Mathematics & Python Expert - Freelance AI Trainer

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Źródło: Mindrift
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Tech 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 (C1+).
  • Willingness to self-learn if no prior experience with listed tools.

Obowiązki

  • Design mathematics problems to challenge a frontier AI model requiring a specialized tool like Z3, cvc5, SageMath, Macaulay2, or others.
  • Write a Python reference solution and supply input files optionally.
  • Decide the numerical answer and define the accuracy required for correctness.
  • Test the problem against the model in batches of parallel attempts, tuning difficulty to achieve a 10-30% pass rate.
  • Collaborate with a senior reviewer in the subfield to ensure task quality.
  • Tune problems based on model performance, rewriting and tightening as needed.

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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