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Human Data / Search, Web & Browser Agents

Software Engineer — Agentic Search Systems

Software Engineer — Agentic Search Systems is a remote evaluation track for reviewing software engineer agentic search systems evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote — US-eligible$80–$150 / hr

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About the role

Software Engineer — Agentic Search Systems is a remote evaluation track for reviewing software engineer agentic search systems 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 software engineer agentic search systems evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Review browser automation and multi-step search agents. Check whether sources hold up.

Responsibilities

Evaluate software engineer agentic search systems evaluation model outputs against a versioned rubric and assign severity tags for Software Engineer — Agentic Search Systems 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: $80–$150 / hr
Applicants: US

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.

What you should bring

Prior evaluation, annotation, or human-rater experience on software engineer agentic search systems evaluation or adjacent content for Software Engineer — Agentic Search Systems 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.

Role signals

Example tasks

Compare two software engineer agentic search systems 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

$80–$150 / hr

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
Software Engineer Agentic Search Systems evaluation

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Software Engineer — Agentic Search Systems

About the role

Responsibilities

Role details

What you should bring

Role signals

Example tasks

Useful experience

Compensation and schedule

Skills used in matching

Application boundary

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