STEM Expert

• Solving, reviewing, and validating challenging problems within your area of expertise.
• Analyzing a scientific or mathematical problem, developing a rigorous solution, using Python to perform calculations or simulations, and evaluating whether an AI-generated answer is technically correct.
• Solve complex scientific, mathematical, or technical problems within your domain of expertise.
• Review AI-generated solutions for factual, mathematical, and scientific correctness.
• Identify incorrect assumptions, reasoning errors, missing constraints, and subtle technical mistakes.
• Develop clear and reproducible reference solutions.
• Use Python for scientific computation, data analysis, simulations, or solution validation.
• Interpret equations, experimental results, datasets, technical diagrams, or scientific literature where relevant.
• Perform sanity checks and validate numerical or analytical results.
• Compare alternative solution approaches and determine whether conclusions are supported by the evidence.
• Clearly explain technical reasoning and corrections.

• Strong expertise in at least one relevant STEM or scientific domain.
• Practical proficiency with Python.
• Strong scientific, mathematical, or quantitative problem-solving ability.
• Ability to reason carefully about assumptions, constraints, edge cases, and sources of error.
• Ability to explain complex technical concepts and solutions clearly.
• Experience validating, reviewing, or troubleshooting technical work.
• Candidates must have experience using coding agents with python in their workflow.

• Deep expertise in at least one of the following areas: Chemistry, Biology, Mathematics, Physics, Earth Science / Geoscience / Environmental Science, Robotics.
• Adjacent scientific or quantitative disciplines may also be considered where the candidate's expertise is directly relevant.

RequiredAlso useful

Project and contracting process: micro1. Applications continue on the provider's website.