Math Expert - Terminal Bench

Requisitos

• Ph.D., postdoctoral experience, or equivalent advanced technical experience in mathematics, statistics, or a closely related discipline
• Strong programming skills in Python, R, Julia, C/C++, Bash, or another relevant language
• Experience working in Linux or terminal-based environments
• Experience with numerical methods, optimization, statistics, mathematical modeling, or scientific computation
• Ability to independently implement, test, and validate computational algorithms
• Strong understanding of numerical stability, error analysis, mathematical assumptions, and reproducibility

Desejáveis

• Experience with NumPy, SciPy, SymPy, pandas, scikit-learn, JAX, PyTorch, CVXPY, or similar tools
• Familiarity with optimization solvers, probabilistic programming, differential-equation libraries, or numerical linear algebra packages
• Experience with Monte Carlo methods, stochastic processes, Bayesian inference, graph algorithms, or computational geometry
• Familiarity with Docker, Conda, Git, CI systems, and automated testing
• Experience developing mathematical programming challenges, benchmark tasks, or automated graders
• Bonus Points Experience evaluating AI coding or terminal agents
• Research software engineering experience
• Experience working with HPC or performance-critical numerical code
• Publications or open-source contributions in applied mathematics or computational science
• Experience designing tests that distinguish mathematically valid solutions from approximate or numerically unstable ones