Skip to content

Skills · General engineering

Cloud and Kubernetes

Not taught here

Containers, orchestration and cloud platforms.

Mentioned in 45 of 338 recorded research roles (13%) and 436 of 1,837 technical roles (24%), as of October 2, 2026.

Learn it here

This site does not teach it. It is tracked here so you can see how often labs ask for it.

These counts describe the October 2, 2026 snapshot; postings need a fresh check. Explore opportunities.

Everything here that teaches it

Nothing on this site teaches it yet. It is listed so you can see how often labs ask for it.

Also in General engineering: Working with customers, C++, Rust or Go.

Who asks for it

Recorded roles that mention it

436 recorded postings mention it. Here are the newest 60 research, fellowship, applied and ML-systems roles; the rest are on the role pages linked above. Each title opens the lab's own posting.

  1. Commercial Field Engineer - Pre-sales ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated · $150k to $210k base

  2. Commercial Field Engineer - Pre-sales - London ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated

  3. Commercial Field Engineer - Pre-sales - San Francisco ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated · $150k to $210k base

  4. Commercial Field Engineer – Post-sales ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated

  5. Enterprise Field Engineer - Pre-sales ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated

  6. Enterprise Field Engineer - Pre-sales - SouthEast (Atlanta) ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated

  7. Enterprise Field Engineer – Post-sales ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated · $200k to $250k base

  8. Enterprise Field Engineer, Pre Sales - New York ↗

    CodeRabbit · Applied AI and forward-deployed · No degree stated · $200k to $270k base

  9. Forward Deployed Product Engineer ↗

    Cosine · Applied AI and forward-deployed · No degree stated

  10. Software Engineer, ML Infrastructure ↗

    Cursor (Anysphere) · ML systems and infrastructure · No degree stated

  11. Software Engineer, ML Platform ↗

    Cursor (Anysphere) · ML systems and infrastructure · No degree stated

  12. Research Engineer (Agentic Models) ↗

    JetBrains (Junie, Mellum) · Research scientists and engineers · No degree stated

  13. Staff Research Engineer (LLM Pre-Training) ↗

    JetBrains (Junie, Mellum) · Research scientists and engineers · No degree stated

  14. Research Engineering Lead ↗

    Lovable · Research scientists and engineers · No degree stated

  15. Forward Deployed Engineer ↗

    OpenHands (formerly All Hands AI) · Applied AI and forward-deployed · No degree stated · $175k to $240k base

  16. Partner Solutions Engineer ↗

    Vercel (v0) · Applied AI and forward-deployed · No degree stated · $176k to $225k base

  17. Solutions Architect ↗

    Vercel (v0) · Applied AI and forward-deployed · No degree stated · $190k to $340k base

  18. Forward Deployed Engineer ↗

    Warp · Applied AI and forward-deployed · No degree stated · $200k to $250k base

  19. Research Engineer, Asta ↗

    Allen Institute for AI (Ai2) · Research scientists and engineers · PhD preferred · $129k to $193k base

  20. Senior Research Engineer, Olmo + Molmo ↗

    Allen Institute for AI (Ai2) · Research scientists and engineers · PhD or equivalent experience · $174k to $261k base

  21. [Expression of Interest] Research Engineer / Scientist, Alignment - London ↗

    Anthropic · Research scientists and engineers · No degree stated

  22. Applied AI Architects, Partner ↗

    Anthropic · Applied AI and forward-deployed · No degree stated

  23. Applied AI Architects, Partner ↗

    Anthropic · Applied AI and forward-deployed · No degree stated

  24. Engineering Manager, Inference Infrastructure ↗

    Anthropic · ML systems and infrastructure · No degree stated · $405k to $625k base

  25. Research Engineer / Performance Engineer, RL Distributed Systems ↗

    Anthropic · Research scientists and engineers · No degree stated · $500k to $850k base

  26. Research Engineer / Research Scientist, Tokens ↗

    Anthropic · Research scientists and engineers · No degree stated · $350k to $500k base

