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PrimePath · Free · No sign-up · 5 minutes

The Tech Career Test That
Finds Your Path

30 real tech-work scenarios. Personal fit scores across 187 real careers in IT, Cybersecurity, AI & Data, and Project Management — with the exact skills each one demands.

IT & SoftwareCybersecurityAI & DataProject Management
Holland Code (RIASEC) science — real tech tasks, not abstract questionsInstant resultsAnswers never leave your browser

What is PrimePath?

PrimePath is a free tech career test that answers one question: which technology career actually fits you? Instead of novelty questions, you rate 30 real tech-work scenarios — debugging a crashed app, pitching for budget, auditing permissions, designing an interface — every one drawn from the day-to-day work of the careers in our catalog. The scoring measures the six Holland Code (RIASEC) interest areas using a methodology modeled on the U.S. Department of Labor's O*NET Interest Profiler, the framework college career centers rely on. Your results rank all 187 in-demand roles across IT & software, cybersecurity, AI & data, and project management by how well each fits you — with a personalized fit score, the skills to build, and the certifications that open the door.

How the fit scores work

PrimePath maintains its own catalog of 187 technology careers, compiled from the industry's deepest workforce frameworks — the NIST NICE Cybersecurity Workforce Framework, SFIA 9 (the global IT skills framework), the UK DDaT capability framework, ENISA's ECSF, PMI and ITIL 4 standards, plus live 2026 hiring-market data. Each career carries an interest signature — the Holland Code (RIASEC) pattern of the actual day-to-day work — along with what separates great practitioners from average ones and the hard and soft skills employers screen for. Your test result is compared against every signature; a high fit score means people whose interests look like yours tend to thrive, and stay, in that career. Interest fit is one of the best-researched predictors of career satisfaction.

Four tracks, one starting point

Tech isn't one career — it's a landscape. IT & Software suits builders who like making systems work. Cybersecurity rewards detail-driven investigators who think like attackers. AI & Data is for pattern-hunters who love asking "why?" of numbers. Project Management fits organizers and leaders who turn chaos into shipped products. Most people have a clear pull toward one or two — PrimePath shows you which, so you invest your learning time where it will pay off.

Explore all 187 tech careers

Every career PrimePath can match you to — grouped by field, in plain English, with what the job is and how people break into it. Tap a field to open it, or take the free test to see which fit you best.

IT & Software 61 careers

Software, cloud, and infrastructure roles — the people who build and run the systems everything else depends on.

Accessibility Engineer Growing fast

You make websites and apps usable for people with disabilities, and fix whatever blocks them.

How to get in: From frontend, QA (Quality Assurance — software testing), or design plus IAAP certs (CPACC/WAS); the 2025 European Accessibility Act deadline sharply increased demand. Also called: Accessibility Specialist, A11y Engineer, Digital Accessibility Consultant

API / Integration Engineer Growing fast

You connect different business software systems so they share information automatically and correctly.

How to get in: Often entered from backend dev or ERP (enterprise software that runs finance, HR and operations) admin work; vendor certs (MuleSoft Developer, Boomi Professional) plus SQL (the standard language for querying databases)/API (Application Programming Interface — how software programs talk to each other) fluency open doors. Also called: Integration Developer, Middleware Engineer, iPaaS Developer

AR/VR (XR) Developer Steady demand

You build virtual and augmented reality experiences that people step into with headsets.

How to get in: Game-dev or Unity background plus published XR demos; enterprise training/simulation studios hire more steadily than consumer XR. Also called: XR Engineer, Spatial Computing Developer, Unity XR Developer

Backend Developer Growing fast

You build the behind-the-scenes systems that store information and make apps actually work.

How to get in: CS or related degree, or bootcamp plus demonstrable projects; internships and a public GitHub with real services matter most. Also called: Back-End Engineer, Server-Side Developer, Java Developer

Blockchain Developer Slower growth

You write programs that handle digital money, where mistakes can't be undone after launch.

How to get in: Usually from backend engineering plus self-driven study (CTFs, audit contests like Code4rena); public security findings beat any certificate. Also called: Smart Contract Developer, Web3 Developer, Solidity Developer

Cloud Architect Growing fast

You design the overall plan for how a company uses rented internet infrastructure safely.

How to get in: Senior cloud/infra engineering plus professional-level certs (AWS SA Pro, Azure Solutions Architect Expert); consulting is a fast track. Also called: Cloud Solutions Architect, AWS/Azure Architect, Multicloud Architect

Cloud Engineer Growing fast

You build and run a company's computer systems on rented internet infrastructure like Amazon's.

How to get in: Sysadmin/dev pivot or direct entry with AWS SAA / Azure AZ-104 plus a Terraform-built portfolio project; homelab-to-cloud stories work. Also called: AWS Engineer, Azure Engineer, GCP Engineer

Cloud FinOps Analyst Growing fast

You track what a company spends on cloud services and find ways to cut waste.

How to get in: From cloud engineering, finance, or data analysis; FinOps Certified Practitioner plus provider fundamentals; demand rising with AI spend scrutiny. Also called: FinOps Engineer, Cloud Cost Analyst, Cloud Economist

Computer Repair Technician Slower growth

You fix broken laptops, desktops, and phones, recovering data and replacing worn-out parts.

How to get in: CompTIA A+ (a beginner IT-support certification) or manufacturer repair certs; shop apprenticeship or self-employment; shrinking margins as devices get harder to repair — pair with business or field-service skills. Also called: Bench Technician, PC Repair Technician, Break/Fix Technician

Data Center Technician Growing fast

You work hands-on inside huge computer warehouses, installing machines and replacing broken parts.

How to get in: CompTIA A+ (a beginner IT-support certification)/Server+ or military/electrical background; hyperscaler and AI-datacenter buildout is creating unusually strong demand for this hands-on path. Also called: DC Operations Technician, Critical Facilities Technician, Data Center Engineer (Ops)

Database Administrator (DBA) Slower growth

You look after the databases holding a company's information, keeping them fast and safe.

How to get in: From sysadmin or developer routes; Microsoft/Oracle/AWS database certs help; traditional on-prem DBA (Database Administrator) seats are shrinking — cloud and automation skills are the survival kit. Also called: SQL Server DBA, Oracle DBA, PostgreSQL DBA

Database Developer Steady demand

You organize company information and write the queries that pull useful answers out of it.

How to get in: Analyst or developer entry with strong SQL (the standard language for querying databases) portfolio; overlaps increasingly with analytics engineering (dbt) — leaning that way improves prospects. Also called: SQL Developer, PL/SQL Developer, T-SQL Developer

Desktop Support / Field Technician Steady demand

You fix computer problems in person: setting up machines, repairing hardware, and visiting offices.

How to get in: From help desk or straight in with CompTIA A+ (a beginner IT-support certification); strong path toward endpoint engineering, AV, or infrastructure roles. Also called: Deskside Support, IT Field Service Technician, End User Computing Technician

Developer Advocate / Relations Steady demand

You teach programmers about a product through talks, videos, and examples, and share their feedback.

How to get in: Usually from engineering plus visible community work (talks, OSS, content); portfolio of public material is the interview. Also called: Developer Relations Engineer, DevRel, Developer Evangelist

DevOps Engineer Growing fast

You build the systems that move new code safely from a programmer's laptop to customers.

How to get in: From sysadmin or developer roles; Terraform Associate/CKA/AWS DevOps (a way of working that merges software development and operations) certs plus a pipeline-heavy portfolio; 'DevOps' titles increasingly merge into platform engineering. Also called: DevOps Specialist, CI/CD Engineer, Automation Engineer

E-commerce Developer Steady demand

You build and improve online stores so shopping is fast and checkout never fails.

How to get in: Agency work on Shopify themes is the common entry; platform certifications (Shopify, Adobe Commerce) plus store portfolio. Also called: Shopify Developer, Magento/Adobe Commerce Developer, E-commerce Engineer

Embedded / Firmware Engineer Growing fast

You write the software inside physical gadgets, from smart thermostats to car parts.

How to get in: EE/CE/CS degree typical; hobbyist hardware projects (custom PCBs, RTOS (a real-time operating system used in devices and machines) builds) can substitute; internships at hardware firms are the classic door. Also called: Embedded Software Engineer, IoT Developer, Firmware Developer

Endpoint / MDM Administrator Growing fast

You manage every company laptop and phone remotely, keeping them updated, secure, and ready.

