Mathematician with Python Proficiency - AI Trainer

3 hours, 41 minutes ago
Contract
Junior
Artificial Intelligence and Machine Learning
kake

kake

Kake offers premier teams of software engineers for leading brands. Curated by people, supported by AI, and powered by positivity, our high-performing engineers seamlessly join your team to scale with your needs.

Internet Software & Services
1-10

Description

  • Identify the appropriate mathematical software package for each task and build problems that depend on its core capabilities.
  • Develop full Python solutions for each problem and provide input files when needed.
  • Determine the correct answer and define the acceptable response margin based on the mathematical context.
  • Run problems against the AI model in multiple parallel attempts and analyze where it succeeds or fails.
  • Adjust problem difficulty iteratively until the model pass rate falls between 10% and 30%.
  • Rewrite and refine problem parameters to better understand how the model handles complex mathematical challenges.
  • Hand off completed tasks to a senior reviewer in your subfield and revise work based on feedback before final submission.

Requirements

  • Academic background in Mathematics, Pure or Applied, or a related equivalent field.
  • At least 2 years of hands-on experience in mathematics research, applied work, or teaching.
  • Solid Python skills for writing and validating computational solutions.
  • Ability to create problems that cannot be solved without specialized mathematical software.
  • Excellent written and verbal communication skills in English.
  • Ability to work independently in a remote, fast-paced environment.
  • Working knowledge of tools such as Z3, cvc5, Macaulay2, Singular, CasADi, IPOPT, SDPB, G6K, fpylll, or SageMath, or the ability to ramp up quickly.
  • Prior exposure to frontier AI models and how they approach complex scientific problems.
  • Knowledge across multiple areas of mathematics, such as algebra, optimization, formal verification, or computational number theory.
  • Familiarity with containerized or sandboxed Linux execution environments.

Interested in this position?

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