micro1 is an AI research and data company. It engages experts across many fields as remote contractors to train and evaluate AI models with real-world knowledge.

micro1 is recruiting doctoral-level engineers to help train and evaluate AI systems. Contributors turn problems from their own research or practice into well-posed technical challenges, work out the correct analysis, and spell out what separates a sound answer from one that merely looks plausible.

Engineering judgment of this kind matters to physical AI because models that reason about machines, circuits, processes and systems need to be tested against the messy constraints of real practice, not clean textbook exercises. Your solutions and grading criteria give those models a trustworthy benchmark.

This is a short-term pilot of roughly 2–3 weeks, fully remote, with a target kickoff of November 8th. It is paid at $80–95 per hour. Contributors also check the problems written by fellow experts and flag any that are ambiguous or can't be graded.

This opportunity is with micro1, an AI research and data company that engages domain experts to train and evaluate AI systems. micro1 hires for it and runs the work, and Apply opens micro1's own application page.

micro1 is an AI research and data company. It engages experts across many fields as remote contractors to train and evaluate AI models with real-world knowledge.

micro1 is recruiting doctoral-level engineers to help train and evaluate AI systems. Contributors turn problems from their own research or practice into well-posed technical challenges, work out the correct analysis, and spell out what separates a sound answer from one that merely looks plausible.

Engineering judgment of this kind matters to physical AI because models that reason about machines, circuits, processes and systems need to be tested against the messy constraints of real practice, not clean textbook exercises. Your solutions and grading criteria give those models a trustworthy benchmark.

This is a short-term pilot of roughly 2–3 weeks, fully remote, with a target kickoff of November 8th. It is paid at $80–95 per hour. Contributors also check the problems written by fellow experts and flag any that are ambiguous or can't be graded.

This opportunity is with micro1, an AI research and data company that engages domain experts to train and evaluate AI systems. micro1 hires for it and runs the work, and Apply opens micro1's own application page.