How to get in: Natural promotion from desktop support; MD-102 (Endpoint Administrator) or Jamf 200/300 certs; strong demand as endpoint and security management converge. Also called: Intune Administrator, Endpoint Engineer, Device Management Engineer

Engineering Manager Steady demand

You lead a team of programmers: hiring, coaching, planning, and keeping everyone working well.

How to get in: Senior engineer → tech lead → manager; management training helps but sponsorship and demonstrated team leadership are the real path. Also called: Software Engineering Manager, Development Manager, Team Lead (People Manager)

Enterprise Architect Steady demand

You map out how all of a company's technology fits together and where it's heading.

How to get in: 15+ years across multiple domains (dev, infra, data); TOGAF (a leading enterprise-architecture framework) common but track record of delivered transformation is the real credential. Also called: Chief Architect, EA Practice Lead, Business Technology Architect

ERP Administrator / Analyst Steady demand

You keep the big software that runs a company's money and inventory working every day.

How to get in: From accounting/ops power-user or IT support; platform certs (NetSuite Administrator, SAP Basis, MB-310/MB-500) unlock salary jumps. Also called: SAP Basis Administrator, NetSuite Administrator, Dynamics 365 Administrator

Frontend Developer Steady demand

You build the parts of websites and apps that people see, click, and use every day.

How to get in: Self-taught or bootcamp portfolio plus open-source/freelance projects; CS degree helpful but not required — a strong live portfolio outweighs credentials. Also called: Front-End Engineer, UI Developer, JavaScript Developer

Full-Stack Developer Growing fast

You build every part of an app yourself, from what users see to where data lives.

How to get in: Bootcamp or degree plus shipped side projects/SaaS (Software as a Service — software you use over the web); startups hire on portfolio and take-home ability more than credentials. Also called: Full Stack Engineer, Software Engineer (Generalist), Product Engineer

Game Developer Slower growth

You write the code that makes video games run, respond, and feel fun to play.

How to get in: Portfolio of shipped or jam games matters more than degree; game-dev programs help networking; industry entry is competitive and often via QA (Quality Assurance — software testing) or mod work. Also called: Gameplay Programmer, Game Engineer, Engine Programmer

Help Desk / Service Desk Analyst Slower growth

You help coworkers with computer problems all day, fixing what you can and routing the rest.

How to get in: The traditional IT front door: CompTIA A+ (a beginner IT-support certification) or Google IT Support Certificate plus customer-service experience; move up within 18-24 months — AI chatbots are compressing L1 headcount. Also called: IT Support Analyst, Service Desk Technician, Tier 1 Support

Identity & Directory Administrator Growing fast

You manage who can log into what across a company, from hiring to departure.

How to get in: From sysadmin/help desk with AD depth; SC-300 (Identity Administrator) or Okta certs; identity sits at the center of zero-trust budgets — strong demand. Also called: IAM Administrator, Active Directory Engineer, Entra ID Engineer

IT Asset Manager (ITAM/SAM) Growing fast

You track everything the company owns in tech and stop money leaking on unused subscriptions.

How to get in: From procurement, service desk, or finance; IAITAM (CSAM/CHAMP) or ITIL (the most common framework for running IT services) certs; SaaS (Software as a Service — software you use over the web) cost pressure is raising this role's profile. Also called: Software Asset Manager, Hardware Asset Manager, ITAM Analyst

IT Auditor (IT General Controls) Growing fast

You check that companies follow their own tech safety rules and report what's missing.

How to get in: Accounting/IS degree into Big 4 or internal audit; CISA (Certified Information Systems Auditor) is the defining certification; strong stable ladder toward risk and governance leadership. Also called: Technology Auditor, IT Compliance Auditor, ITGC Auditor

IT Director / CIO-track Executive Steady demand

You set the whole company's technology direction at the executive level and answer for it.

How to get in: IT/engineering management ascent over 15-20 years; MBA or exec education common; CIO roles increasingly demand product/digital P&L experience. Also called: Director of IT, VP of IT, Chief Information Officer

IT Manager Steady demand

You run a company's whole tech department: people, budget, projects, and outside vendors.

How to get in: Senior sysadmin/support lead promotion; ITIL (the most common framework for running IT services) and PMP (Project Management Professional — the leading project-management certification)-style credentials plus a track record of delivered projects; MBA optional. Also called: IT Operations Manager, Infrastructure Manager, IT Supervisor

IT Trainer / Technical Instructor Steady demand

You teach people how to use technology through classes, videos, and hands-on practice.

How to get in: From hands-on IT roles plus teaching aptitude; CompTIA CTT+/Microsoft Certified Trainer credentials; ERP (enterprise software that runs finance, HR and operations)/AI rollout waves keep demand alive. Also called: Technical Trainer, Software Trainer, Learning & Development Technologist

ITSM Process Manager (Incident / Problem / Change) Steady demand

You run the playbooks companies follow when tech breaks, and make sure fixes stick.

How to get in: From service desk or ops roles plus ITIL (the most common framework for running IT services) 4 Foundation/Managing Professional; large enterprises and MSPs are the main employers. Also called: Incident Manager, Problem Manager, Change Manager

Low-Code / No-Code Developer Growing fast

You build useful business apps with drag-and-drop tools instead of heavy programming.

How to get in: Common pivot from business analyst or power-user roles; Microsoft PL-100/PL-200 certs plus a portfolio of automations is a realistic entry. Also called: Power Platform Developer, Citizen Development Lead, Business Applications Developer

M365 / Collaboration Administrator Steady demand

You manage the company's email, chat, and file-sharing tools so teamwork flows safely.

How to get in: Help desk → M365 admin is a well-trodden path; MS-102 certification plus PowerShell fluency separates admins from button-clickers. Also called: Microsoft 365 Administrator, Google Workspace Administrator, Collaboration Engineer

Mainframe / Modernization Developer Steady demand

You keep the old computer systems behind banks and government running, and help update them.

How to get in: CS degree plus employer-run mainframe training programs (IBM Z Xplore, bank academies); scarcity of COBOL skills means employers train motivated hires. Also called: COBOL Developer, Mainframe Programmer, z/OS Developer

Mobile Developer Steady demand

You build the apps people download and use on their phones every day.

How to get in: CS degree or self-taught with published apps; a live app on the store with real users is the strongest credential. Also called: iOS Developer, Android Developer, React Native Developer

Network Architect Steady demand

You plan how a large company's entire computer network should be built for years ahead.

How to get in: 8-10+ years of network engineering; CCNP (Cisco's professional-level networking certification)/CCIE or equivalent depth plus a track record of large designs delivered. Also called: Senior Network Architect, Principal Network Engineer, Network Design Engineer

Network Engineer Steady demand

You set up and fix the connections that link a company's computers to everything else.

How to get in: CCNA (Cisco Certified Network Associate — a popular networking certification) remains the strongest entry signal, plus NOC or help desk experience and a packet-tracer/EVE-NG homelab. Also called: Network Administrator, LAN/WAN Engineer, Network Operations Engineer

NOC Technician / Analyst Slower growth

You watch screens of system alerts around the clock and act fast when something breaks.

How to get in: Classic entry into networking: CompTIA Network+ (a foundational networking certification from CompTIA)/CCNA (Cisco Certified Network Associate — a popular networking certification) plus willingness to work shifts; treat it as a 2-year springboard since AIOps is shrinking L1 monitoring seats. Also called: Network Operations Center Analyst, NOC Engineer, Operations Monitoring Analyst

Platform Engineer Growing fast

You build in-house tools that make other programmers' jobs easier and faster.

How to get in: Senior DevOps (a way of working that merges software development and operations)/SRE (Site Reliability Engineering — keeping large systems fast and stable)/software background; platform engineering is currently one of the fastest-growing infrastructure titles — internal moves dominate. Also called: Internal Developer Platform Engineer, Developer Experience Engineer (Platform), Infrastructure Platform Engineer

QA Analyst (Manual/Exploratory) Slower growth

You try out new software by hand, hunting for problems and describing them clearly.

How to get in: Entry-level door into software careers; ISTQB (the standard software-testing certification) Foundation plus attention to detail gets interviews — but pure manual roles are being automated, so plan a path toward automation. Also called: Quality Assurance Analyst, Software Tester, UAT Analyst

Release Engineer Steady demand

You manage how finished software gets packaged, checked, and shipped out on schedule.

How to get in: From CI/CD (automated building, testing and releasing of software)-heavy DevOps (a way of working that merges software development and operations) or developer tooling work; niche but valued in big tech, games, embedded, and regulated software. Also called: Build Engineer, Release Manager (Technical), Build & Release Engineer

Sales Engineer / Pre-Sales Solutions Consultant Growing fast

You help sell software by understanding customer problems and showing how the product solves them.

