Data Analyst (AI Evaluation)
micro1GeneralistFirst seen 9 Oct 2026
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- Where
- United States
- Language
- English
- Type
- Contract, remote
- Field
- Generalist
Posted on micro1 First seen 9 Oct 2026Checked 12 Oct 2026Listed until 26 Nov 2026
From the micro1 listing
Role Title: Data Analyst (AI Evaluation)
Role Type: Contractor
Location: Remote, US-based.
micro1 is engaging Data Analysts to contribute their knowledge and expertise to a customer’s data quality project. 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, your domain knowledge is what matters.
Scope of Work
- Review datasets and detailed task outputs for accuracy, completeness, and adherence to guidelines.
- Identify and flag inconsistencies, errors, and outputs that deviate from provided instructions.
- Apply structured rubrics and evaluation criteria consistently across large data sets.
- Exercise sound judgment and document rationale in ambiguous scenarios where guidelines are unclear.
- Escalate patterns or recurring data issues for further analysis rather than addressing them individually.
- Provide clear, actionable written and verbal feedback pinpointing issues and suggesting resolution paths.
- Maintain meticulous attention to detail while working through high volumes of repetitive data review assignments.
Preferred Qualifications
- 3-5+ years of experience in data review, data quality, quality assurance, or analytical roles.
- Proven expertise in reviewing, validating, and critiquing data or deliverables based on explicit criteria.
- Exceptional ability to follow detailed written instructions and apply complex evaluation rubrics precisely.
- Demonstrated comfort with ambiguity, including making justifiable decisions when guidelines are incomplete.
- Advanced attention to detail and error-spotting capabilities across repetitive or high-volume work.
- Strong written and verbal communication skills for documenting findings and providing feedback.
- Baseline fluency with spreadsheets (sorting, filtering, simple formulas); SQL or hands-on data querying is a plus.
- Experience with data annotation, labeling, or rubric-based evaluation is advantageous.
Text above is the platform's own listing, shown as published. Check the details on micro1 before applying.
Prepare for the assessment
Practice questions and what each platform says about its screening for this kind of role:
Terms in this listing
- Guidelines: The project's written instructions that define how to do a task and how to judge answers. On most projects they take precedence over personal preference.
- Rubric: A written list of criteria and scores used to judge a response, for example accuracy, instruction following and tone, each with clear pass or fail descriptions.
- Rationale: The short written explanation you give for a rating or ranking. Reviewers often weigh it as much as the rating itself.
- Annotation: Adding labels or notes to data such as text, images, audio or video so a model can learn from it.
- Labeling: Assigning a category or tag to an item, for example marking a review as positive or negative. Often used as a synonym for annotation.
How applying on micro1 works
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