DevPulseDevPulse
Live
Developer Activity50 countries · 26 hubs
Devs Online Now
11,200,000
+833.333/s joining
Salary by Role
  • AI/ML Engineer$185,00022%
  • Security Engineer$162,00019%
  • DevOps / Platform Eng$155,00014%
  • Data Engineer$148,00017%
  • Backend Engineer$142,00011%
  • Full Stack Dev$138,0008%
  • Mobile Developer$125,0006%
  • Frontend Developer$118,0005%
44countries active

GitHub Activity

Commits / sec
8,40060/s
New Jobs / min
142
Open Source Repos
420,000,000

AI Tool Adoption

Devs using AI67%
SO Questions / hr
2,400
AI Tools Available
340+
AI Code Completions / day
1.2B+

AI Replacement Risk

Data Entry / CRUD DevCRITICAL
AI automation risk87%
ADVICE

Shift to AI tooling, prompt engineering, or data pipeline work.

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QA / Manual TesterHIGH
AI automation risk76%
ADVICE

Learn automation (Playwright, Cypress) and AI test generation.

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Junior Frontend DevHIGH
AI automation risk61%
ADVICE

Specialize in design systems, 3D/WebGL, or complex state management.

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Backend API DevMEDIUM
AI automation risk48%
ADVICE

Move toward distributed systems, real-time infra, or AI backends.

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Full Stack DevMEDIUM
AI automation risk41%
ADVICE

Focus on product ownership, architecture decisions, and AI integration.

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DevOps EngineerLOW
AI automation risk32%
ADVICE

Platform engineering and FinOps skills create a deep moat.

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AI/ML EngineerSAFE
AI automation risk18%
ADVICE

You are building the tools. Stay current on research.

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Security EngineerSAFE
AI automation risk14%
ADVICE

AI increases attack surface demand for this role is accelerating.

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Hot Niches · Demand Index

AI / LLM Engineering
+340%$185/hr
98
RAG & Vector DBs
+280%$165/hr
91
DevOps / Kubernetes
+95%$145/hr
88
React / Next.js
+60%$120/hr
85
Cybersecurity
+88%$160/hr
82
Mobile (React Native)
+45%$115/hr
78
Web3 / Smart Contracts
+120%$155/hr
74