AI Skills Index
How many live AI-company job ads mention each skill.
| Skill | Jobs | Open outside US | |
|---|---|---|---|
| Agents | 4,215 | 549 | |
| Security | 2,850 | 405 | |
| Python | 2,610 | 287 | |
| Evals | 2,066 | 221 | |
| LLM | 1,703 | 217 | |
| Go-to-market | 1,609 | 233 | |
| Inference | 1,192 | 149 | |
| AWS | 1,101 | 111 | |
| GPU | 1,056 | 121 | |
| Kubernetes | 931 | 113 | |
| SQL | 927 | 66 | |
| Azure | 870 | 73 | |
| GCP | 836 | 78 | |
| Go | 802 | 109 | |
| C++ | 800 | 43 | |
| TypeScript | 760 | 85 | |
| Data pipelines | 693 | 51 | |
| Robotics | 648 | 25 | |
| Spark | 598 | 53 | |
| Reinforcement learning | 530 | 20 | |
| Rust | 418 | 29 | |
| React | 389 | 45 | |
| Fine-tuning | 383 | 33 | |
| Speech | 369 | 136 | |
| PyTorch | 362 | 48 | |
| Terraform | 349 | 42 | |
| RAG | 255 | 43 | |
| MLOps | 200 | 21 | |
| Vector databases | 192 | 64 | |
| Distributed training | 153 | 29 | |
| Prompt engineering | 151 | 15 | |
| CUDA | 134 | 22 | |
| TensorFlow | 133 | 17 | |
| JAX | 125 | 17 | |
| NLP | 102 | 20 | |
| Computer vision | 92 | 7 | |
| RLHF | 80 | 4 | |
| Triton | 70 | 13 | |
| Diffusion | 41 | 7 |