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Freelance Materials Engineer & Python AI Trainer

Mindrift

Freelance Mid 🇬🇧 English
Python ObsPy MITgcm xmitgcm flopy MODFLOW GeoPandas

Job description

About the role

We are looking for a Materials Engineer with strong Python expertise to design and evaluate computational material‑science challenges for a cutting‑edge AI model. The work is project‑based, freelance and fully remote, allowing you to contribute to AI testing while deepening your knowledge of specialised scientific tools.

Key responsibilities

  • Design computational material‑science problems that require a specialised solver (e.g., ObsPy, MITgcm, flopy/MODFLOW, etc.) and produce verifiable answers.
  • Develop a reference Python solution, prepare input data and define domain parameters.
  • Set numerical targets and tolerance levels, then test the problem against the AI model in parallel runs.
  • Iteratively calibrate difficulty to achieve a pass rate of roughly 10‑30 %.
  • Collaborate with senior reviewers to ensure task quality before final submission.

Required profile

  • Degree in Materials Science or a related discipline.
  • At least 2 years of research, applied or teaching experience.
  • Proficient in Python for scientific programming.
  • Fluent written English (C1 level or higher).
  • Experience with, or willingness to quickly master, at least one of the following packages: ObsPy, instaseis, pyrocko, MITgcm, xmitgcm, flopy/MODFLOW, GeoPandas.

Required skills

  • Python
  • ObsPy (or similar seismic processing libraries)
  • MITgcm or xmitgcm
  • flopy / MODFLOW
  • GeoPandas
  • Linux container environment

What we offer

  • Project‑based freelance contract with flexible hours.
  • Opportunity to work with frontier AI models on real scientific problems.
  • Skill development in advanced geophysical and oceanographic solvers.

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Le contrat proposé est un Freelance.

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Published 3 months ago

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