AI Skills Index

How many live AI-company job ads mention each skill.

SkillJobsOpen outside US
Agents4,215
549
Security2,850
405
Python2,610
287
Evals2,066
221
LLM1,703
217
Go-to-market1,609
233
Inference1,192
149
AWS1,101
111
GPU1,056
121
Kubernetes931
113
SQL927
66
Azure870
73
GCP836
78
Go802
109
C++800
43
TypeScript760
85
Data pipelines693
51
Robotics648
25
Spark598
53
Reinforcement learning530
20
Rust418
29
React389
45
Fine-tuning383
33
Speech369
136
PyTorch362
48
Terraform349
42
RAG255
43
MLOps200
21
Vector databases192
64
Distributed training153
29
Prompt engineering151
15
CUDA134
22
TensorFlow133
17
JAX125
17
NLP102
20
Computer vision92
7
RLHF80
4
Triton70
13
Diffusion41
7