How to get in: From engineering, support, or consulting into vendor pre-sales; strong comp path; the demo-portfolio interview rewards performers with real technical depth. Also called: Solutions Consultant, Pre-Sales Engineer, Technical Sales Engineer

Salesforce Developer Steady demand

You customize a popular sales software system so it fits how each company works.

How to get in: Trailhead badges plus Platform Developer I cert; many enter via Salesforce admin roles first — a well-worn, credential-friendly path. Also called: Apex Developer, Salesforce Engineer, CRM Developer

SAP ABAP Developer Growing fast

You program the giant business software big companies use to run finance and shipping.

How to get in: CS/business-informatics degree plus SAP training or consultancy graduate schemes; S/4HANA migration wave makes juniors trainable on the job. Also called: SAP Developer, ABAP Engineer, SAP Technical Consultant

SDET / Test Automation Engineer Growing fast

You write programs that automatically test other software, catching bugs before customers see them.

How to get in: Often via manual QA (Quality Assurance — software testing) plus self-taught coding, or junior dev route; ISTQB (the standard software-testing certification) is common but a public automation framework portfolio counts more. Also called: Software Development Engineer in Test, QA Automation Engineer, Test Engineer

ServiceNow Developer Growing fast

You build workflows on a platform that automates company help desks and internal requests.

How to get in: ServiceNow CSA then CAD certification; common pivot from service desk or ITSM (IT Service Management) analyst roles — the vendor's RiseUp program is a genuine entry route. Also called: ServiceNow Engineer, Now Platform Developer, ITSM Platform Developer

Site Reliability Engineer (SRE) Growing fast

You keep big websites and apps running, and improve systems so outages become rare.

How to get in: Usually from software engineering or deep ops plus distributed-systems knowledge; Google SRE (Site Reliability Engineering — keeping large systems fast and stable) books remain the canon; internal transfer is the most common route. Also called: Reliability Engineer, Production Engineer, Infrastructure SRE

Solutions Architect Growing fast

You design how all the pieces of a new tech project will fit together.

How to get in: Senior engineer promotion path; cloud architect certs (AWS SA Pro) plus a portfolio of shipped designs; consultancies hire heavily here. Also called: Solution Designer, Application Architect, Technical Architect

Storage Engineer Slower growth

You manage the giant systems where companies keep their data safe and backed up.

How to get in: Sysadmin route with storage exposure; vendor certs (NetApp NCDA, Pure, Veeam VMCE) matter; cloud data-protection skills keep the role future-proof. Also called: Storage Administrator, SAN Engineer, Backup Engineer

Systems Administrator Slower growth

You keep a company's servers and core computer systems running smoothly behind the scenes.

How to get in: Help desk → junior sysadmin is the classic ladder; CompTIA Server+/Linux+ or RHCSA plus homelab evidence; cloud/automation skills are now mandatory to stay relevant. Also called: Linux Administrator, Windows Server Administrator, IT Systems Engineer

Systems Analyst Steady demand

You figure out what a business really needs, then explain it clearly to technical teams.

How to get in: Business or IS degree; IIBA CBAP (Certified Business Analysis Professional)/CCBA (a mid-level business-analysis certification) or agile BA (Business Analyst) certs help; a common on-ramp from support or operations roles into IT careers. Also called: Business Systems Analyst, IT Analyst, Application Analyst

Technical Account Manager (TAM) Growing fast

You stay close to big customers after a sale, solving problems and keeping them happy.

How to get in: From support engineering or consulting; cloud vendor TAM programs (AWS, Microsoft) are large employers; certs in the platform served are expected. Also called: Customer Success Engineer, Enterprise Support Manager, Customer Engineer

Technical Writer / Documentation Engineer Slower growth

You write the guides and instructions that help people understand and use software.

How to get in: Writing portfolio plus technical depth (self-taught coding counts); contribute docs to open source; specialize toward API (Application Programming Interface — how software programs talk to each other)/developer docs where value is defensible against AI. Also called: Documentation Engineer, API Documentation Writer, Information Developer

Telecom / VoIP Engineer Slower growth

You run the phone and video-call systems companies use to talk to everyone.

How to get in: Network or sysadmin background plus vendor certs (MS-721 Teams Voice, CCNP (Cisco's professional-level networking certification) Collaboration); cloud UC migration experience is the current value driver. Also called: Unified Communications Engineer, UCaaS Engineer, Voice Engineer

UX Engineer / Design Technologist Steady demand

You sit between designers and programmers, building polished interfaces that feel great to use.

How to get in: From frontend engineering with design sensibility or design with code skills; a portfolio of interactive work outweighs any credential. Also called: Design Engineer, UI Engineer, Design Systems Engineer

Virtualization Engineer Steady demand

You run software that lets one physical computer safely act as many separate ones.

How to get in: Sysadmin background plus VCP certification (or Nutanix NCP); the VMware licensing upheaval makes migration experience unusually marketable now. Also called: VMware Engineer, Hypervisor Administrator, Virtual Infrastructure Engineer

Web Developer (Generalist) Slower growth

You build and look after complete websites for small businesses, from design to launch.

How to get in: Portfolio-first: build real sites for local businesses or nonprofits; no degree needed, but competition from site builders means specializing quickly. Also called: Website Developer, Web Programmer, Freelance Web Developer

Webmaster / Web Operations Specialist Slower growth

You keep an organization's websites healthy: updating content, fixing issues, and watching that everything works.

How to get in: Often an add-on to marketing or IT support roles; the standalone title is fading — treat it as a stepping stone to web ops, CMS development, or digital marketing ops. Also called: Website Administrator, Web Content Administrator, Site Manager

Wireless Network Engineer Steady demand

You design and tune the wireless internet in offices, hospitals, and stadiums so it just works.

How to get in: Network engineering base plus CWNA/CWDP (vendor-neutral gold standard) or Mist/Meraki certs; portfolio of survey reports helps. Also called: Wi-Fi Engineer, WLAN Engineer, Private 5G Engineer

WordPress / CMS Developer Slower growth

You build website publishing systems so writers can update content without asking a programmer.

How to get in: Freelance/agency portfolio route; contribute to plugin ecosystems; headless CMS skills are the hedge against page-builder commoditization. Also called: WordPress Developer, Drupal Developer, Headless CMS Developer

Cybersecurity 47 careers

Cybersecurity roles — defenders, analysts, ethical hackers, and risk experts who keep organizations safe.

AI Security Engineer Growing fast

You protect artificial intelligence tools from being tricked, stolen, or misused, and test them by attacking them.

How to get in: From AppSec (Application Security)/red team or ML (machine learning) engineering; strong ML plus offensive security, portfolio of AI red-team work Also called: ML Security Engineer, AI Red Teamer, MLSecOps Engineer

Application Security Engineer Growing fast

You help software teams find and fix weaknesses in their code before it goes live.

How to get in: From software development into security; strong coding background, GWAPT/CSSLP optional Also called: AppSec Engineer, Software Security Engineer, Secure Code Reviewer

Automotive Security Engineer Growing fast

You protect the computers inside cars so hackers can't endanger drivers and passengers.

How to get in: From automotive/embedded engineering into security; ISO (International Organization for Standardization) 21434 knowledge plus embedded RE Also called: Vehicle Security Engineer, Connected Car Security Engineer, ECU Security Engineer

BISO (Business Information Security Officer) Growing fast

You act as the security go-between for one part of the business, tailoring protection to its needs.

How to get in: From security management with business acumen; CISM (Certified Information Security Manager)/CISSP (Certified Information Systems Security Professional — a senior security credential) plus domain expertise Also called: Business Information Security Officer, Divisional CISO, Embedded Security Officer

Bug Bounty Hunter Steady demand

You hunt for security holes in companies' websites and apps, earning cash rewards for each find.

How to get in: Self-taught via platforms and CTFs; portfolio of accepted reports over certs Also called: Independent Security Researcher, Bug Hunter, Crowdsourced Security Researcher

CISO (Chief Information Security Officer) Steady demand

You lead all security for a company, setting strategy, managing budget, and briefing top executives.

How to get in: From security director/management; CISSP (Certified Information Systems Security Professional — a senior security credential)/CISM (Certified Information Security Manager), business acumen, years of leadership Also called: Chief Information Security Officer, Head of Security, VP of Security

Cloud Security Engineer Growing fast

You protect the online platforms where companies run everything, fixing risky settings before attackers find them.

