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This job expired on 19/07/2026. It no longer accepts applications.
Freelance Materials Engineer & Python AI Trainer
Mindrift
Job description
About the role
We are looking for a Materials Engineer with strong Python expertise to design and implement computational material‑science challenges for a cutting‑edge AI model. The work is project‑based, freelance, and focuses on creating problems that require specialized scientific tools and can be automatically graded inside a sealed Linux container.
Key responsibilities
- Select a domain‑specific tool (e.g., ObsPy, instaseis, pyrocko, MITgcm, flopy/MODFLOW, GeoPandas) and design a problem that truly depends on its core algorithms.
- Develop a reference Python solution, provide all necessary input files and model definitions.
- Define the numerical answer and acceptable tolerance, then test the problem against the AI model in parallel batches.
- Iteratively adjust problem difficulty to achieve a target pass rate of 10‑30%.
- Submit the finalized task for senior review and incorporate feedback.
Required profile
- Degree in Materials Science or a related discipline.
- At least 2 years of research, applied, or teaching experience in material science or engineering.
- Proficient English writing skills (C1 level or higher).
- Ability to learn and use advanced scientific Python packages independently.
Required skills
- Python programming.
- Experience or willingness to learn one or more of the following packages: ObsPy, instaseis, pyrocko, MITgcm, xmitgcm, flopy, MODFLOW, GeoPandas.
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