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Tech Jobs Are Splitting: Some Safe, Some Doomed

Tech Workers:
AI Is Eating The Easy Jobs

The irony: tech workers building AI are also being replaced by it. Junior devs, QA, tech support — 60-75% automation risk. But specialization protects you.

29%
Avg. Risk Score
34
Jobs Analyzed
~5M
Workers Affected
Find Your Job

The Tech Jobs Split: Commoditized vs. Strategic

💻

AI Writes Code Now

GitHub Copilot, Cursor, and ChatGPT can build CRUD apps, write tests, and refactor code. Junior dev work — the "easy tickets" — is being automated first.

🧪

Testing Is Automated

AI test generation tools create comprehensive test suites automatically. Manual QA and repetitive testing jobs are disappearing fast — automation coverage is now 80%+ for most companies.

🛡️

But Complex Roles Thrive

Cybersecurity, infrastructure, system architecture — jobs requiring deep expertise and judgment are growing. The key: move from execution to strategy before AI commoditizes your role.

Find Your Job

Click any job to see your specific risk score, timeline, and escape routes

QA Tester / Quality Assurance

QA testers manually test software, identify bugs, verify functionality, and ensure quality before release.

85%
$58,570
190,000
Declining

IT Help Desk / Tech Support

IT help desk technicians troubleshoot technical issues, answer support tickets, reset passwords, and guide users through basic IT problems.

82%
$52,270
850,000
Declining

Technical Writer

Technical writers create documentation, user guides, API references, and help articles for software and technical products.

76%
$78,060
50,000
Declining

Junior Developer / Coding Intern

Junior developers write code, fix bugs, implement features, and learn from senior engineers in software development teams.

72%
$65,000
350,000
Transforming

Network Administrator

Network Administrators install, configure, and maintain computer networks, ensuring reliable connectivity and security for organizations.

40%
$115,000
150,000
Stable

Quality Assurance Tester

QA Testers verify that software applications work correctly by designing test cases, executing tests, and reporting bugs to development teams.

35%
$72,000
200,000
Stable

QA Automation Engineer

QA Automation Engineers design, develop and maintain automated testing frameworks to ensure software quality and reliability.

35%
$115,000
150,000
Stable

Systems Administrator

Systems Administrators manage and maintain computer systems, servers, and networks to ensure reliable IT infrastructure operations.

35%
$115,000
150,000
Stable

Knowledge Management Specialist

Knowledge Management Specialists develop systems to capture, organize, and share organizational knowledge, improving collaboration and decision-making.

35%
$115,000
150,000
Stable

IT Project Manager

IT Project Managers plan and oversee technology projects, coordinating teams, managing budgets, and ensuring successful delivery of IT initiatives.

35%
$115,000
150,000
Stable

Database Administrator

Database Administrators design, implement, maintain, and secure database systems, ensuring data availability, performance, and integrity.

30%
$102,000
170,000
Growing +8%

Software Developer in Test (SDET)

Software Developers in Test (SDETs) combine development skills with testing expertise to build robust quality assurance systems.

30%
$138,000
150,000
Growing +15%

Cloud Support Engineer

Cloud Support Engineers help customers troubleshoot cloud infrastructure issues, optimize deployments, and implement best practices for cloud services.

30%
$138,000
150,000
Growing +15%

Software Developer

Software developers design, build, and maintain software applications and systems.

25%
$124,200
1.8 million
Growing +25%

Developer Relations Engineer

Developer Relations Engineers bridge the gap between companies and developer communities through advocacy, education, and technical content.

25%
$138,000
150,000
Growing +15%

IT Security Analyst

IT Security Analysts protect organizations from cyber threats by monitoring systems, analyzing vulnerabilities, and implementing security measures.

25%
$138,000
150,000
Growing +15%

DevOps Engineer

DevOps Engineers bridge development and operations, automating deployment pipelines and managing cloud infrastructure.

23%
$120,000
180,000
Growing +25%

Data Analyst

Data analysts collect, process, and perform statistical analyses on large datasets to help organizations make decisions.

20%
$82,360
500,000
Growing +35%

Senior Software Engineer

Senior Software Engineers design and implement complex software systems, mentor junior developers, and make architectural decisions for engineering teams.

20%
$150,000
1,500,000
Growing +25%

Cloud Engineer

Cloud Engineers design, implement, and maintain cloud computing systems and infrastructure for organizations.

