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82+
Live roles tracked
32+
AI companies hiring
123+
Skills mapped
40-60%
AI salary premium
Core services

Three capabilities across your AI career

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Hottest roles · Salary snapshot

🔥 Top 5 in-demand roles (2026)

  • 1
    Machine Learning Engineer
    Demand score 95
    +18%
  • 2
    AI Research Scientist
    Demand score 90
    +12%
  • 3
    LLM Engineer
    Demand score 88
    +120%
  • 4
    AI Product Manager
    Demand score 85
    +35%
  • 5
    Computer Vision Engineer
    Demand score 82
    +15%
See full job market analysis →

💰 US senior avg. ($k / year)

  • Machine Learning Engineer$275k
  • AI Research Scientist$225k
  • LLM Engineer$180k
  • AI Agent Developer$175k
  • Computer Vision Engineer$170k
  • NLP Engineer$170k
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Industry insight

AI's four golden tracks

🧠

LLM Development

Train, fine-tune and optimize large language models — build the model foundation.

35k - 80k
🤖

AI Agent

Build autonomous agents and multi-agent systems that complete complex task chains.

30k - 70k
📐

AI Product Manager

Define AI product forms — connect technical capability to business value.

25k - 55k
🛡️

Model Safety

Keep models trustworthy, controllable and compliant — enabling AI at scale.

35k - 75k
Success stories

They already dance with AI

The transition was challenging but worth it. Building RAG systems is way more exciting than CRUD APIs. The key was shipping 4 real projects before applying.

R
R.K.
Backend Engineer (Java/Spring)LLM Engineer · 8 months

I didn't need to become an engineer, but I did need to understand what's possible with AI. Built 3 no-code AI projects to prove I could ship.

S
S.M.
Product ManagerAI Product Manager · 4 months

Coming from physics, the math wasn't hard. The engineering was. I had to learn to write production code, not just research scripts.

J
J.L.
PhD PhysicsML Research Scientist · 6 months
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