RefolkCandidates
Open nowEngineeringCore Engineering

Fullstack Engineer, RL Environments

Mercor · San Francisco, California

Location
San Francisco, California, United States
Employment
Full time
Level
Mid level
Posted
3 months ago

About this role

About Mercor

Mercor's mission is to organize human intelligence to power the AI economy. We're a leading AI data company, building the layer between human expertise and frontier models. Millions of domain experts on the platform are paid over $4 million per day to train frontier AI models. Mercor's APEX benchmark family measures AI's real-world impact on professional work. Mercor Enterprise brings this same infrastructure to Fortune 500 companies: helping companies capture how their best people actually work, translating that expertise directly back into agents.

Mercor is creating a new category of work where expertise powers AI advancement. Achieving this requires an ambitious, fast-paced and deeply committed team. You’ll work alongside researchers, operators, and AI companies at the forefront of shaping the systems that are redefining society. Mercor is a profitable Series C company valued at $10 billion. We work in-person five days a week in our San Francisco, NYC, or London offices.

About the Role

Studio is one of Mercor's highest-priority initiatives. It is the internal platform that powers every workflow our teams use to generate, manage, quality-review, and deliver data to the world's leading AI labs - and its quality directly shapes the frontier models that billions of people interact with.

As a Senior Fullstack Software Engineer on the Studio Experience team, you'll own the Studio user journeys end-to-end: the React frontend used daily by thousands of expert contributors and internal Strategic Project Leads, and the backend services powering data pipelines and delivery of outputs to customers. You'll also build and maintain the foundational layer that Mercor depends on to rapidly deploy new data types and task formats across the company. Four distinct stakeholders - AI labs, SPLs, expert contributors, and engineers - rely on what you build.

This is a role for someone who cares equally about engineering craft and product impact: shipping scalable, reliable systems and intuitive interfaces that make everyone who touches Studio faster and more effective.

You Will

  • Own the Studio platform across the full stack - from contributor-facing and operator-facing React interfaces to the backend APIs and pipelines driving data ingestion, QA review, and AI lab delivery.

  • Lead engineering best practices across the team, setting the bar for frontend architecture, component design, and performance, and establishing patterns that others can build on reliably.

  • Build the foundational layer that other teams depend on to support new data types, task formats, and customer configurations quickly and without rework.

  • Ship high-leverage product features that improve throughput and quality across our core data generation and delivery pipelines.

  • Translate ambiguous requirements into well-scoped technical solutions through close collaboration with Applied AI researchers, product, design, and operations.

What We're Looking For

  • 5+ years of fullstack engineering experience building and shipping production software.

  • Deep proficiency in JavaScript/TypeScript (React + Next.js) and a strong grasp of frontend architecture, state management, and design patterns.

  • Solid backend experience in Python and/or Node.js - experience designing and building relational databases, REST APIs, and async task infrastructure.

  • Strong design sense and empathy for end-users; you hold a high bar for usability.

  • Experience with complex, high-throughput systems - pipelines, large data volumes, or multi-tenant architectures.

  • High ownership mindset; able to navigate ambiguity and drive projects from design through delivery.

  • Strong communication skills and ability to articulate technical and product tradeoffs clearly.

Nice-to-Haves

  • Experience building tooling for data labeling, annotation, or human-in-the-loop AI workflows.

  • Background in design systems, developer-facing APIs, or internal platform engineering.

  • Exposure to AI tools, LLM-powered products, or real-time data and visualization.

  • Experience at top-tier tech companies or fast-scaling startups.

Why this role matters

  • Every improvement to Studio impacts the quality and speed of data delivered to leading AI labs.

  • The systems you build will be used daily by thousands of experts and operators.

  • You'll help define how new evaluation environments, RL tasks, and data products are created at Mercor.

  • Your work directly influences the training and evaluation of frontier AI models

Benefits

  • Bi-annual performance bonus structure

  • Generous equity grant vested over 4 years

  • Up to $15k Relocation bonus

  • $10K proximity bonus (if you live within 0.5 miles of our office)

  • $1.5K monthly stipend for meals

  • Free Equinox membership

  • $200 monthly laundry reimbursement

  • $200 monthly personal wellness reimbursement

  • Health, Dental, Vision insurance

As published by Mercor. Applications are handled on their site.

Skills this posting mentions

RESTDesign PatternsArtificial Intelligence

About Mercor

Our vast talent network trains frontier AI models in the same way teachers teach students: by sharing knowledge, experience, and context that can't be captured in code alone. Today, more than 30,000 experts in our network collectively earn over $2 million a day.

All 87 openings at Mercor

One click, then it is written

Apply to Mercor with a resume written for this role.

Queue Fullstack Engineer, RL Environments and I read the posting, rewrite your resume against it, draft the cover letter, and score the fit. Then you press send, or press one button and I fill in Mercor’s form for you.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • 25 sent a week, free
  • No card
  • Nothing sent until you say so

More roles at Mercor

See all

Similar roles elsewhere

See more

Put this to work

Paste your career in once. Every application after that is written for you.

Drop a resume or a LinkedIn URL. I rank the live openings against it, rewrite the resume and write a cover letter for the best of them, and fill in the employer's form when you press the button. You read, you decide what goes out.

  1. 01Drop your resume

    A PDF or a LinkedIn URL. About a minute, once.

  2. 02I rank the openings

    Every weekday morning, the live catalog scored against your history. Up to 20 worth your time, not two hundred links.

  3. 03Each one is written up

    Resume rewritten for the posting, a cover letter, a fit score. Press send, or let me fill in the form.

  • New matches ranked and written before you are up.
  • Every bullet stays inside what your history supports. Nothing invented.
  • Queued, submitted, interviewing, offer: one screen, not a spreadsheet.

500 free credits on sign-up. No card. Nothing is sent until you say so.

Listed from the job board Mercor publishes. Refolk is not the employer and does not handle their hiring. Applications go to Mercor directly.