20%
$125,000
300,000
Growing +30%

Penetration Tester

Penetration Testers simulate cyber attacks to identify security vulnerabilities in systems, networks, and applications before malicious actors can exploit them.

20%
$120,000
75,000
Growing +35%

Business Intelligence Developer

BI Developers design and build data warehouses, dashboards, and reporting systems that help organizations make data-driven decisions.

20%
$95,000
100,000
Growing +20%

Technical Product Manager

Technical Product Managers own products with significant technical complexity, working closely with engineering to define requirements and make architecture trade-offs.

20%
$135,000
80,000
Growing +18%

Solutions Architect

Solutions Architects design complex technical solutions that align with business requirements and integrate multiple systems.

18%
$145,000
200,000
Growing +25%

Cybersecurity Analyst

Cybersecurity analysts protect computer networks and systems from cyber threats and attacks.

15%
$112,000
160,000
Growing +35%

Security Engineer

Security Engineers design and implement security systems, conduct vulnerability assessments, and protect organizations from cyber threats.

15%
$135,000
150,000
Growing +35%

AI/ML Engineer

AI/ML Engineers build and deploy machine learning models, create ML pipelines, and productionize AI systems for real-world applications.

15%
$160,000
100,000
Growing +50%

Engineering Manager

Engineering Managers lead software engineering teams, combining technical expertise with people management, hiring, and organizational strategy.

15%
$175,000
250,000
Growing +20%

Analytics Manager

Analytics Managers lead data analytics teams, define analytics strategy, and translate data insights into business recommendations.

15%
$130,000
150,000
Growing +25%

AI Language Specialist

AI Language Specialists work on natural language processing systems, improving AI language models through data annotation, prompt engineering, and quality evaluation.

15%
$95,000
20,000
Growing +40%

Product Manager

Product managers guide the success of a product and lead the cross-functional team responsible for improving it.

10%
$125,000
200,000
Growing +20%

Director of Product

Directors of Product lead product strategy across multiple products or a significant product line, managing product managers and defining roadmaps.

10%
$185,000
100,000
Growing +20%

Senior Product Manager

Senior Product Managers define product strategy, lead cross-functional teams, and drive product development from conception to launch for significant product areas.

10%
$145,000
200,000
Growing +22%

Chief Information Security Officer (CISO)

CISOs lead enterprise security strategy, manage security teams, and protect organizations from cyber threats while enabling business objectives.

10%
$225,000
20,000
Growing +30%

Your Escape Routes

Tech skills transfer to these specialized, AI-resistant careers

Solutions Architect

32% risk | +14%

System design requires business context AI lacks

6-12 months transition time

DevOps/Platform Engineer

35% risk | +12%

Infrastructure complexity needs human judgment and troubleshooting

6-12 months transition time

Cybersecurity Analyst

25% risk | +22%

Threat detection and incident response require adaptive human expertise

6-12 months transition time

Product Manager (Technical)

28% risk | +10%

Combines tech skills with strategy and stakeholder management

6-12 months transition time
View all transition paths for each job →

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Common Questions

"I know how to use AI tools — that protects me, right?"
Using AI tools makes you more productive, but if your entire job can be done with AI tools, companies will realize they need fewer people. One senior dev with Copilot can now do the work of 3 juniors. The answer isn't "use AI better" — it's "move to work AI can't do."
"My bootcamp promised tech jobs are safe"
Bootcamps teach the basics that AI now does automatically. Entry-level developer hiring is down 30% since ChatGPT launched. That doesn't mean tech is dead — it means you need specialization. Generic "full-stack developer" isn't enough anymore. You need a niche: infrastructure, security, ML, or move toward product/architecture.
"Won't senior roles also be automated eventually?"
Maybe in 10-15 years. But right now, AI struggles with system design, security architecture, and infrastructure troubleshooting. These require deep context, business understanding, and judgment. The automation wave hits commoditized work first, then slowly creeps upward. You have time to specialize — but not forever.
"I'm stuck doing QA — how do I transition?"
Specialize in areas AI struggles with: security testing (penetration testing, vulnerability assessment), performance engineering, or accessibility testing. Or pivot to DevOps/infrastructure — QA engineers understand systems end-to-end, which transfers well. Learn Docker, Kubernetes, CI/CD pipelines. Transition time: 6-9 months.

The Best Time To Act Is Now

Every month you wait, more people start competing for the same safe jobs. Get ahead while the transition paths are still open.

Check Your Job's Risk Score

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