> Markdown version of [/jobs/ext/1507627-ai-machine-learning-researcher](https://www.wearedevelopers.com/jobs/ext/1507627-ai-machine-learning-researcher). 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).

---

# AI & Machine Learning Researcher

- **Company:** Human Union Data, Inc.
- **Location:** United States (Remote available)
- **Salary:** $156,000.0
- **Contract:** Permanent contract
- **Skills:** Artificial Intelligence, Machine Learning
- **Published:** July 30, 2026
- **Apply:** https://www.indeed.com/viewjob?jk=236ec6abe0e46744

## About the Role

* Direct working experience in ai machine learning researcher specialist operations on real teams for AI & Machine Learning Researcher work.
 * Comfort applying multi-page rubrics consistently across long batches.
 * Clear written reasoning that names the policy or workflow being applied.
 * Strong attention to detail and the ability to flag when a prompt itself is the problem.
 * Reliable async availability for at least 10 hours per week., * Prior experience training, calibrating, or QA-ing operations teams.
 * Familiarity with AI-assisted workflow tooling and its failure modes.
 * Bilingual experience for cross-region operations.

Skills

 * Operational review
 * Policy adherence
 * Workflow judgment
 * Stakeholder communication
 * AI Machine Learning Researcher specialist operations
 * AI model evaluation

Work model

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

## Description

AI & Machine Learning Researcher is a remote review track for evaluating AI outputs across ai machine learning researcher specialist operations workflows. Reviewers grade workflow correctness, policy adherence, and stakeholder fit; flag operational risk; and document the right next step so the modeling team can train on it., * Review AI outputs against current ai machine learning researcher specialist operations workflows, playbooks, and firm policy for AI & Machine Learning Researcher assignments.

 * Grade tone, escalation logic, and stakeholder fit on a structured rubric.
 * Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
 * Capture the right next step so the modeling team can train on it.
 * Adjudicate disputed treatments against published playbooks or firm guidance.
 * Maintain reviewer-quality scores in inter-rater calibration cycles., * Grade a model's response to a real ai machine learning researcher specialist operations ticket and rate workflow, tone, and escalation.
 * Flag a missed escalation with the right severity tag and corrected next step.
 * Adjudicate a disputed playbook call between two reviewers using firm guidance.
 * Audit a 25-row batch for rubric consistency and report drift to the program lead.


## Related Videos

- [AI for decision-making in Tech Recruiting](https://www.wearedevelopers.com/videos/1074-ai-for-decision-making-in-tech-recruiting)
- [Edit Your Future: Queerverse Radical AI](https://www.wearedevelopers.com/videos/909-edit-your-future-queerverse-radical-ai)
- [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning)
- [AI is dead, long live AK](https://www.wearedevelopers.com/videos/1093-ai-is-dead-long-live-ak)
- [HR ROBO SAPIENS: Decoding AI Agents and Workflow Automation for Modern Recruitment](https://www.wearedevelopers.com/videos/1470-hr-robo-sapiens-decoding-ai-agents-and-workflow-automation-for-modern-recruitment)
- [What non-automotive Machine Learning projects can learn from automotive Machine Learning projects](https://www.wearedevelopers.com/videos/397-what-non-automotive-machine-learning-projects-can-learn-from-automotive-machine-learning-projects)

## Related Articles

- [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer)
- [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)
- [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production)
- [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift)
- [How to start an AI project for a good cause and boost your career](https://www.wearedevelopers.com/magazine/15-how-to-start-an-ai-project-for-a-good-cause-and-boost-your-career)
- [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development)