[AV4WM1LD] Math Expert

Hello,

Greetings from ZettaMine!!!

We are hiring Math Experts for a short-term AI Research and Computational Mathematics project across: 🇮🇳 India

Role: Math Expert

Experience: Ph.D., Postdoctoral Experience, or Equivalent Advanced Technical Experience

Mode: Remote

Engagement: Short-Term Project

Start: Immediate

Mandatory Eligibility Criteria

Technical Qualification:

• Strong programming skills in Python, R, Julia, C/C++, Bash, or another relevant programming language.
• Experience working in Linux or terminal-based environments.
• Strong knowledge of numerical methods, optimization, statistics, mathematical modeling, or scientific computation.
• Ability to independently implement, test, debug, and validate computational algorithms.
• Strong understanding of numerical stability, error analysis, mathematical assumptions, and reproducibility.
• Ability to develop rigorous computational problems with clearly defined expected outputs and evaluation criteria.
• Experience designing authentic, multi-step computational mathematics tasks.
• Ability to translate mathematical and research workflows into self-contained terminal environments.
• Experience preparing datasets, equations, model definitions, constraints, initial conditions, and expected outputs.
• Ability to implement expert solutions using relevant programming and computational tools.
• Experience with optimization, numerical integration, differential equations, matrix computation, statistical inference, stochastic modeling, or algorithm analysis.

Educational Qualification:

Mandatory: Ph.D., postdoctoral experience, or equivalent advanced technical experience in Mathematics, Statistics, or a closely related discipline.

Preferred: Advanced research or technical experience in Applied Mathematics, Numerical Analysis, Optimization, Statistics & Probability, Mathematical Modeling, Differential Equations, Dynamical Systems, Operations Research, Computational Geometry, or Scientific Computing.

Availability :

• Availability for the short-term project
• Immediate availability preferred
• Ability to work on computational mathematics tasks according to project requirements

What You’ll Work On:

• Design authentic, multi-step computational mathematics tasks for Terminal Bench Science.
• Develop computational mathematics problems involving numerical analysis, optimization, statistics, mathematical modeling, probability, differential equations, dynamical systems, operations research, and computational mathematics.
• Translate mathematical and research workflows into self-contained terminal environments.
• Prepare datasets, equations, model definitions, constraints, initial conditions, and expected outputs.
• Implement expert solutions using Python, R, Julia, C/C++, Bash, or other relevant tools.
• Create tasks involving optimization, numerical integration, differential equations, matrix computation, statistical inference, stochastic modeling, and algorithm analysis.
• Define rigorous grading criteria based on numerical accuracy, convergence, complexity, feasibility, and mathematical correctness.
• Establish appropriate tolerances, stopping criteria, stability requirements, and reproducibility controls.
• Develop automated tests covering edge cases and alternative valid implementations.
• Debug issues involving floating-point precision, solver failures, conditioning, convergence, and performance.
• Evaluate whether AI agents can formulate mathematical problems, implement reliable algorithms, work effectively in terminal environments, debug numerical workflows, and produce accurate and verifiable computational results.
• Document assumptions, mathematical formulations, expected outputs, and known limitations.
• Develop tests that distinguish mathematically valid solutions from approximate or numerically unstable solutions.

Interested candidates: Please share your updated CV and Google Scholar profile/link at: raviteja.k@zettamine.com

Thanks & Regards,

Raviteja K

ZettaMine