Code Generation

Frequently asked questions

• What is Code Generation and how common is it in AI job postings?

  Code Generation is a skill in the "ML Techniques" category. It currently appears in 301 active AI roles across 83 companies in our index.

• Which companies are hiring for Code Generation?

  The top employers with active AI roles mentioning Code Generation are: Amazon (49), NVIDIA (29), Capital One (21), Google (10), Mistral AI (9).

• Is demand for Code Generation growing?

  Over the last 12 weeks, 205 new AI postings mentioned Code Generation. Demand is rising — up 69% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Code Generation used?

  Roles requiring Code Generation are concentrated in: agents (55%), serving infrastructure (22%), application (8%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Code Generation?

  Job postings that mention Code Generation most often also require: Machine Learning, Agentic Systems, System Design, Large Language Models (LLMs), Python.