STEM Expert
About the role
We are looking for highly skilled STEM and scientific domain experts to contribute to an AI training project involving technical problem solving, scientific reasoning, data analysis, and Python. The work involves solving, reviewing, and validating challenging problems within your area of expertise. A representative task may require 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.
What you'll do
- 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.
Requirements
- 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.
- Relevant Python tools may include NumPy, SciPy, pandas, SymPy, Jupyter, or domain specific scientific libraries. No particular Python library is mandatory.
- Expertise may come from academic research, industry, teaching, engineering, independent technical work, or other demonstrated experience. A specific degree or number of years of experience is not strictly required if you can demonstrate strong expertise in your field.
About micro1
micro1 is a data lab that helps AI labs and large companies train AI models and agents. It finds and checks skilled people from many fields, like law, medicine, finance and coding, to produce the training data that makes AI work better.
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