Physics & Python Expert – Freelance AI Trainer
Mindrift · Costa Rica
Description du poste
About the role
We are looking for a Physics & Python expert to design and implement computational physics challenges for a cutting‑edge AI model. This is a project‑based freelance position, fully remote, focused on creating tasks that require specialized simulation tools.
Key responsibilities
- Design computational physics problems that can only be solved with a specific tool (e.g., FEniCS, OpenFOAM, Meep, REBOUND, CAMB).
- Write a Python reference solution, provide input files and define domain or initial conditions.
- Determine the numerical answer and acceptable tolerance for model evaluation.
- Test and calibrate the problem against the AI model in parallel runs, aiming for a 10‑30% success rate.
- Iterate on problem difficulty based on model performance and submit the final task for senior review.
Required profile
- Degree in Physics (theoretical, experimental, or computational) or a related field.
- At least 2 years of research, applied, or teaching experience.
- Strong Python programming skills.
- Fluency with, or willingness to quickly learn, at least one scriptable physics package (e.g., FEniCS, OpenFOAM, Meep, etc.).
- Ability to design problems that genuinely require a specialized simulation tool.
- Excellent written English (C1+).
Required skills
- Python
- FEniCS / DOLFINx
- OpenFOAM
- Meep
- MPB
- openEMS
- Geant4
- PYTHIA8
- ROOT / PyROOT
- WarpX
- REBOUND
- MESA
- CAMB
- CLASS
- bilby
What we offer
- Project‑based freelance contracts with flexible hours.
- Opportunity to work with frontier AI models on challenging scientific problems.
- Fully remote work environment.
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Mindrift
Costa Rica
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