What is Reinforcement Learning (RL) and how common is it in AI job postings?

Reinforcement Learning (RL) is a skill in the "ML Techniques" category. It currently appears in 641 active AI roles across 96 companies in our index.

Which companies are hiring for Reinforcement Learning (RL)?

The top employers with active AI roles mentioning Reinforcement Learning (RL) are: Amazon (159), Google (72), NVIDIA (47), Anthropic (26), OpenAI (21).

Is demand for Reinforcement Learning (RL) growing?

Over the last 12 weeks, 391 new AI postings mentioned Reinforcement Learning (RL). Demand is rising — up 139% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is Reinforcement Learning (RL) used?

Roles requiring Reinforcement Learning (RL) are concentrated in: agents (38%), post-training (24%), application (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

What skills are commonly paired with Reinforcement Learning (RL)?

Job postings that mention Reinforcement Learning (RL) most often also require: Machine Learning, Python, Large Language Models (LLMs), Agentic Systems, Software Engineering.

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Reinforcement Learning (RL)

641 active AI roles across 96 companies mention Reinforcement Learning (RL). Category: ML Techniques.

Demand trend

New AI postings mentioning Reinforcement Learning (RL) per week — 391 total over 12 weeks.

Function

All Engineering · 403 Research · 218 Product · 20

Status

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403 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Handshake	Staff Software Engineer, RLE	Enterprise	8	L0
Capital One	Manager, Data Scientist - Recommendation & Personalization Systems	Banking	8	L4
Affirm	Senior Manager, Software Engineering (ML Platform)	Fintech	8	L3
Affirm	Senior Manager, Software Engineering, (ML Platform)	Fintech	8	L3
Amazon	Principal Applied Scientist, Robotics	Big Tech	8	L6
Sierra	Software Engineer, Agent (Korean Speaking)	AI Frontier	8	L4
Amazon	Senior Applied Scientist, Entertainment Devices & Grocery Experiences (EDGE) Ads	Big Tech	8	L4
Amazon	Applied Scientist, Amazon Prime, Prime AI/ML Science	Big Tech	8	L6
Amazon	Applied Scientist, AGI Customization Services	Big Tech	8	L2

Frequently asked questions

What is Reinforcement Learning (RL) and how common is it in AI job postings?
Reinforcement Learning (RL) is a skill in the "ML Techniques" category. It currently appears in 641 active AI roles across 96 companies in our index.
Which companies are hiring for Reinforcement Learning (RL)?
The top employers with active AI roles mentioning Reinforcement Learning (RL) are: Amazon (159), Google (72), NVIDIA (47), Anthropic (26), OpenAI (21).
Is demand for Reinforcement Learning (RL) growing?
Over the last 12 weeks, 391 new AI postings mentioned Reinforcement Learning (RL). Demand is rising — up 139% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is Reinforcement Learning (RL) used?
Roles requiring Reinforcement Learning (RL) are concentrated in: agents (38%), post-training (24%), application (17%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

Reinforcement Learning (RL)

Top employers

Often paired with

Demand trend

Frequently asked questions

Demand trend

Reinforcement Learning (RL)

Top employers

Often paired with

Frequently asked questions