RL Environments Architect

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πŸ”₯ 8 minutes ago

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Surge AI

51 - 200 employees

Founded 2020

πŸ€– Artificial Intelligence

πŸ”Œ API

☁️ SaaS

πŸ’° $25M Series A on 2020-07

Artificial Intelligence β€’ API β€’ SaaS

Surge AI is a company that provides high-quality training data and data-labeling solutions for machine learning teams. It offers an API-driven, SaaS platform that combines human-in-the-loop annotation, quality control, and tooling for collecting, validating, and managing datasets to accelerate model development and improve model performance.

πŸ“‹ Description

β€’ Design, instrument, and govern the simulated worlds where agents learn β€’ Define the primitives, reward structures, interfaces, and telemetry for stress-testing emerging capabilities β€’ Build environments, craft standards for data quality and reproducibility across large-scale agent gyms

🎯 Requirements

β€’ Experience building RL environments or simulators (e.g., custom physics, multi-agent, tool APIs) with an eye for determinism, performance, and observability β€’ Strong instincts for designing reward functions, scenario taxonomies, and QA pipelines that keep signals aligned and drift-free β€’ Comfort collaborating across research and engineering to ship pragmatic, testable environments that evolve with model capabilities

πŸ–οΈ Benefits

β€’ Health insurance β€’ Retirement plans β€’ Flexible work arrangements β€’ Professional development

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