  27. Research Engineer / Scientist, Alignment ↗

    Anthropic · Research scientists and engineers · No degree stated · $350k to $500k base

  28. Research Engineer, Discovery ↗

    Anthropic · Research scientists and engineers · No degree stated · $350k to $850k base

  29. Research Engineer, Machine Learning (Reinforcement Learning) ↗

    Anthropic · Research scientists and engineers · No degree stated · $500k to $850k base

  30. Research Engineer, Machine Learning (Reinforcement Learning) ↗

    Anthropic · Research scientists and engineers · No degree stated

  31. Research Engineer, Pretraining ↗

    Anthropic · Research scientists and engineers · Master's or PhD required

  32. Research Engineer/Research Scientist, Pre-training ↗

    Anthropic · Research scientists and engineers · Master's or PhD required · $350k to $850k base

  33. Staff + Senior Software Engineer, Inference ↗

    Anthropic · ML systems and infrastructure · No degree stated

  34. Staff + Senior Software Engineer, Inference Deployment ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  35. Staff + Senior Software Engineer, Inference Infrastructure ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  36. Staff + Sr. Software Engineer, Cloud Inference ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  37. Staff + Sr. Software Engineer, Cloud Inference Launch Engineering ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  38. Staff Infrastructure Engineer, Cluster Infrastructure ↗

    Anthropic · ML systems and infrastructure · No degree stated

  39. Staff Research Engineer, Discovery Team ↗

    Anthropic · Research scientists and engineers · No degree stated · $350k to $850k base

  40. Staff Software Engineer, Inference ↗

    Anthropic · ML systems and infrastructure · No degree stated

  41. Staff Software Engineer, Inference ↗

    Anthropic · ML systems and infrastructure · No degree stated

  42. Staff Software Engineer, Infrastructure (Distributed Systems) ↗

    Anthropic · ML systems and infrastructure · No degree stated

  43. Staff+ Infrastructure Engineer, Cluster Infrastructure ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  44. Staff+ Site Reliability Engineer, Safeguards ML Infra ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  45. Staff+ Software Engineer, Inference Velocity ↗

    Anthropic · ML systems and infrastructure · No degree stated · $405k to $485k base

  46. Staff+ Software Engineer, Infrastructure (Distributed Systems) ↗

    Anthropic · ML systems and infrastructure · No degree stated · $320k to $485k base

  47. Forward Deployed Engineer (India) ↗

    Cartesia · Applied AI and forward-deployed · No degree stated

  48. Research Engineer, Data Infrastructure (Language Modeling) ↗

    Cartesia · Research scientists and engineers · No degree stated · $200k to $350k base

  49. Machine Learning Infrastructure Engineer ↗

    Character.AI · ML systems and infrastructure · No degree stated · $150k to $350k base

  50. Principal Research Engineer, Post-Training ↗

    Character.AI · Research scientists and engineers · PhD or equivalent experience · $275k to $400k base

  51. Research Engineer, AI Safety & Alignment ↗

    Character.AI · Research scientists and engineers · PhD or equivalent experience · $225k to $400k base

  52. Research Engineer, Post-Training (All Industry Levels) ↗

    Character.AI · Research scientists and engineers · PhD or equivalent experience · $225k to $400k base

  53. Engineering Manager, GPU Infrastructure ↗

    Cohere · ML systems and infrastructure · No degree stated

  54. Forward Deployed Engineer, Infrastructure Specialist (Europe) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  55. Forward Deployed Engineer, Infrastructure Specialist (France) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  56. Forward Deployed Engineer, Infrastructure Specialist (Middle East) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  57. Forward Deployed Engineer, Infrastructure Specialist (North America) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  58. Forward Deployed Engineer, Infrastructure Specialist (Public Sector) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  59. Forward Deployed Engineer, Infrastructure Specialist (Singapore) ↗

    Cohere · Applied AI and forward-deployed · No degree stated

  60. Forward Deployed Engineer, Infrastructure Specialist (South Korea) ↗

    Cohere · Applied AI and forward-deployed · No degree stated