Mathematics Expert (Python & AI)
New
G
Gramian ConsultancyIT professional services
Bangladesh, Brazil, Colombia, Egypt, Ghana, India, Indonesia, Pakistan, Turkey, Vietnam, Participate in review sessions, feedback meetings, and project standups during required overlap hours.Contract
Salary not disclosed
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Job Details
- Required Skills
- PythonNumpy
Requirements
- Master's degree or PhD in Mathematics.
- Strong Python programming skills with experience in scientific computing.
- Experience using scientific Python libraries such as NumPy, SciPy, or SymPy.
- Ability to formulate rigorous mathematical problems with clear constraints.
- Experience implementing scientific or mathematical solutions with unit tests and deterministic outputs.
- Prior experience in AI data annotation, scientific research, or scientific writing.
- Familiarity with LLM evaluation frameworks, coding benchmarks, or AI-generated code assessment.
- Published research or academic project experience in mathematics or another STEM discipline.
Responsibilities
- Author mathematical coding tasks containing one main problem and at least 3 connected sub-problems.
- Implement verified golden solutions in Python with complete unit test coverage.
- Design discriminative test cases that distinguish correct from incorrect AI-generated outputs.
- Perform quality control validation using the Central Task Platform (CTP).
- Refine problem specifications, solutions, and test cases based on QC feedback.
- Optimize tasks to meet Pass@K evaluation criteria across LLMs like GPT, Gemini, and Nemotron.
- Ensure mathematical correctness, well-posedness, and determinism.
- Participate in project reviews, feedback sessions, and standups during required overlap hours.
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