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Human Data / Video, Vision & Spatial AI

Smartphone Video Recorder

Smartphone Video Recorder is a remote evaluation track for reviewing smartphone video recorder evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote — US-eligibleHourly rate confirmed after the interview process.

About the role

Smartphone Video Recorder is a remote evaluation track for reviewing smartphone video recorder 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 smartphone video recorder evaluation outputs into auditable labels, rationales, and regression cases for AuraOne Human Data.

Review image and video output. Judge spatial reasoning and scene understanding.

Responsibilities

  • Evaluate smartphone video recorder evaluation model outputs against a versioned rubric and assign severity tags for Smartphone Video Recorder 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.

What you should bring

  • Prior evaluation, annotation, or human-rater experience on smartphone video recorder evaluation or adjacent content for Smartphone Video Recorder 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 smartphone video recorder 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
  • Smartphone Video Recorder evaluation
  • Design

Application process

Submitting this form sends your application directly to the recruiting team for this specialist cohort.