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Data Annotation

Video Annotator - Physical AI

Arctic Engines logoArctic EnginesIndiaRemote in IndiaPosted 3w ago
Apply on Arctic Engines (opens in new tab)See if you qualify (opens the job details)Arctic Engines pay and reviews

About the role

About Arctic Engine

Arctic Engines is an enterprise-grade Al human data operations company specializing in high-quality training data, RLHF, and human feedback pipelines for frontier Al models. We are part of the Apna Group, one of India's fastest-growing unicorns, backed by marquee investors such as Lightspeed, Tiger Global, Insight Partners, Peak XV, and others. With native access to Apna's 60M+ workforce, we deliver high-quality training data at unmatched scale and speed.

Role: Video Annotator – Physical AI

Requirement: 50+

Company: Arctic Engines

Location: Remote | Freelancer

Experience: 1+ year in Physical AI or robotics video annotation

Joining: Immediate joiners preferred

Compensation : Rs 750/video hour

About the role

We are hiring Video Annotators to create accurate, timestamped annotations for egocentric videos captured in industrial and commercial environments. Candidates must have hands-on experience working on Physical AI datasets .

Requirements

Key responsibilities

  • Review and annotate first-person video showing human actions, tools, objects, and task workflows.
  • Split videos into meaningful chunks and mark precise start and end times for each action.
  • Apply action labels and write clear natural language descriptions of what happens in each segment.
  • Review model-generated annotations, correct errors, and ensure complete coverage and consistent labeling.
  • Follow annotation guidelines, resolve unclear cases with reviewers, and complete rework within assigned timelines.

Required skills

  • Prior hands-on experience annotating Physical AI, robotics, or industrial egocentric video is mandatory.
  • Understanding of temporal action segmentation, video chunking, action labeling, and timestamp accuracy.
  • Ability to describe visible actions clearly, including the relevant hand, object, and tool.
  • Experience with video annotation platforms
  • Strong attention to detail and ability to meet quality and productivity targets.

Note: Apply through this platform with your CV and a brief description of the Physical AI annotation projects you have worked on.

From Arctic Engines's job posting, checked Oct 30, 2026. The employer's own page is the final word on requirements and availability.

Apply on Arctic Engines (opens in new tab)See if you qualify (opens the job details)

The application

Your details and CV, then 16 questions (1 written).

Have readyCV
  1. 1.
    HeadlineShort answer · optional
  2. 2.
    EducationShort answer · optional
  3. 3.
    ExperienceShort answer · optional
  4. 4.
    SummaryWritten answer · optional
  5. 5.
    Do you have hands-on experience annotating Physical AI, Robotics, or Industrial Egocentric Video?Yes or no
  6. 6.
    How much experience do you have in Physical AI / Robotics video annotation?Pick any: 6522534 · 6522535 · 6522536 · 6522537
  7. 7.
    Which type of video annotation have you worked on?Pick any: 6522538 · 6522539 · 6522540 · 6522541 · 6522542
  8. 8.
    Have you worked on temporal action segmentation and video chunking?Pick any: 6522543 · 6522544 · 6522545
  9. 9.
    Which annotation tasks have you performed?Pick any: 6522546 · 6522547 · 6522548 · 6522549
  10. 10.
    Can you accurately identify the start and end timestamps of individual actions in a video?Pick any: 6522550 · 6522551 · 6522552
  11. 11.
    Have you annotated human actions involving hands, tools, and objects?Pick any: 6522553 · 6522554 · 6522555
  12. 12.
    Have you reviewed and corrected model-generated annotations?Yes or no
  13. 13.
    Have you worked on any video annotation platform/tool?Pick any: 6522556 · 6522557 · 6522558
  14. 14.
    What best describes your ability to follow detailed annotation guidelines and maintain consistency across videos?Pick any: 6522559 · 6522560 · 6522561
  15. 15.
    Are you comfortable working as a remote freelancer and completing assigned videos within timelines?Yes or no
  16. 16.
    When can you start?Pick one: 6522562 · 6522563 · 6522564 · 6522565

From Arctic Engines's apply page, checked Oct 30, 2026.

About Arctic Engines

The human-data arm of India's Apna Group hires onsite video collectors, freelance video annotators and annotation leads for its physical-AI egocentric video programs.

How it pays: The Operations Lead and QC Lead are full-time posts; the Video Annotator is freelance, paid per video hour. The postings state no payment schedule.

Every Arctic Engines opening Arctic Engines: pay, legitimacy and reviews

From our research: Embodied-AI Data Annotation market (market report)

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