How to get in: From cloud/devops or security engineering; cloud security certs (AWS Security Specialty, SC-100) Also called: Cloud Security Specialist, CSPM Engineer, Multi-Cloud Security Engineer

Compliance Analyst / IT Auditor Steady demand

You check whether companies actually follow the security rules they claim to, and report what you find.

How to get in: From accounting/IT audit or GRC (Governance, Risk and Compliance); CISA (Certified Information Systems Auditor), ISO (International Organization for Standardization) 27001 Lead Auditor, PCI QSA Also called: Security Auditor, IT Compliance Analyst, SOC 2 / ISO Auditor

Cryptographer / Cryptographic Engineer Growing fast

You design and build the secret-code systems that keep messages and data unreadable to outsiders.

How to get in: Math/CS background often with graduate study; deep applied crypto, rare specialization Also called: Cryptography Engineer, Applied Cryptographer, Crypto Engineer

Cyber Crime Investigator Steady demand

You investigate online crimes, tracking down criminals and gathering proof that stands up in court.

How to get in: Law enforcement/criminal justice plus digital forensics training; often federal (FBI/USSS) or LE background Also called: Cyber Investigator, Digital Crime Analyst, Law-Enforcement Cyber Investigator

Cyber Risk Analyst Steady demand

You figure out which security problems could really cost the business money and which can wait.

How to get in: From GRC (Governance, Risk and Compliance)/audit or business analysis; CRISC (a certification in IT risk management), FAIR certification Also called: Information Security Risk Analyst, IT Risk Analyst, Cyber Risk Quantification Analyst

Cyber Threat Intelligence Analyst Steady demand

You research hacker groups and their methods, then explain what your company should worry about.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks)/military/intel background; GCTI or CTIA cert plus strong writing samples Also called: CTI Analyst, Threat Intelligence Analyst, Threat Researcher

Deception Engineer Steady demand

You set clever traps and fake targets inside company systems to catch intruders red-handed.

How to get in: From detection engineering or red/blue team; niche, built on deep defensive plus offensive knowledge Also called: Honeypot Engineer, Cyber Deception Specialist, Active Defense Engineer

Detection Engineer Growing fast

You build and fine-tune the rules that automatically spot hackers breaking into company systems.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks) analyst or blue team; GCDA/GCFA or self-taught via detection-engineering communities Also called: Detection & Response Engineer, Content Developer, Sigma/Detection Content Engineer

DevSecOps Engineer Growing fast

You build safety checks into the assembly line that teams use to release software quickly.

How to get in: From devops or software with security focus; strong pipeline and IaC (Infrastructure as Code — managing servers through code, not by hand) experience Also called: Security Automation Engineer (Pipeline), Platform Security Engineer, CI/CD Security Engineer

Digital Forensics Analyst Steady demand

You examine computers and phones after an attack to piece together exactly what happened.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks)/IR (Incident Response — reacting to cyberattacks) or digital forensics degree; GCFA/GCFE, EnCE cert Also called: DFIR Analyst, Forensic Examiner, Computer Forensics Analyst

eDiscovery & Legal Forensics Analyst Steady demand

You gather and organize company emails and files needed as evidence in lawsuits and investigations.

How to get in: From paralegal/litigation support or forensics; RCA (Relativity) cert, legal-tech background Also called: eDiscovery Specialist, Litigation Support Analyst, Legal Forensics Analyst

Exploit Developer Steady demand

You find brand-new software flaws and write the tools that prove they can be abused.

How to get in: From RE/malware analysis or CTF pwn background; deep systems programming, rare and specialized Also called: Vulnerability Researcher, Exploit Engineer, Offensive Security Researcher

GRC Analyst Steady demand

You keep the company organized about security rules, tracking risks and keeping proof for auditors.

How to get in: From audit/IT/compliance; Security+ (an entry-level cybersecurity certification from CompTIA) then CISA (Certified Information Systems Auditor)/ISO (International Organization for Standardization) 27001 Lead Implementer Also called: Governance Risk & Compliance Analyst, Security GRC Specialist, IT Risk & Compliance Analyst

IAM Engineer / Architect Growing fast

You control who can log into what at a company, so everyone has exactly the access they need.

How to get in: From IT/directory administration or security engineering; Okta/Entra certs Also called: Identity & Access Management Engineer, Identity Engineer, IGA Engineer

Incident Responder Growing fast

You take charge when a company gets hacked, stopping the damage and getting things running again.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks) or DFIR (Digital Forensics and Incident Response — investigating breaches); GCIH/GCFA cert, consulting IR (Incident Response — reacting to cyberattacks) firms are common entry Also called: IR Analyst, CSIRT Analyst, Cyber Incident Handler

Insider Threat Analyst Steady demand

You watch for employees who might leak or steal company data, whether by malice or mistake.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks)/DFIR (Digital Forensics and Incident Response — investigating breaches) or counterintelligence background; insider threat program training Also called: Insider Risk Analyst, Insider Threat Program Analyst, UEBA Analyst

IoT & Embedded Security Engineer Growing fast

You protect smart gadgets and the tiny computers inside them from hackers and tampering.

How to get in: From embedded/firmware engineering or hardware hacking; strong low-level and EE background Also called: Embedded Security Engineer, Hardware Security Engineer, Device Security Engineer

Malware Analyst / Reverse Engineer Steady demand

You take apart harmful software to figure out what it does and who made it.

How to get in: From DFIR (Digital Forensics and Incident Response — investigating breaches) or software/RE background; GREM cert, strong low-level programming Also called: Reverse Engineer, Malware Reverse Engineer, Threat Analyst (RE)

Network Security Engineer Steady demand

You design and guard the connections between a company's computers so attackers can't move around.

How to get in: From network engineering; CCNP (Cisco's professional-level networking certification) Security/PCNSE plus security fundamentals Also called: Network Defense Engineer, Firewall Engineer, Perimeter Security Engineer

OT/ICS Security Engineer Growing fast

You protect the computer systems that run factories and power plants, where downtime is not an option.

How to get in: From automation/controls engineering or IT security; GRID/GICSP cert Also called: Industrial Control Systems Security Engineer, SCADA Security Engineer, Critical Infrastructure Security Engineer

Penetration Tester Steady demand

You get paid to legally break into company systems and show them how to fix the holes.

How to get in: OSCP (Offensive Security Certified Professional — a hands-on ethical-hacking certification) is the standard gate; from SOC (Security Operations Center — a team that watches for cyberattacks)/sysadmin or via CTFs and home labs Also called: Ethical Hacker, Pentester, Offensive Security Consultant

PKI Engineer Steady demand

You run the systems that prove computers and websites are who they claim to be.

How to get in: From systems/security engineering or IAM (Identity and Access Management — controlling who can access what); PKI (the system of digital certificates that secures websites) vendor training plus crypto fundamentals Also called: Public Key Infrastructure Engineer, Certificate Management Engineer, Cryptographic Services Engineer

Privacy Analyst / DPO-Track Growing fast

You make sure the company handles people's personal information legally, fairly, and carefully.

How to get in: From legal, compliance, or security; CIPP (a certification in privacy law)/CIPM (IAPP) certifications Also called: Data Privacy Analyst, Privacy Engineer, Data Protection Officer (track)

Product Security Engineer Growing fast

You own the safety of a product your company sells, from first design to fixing reported flaws.

How to get in: From AppSec (Application Security) or software engineering; broad security fundamentals plus product domain knowledge Also called: ProdSec Engineer, Product Security Specialist, Embedded Product Security Engineer

Purple Team Engineer Growing fast

You run practice attacks side by side with defenders so they get better at catching them.

How to get in: From red or blue team with cross-domain fluency; CRTP/GCDA plus emulation experience Also called: Purple Teamer, Adversary Emulation & Detection Engineer, Continuous Validation Engineer

Red Team Operator Steady demand

You act like a real criminal gang in long, secret exercises to test a company's defenses.

How to get in: From senior pentest; OSEP (an advanced ethical-hacking certification)/CRTO, deep AD and evasion experience Also called: Red Teamer, Adversary Emulation Operator, Offensive Security Engineer

Security Architect Growing fast

You draw up the big-picture plan for how an entire company protects its technology.

How to get in: From senior security engineering; CISSP (Certified Information Systems Security Professional — a senior security credential)-ISSAP or SABSA (a security-architecture framework), years of hands-on breadth Also called: Cybersecurity Architect, Enterprise Security Architect, Solutions Security Architect

Security Automation (SOAR) Engineer Growing fast

You build small programs that handle boring, repetitive security chores so human analysts focus on real threats.

