About Turing
Turing is one of the world’s fastest-growing AI companies, accelerating the advancement and deployment of powerful AI systems.
Turing helps customers in two ways: Working with the world’s leading AI labs to advance frontier model capabilities in thinking, reasoning, coding, agentic behavior, multimodality, multilinguality, STEM and frontier knowledge; and leveraging that work to build real-world AI systems that solve mission-critical priorities for companies.
Role Overview
We are seeking an experienced Physics expert to lead a pod of trainers building realistic, terminal-based scientific tasks for Terminal Bench Science. You will review every task your trainers produce for physical correctness, reproducibility, and grader reliability, and coach trainers to consistently deliver high-quality, challenging tasks. .
What you'll do
- Review trainer tasks end to end, including task statements, datasets, simulation inputs, environments, reference solutions, and automated tests.
- Verify that tasks reflect authentic physics workflows and require genuine multi-step reasoning.
- Check that tools, libraries, and dependencies are pinned and that results are reproducible.
- Validate dimensional consistency, unit systems and conventions, conservation laws, symmetries, integrator energy drift, convergence, and statistical treatment of uncertainties.
- Ensure tolerances reflect legitimate stochastic and numerical variation without accepting physically incorrect results.
- Ensure graders verify observables, fitted parameters, uncertainties, or physical invariants rather than formatting.
- Ensure tasks cannot be gamed through hard-coded outputs or bypassed computation.
- Provide clear, actionable written feedback and track revisions through closure.