AI training contract
Robot Whisperer — Skills & Data
Robotics · USD 10-20 an hour. · 10 openings
Robot Whisperer — Skills & Data is contract work for micro1, reviewing and correcting what AI models produce in robotics. The output of the job is expert judgement written down: a model gives an answer, someone who knows the subject decides whether it is right and explains why.
What it requires. No credential is stated on this listing beyond experience in the field.
What it pays. USD 10 to USD 20 an hour, as published by micro1. Rates in this category track how rare the credential is rather than how hard the work is.
Where. The listing's location line reads "San Francisco, Cali". That does not settle where you can apply from, so check on micro1's page before you count on being eligible.
micro1 lists 10 openings on this role.
Skills named: Fine motor skills / dexterity, Ability to follow detailed instructions exactly, Consistency under repetition, Attention to detail, Clear communication.
Applications are made on micro1, not here. WFA Digital is independent of micro1 and may receive a referral fee if you are hired, at no cost to you.
Full listing, as published by micro1
Role Title: Robot Whisperer — Skills & Data Role Type: Contractor Location: San Francisco, Cali micro1 is engaging Robot Whisperers — Skills & Data to contribute to a customer's project focused on teaching the next generation of robots real-world dexterity. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Execute precise, repetitive manipulation tasks (e.g., picking up objects, opening containers, performing simple household actions) using handheld devices, following detailed protocols. Follow step-by-step task instructions exactly, ensuring full consistency and accuracy with each repetition. Reset and prepare the testing environment between task attempts to maintain data integrity across sessions. Review and confirm each data recording for completeness and clarity before proceeding. Identify and promptly flag hardware issues, recording anomalies, or unclear instructions to the project lead for resolution. Maintain meticulous attention to detail throughout each project phase, ensuring high-quality data collection under repetitive conditions. Communicate findings and updates clearly in both written and verbal form as required for project documentation and troubleshooting. Preferred Qualifications Exceptional fine motor skills and manual dexterity in hands-on settings. Demonstrated ability to follow complex, detailed instructions with high reliability and consistency. Strong attention to detail, especially when performing repetitive assignments. Clear and professional written and verbal communication skills. Experience with technical, gig, warehouse/operations, gaming, or other hands-on backgrounds—recent graduates are encouraged to express interest. Proven dependability and resilience in high-repetition, task-focused environments. Curiosity about robotics, AI, or human-technology interaction (no formal background required).
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Rate, openings and requirements checked 2026-09-25 against micro1's own public postings.