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Software Engineer - RL Environments

AfterQuerySan FranciscoEngineering
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Salary
$260K - $290K USD
Job type
Full-time
Posted
14 Apr 2026
Status
Open · checked 7d ago

About this role

AfterQuery in San Francisco is seeking a full-time Software Engineer focused on reinforcement learning environments to design simulations and data that influence how frontier AI models learn. This role suits engineers experienced in containerization and reinforcement learning who want to build core infrastructure for leading AI labs.

Role Overview

The Software Engineer for RL Environments will design the simulations, data, and evaluations that directly shape frontier model learning. Working alongside top AI labs, the professional in this position will experiment with environment design, pilot novel data creation strategies, diagnose failure modes, and develop metrics to measure model improvements. The daily responsibilities include building reward signals, developing quantitative frameworks for dataset quality, and collaborating with researchers to scale training infrastructure.

Key Responsibilities

Construct simulated worlds and explore data shapes that expose meaningful model failure modes across finance, code, and enterprise workflows.
Build and refine evaluation rubrics and reward signals for reinforcement learning training pipelines.
Analyze agent-produced trajectories and run experiments to enhance model capabilities.
Develop quantitative frameworks to measure dataset quality, diversity, and downstream impact on alignment and capability.
Create and manage real-world and synthetic data pipelines.
Partner with lab research teams to translate training objectives into concrete data and evaluation specifications.
Collaborate with in-house researchers to run post-training experiments and scale training infrastructure.

Requirements

Ability to design lightweight experiments, move fast, and extract actionable insights from messy results.
Experience with Docker or similar containerization tools to design and monitor systems at scale.
Strong familiarity with common reinforcement learning algorithms and methods, specifically regarding the post-training of large language models.

Nice to Have

Prior experience working or interning for reinforcement learning environment companies.
Background with AI safety or benchmarking organizations such as METR or Artificial Analysis.
Experience as a former founder or early engineer at an early-stage startup.

Skills and Tools

Docker and containerization tools
Reinforcement learning algorithms and post-training methods
Synthetic and real-world data pipelines
Quantitative measurement frameworks

Salary and Benefits

Annual salary range of $260,000 to $290,000 USD
Meaningful equity and competitive compensation
Health insurance including medical, vision, and dental coverage
401(k) plan with employer match
Daily UberEats stipend for daily meals
Monthly wellness stipend

About the Company

AfterQuery is an applied research lab based in San Francisco that curates data solutions for foundation model development. The company serves frontier AI labs with the mission of delivering high-quality data to power advanced models. Backed by investors such as Altos Ventures, BoxGroup, and Y Combinator, along with prominent angels from leading AI organizations, AfterQuery sits directly in the loop of how foundational AI systems improve.

How to Apply

Interested candidates should visit the official AfterQuery careers page to submit an application for this role.

Skills and tech stack

Questions candidates ask

What is the location and work type of this role?

This is a full-time position based on-site in San Francisco, California.

What is the salary range for the Software Engineer position?

The annual salary ranges from $260,000 to $290,000 USD, accompanied by meaningful equity.

What technical skills are required?

Candidates must have experience with Docker or similar containerization tools and a strong familiarity with common reinforcement learning algorithms, particularly regarding the post-training of large language models.

What benefits are provided to eligible employees?

Eligible employees receive health insurance (medical, vision, and dental), a 401(k) with employer match, a daily UberEats meal stipend, and a monthly wellness stipend.

What does AfterQuery do?

AfterQuery is an applied research lab that curates data solutions and builds infrastructure for foundation model development, serving frontier AI labs.

Ready to apply?

The application is on the official AfterQuery careers page.

Apply on company site