Human-in-the-Loop

Frequently asked questions

• What is Human-in-the-Loop and how common is it in AI job postings?

  Human-in-the-Loop is a skill in the "ML Ops & Evaluation" category. It currently appears in 149 active AI roles across 59 companies in our index.

• Which companies are hiring for Human-in-the-Loop?

  The top employers with active AI roles mentioning Human-in-the-Loop are: Amazon (17), JPMorgan Chase (12), OpenAI (8), Apple (7), NVIDIA (6).

• Is demand for Human-in-the-Loop growing?

  Over the last 11 weeks, 99 new AI postings mentioned Human-in-the-Loop. Demand is rising — up 79% in the last four weeks compared to the earliest four weeks in the window.

• At which stage of AI development is Human-in-the-Loop used?

  Roles requiring Human-in-the-Loop are concentrated in: agents (74%), evaluation (9%), application (7%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

• What skills are commonly paired with Human-in-the-Loop?

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