10 Oct
|
Innodata India
|
India
10 Oct
Innodata India
India
We are seeking a Mathematics and Scientific Computing SME to develop and review advanced scientific coding problems for AI evaluation. You will turn research-level mathematical methods into reliable Python problems, reference solutions, and tests.
Key responsibilities
- Create self-contained scientific coding problems involving numerical reasoning and implementation.
- Write correct Python reference solutions using appropriate scientific computing methods.
- Develop and debug tests, including standard, edge, ill-conditioned, and failure cases.
- Independently verify expected results and establish justified numerical tolerances.
- Review problem specifications, formulas, assumptions, code, tests, and evaluation results.
- Identify whether issues originate in the problem statement, solution, tests, expected results, or evaluation setup.
- Check convergence behaviour and ensure tests allow mathematically valid alternative implementations.
- Document required corrections and rerun corrected solutions and tests before recommending approval.
Required qualifications
- MSc or PhD in Mathematics, Applied Mathematics,
Computational Science, Engineering Mathematics, Financial Mathematics, or a closely related discipline.
- Advanced expertise in at least one area: numerical linear algebra, computational mechanics, computational finance, or a closely related field.
- Solid hands-on Python programming experience. Python is required for implementing and testing solutions.
- Ability to translate mathematical methods into correct, verifiable Python code.
- Experience critically reviewing technical or scientific code and validating numerical results.
Preferred qualifications
- Experience with NumPy and SciPy.
- Knowledge of iterative solvers, numerical optimization, ODE/PDE methods, finite-element methods, numerical simulation, stochastic methods, or quantitative finance.
- Experience reviewing research code, numerical software, scientific benchmarks, or computational datasets.
- Familiarity with scientific coding benchmarks is helpful but not required.
📌 Mathematics & Scientific Computing Subject Matter Expert (SME) (India)
🏢 Innodata India
📍 India