How to get in: From SOC (Security Operations Center — a team that watches for cyberattacks) with coding skills or software dev into security; Python proficiency is the key gate Also called: SOAR Developer, Security Orchestration Engineer, Detection & Response Automation Engineer

Security Awareness & Training Lead Steady demand

You teach employees to spot scams and build habits that keep the whole company safer.

How to get in: From security, comms, training, or marketing; SANS Security Awareness certs Also called: Security Culture Manager, Human Risk Management Lead, Awareness Program Manager

Security Engineer Growing fast

You build and run the protective systems that keep a company's computers and data safe.

How to get in: From IT/sysadmin/devops or SOC (Security Operations Center — a team that watches for cyberattacks); Security+ (an entry-level cybersecurity certification from CompTIA) then cloud certs, strong scripting Also called: Cybersecurity Engineer, Information Security Engineer, Infosec Engineer

Security Manager Steady demand

You lead a team of security specialists, setting priorities, coaching people, and clearing obstacles.

How to get in: From senior technical role; CISM (Certified Information Security Manager)/CISSP (Certified Information Systems Security Professional — a senior security credential) plus demonstrated leadership Also called: Information Security Manager, SOC Manager, Cybersecurity Team Lead

Security Policy Analyst Steady demand

You write the company's security rulebook and keep it in step with changing laws.

How to get in: From GRC (Governance, Risk and Compliance), legal, or public policy; CISSP (Certified Information Systems Security Professional — a senior security credential)/CISM (Certified Information Security Manager) plus strong writing Also called: Cybersecurity Policy Analyst, Governance Analyst, Security Standards Analyst

Security Program Manager Steady demand

You keep big security projects on schedule, coordinating people across teams and reporting progress upward.

How to get in: From PM or security ops; PMP (Project Management Professional — the leading project-management certification)/CSM (Certified ScrumMaster) plus security domain exposure Also called: Cybersecurity Program Manager, Security PMO Lead, Security Delivery Manager

SIEM Engineer Steady demand

You build and maintain the system that collects a company's activity records so others catch attacks.

How to get in: From IT/sysadmin or SOC (Security Operations Center — a team that watches for cyberattacks); vendor certs (Splunk Admin, SC-200) plus data engineering skills Also called: Security Platform Engineer, Log Management Engineer, Splunk/Sentinel Engineer

SOC Analyst Steady demand

You watch a company's security alerts and investigate anything suspicious before it becomes a real problem.

How to get in: Security+ (an entry-level cybersecurity certification from CompTIA) or CySA+ (CompTIA's security-analyst certification), home lab or Blue Team Level 1; often via help desk/IT support feeder role Also called: Security Operations Center Analyst, Tier 1/2/3 Analyst, Security Monitoring Analyst

Social Engineering & Physical Security Tester Steady demand

You test whether employees can be tricked and buildings snuck into, then help companies improve.

How to get in: From pentest/red team; niche specialization, often via physical security or acting/sales backgrounds Also called: Social Engineer, Physical Penetration Tester, Red Team Human Operator

Third-Party Risk Analyst Growing fast

You check whether the outside companies your employer works with can be trusted with its data.

How to get in: From GRC (Governance, Risk and Compliance)/procurement or audit; Security+ (an entry-level cybersecurity certification from CompTIA) plus vendor risk experience Also called: Vendor Risk Analyst, Supply Chain Security Analyst, TPRM Analyst

Threat Hunter Growing fast

You actively search company systems for hidden intruders that automatic alarms missed.

How to get in: From senior SOC (Security Operations Center — a team that watches for cyberattacks)/detection or CTI; GCTI/GCFA and strong ATT&CK fluency Also called: Cyber Threat Hunter, Proactive Defense Analyst, Hunt Team Analyst

Threat Modeling Specialist Growing fast

You study new system designs to predict how attackers could abuse them before anything gets built.

How to get in: From AppSec (Application Security) or security architecture; deep design experience, threat modeling training Also called: Threat Modeling Engineer, Secure Design Consultant, Architecture Risk Analyst

Vulnerability Management Analyst Steady demand

You find weak spots in company systems and push the right teams to fix them first.

How to get in: From IT or SOC (Security Operations Center — a team that watches for cyberattacks); Security+ (an entry-level cybersecurity certification from CompTIA) or vendor cert, strong grasp of asset management Also called: VM Analyst, Vulnerability Analyst, Attack Surface Management Analyst

Zero Trust Architect Growing fast

You redesign company systems so nothing is trusted automatically and every access request gets checked.

How to get in: From security architecture with identity/network depth; CISSP (Certified Information Systems Security Professional — a senior security credential) plus zero-trust portfolio Also called: Zero Trust Strategist, ZTA Architect, Modern Access Architect

AI & Data 46 careers

Artificial-intelligence, data-science, and analytics roles — the people who turn data into models, insight, and decisions.

AI Engineer (LLM Application Developer) Growing fast

You build apps and products powered by AI chat models, like assistants and smart search.

How to get in: From software engineering plus shipped LLM (large language model — the AI behind tools like ChatGPT) side-projects; currently the most accessible high-demand AI role Also called: GenAI engineer, LLM application engineer, AI agent engineer

AI Governance / Policy Analyst Growing fast

You make sure a company's AI follows the law, keeping records and rules in order.

How to get in: From privacy/GRC (Governance, Risk and Compliance), legal ops, or data roles plus AI governance certification (e.g., IAPP AIGP (a certification in AI governance)); one of the easier AI on-ramps for non-engineers Also called: AI compliance analyst, AI governance lead, AI regulatory affairs specialist

AI Product Manager Growing fast

You decide what an AI product should do and when it's good enough to ship.

How to get in: From PM roles plus shipped AI features, or from DS/MLE moving into product; rarely entry-level Also called: ML product manager, GenAI PM

AI Red Teamer Growing fast

You try to trick and break AI systems on purpose so real attackers can't.

How to get in: From security testing, QA (Quality Assurance — software testing), or prompt-heavy roles; public jailbreak/red-team research and bug bounty records are the portfolio Also called: adversarial ML tester, GenAI security tester, model red team specialist

AI Safety Researcher Growing fast

You study how to keep powerful AI honest, controllable, and safe as it gets stronger.

How to get in: PhD or exceptional research portfolio; fellowships (MATS-class), safety institute roles, and research engineering are on-ramps Also called: alignment researcher, safety scientist, interpretability researcher

AI Solutions Consultant / Architect Growing fast

You help other companies figure out where AI helps, build a pilot, and make it stick.

How to get in: From consulting with AI upskilling, or from engineering/DS with client-facing aptitude; big-4 and boutique AI firms both hiring heavily Also called: AI consultant, AI solutions architect, forward-deployed AI engineer

AI Trainer / Data Annotation Lead Steady demand

You manage the people and rules behind the human-made examples AI learns from.

How to get in: From annotation/QA (Quality Assurance — software testing) work, linguistics, or domain expertise (law, medicine) into lead roles; expert-tier credentials now command premium rates Also called: annotation team lead, data labeling operations manager, AI training operations lead

Analytics Engineer Growing fast

You clean and organize raw company data into tidy, trustworthy tables everyone else relies on.

How to get in: Most commonly promoted from data analyst after learning dbt and Git; dbt certification plus a public project works Also called: dbt developer, data modeler, analytics developer

Applied Scientist Growing fast

You take the newest AI research and adapt it to solve one product's real problems.

How to get in: PhD or MS plus strong applied portfolio; also reachable from senior MLE/data science with research depth Also called: applied research scientist, applied ML scientist

BI Analyst / BI Developer Steady demand

You build the charts and reports a whole company checks to see how business is going.

How to get in: From data analyst roles or IT reporting teams; certifications (Power BI (Business Intelligence — turning data into dashboards and reports)/Tableau) plus a modeled-portfolio help Also called: business intelligence developer, BI engineer, reporting developer

Computer Vision Engineer Steady demand

You teach computers to understand pictures and video, like spotting defects or reading documents.

How to get in: MS or strong project portfolio in CV (computer vision — teaching computers to interpret images); industrial inspection and geospatial firms hire earlier-career than autonomy companies Also called: CV engineer, perception engineer, vision ML engineer

Conversational AI Designer Steady demand

You shape how AI assistants talk, from personality and tone to handling frustrated users.

How to get in: From UX (user experience — how easy and pleasant something is to use) writing, content design, linguistics, or support roles plus a portfolio of shipped bot/voice experiences Also called: conversation designer, chatbot designer, voice UX designer

Data Analyst Steady demand

You dig through a company's numbers to answer questions and help people make better decisions.

