> Markdown version of [/jobs/ext/1507624-robotics-data-generalist-bay-area](https://www.wearedevelopers.com/jobs/ext/1507624-robotics-data-generalist-bay-area). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# Robotics Data Generalist - Bay Area

- **Company:** Human Union Data, Inc.
- **Location:** United States (Remote available)
- **Contract:** Permanent contract
- **Skills:** Artificial Intelligence, Motion Planning, Video Encoding
- **Published:** July 30, 2026
- **Apply:** https://www.indeed.com/viewjob?jk=93e3f324f6e85f17

## About the Role

* Hands-on experience operating, supervising, or evaluating robotic, autonomous, or teleoperated systems for Robotics Data Generalist - Bay Area work.
 * Comfort reasoning about perception, motion planning, and physical safety envelopes.
 * Familiarity with structured incident taxonomies and severity scoring.
 * Clear written reasoning that names the failure mode and the standard being applied.
 * Reliable async availability for at least 10 hours per week., * Background in robotics engineering, autonomy operations, or industrial safety.
 * Prior experience reviewing AI-assisted robotics tooling and its failure modes.
 * Familiarity with simulation environments and trajectory-replay tooling., * Robotics evaluation
 * Perception review
 * Motion safety
 * Incident taxonomy
 * Robotics review
 * Attention to Detail
 * Tech Savviness
 * Video Recording

Work model

Remote - US-eligible. Remote · Independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

## Description

Robotics Data Generalist - Bay Area is a remote review track for evaluating robotics review outputs against real-world physical-AI constraints. Reviewers grade trajectory choices, perception assumptions, and safety envelopes; flag failure modes; and document the corrected behavior so the modeling team can train on it., * Review robotics review outputs against current safety standards and operating envelopes for Robotics Data Generalist - Bay Area assignments.

 * Grade perception, motion, and decision logic on a structured rubric.
 * Flag near-miss and unsafe trajectories with severity tags that match incident taxonomies.
 * Capture the corrected behavior or reference trajectory so the modeling team can train on it.
 * Adjudicate disputed cases against published standards or firm operating procedures.
 * Maintain reviewer-quality scores in inter-rater calibration cycles., * Grade a robotics review model's chosen trajectory and flag any near-miss or unsafe motion.
 * Score a perception output against ground-truth labels and rate the failure category.
 * Adjudicate a disputed safety call between two reviewers using firm operating procedures.
 * Audit a 25-trajectory batch for rubric consistency and report drift to the program lead.


## Related Videos

- [Robots are coming into the wild! Full-Stack Robotics Engineers, be ready!](https://www.wearedevelopers.com/videos/479-robots-are-coming-into-the-wild-full-stack-robotics-engineers-be-ready)
- [Edit Your Future: Queerverse Radical AI](https://www.wearedevelopers.com/videos/909-edit-your-future-queerverse-radical-ai)
- [Shift Left On Accessibility - Geri Reid](https://www.wearedevelopers.com/videos/1712-shift-left-on-accessibility-geri-reid)
- [Agents, Version Control and Bunnies - Daniel Siegl & David Payr](https://www.wearedevelopers.com/videos/1897-agents-version-control-and-bunnies-daniel-siegl-david-payr)
- [Robots Among us: Advances in AI for Everyday Androids](https://www.wearedevelopers.com/videos/100230-robots-among-us-advances-in-ai-for-everyday-androids)
- [AI is dead, long live AK](https://www.wearedevelopers.com/videos/1093-ai-is-dead-long-live-ak)

## Related Articles

- [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer)
- [Dev Digest 137 - AI'm not sure about this](https://www.wearedevelopers.com/magazine/485-dev-digest-137-ai-m-not-sure-about-this)
- [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers)
- [Dev Digest 121 - AI goes offline](https://www.wearedevelopers.com/magazine/456-dev-digest-121-ai-goes-offline)
- [What Industries Outside of AI Are Hiring The Most AI Experts?](https://www.wearedevelopers.com/magazine/98-what-industries-outside-of-ai-are-hiring-the-most-ai-experts)
- [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift)