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Generalist micro1

Robot Training Operator

Micro1 • Remote

Education

Bachelor's

Type

Hourly

Pay Rate

$30/hr

Actively Hiring

10 openings

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About this role

From the Micro1 listing

Role Title: Robot Training Operator

Role Type: Contractor

Location: On-site, San Francisco

micro1 is engaging Robot Training Operator to contribute to an innovative customer project focused on advancing robotic intelligence. 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. Scope of Work

  • Operate a handheld UMI gripper device onsite in a San Francisco lab to perform repetitive manipulation tasks, such as picking up objects, opening containers, and conducting simple household actions across varied objects and environments.
  • Follow detailed, written task instructions and protocols with exactness to ensure consistent and reliable data capture for robot learning models.
  • Reset physical environments between task attempts and verify the quality of each data submission before proceeding to subsequent tasks.
  • Detect and clearly communicate any irregularities (such as hardware malfunctions, unclear instructions, or compromised recordings) to the project lead for prompt resolution.
  • Maintain high levels of accuracy and consistency through extended periods of hands-on, repetitive activity requiring continuous attention to detail and physical stamina.
  • Document observations, report issues, and suggest potential process improvements through both written and verbal channels.
  • Collaborate with project coordinators and fellow contributors to ensure smooth project execution and alignment with collection protocols. Preferred Qualifications
  • Demonstrated ability in tasks requiring fine motor skills, dexterity, and precision handling of objects.
  • Track record of reliability, punctuality, and strong personal accountability in prior professional, academic, or gig-based engagements.
  • Comfort with repetitive, physical tasks and the endurance to remain focused over extended participation windows.
  • Proven attention to detail and the ability to meticulously follow complex, step-by-step instructions without deviation.
  • Ability to quickly learn basic hardware interfaces and troubleshoot minor technical issues as they arise.
  • Clear and effective written and verbal communication skills, especially for flagging issues, submitting observations, and interpreting instructions.
  • Backgrounds in hands-on work (such as warehouse, operations, gaming, gig work, or student projects) are valued; no previous robotics or AI experience is required.

Requirements

  • fine motor control
  • Attention to detail
  • Ability to follow instructions exactly
  • Comfort with repetitive
  • hands-on work
  • Physical stamina
  • Reliability and punctuality

How long hiring takes

Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.

Within 2 weeks
~25%
Within 6 weeks
~60%
Within 3 months
~80%

Key responsibilities

  • Operate a handheld UMI gripper device onsite in a San Francisco lab to perform repetitive manipulation tasks, such as picking up objects, opening containers, and conducting simple household actions across varied objects and environments.
  • Follow detailed, written task instructions and protocols with exactness to ensure consistent and reliable data capture for robot learning models.
  • Reset physical environments between task attempts and verify the quality of each data submission before proceeding to subsequent tasks.
  • Detect and clearly communicate any irregularities (such as hardware malfunctions, unclear instructions, or compromised recordings) to the project lead for prompt resolution.

Why this role

Robotics Data Trainer pays $10-$20 per hour for hands-on work in a San Francisco lab, operating a handheld UMI gripper to run everyday manipulation tasks, picking up objects, opening containers, working through varied household scenarios, so the resulting motion data can train robot learning models. Precision matters more than speed here: you're expected to follow written task protocols exactly, reset each environment between attempts, and verify submission quality before moving on. Micro1 is looking for people who are reliable and punctual, comfortable with repetitive physical work over extended sessions, and quick to pick up new hardware, since this job is on-site and hands-on.

Skills and categories

Explore other opportunities in related specializations:

Generalist AI Training Data Collection

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Common questions

What does the Micro1 application process look like?

Expect a screening interview with Zara, Micro1's AI recruiter. Prepare for it like a real video call: good lighting, clear audio, verbal answers to technical questions. A human manager reviews the recording afterward, and some roles add a short skills assessment on top.

Can I apply to Micro1 from outside the US or UK?

Yes. Micro1 accepts applicants from most countries worldwide, unlike DataAnnotation or Outlier, both of which cap access to a handful of English-speaking countries. Most roles still require strong written and spoken English.

What does task-based AI training work look like?

Practical, hands-on data work: recording short videos, categorizing images, rating text responses, or analyzing data. Tasks are designed to be short and distinct, typically 5 to 60 minutes each.

What does asynchronous AI training work mean in practice?

No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.

What does Generalist work look like for a Robot Training Operator ?

Tasks here are scoped to Generalist, not generic labeling. As a Robot Training Operator , expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Generalist) rather than following a one-size-fits-all rubric. If you don't have hands-on Generalist background, this is likely not the right listing to start with.

What specific skills does this listing call for?

fine motor control, Attention to detail, Ability to follow instructions exactly, and Comfort with repetitive are named directly in the listing. If you don't have hands-on experience with these, expect the screening process to test for them directly rather than accepting adjacent experience as a substitute.

What does the 'openings' count on this listing mean?

It's Micro1's live count of how many candidates it's still trying to place for this specific role, 10 right now, not a countdown on your individual application. A higher number signals more active demand; it doesn't lower the bar for acceptance.

How much does this specific role pay?

This listing is posted at $30/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.

What happens when I click Apply on this listing?

You'll be taken to Micro1's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.