Debugging Trace Workflow Reviewer

AI data reviewers help turn debugging trace workflow evaluation outputs into auditable labels, rationales, and regression cases for Aura One Human Data.

• Evaluate debugging trace workflow evaluation model outputs against a versioned rubric and assign severity tags for Debugging Trace 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.

• Prior evaluation, annotation, or human-rater experience on debugging trace workflow evaluation or adjacent content for Debugging Trace 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.

• Compare two debugging trace 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.

• 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.

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

Remote — US-eligible. Remote
· Independent specialist contractor.

Employment type:

CONTRACTOR. Applicants must be authorized to work from US.

Hourly rate confirmed after the interview process.