$50–90/hr
The role in one line
Annotate robotic‑arm video clips to create high‑quality training data for AI models.
Written by Training Turk from the public listing; it may be incomplete or out of date. Read the full posting on micro1.
What you would do
- Watch each video segment and identify start/end of actions
- Apply labels for movements, errors, and outcomes
- Record observations and flag problematic footage
- Use the provided annotation platform to mark events accurately
- Submit completed batches on schedule
Who they are looking for
- Background in video editing or post‑production
- Familiarity with Adobe Premiere, DaVinci Resolve or similar tools
- Strong visual attention and consistency in repetitive tasks
- Clear written communication for annotation notes
- Available for remote contract work across multiple time zones
Skills this role asks for
What the interview is likely to probe
1.Action labeling accuracy
The role hinges on correctly identifying when a robotic motion begins and ends, which directly impacts model training quality.
Expect something like: “A client provides a 2‑minute clip where the arm drops a component; how would you determine the exact frame to label the drop event and why?”
2.Handling ambiguous footage
Ambiguities can corrupt the dataset, so the interviewer wants to see your judgment process for flagging uncertainty.
Expect something like: “You encounter a segment where the arm’s gripper is partially obscured; what steps do you take to document this ambiguity?”
3.Consistency across batches
Uniform labeling ensures the AI learns reliable patterns; consistency is therefore a key metric.
Expect something like: “After annotating 50 clips, a reviewer notes variance in how you labeled ‘grasp’ events; how would you address the feedback?”
4.Tool navigation speed
Efficient use of annotation software affects throughput and project timelines.
Expect something like: “Given a batch of 30 videos, how would you organize your workflow in the annotation tool to stay within a 4‑hour window?”
Exercise you may get
You will be given a short robotic‑arm video and asked to annotate all actions and note any unclear moments within a 30‑minute timeframe.
How to prepare
- Review frame‑by‑frame annotation tutorials for the specific tool used
- Practice labeling simple motion clips in Premiere or DaVinci Resolve
- Create a checklist for common robot actions and edge cases
- Draft concise note‑taking templates for ambiguous footage
Facts
- Pay
- $50–90/hr
- Eligible locations
- Bangladesh, Hong Kong, India, Indonesia, Japan, Kazakhstan, Kyrgyzstan, Malaysia, Pakistan, Philippines, Singapore, Sri Lanka, Taiwan, Thailand, Uzbekistan, Vietnam, Austria, Belarus, Belgium, Denmark, France, Germany, Greece, Italy, Netherlands, Portugal, Russia, Spain, Switzerland, United Kingdom, Argentina, Brazil, Chile, Colombia, Mexico, Peru, Algeria, Bahrain, Egypt, Iraq, Jordan, Kuwait, Lebanon, Libya, Morocco, Oman, Palestine, Qatar, Saudi Arabia, Tunisia, United Arab Emirates, United States, Canada, Nigeria, Kenya, South Africa, Ghana, Ethiopia
- Domain
- Generalist
- Role type
- generalist
- Posted
- 9/29/2026
- Open slots
- 250