Idler Benefits Overview

As a Special Projects Operator, you'll manage multi-million-dollar projects, orchestrate a network of contributors, and optimize operational workflows while ensuring exceptional execution and quality standards.

Own the measurement and improvement of model learning from tasks. Collaborate with frontier labs to design post-training recipes and data-quality techniques, run in-house evaluation systems, develop datasets and data products, assess acquired data, and build scalable ingestion and evaluation systems. The role requires production reinforcement learning experience at a frontier lab and end-to-end LLM post-training expertise.

Own the user experience for customer and internal applications, creating intuitive interfaces for inspecting and interacting with reinforcement learning environments. Build reusable UI, layout, UX, and marketing design systems; develop performant full-stack applications; and instrument and visualize environment tracking across many steps and iterations. The role requires strong product thinking, design taste, engineering precision, user testing, and rapid iteration.