Job Description

Opportunity

Mindrift connects specialists with project‑based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems.

Responsibilities
  • Pick an anchor tool and design a problem that hinges on its physics models, integrators, Monte Carlo kernels, or PDE discretisations.
  • Write a Python reference solution, supply input files and domain or initial condition definitions where needed.
  • Decide the numerical answer and how close the model needs to get— with a domain‑appropriate tolerance— to count as right.
  • Test the problem against the model in batches of parallel attempts, tuning the problem difficulty until the agent only succeeds in a small number of attempts.
  • Submit the task once it scores within range; a senior reviewer in the subfield will provide feedback and ensure task quality is high.
  • Repeat the calibration, aiming for a pass rate in the 10–30% band, tuning field conf...

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