Skill cluster · 27 skills

AI API Development

Builds AI-powered APIs using FastAPI, LangChain, containerization, and retrieval-augmented generation. Roles include AI engineers and full-stack engineers.

1.7kLive openings

$167,709Median salary

293Roles touched

0.32Cohesion

Skills in this cluster

Ordered by centrality — how strongly each anchors the group.

3 openings6 roles

3 openings6 roles

API Development +0%

15 openings13 roles

88 openings33 roles

Containerization +0%

41 openings21 roles

Vector Databases +0%

19 openings11 roles

Platform Engineering +0%

42 openings31 roles

27 openings20 roles

Retrieval-Augmented Generation +0%

4 openings5 roles

Microservices Architecture +0%

2 openings4 roles

AI-Assisted Development +0%

5 openings6 roles

4 openings5 roles

System Design +0%

31 openings36 roles

39 openings26 roles

Performance Optimization +0%

39 openings37 roles

71 openings56 roles

Systems Architecture +0%

113 openings80 roles

Monitoring & Observability +0%

77 openings57 roles

Software Engineering +44.2%

225 openings131 roles

Prompt Engineering +0%

4 openings6 roles

14 openings12 roles

Machine Learning & Deep Learning +0%

356 openings137 roles

3 openings4 roles

1 openings3 roles

Cross-functional Leadership +0%

147 openings111 roles

334 openings190 roles

Predictive Analytics +0%

7 openings6 roles

Roles that hire this cluster

21 matching skills · $156,500

Full-Stack Engineer

21 matching skills · $127,448

Solutions Architect

18 matching skills · $160,000

Machine Learning Engineer

17 matching skills · $201,000

Principal Software Engineer

15 matching skills · $159,429

13 matching skills · $133,651

Platform Engineer

13 matching skills · $218,124

Backend Engineer

12 matching skills · $176,846

Adjacent clusters

Penetration Testing & Network Security Unit Testing & Integration Testing CI/CD & Cloud Infrastructure PySpark & Apache Spark Rust & Observability