Independent Statistician, Python for AI Validation Projects

Mindrift; Michigan; On-site; USD 61,000 - 101,000; Part time

Job summary

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focusing on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.

Contributors may design statistics problems, evaluate AI solutions for correctness, validate calculations using Python, and improve AI reasoning with industry-standard criteria across multiple projects. Strong English and a STEM background are essential.

Qualifications

• Degree in Statistics or related fields (Probability Theory, Mathematical Statistics, Applied Statistics).
• 3+ years of professional mathematics experience.
• Strong written English (C1/C2).
• Strong Python proficiency for numerical validation.
• Stable internet connection.

Responsibilities

• Design rigorous statistics problems reflecting professional practice.
• Evaluate AI solutions for correctness, assumptions, and constraints.
• Validate calculations or simulations using Python (NumPy, Pandas, SciPy, Statsmodels, and Scikit-learn).
• Improve AI reasoning to align with industry-standard logic.
• Apply structured scoring criteria to multi-step problems.

Skills

Statistics

English proficiency

Mathematics

Education

Degree in Statistics or related fields

Tools

Python

NumPy

Pandas

SciPy

Statsmodels

Scikit-learn

Job description

Mindrift connects specialists with project-based AI opportunities for leading tech companies, focusing on testing, evaluating, and improving AI systems. Participation is project-based, not permanent employment.

Contributors may design statistics problems, evaluate AI solutions for correctness, validate calculations using Python, and improve AI reasoning with industry-standard criteria across multiple projects. Strong English and a STEM background are essential.