How to get in: Any-degree + SQL (the standard language for querying databases)/BI (Business Intelligence — turning data into dashboards and reports) portfolio or internal transfer from operations/finance; most common entry door in data Also called: business data analyst, operations analyst, financial data analyst

Data Architect Steady demand

You draw the big-picture plan for how a whole company stores and connects its data.

How to get in: 10+ years through data engineering or platform roles; almost never an entry job Also called: enterprise data architect, solution architect (data), lakehouse architect

Data Engineer Growing fast

You build and maintain the behind-the-scenes systems that move a company's data where it's needed.

How to get in: From software engineering, analytics engineering, or DBA (Database Administrator)/ETL (Extract, Transform, Load — moving and cleaning data between systems) backgrounds; cloud + Spark portfolio projects open doors Also called: ETL developer, big data engineer, pipeline engineer

Data Governance Manager Steady demand

You set the rules for how a company stores, protects, and shares its data.

How to get in: From data analysis, data quality, compliance, or records management into governance programs Also called: data governance lead, head of data governance

Data Platform Engineer Growing fast

You build the shared tools and systems other data teams use to do their jobs.

How to get in: Promotion from senior data engineer or DevOps (a way of working that merges software development and operations)/SRE (Site Reliability Engineering — keeping large systems fast and stable) moving into the data domain Also called: data infrastructure engineer, platform data engineer

Data Scientist Steady demand

You explore a company's data to spot patterns and predict what might happen next.

How to get in: STEM (Science, Technology, Engineering and Math) degree or bootcamp + strong SQL (the standard language for querying databases)/Python portfolio, often via data analyst or analytics engineer roles first Also called: ML data scientist, product data scientist, full-stack data scientist

Data Steward / Data Quality Analyst Steady demand

You keep a company's records clean and correct, knowing the story behind every oddity.

How to get in: From operations, finance, or admin roles that know the domain data, plus SQL (the standard language for querying databases) upskilling; a genuine non-technical on-ramp into data careers Also called: data quality analyst, data quality engineer, domain data steward

Database Reliability Engineer Steady demand

You keep the databases holding a company's information fast, healthy, and safe from loss.

How to get in: From DBA (Database Administrator), SRE (Site Reliability Engineering — keeping large systems fast and stable), or backend roles; deep Postgres skill remains a reliable, undersupplied path Also called: DBRE, database engineer, modern DBA

DataOps Engineer Growing fast

You make sure company data stays fresh and correct, catching breakage before anyone notices.

How to get in: From data engineering or QA (Quality Assurance — software testing)/DevOps (a way of working that merges software development and operations) backgrounds moving into the data stack Also called: data observability engineer, data reliability engineer

Decision Scientist Steady demand

You help executives make big calls by laying out options, odds, and likely outcomes clearly.

How to get in: From data scientist or strategy consulting with quantitative depth; usually a mid-career pivot Also called: decision analytics scientist, strategy data scientist

Edge AI Engineer Growing fast

You shrink smart software so it runs on phones, watches, cars, and cameras.

How to get in: From embedded software or MLE roles; a benchmarked on-device portfolio project is unusually persuasive here Also called: on-device ML engineer, embedded AI engineer, TinyML engineer

Experimentation / A-B Testing Specialist Growing fast

You run fair tests comparing product versions to learn which one truly works better.

How to get in: From data science or product analytics after running many experiments; rare as a first job Also called: experimentation platform analyst, CRO analyst, online experimentation scientist

Head of Data / Chief Data & AI Officer Growing fast

You lead a company's whole data and AI strategy: the teams, budgets, and big bets.

How to get in: 15+ years through data/analytics/ML (machine learning) leadership roles; VP Data or Head of Analytics is the standard prior step Also called: CDO, CDAO, VP of data

Knowledge Engineer Growing fast

You organize a company's knowledge so AI tools can find and use it correctly.

How to get in: From library/information science, data analysis, or semantic-web backgrounds; RAG (Retrieval-Augmented Generation — feeding an AI facts to reduce mistakes)-focused portfolios are the modern door Also called: ontology engineer, knowledge graph engineer, taxonomy specialist

LLMOps Engineer Growing fast

You keep chatbot-style AI systems running smoothly, affordably, and safely once real customers depend on them.

How to get in: From MLOps (the practice of running machine-learning models in production), backend, or AI engineer roles after shipping an LLM (large language model — the AI behind tools like ChatGPT) system to production Also called: GenAIOps engineer, LLM platform engineer, LLM infrastructure engineer

Machine Learning Engineer Growing fast

You turn prediction software from a rough prototype into something reliable running for real customers.

How to get in: From software engineering plus ML (machine learning) coursework/projects, or data science with strengthened engineering; MS common but not required Also called: ML engineer, MLE, production ML engineer

ML Engineering Manager Growing fast

You lead a team of AI builders, balancing research ambitions against product deadlines.

How to get in: Promotion from senior/staff MLE or applied scientist after demonstrated mentorship; management-track alternative to staff engineer Also called: head of machine learning, AI engineering manager, data science manager

ML Research Scientist Growing fast

You invent and test new ways to make AI systems smarter, then share what you learn.

How to get in: PhD (or exceptional published/open-source research record) in ML (machine learning) or adjacent field; residencies and research internships are the on-ramp Also called: AI researcher, ML researcher, member of technical staff (research)

MLOps Engineer Growing fast

You build the plumbing that keeps a company's prediction systems running, updated, and watched.

How to get in: From DevOps (a way of working that merges software development and operations)/SRE (Site Reliability Engineering — keeping large systems fast and stable) learning ML (machine learning), or from MLE gravitating to infrastructure Also called: ML platform engineer, ML infrastructure engineer

Model Risk Manager Growing fast

You independently stress-test the prediction models banks and insurers rely on before they're trusted.

How to get in: From quant, actuarial, or data science backgrounds into bank/insurer MRM teams; strong regulated-industry demand Also called: model validation analyst, model risk officer, MRM quant

NLP Engineer Steady demand

You build software that reads and understands written language, like sorting messages or powering search.

How to get in: From CS/linguistics degrees or software engineering with Hugging Face portfolio work; overlaps increasingly with AI engineer hiring Also called: natural language processing engineer, language ML engineer, text mining engineer

People Analytics Specialist Steady demand

You use data about employees to help companies hire, pay, and keep people fairly.

How to get in: From HR operations plus analytics upskilling, or from data analyst roles into an HR function Also called: HR analyst, workforce analyst, talent analytics partner

Product Analyst Steady demand

You study how people use an app to help the team decide what to build next.

How to get in: From data analyst or via product/ops roles with SQL (the standard language for querying databases) skills; startups hire directly with a strong funnel-analysis portfolio Also called: growth analyst, product data analyst, user behavior analyst

Prompt Engineer Slower growth

You write and refine the instructions that tell AI systems exactly how to behave.

How to get in: From writing, linguistics, QA (Quality Assurance — software testing), or support roles plus demonstrable eval-driven prompt portfolios; increasingly hired as part of AI engineer/PM roles instead Also called: prompt designer, prompt ops specialist

Quantitative Analyst Steady demand

You build math models that help banks and funds price investments and manage risk.

How to get in: Quantitative MSc/PhD (math, physics, CS, financial engineering) plus internships; competitive and credential-heavy Also called: quant, quantitative researcher (finance), quant developer

Recommender Systems Engineer Steady demand

You build the systems that decide what shows up in feeds, searches, and shopping suggestions.

How to get in: From MLE roles at consumer/e-commerce companies; rarely entry-level due to scale requirements Also called: recsys engineer, personalization engineer, ranking engineer

Research Engineer Growing fast

You build the heavy-duty tools and systems that let AI researchers run huge experiments.

How to get in: From strong systems/software engineering plus demonstrated ML (machine learning) depth (open-source training/inference contributions are the classic door); no PhD required Also called: ML research engineer, member of technical staff (engineering)

Responsible AI / AI Ethics Specialist Growing fast

You check AI systems for unfairness and harm, helping teams fix problems before launch.

How to get in: From data science, policy, law, or social science research into responsible-AI teams; portfolio of audits/assessments helps Also called: AI ethicist, responsible AI lead, trust and safety AI specialist

RLHF / Model Evaluation Specialist Growing fast

You design the tests that decide whether an AI system is actually any good.

How to get in: From QA (Quality Assurance — software testing), data analysis, linguistics, or annotation leadership into eval roles; a fast-growing on-ramp into AI labs and product teams Also called: evals engineer, human preference data specialist, model quality analyst

Robotics / Autonomy ML Engineer Growing fast

You teach robots and vehicles to see, move, and act safely in the real world.

