Database Migration Workflow Reviewer

AI Trainer Jobs; United States; Remote; USD 34,000 - 55,000; Full time

Benefits offered by this job

Remote work

Hourly contract

US-eligible

Job summary

AuraOne is seeking a Database Migration Workflow Reviewer to join a remote evaluation track. Reviewers compare paired outputs against the quality rubric, label edge cases, and draft structured feedback for retraining the modeling team.

As a contractor, you will assess model outputs for severity, document reasoning, and flag hallucinations or policy violations. Strong written communication and at least 10 hours per week of async availability are required.

Qualifications

• Prior evaluation, annotation, or human-rater experience on database migration workflow evaluation or adjacent content.
• 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.

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.

Skills

Model evaluation

Rubric-based annotation

Severity tagging

Inter-rater calibration

Database Migration Workflow evaluation

Code review

Software testing

Agent evaluation

Database

Migration

Job description

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.

Category: Frontier Model Evaluation · Pay: Hourly rate confirmed after the interview process · Location: Remote — US-eligible · Contractor

Database Migration Workflow Reviewer is a remote evaluation track for reviewing database migration workflow evaluation prompts and responses against AuraOne's quality rubric.

About the role

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.
AI data reviewers help turn database migration workflow evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.
Review frontier model outputs. Judge benchmark failures and calibrate other evaluators.

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.

Role details

Track Evaluation & annotation Work model Remote · Independent specialist contractor Compensation Hourly rate confirmed after the interview process. Eligible from US

What you should bring

• 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.

Useful experience

• 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.

Compensation and schedule

Hourly rate confirmed after the interview process.
Expected arrangement: contractor , with program-defined task volume and review pacing. Placement depends on current program demand and reviewer confirmation.

Skills used in matching

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

Application boundary

Creating a specialist profile records your experience and preferences. Starting role intake is a separate action that attaches this role to your candidate record.

Specialist intake

The intake preserves your chosen role, the visible terms, and source attribution for reviewer context.

• 01 Confirm profile and eligibility details.
• 02 Attach this role deliberately.
• 03 Receive a human review decision or follow-up.

Placement timing depends on program demand and reviewer confirmation.