{"id":3394081,"url":"https://alion.io/job/kake-mathematician-with-python-proficiency-ai-trainer","title":"Mathematician with Python Proficiency - AI Trainer","company":{"id":4454565,"name":"Kake","domain":"kake.co","url":"https://alion.io/company/kake-2","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Schema","truth_index":null},"role":"HR","role_family":"HR","seniority":"junior","employment_type":null,"work_mode":"remote","remote_scope":"unspecified","remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":41000,"max_usd":90000,"period":"year","method":"global_role_seniority_cell","sample_n":2951},"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Linux","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-06-17T15:33:06Z","employer_posted_date":"2026-10-28","last_verified_at":"2026-10-29T02:26:00Z","board_verified":true,"closed_at":null,"days_open":133,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":133},"description":"We're building a talent pool of Mathematics professionals with Python proficiency to contribute to project-based AI development initiatives, focused on evaluating and enhancing frontier AI models.\nDesigned for mathematicians who enjoy deep technical problem-solving, this pipeline role is for those looking to apply their analytical expertise to evaluate and push the boundaries of frontier AI models, relying on domain-specific tools such as Z3, cvc5, SageMath, or Macaulay2, with verifiable, code-graded answers run inside isolated Linux environments.\nKey Responsibilities\nIdentify an appropriate mathematical software package and build problems whose solution genuinely hinges on that tool's core capabilities.\nDevelop full Python solutions for each problem, providing input files where applicable.\nEstablish the correct answer and define the acceptable margin for the AI model's response, based on the mathematical context.\nRun the problem against the AI model across multiple parallel attempts, analyzing where it succeeds or falls short, and adjusting difficulty until the pass rate falls between 10% and 30%.\nRewrite and refine problem parameters iteratively, building an understanding of how the model navigates complex mathematical challenges.\nHand off completed tasks to a senior reviewer in your subfield and refine based on their feedback before final submission.\nCore Requirements\nAcademic background in Mathematics, Pure or Applied, or an equivalent field.\nAt least 2 years of hands-on experience in mathematics research, applied work, or teaching.\nSolid Python skills, applied to writing and validating computational solutions.\nCapacity to build problems that cannot be solved without specialized mathematical software.\nExcellent written and verbal communication skills in English.\nAbility to work independently in a remote, fast-paced environment.\nNice-to-Have\nWorking knowledge of one or more domain-specific mathematical tools, including but not limited to Z3, cvc5, Macaulay2, Singular, CasADi, IPOPT, SDPB, G6K, fpylll, or SageMath, or a demonstrated ability to get up to speed independently.\nPrior exposure to how frontier AI models approach complex scientific problems.\nKnowledge spanning more than one area of mathematics, such as algebra, optimization, formal verification, or computational number theory.\nFamiliarity with containerized or sandboxed Linux execution environments.\n Please Note: Due to the high volume of applications, only shortlisted candidates will be contacted.","description_format":"text","description_chars":2504,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial 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