STEM PhDs and Postdocs: Problem Creation for AI Reasoning
Core
Create graduate- to PhD-level STEM problems and rigorous solutions to train AI reasoning systems, while reviewing and correcting AI-generated answers.
Role type
Senior IC problem creation specialist (AI reasoning)
Builds
High-quality training data for AI systems handling complex technical questions
Domain
AI research + advanced STEM (biology, chemistry, physics, mathematics, engineering)
Deliverable
production ML models
Required skills
PhD or postdoc level expertise, advanced STEM subject-matter expertise, creating complex reasoning problems, developing step-by-step rigorous solutions, identifying logical/factual errors in AI outputs, precise technical writing, independent asynchronous work
Preferred skills
Experience teaching or developing advanced academic problems, familiarity with online research platforms
Technologies
Online assessment platforms, AI reasoning workflows
Responsibilities
Create original graduate- and PhD-level problems, Design problems requiring scientific/mathematical reasoning, Develop rigorous step-by-step solutions, Review AI-generated responses for errors, Evaluate accuracy of AI reasoning, Apply precise technical writing standards, Work independently asynchronously
Seniority
Senior, hands-on IC