RL Environments Architect

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🔥 13 minutes ago

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Logo of Surge AI

Surge AI

51 - 200 employees

Founded 2020

🤖 Artificial Intelligence

🔌 API

☁️ SaaS

💰 $25M Series A on 2020-07

Artificial Intelligence • API • 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.

📋 Description

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

🎯 Requirements

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

🏖️ Benefits

• Health insurance • Retirement plans • Flexible work arrangements • Professional development

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