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Mathematics & Python Expert - Freelance AI Trainer
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SeniorPart-time·Umowa o pracę
#346943·Dodano dziś·0
Źródło: MindriftTech Stack / Keywords
PythonAITestingNumPyLinux
Firma i stanowisko
Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.
Wymagania
- Degree in Mathematics (Pure or Applied) or related field.
- 2+ years of research, applied, or teaching experience.
- Proficiency in Python for writing reference solutions.
- Fluency with or strong willingness to learn at least one scriptable mathematical package such as Z3, cvc5, Macaulay2, Singular, CasADi, IPOPT, SDPB, G6K, fpylll, or SageMath.
- Ability to design problems that genuinely require a specialized solver.
- Strong written English skills (C1+).
- Willingness to self-learn if no prior experience with listed tools.
Obowiązki
- Design mathematics problems that challenge a frontier AI model requiring specialized tools like Z3, cvc5, SageMath, Macaulay2, or others.
- Write Python reference solutions and supply input files where needed.
- Decide the numerical answer and define the accuracy required for the model's answer.
- Test problems against the model in batches, tuning difficulty to achieve a pass rate of 10-30%.
- Collaborate with senior reviewers for feedback to ensure task quality.
- Calibrate problems by rewriting and adjusting based on model performance and behavior.
Oferta
- Project-based participation with estimated 10–20 hours per week during active phases.
- Compensation up to $45 per hour equivalent depending on level and pace of contribution.
- Opportunity to work remotely.
Inne informacje
Please submit your CV in English and indicate your level of English proficiency.
Mindrift
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