6 дней назад
RL Environment Software Engineer
180 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
RL Environment Software Engineer (Applied AI/Reinforcement Learning): Building high-quality reinforcement-learning environments and production-ready agents that simulate real-world workflows, with an accent on backend infrastructure, scalable systems, and research-driven environment design. Focus on creating zero-to-one RL environments, iterating agents for efficiency, and establishing engineering standards for a rapidly scaling team.
Location: San Francisco, California, United States; Work model: On-site
Base compensation: $180K–$220K; approximate OTE of $400K+ through uncapped profit share
Company
Applied AI research lab building reinforcement-learning environments and agents for leading AI labs, with a focus on quality and rapid expansion into new domains.
What you will do
- Design and build reinforcement-learning environments that simulate real working environments end to end.
- Develop, test, and optimize agents for tasks within those environments until they are production-ready.
- Partner with researchers to identify future environment needs and define which systems to build.
- Own backend and infrastructure layers that make environments reliable and scalable.
- Help establish engineering standards for a new RL team as it grows into industry-focused pods.
Requirements
- Strong machine-learning engineering experience with substantial coding and the ability to build systems from scratch.
- Strong intuition for reinforcement learning and experience operating at the intersection of research and software engineering.
- Proficiency with Node.js and Python on the backend, React and TypeScript on the frontend, plus Kubernetes and Docker.
- Ability to work in a fast-paced startup environment with high ownership and long hours.
- Meaningful tenure and demonstrated impact at previous companies.
- Bachelor’s degree in computer science or a related technical field, or equivalent practical experience.
Nice to have
- Reinforcement-learning experience or an RL research background.
Culture & Benefits
- High-ownership environment with a focus on building systems from the ground up.
- Opportunity to join a newly formed RL team and grow with the function.
- Uncapped profit share contributing to approximately $400K+ OTE.
- Work is performed on-site in San Francisco.
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