Database Migration Workflow Reviewer

AuraOne Human Data; Deutschland; Remote; EUR 31.000 - 73.000; Teilzeit

Benefits dieser Stelle

Remote work

Contractor employment

US-eligible

Zusammenfassung

AuraOne Human Data is seeking a remote Database Migration Workflow Reviewer to assess model outputs against a versioned rubric and assign severity tags. You will compare paired responses, label edge cases, and provide structured feedback to retrain the system.

This contractor role emphasizes clear written reasoning, attention to detail, and the ability to flag prompts as rubrics dictate. It requires at least 10 hours weekly and is US-eligible for remote work.

Qualifikationen

• Prior evaluation, annotation, or human-rater experience on database migration workflow evaluation or adjacent content.
• Clear written reasoning naming the issue and rubric clause.
• 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.
• Experience with inter-rater agreement metrics is a plus.

Aufgaben

• Evaluate database migration workflow evaluation model outputs against a versioned rubric and assign severity tags for Database Migration Workflow Reviewer assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Kenntnisse

Model outcome evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Database Migration Workflow evaluation

Code review

Software testing

Agent evaluation

Database

Migration

Jobbeschreibung

Database Migration Workflow Reviewer is a remote evaluation track for reviewing database migration workflow evaluation prompts and responses against AuraOne's quality rubric. Reviewers compare paired outputs, label edge cases, and write the kind of structured feedback the modeling team can use to retrain.

Why this role matters

AI data reviewers help turn database migration workflow evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate database migration workflow evaluation model outputs against a versioned rubric and assign severity tags for Database Migration Workflow Reviewer assignments.
• Compare paired responses and pick the stronger answer with a written rationale.
• Label hallucinations, instruction-following failures, and unsafe content with structured tags.
• Capture ambiguous prompts and route them back to the program team for rubric updates.
• Maintain reviewer-quality scores by calibrating against gold-standard examples each week.
• Document recurring failure modes so the modeling team can target them in the next training run.

Qualifications

• Prior evaluation, annotation, or human-rater experience on database migration workflow evaluation or adjacent content for Database Migration Workflow Reviewer work.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the issue and the rubric clause 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.

Example tasks

• Compare two database migration workflow evaluation model responses to the same prompt and pick the stronger one with rationale.
• Tag an unsafe response with the correct policy category and severity.
• Audit a 50-row batch for rubric consistency and report drift to the program lead.
• Propose a rubric clarification after spotting a recurring failure mode.

Nice to have

• Background in linguistics, content moderation, or trust & safety review.
• Experience with inter-rater agreement metrics and calibration cycles.
• Domain expertise that lets you spot subject-matter errors automated checks miss.

Skills

• Model output evaluation
• Rubric-based annotation
• Severity tagging
• Inter-rater calibration
• Database Migration Workflow evaluation
• Code review
• Software testing
• Agent evaluation
• Database
• Migration

Work model

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

Compensation

Hourly rate confirmed after the interview process.