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.

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Human-in-the-Loop

149 active AI roles across 59 companies mention Human-in-the-Loop. Category: ML Ops & Evaluation.

Demand trend

New AI postings mentioning Human-in-the-Loop per week — 99 total over 11 weeks.

Function

All Engineering · 120 Product · 19 Research · 10

Status

All Active only

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AI score Recently posted Company A–Z

149 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Snowflake	AI Research Scientist, New Grad – Agents & Reinforcement Learning	Data AI	9	L4
ByteDance	Tech Lead / Principal Engineer, Creator Agent Algorithm Infrastructure	Big Tech	9	L4
Netflix	Data Scientist 5 - AI Evals	Big Tech	9	L5
Wayve	Machine Learning Engineer, App SW	Robotics	9	L6
Synthesia	Principal Research Engineer	Multimodal	9	L1
Microsoft	Principal Applied Scientist (CoreAI)	Big Tech	9	L4
GitLab	Distinguished Engineer, Agentic SDLC & Non‑Linear Productivity	Enterprise	9	L4
Zillow	Senior Machine Learning Engineer	Consumer	9	L4
NVIDIA	Senior Tools Development Engineer	Semiconductors	9	L4
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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.

Human-in-the-Loop

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Frequently asked questions

Human-in-the-Loop

Top employers

Often paired with