How to get in: MS/PhD in robotics or via software engineering at autonomy companies; internships and sim-based portfolio projects matter Also called: autonomy engineer, robot learning engineer, embodied AI engineer

Speech / Voice AI Engineer Growing fast

You build voice systems that listen, talk, and hold conversations, like phone assistants.

How to get in: From audio/DSP engineering or ML (machine learning) engineering with speech projects; voice-agent startups are the current entry surge Also called: speech recognition engineer, voice AI engineer, audio ML engineer

Statistician / Biostatistician Steady demand

You design studies and check the numbers behind medical trials and other high-stakes research.

How to get in: MS/PhD in statistics or biostatistics; pharma/CRO and government statistical services are classic entry doors Also called: biostatistician, applied statistician, research statistician

Streaming / Real-Time Data Engineer Growing fast

You build systems that react to data the instant it arrives, like fraud alerts.

How to get in: From data engineering or backend engineering after owning a Kafka/Flink workload Also called: real-time data engineer, event streaming engineer, Kafka engineer

Synthetic Data Engineer Growing fast

You create realistic fake data so companies can build and test without exposing private information.

How to get in: From data science, ML (machine learning) engineering, or privacy engineering with generative modeling depth Also called: synthetic data scientist, data generation engineer

IT Project Management 33 careers

Delivery, product, and project-leadership roles — the people who turn plans into finished, shipped software.

Agile Coach Slower growth

You teach teams and managers better ways of working, then step back once they improve.

How to get in: Years as scrum master/delivery lead plus coaching credentials (ICP-ACC, PSM (Professional Scrum Master) III, ICF (International Coaching Federation — the main professional-coaching body)); market has contracted sharply — enter with a consulting or delivery anchor skill. Also called: Enterprise Agile Coach, Agile Transformation Coach, Ways-of-Working Coach

Agile Delivery Lead Growing fast

You run a software team's weekly rhythm while also owning its budget, deadlines, and progress reports.

How to get in: Natural evolution for scrum masters adding delivery accountability or PMs adding agile depth; PMI-ACP or PSM (Professional Scrum Master) plus PM experience. Also called: Agile Project Manager, Iteration Lead, Squad Lead (delivery)

Business Analyst Steady demand

You interview people about how they work, then write down exactly what a new system needs.

How to get in: From operations, support or graduate analyst roles; IIBA ECBA (the entry-level business-analysis certification) to enter, CCBA (a mid-level business-analysis certification)/CBAP (Certified Business Analysis Professional) as experience builds. Also called: BA, Digital Business Analyst

Business Systems Analyst Steady demand

You become the expert on one big workplace system, tuning it to fit what people need.

How to get in: From super-user/admin roles in the business or IT support; platform certifications (Salesforce Admin, Workday Pro, ServiceNow CSA) are the actual currency. Also called: Application Analyst, ERP Analyst, Platform Analyst (Workday/Salesforce/ServiceNow)

Change Manager (Organizational Change) Growing fast

You help employees accept and use new systems by planning training, messages, and leadership support.

How to get in: From HR, communications, training or project roles; Prosci (a widely used change-management methodology) Certified Change Practitioner or CCMP is frequently required in postings. Also called: OCM Lead, Change Management Consultant, Adoption & Change Specialist

Delivery Manager Steady demand

You help a software team ship work steadily by clearing obstacles and keeping expectations realistic.

How to get in: From scrum master, PM or senior engineer routes; PSM (Professional Scrum Master)/PMI-ACP plus demonstrable flow-metrics fluency. Also called: Software Delivery Manager, Digital Delivery Manager

Digital Transformation Lead Growing fast

You lead a years-long effort to change how a whole company works and uses technology.

How to get in: Senior program manager, management consultant or change leader track record on at least one large transformation; MBA or big-4 background common, PMP (Project Management Professional — the leading project-management certification)/Prosci (a widely used change-management methodology) useful. Also called: Transformation Manager, Transformation Program Director, Business Transformation Lead

Engagement Manager (Consulting) Steady demand

You run projects for paying clients, keeping them happy while protecting your team and the profits.

How to get in: Consultant/senior consultant promoted into delivery leadership at a services firm; PMP (Project Management Professional — the leading project-management certification) common, commercial track record decisive. Also called: Client Delivery Manager, Professional Services Manager, Account Delivery Manager

Head of Delivery / VP Program Management Steady demand

You lead all the people who run projects, answering to top bosses for what gets delivered.

How to get in: 12-15+ years through program/PMO (Project Management Office)/delivery leadership with at least one large turnaround or scale-up; PMP (Project Management Professional — the leading project-management certification)/PgMP (a certification for managing multiple related projects) table stakes, track record decisive. Also called: VP of Delivery, Director of Program Management, Delivery Director

Implementation Manager Growing fast

You help new customers set up a software product and start getting value from it quickly.

How to get in: From customer support/success or business analysis into implementation; product-specific certifications (Salesforce, Workday, NetSuite) open doors. Also called: Implementation Specialist, Onboarding Project Manager, Deployment Manager (SaaS)

IT Business Analyst Steady demand

You work alongside software builders, translating business needs into exact instructions they can build from.

How to get in: BA (Business Analyst) plus growing technical depth, or QA (Quality Assurance — software testing)/support moving analyst-side; ECBA (the entry-level business-analysis certification)/CCBA (a mid-level business-analysis certification) plus SQL (the standard language for querying databases) portfolio; platform certs (Salesforce BA) help. Also called: Technical Business Analyst, Systems BA, Agile BA

IT Portfolio Manager Growing fast

You decide which company projects get money and people, and which ones should stop.

How to get in: Grow from program management or PMO (Project Management Office) leadership; PfMP (a certification for managing a portfolio of projects) or SAFe (Scaled Agile Framework — a way of running agile across many teams) LPM certification plus a track record of financial fluency. Also called: Project Portfolio Manager, PPM Lead, Lean Portfolio Manager

IT Program Manager Steady demand

You coordinate several related projects at once so together they deliver one big business result.

How to get in: Promotion from senior IT PM after running multi-team projects; PgMP (a certification for managing multiple related projects) or MSP certification differentiates, PMP (Project Management Professional — the leading project-management certification) usually assumed. Also called: Technical Program Manager (org-scoped), Programme Manager

IT Project Manager Steady demand

You plan a tech project, track its budget and timeline, and keep everyone honest about progress.

How to get in: Move up from project coordinator/BA (Business Analyst) or sideways from a technical role; CAPM (Certified Associate in Project Management — the entry-level PMP (Project Management Professional — the leading project-management certification)) to enter, PMP once 36 months of experience accrues. Also called: Project Manager (IT), Software Project Manager, Digital Project Manager

IT Service Manager (ITSM) Steady demand

You design the routines a company follows when tech breaks or changes, and keep improving them.

How to get in: From service desk, ops or QA (Quality Assurance — software testing) into a process ownership role; ITIL (the most common framework for running IT services) 4 Foundation then practice-specific ITIL 4 Practitioner modules. Also called: Service Management Lead, ITSM Process Owner, Problem/Incident Manager

IT Vendor / Contract Manager Growing fast

You handle the companies your employer buys technology from, negotiating deals and checking they deliver.

How to get in: From procurement, PMO (Project Management Office) or IT finance roles; CIPS or IAITAM certifications help, SaaS (Software as a Service — software you use over the web)/cloud spend fluency is the differentiator now. Also called: Vendor Management Office Analyst, Supplier Manager, Technology Sourcing Manager

Kanban / Flow Manager Steady demand

You study how work moves through a team and remove the traffic jams slowing it down.

How to get in: Usually a scrum master, delivery manager or ops lead who goes deep on flow; KMP (Kanban Management Professional) or PSK differentiates. Also called: Flow Master, Kanban Service Delivery Manager, Flow Coach

Migration Project Manager Growing fast

You plan the big weekend when a company moves its systems, including what happens if it fails.

How to get in: Experienced IT PM plus infrastructure/cloud fluency; AWS/Azure fundamentals certs plus PMP (Project Management Professional — the leading project-management certification) is a common combination. Also called: Cloud Migration PM, Data Center Migration Manager, ERP Migration Lead

PMO Analyst Steady demand

You gather updates from many projects and turn them into clear reports leaders rely on.

