Pull Request Reasoning Workflow Reviewer

AuraOne Human Data; Deutschland; Remote; EUR 31.000 - 49.000; Teilzeit

Zusammenfassung

AuraOne Human Data is seeking a remote Pull Request Reasoning Workflow Reviewer to evaluate PR reasoning outputs against our quality rubric. This contractor role focuses on labeling, summarizing, and flagging issues to help retrain models.

You will compare paired responses, assign severity tags, and document edge cases. Strong written reasoning and attention to detail are essential, with flexible scheduling of about 10 hours per week.

Qualifikationen

• Prior evaluation, annotation, or human-rater experience on pull request reasoning 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.

Aufgaben

• Evaluate pull request reasoning workflow evaluation model outputs against a versioned rubric and assign severity tags.
• 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 for updates in the next training run.

Kenntnisse

Model evaluation

Rubric annotation

Severity tagging

Inter-rater calibration

PR reasoning workflow evaluation

Code review

Software testing

Agent evaluation

Jobbeschreibung

Pull Request Reasoning Workflow Reviewer is a remote evaluation track for reviewing pull request reasoning 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 pull request reasoning workflow evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Responsibilities

• Evaluate pull request reasoning workflow evaluation model outputs against a versioned rubric and assign severity tags for Pull Request Reasoning 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 pull request reasoning workflow evaluation or adjacent content for Pull Request Reasoning 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 pull request reasoning 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
• Pull Request Reasoning Workflow evaluation
• Code review
• Software testing
• Agent evaluation
• Pull
• Request
• Reasoning

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.