Physics & Python Expert - Freelance AI Trainer
New
M
MindriftArtificial Intelligence
Germany. France. Italy. Spain. Poland. PortugalPart-TimeMiddle
SalaryUp to 45 USD per hour
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Job Details
- Languages
- English (C1+)
- Experience
- 2+ years of research, applied, or teaching experience
- Required Skills
- PythonLinux
Requirements
- Degree in Physics (Theoretical, Experimental, or Computational) or related field.
- 2+ years of research, applied, or teaching experience.
- Proficiency in Python for writing reference solutions.
- Fluency with or ability to independently learn at least one scriptable physics package (e.g., FEniCS, OpenFOAM, Meep, MPB, openEMS, Geant4, PYTHIA8, ROOT/PyROOT, WarpX, REBOUND, MESA, CAMB, CLASS, or bilby).
- Ability to design problems that require specialized simulation tools.
- Strong written English (C1+).
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.
- Iterate on field configurations, initial conditions, and solver parameters to achieve a 10–30% pass rate.
- Submit completed tasks to a senior reviewer for quality feedback.
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