How to get in: Common first PM-domain job from graduate schemes or admin/analyst roles; CAPM (Certified Associate in Project Management — the entry-level PMP (Project Management Professional — the leading project-management certification)) or P3O Foundation strengthens the application. Also called: Project Controls Analyst, Portfolio Analyst, PMO Officer

PMO Director Steady demand

You run the department that oversees all projects, setting standards and growing the project managers.

How to get in: 10+ years through PM, program and PMO (Project Management Office) management roles; PMP (Project Management Professional — the leading project-management certification) plus PfMP (a certification for managing a portfolio of projects)/P3O and evidence of building or turning around a PMO. Also called: Head of PMO, Director of Project Management Office, EPMO Leader

Process Improvement Analyst Steady demand

You watch how work really gets done, find the waste, and redesign it to flow better.

How to get in: From operations, quality or analyst roles; Lean Six Sigma (a method for improving and streamlining processes) Green Belt is the standard entry credential, Black Belt for leading programs. Also called: Process Analyst, Continuous Improvement Lead, Lean Six Sigma Analyst

Product Manager Steady demand

You decide what a product should do next by listening to users and studying the numbers.

How to get in: Lateral from engineering, design, BA (Business Analyst), consulting or support; APM programs at larger firms; portfolio of shipped outcomes beats certificates. Also called: Digital Product Manager, Software Product Manager

Product Operations Manager Steady demand

You fix the tools and routines a product team uses so they spend time on customers.

How to get in: From product analyst, program management or ops roles; no dominant cert — portfolio of process/tooling wins carries the interview. Also called: Product Ops, PMO for Product, Product Enablement Manager

Product Owner Slower growth

You keep one team's to-do list in order and decide what is worth building next.

How to get in: From BA (Business Analyst), domain SME (Subject-Matter Expert) or junior product roles; PSPO (Professional Scrum Product Owner) I or SAFe (Scaled Agile Framework — a way of running agile across many teams) POPM. Note: many orgs are merging PO into product manager, so treat it as a stepping stone. Also called: PO, SAFe Product Owner, Digital Product Owner

Project Coordinator Slower growth

You keep a project's calendar, notes, and to-do lists in order so managers can focus.

How to get in: Entry-level from any degree or admin background; CAPM (Certified Associate in Project Management — the entry-level PMP (Project Management Professional — the leading project-management certification)) or Google Project Management Certificate signals intent. Note: AI is automating the pure-admin portion, so the path now requires quickly moving up. Also called: Project Administrator, Junior Project Manager, Project Support Officer

Release Manager Steady demand

You control when and how new software updates go live, so launches are safe and smooth.

How to get in: From QA (Quality Assurance — software testing), ops, or coordinator roles in delivery-heavy orgs; ITIL (the most common framework for running IT services) 4 Foundation plus CI/CD (automated building, testing and releasing of software) fluency; pure manual-gate release roles are shrinking. Also called: Release & Deployment Manager, ITIL Release Manager, Release Coordinator

Release Train Engineer (RTE) Steady demand

You keep five to twelve software teams moving in sync toward the same big deadlines.

How to get in: Experienced scrum master or program manager inside a SAFe (Scaled Agile Framework — a way of running agile across many teams) shop; SAFe RTE certification plus PI planning scar tissue. Tied to SAFe adoption, which is plateauing. Also called: ART Leader, Solution Train Engineer (senior variant), Program-level Scrum Master

Requirements Engineer Steady demand

You write precise, checkable descriptions of what high-stakes systems must do, and track every change.

How to get in: From BA (Business Analyst), QA (Quality Assurance — software testing) or systems engineering into regulated domains; IREB / CPRE (the standard certification for writing requirements) CPRE Foundation is the recognized entry cert. Also called: Requirements Manager, Requirements Analyst (regulated/systems)

Resource Manager Steady demand

You match people's skills and time to projects, so nobody sits idle or burns out.

How to get in: From PMO (Project Management Office), HR operations or staffing coordination; no dominant cert — portfolio tooling fluency and trusted judgment are the currency. Also called: Resource & Capacity Manager, Workforce Planning Manager (delivery), Staffing Manager (professional services)

Scrum Master Slower growth

You keep a software team organized and unblocked so they can ship work every couple of weeks.

How to get in: From developer, QA (Quality Assurance — software testing), BA (Business Analyst) or coordinator roles; PSM (Professional Scrum Master) I (Scrum.org) or CSM (Certified ScrumMaster), but a shrinking market now expects a second skill (delivery, RTE, or technical). Also called: Agile Team Facilitator, SAFe Scrum Master/Team Coach, Iteration Manager

Service Delivery Manager Steady demand

You make sure the tech services a client pays for actually work well, day after day.

How to get in: From service desk/incident management or support team lead roles; ITIL (the most common framework for running IT services) 4 Foundation minimum, Managing Professional for progression. Also called: SDM, IT Service Delivery Lead, Managed Services Delivery Manager

Technical Product Manager Growing fast

You decide what gets built for products whose customers are software engineers, like tools and platforms.

How to get in: Most commonly ex-engineers or solution architects moving into product; CS background or equivalent demonstrable technical depth is near-mandatory. Also called: Platform Product Manager, API Product Manager, Infrastructure PM

Technical Project Manager Growing fast

You guide engineers through big, complicated builds, spotting hidden problems and keeping the work on track.

How to get in: Most come from software engineering, QA (Quality Assurance — software testing) or sysadmin backgrounds and add delivery skills; PMP (Project Management Professional — the leading project-management certification) or CSM (Certified ScrumMaster) helps but demonstrated technical fluency matters more. Also called: TPM, Technical Program Manager (project-scoped), Engineering Project Manager

The fastest-growing tech careers right now

Of the 187 careers in the PrimePath catalog, 82 are growing fast, 86 hold steady demand, and we flag the 19 in slower-growth territory honestly — because a career test that only tells you what you want to hear isn't worth taking. Cybersecurity and AI & data concentrate the fastest growth: security analysts, penetration testers, cloud security engineers, data scientists, machine-learning engineers, and analytics engineers all sit in high demand for 2026. On the IT side, cloud, DevOps, platform, and site-reliability engineering keep climbing, while traditional help-desk and manual-QA roles face automation pressure. Take the free test to see which of the growing fields fits how you actually like to work.

Tech careers you can start without a degree

Many of the highest-demand roles here are reachable through certifications and demonstrable skills rather than a four-year degree. Cybersecurity analysts often start with CompTIA Security+, cloud engineers with an AWS or Azure associate cert, IT support with CompTIA A+, project coordinators with CAPM, and data analysts with a certificate plus a portfolio. Your results list the exact certifications that open each door, so you can see the shortest realistic path from where you are now to a job offer.

Frequently asked questions

Is the PrimePath tech career test free?

Yes — completely free, no sign-up, no email. Your answers never leave your browser and your results appear instantly.

Is it scientifically valid?

PrimePath measures the six RIASEC areas of the Holland Code — career psychology's most researched framework — with a question format and scoring modeled on the U.S. Department of Labor's O*NET Interest Profiler. Every question is a real work task from our 187-career catalog, and matching runs against interest signatures built from the NIST NICE framework, SFIA 9, PMI standards, and current hiring data.

Which careers can it match me to?

187 careers across four tracks: IT & Software (61 roles), Cybersecurity (47 roles), AI & Data (46 roles), and IT Project Management (33 roles) — from entry-level help desk and SOC analyst to architect and leadership roles. Every match shows the specific hard and soft skills that career demands.

Do I need a technical background?

No. PrimePath measures interests, not skills — it works for students, career changers, and tech professionals considering a pivot alike.

How long does it take?

About 5 minutes: 30 quick questions where you rate how much you'd enjoy each work activity.

Will it tell me exactly which career to pick?

It gives you evidence, not orders. Fit scores show where your interests point; use them to shortlist careers, then explore the skills and certifications each one needs.

What is the best tech career for me?

There's no single best tech career — the best one is the field whose day-to-day work matches how you like to spend your time. That's exactly what PrimePath measures: it ranks all 187 roles by fit so "best for me" becomes a specific, personal answer instead of a guess.

Which tech careers pay the most and are in demand?

In 2026, roles in cybersecurity (security engineer, penetration tester), AI & data (machine-learning engineer, data scientist), and cloud infrastructure (cloud and platform engineers) combine strong pay with high demand. PrimePath flags which of these fit your interests, and which certifications get you in the door.

Do I need to be good at math or coding to work in tech?

Not for every role. Data science and machine learning lean on math; project management, IT support, GRC, and business analysis lean far more on communication, organization, and problem-solving. PrimePath's questions surface which kind of work energizes you, then points you at roles that fit — coding-heavy or not.