LLM Evaluation & Grading

Frequently asked questions

• What is LLM Evaluation & Grading and how common is it in AI job postings?

  LLM Evaluation & Grading is a skill in the "LLM & Foundation Models" category. It currently appears in 1,136 active AI roles across 160 companies in our index.

• Which companies are hiring for LLM Evaluation & Grading?

  The top employers with active AI roles mentioning LLM Evaluation & Grading are: Google (161), Amazon (105), Capital One (89), OpenAI (50), JPMorgan Chase (34).

• Is demand for LLM Evaluation & Grading growing?

  Over the last 12 weeks, 809 new AI postings mentioned LLM Evaluation & Grading. Demand is rising — up 237% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is LLM Evaluation & Grading used?

  Roles requiring LLM Evaluation & Grading are concentrated in: agents (49%), serving infrastructure (15%), application (12%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with LLM Evaluation & Grading?

  Job postings that mention LLM Evaluation & Grading most often also require: Machine Learning, Large Language Models (LLMs), Agentic Systems, Python, Production ML Systems.