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Human Data / Specialist network

Find paid specialist work that matches your expertise.

Review role records, understand the stated terms, and choose when to begin AuraOne's specialist intake. A profile never becomes an application without a deliberate action.

Static board. Listings are generated from bundled local jobs data last refreshed on July 1, 2026. Confirm availability through AuraOne intake before relying on a role.

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Visible scope, location, and compensation record.
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Candidate profile and role choice remain separate.
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A human reviews fit before any placement.
Human

Snapshot roles: 2,031Records in the current static board.
Role tracks: 20Disciplines represented in this snapshot.
Pay shown: 2031/2031Records with compensation visible before intake.

Static board / Snapshot roles

Review the current role records.

Review image, video, spatial reasoning, visual grounding, scene understanding, and vision-agent outputs.

Role tracks20 represented in this snapshot

All snapshot roles2031 AI Safety & Red Teaming45Stress-test model behavior, refusal boundaries, dual-use risk, and safety policy adherence before deployment.Frontier Model Evaluation292Review advanced model outputs, benchmark failures, rubric decisions, and evaluator calibration across frontier AI workflows.RLHF & Human Preference Data38Produce preference rankings, reward-model feedback, and calibrated human judgment for post-training pipelines.Multimodal Evaluation47Evaluate model behavior across text, image, document, chart, audio, and mixed-input tasks.Robotics & Embodied AI46Review embodied AI, teleoperation, navigation, manipulation, and physical-world safety evaluation workflows.Scientific AI & Domain Experts152Bring scientific and technical domain expertise into AI reasoning, research, and dataset review.Medical & Clinical AI107Review clinical, biomedical, life-science, and healthcare AI outputs with safety-aware domain judgment.Legal & Policy AI Evaluation80Evaluate legal, policy, compliance, privacy, and governance AI outputs for precision and risk.Finance, Accounting & Economic AI163Review financial reasoning, accounting treatment, economic analysis, audit logic, and risk workflows.Coding, SWE & Agent Evaluation188Evaluate code generation, software engineering agents, debugging traces, infrastructure tasks, and developer workflows.Cybersecurity & Adversarial Testing33Probe AI systems for cybersecurity misuse, prompt injection, secure-code failures, and adversarial task handling.Data Quality, Taxonomy & Ontology31Design, audit, and improve structured data, label taxonomies, knowledge graphs, and evaluation datasets.Language, Localization & Culture52Review multilingual, dialect, translation, localization, cultural-context, and regional safety tasks.Creative, Media & Design Evaluation84Evaluate creative, design, media-production, visual craft, and asset-quality outputs against professional standards.Education & Learning Evaluation61Review tutoring, pedagogy, assessment, curriculum, and learning-support AI outputs for real learner use.Enterprise Workflow & Tool Use390Evaluate business workflows, tool-use tasks, operational judgment, and enterprise agent behavior.Search, Web & Browser Agents44Review web research, browser automation, source grounding, retrieval, and multi-step search-agent tasks.Voice, Audio & Speech AI82Evaluate voice agents, speech recognition, audio events, pronunciation, conversation quality, and spoken interaction.Video, Vision & Spatial AI71Review image, video, spatial reasoning, visual grounding, scene understanding, and vision-agent outputs.Math, Reasoning & Formal Methods25Evaluate mathematical reasoning, theorem proving, formal logic, quantitative proofs, and long-chain reasoning.

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Showing 55-71 of 71 snapshot rolesPage 4 of 4

Video, Vision & Spatial AIRecord 055

Video Editing Expert

Video Editing Expert is a remote evaluation track for reviewing video editing evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractor$19–$65 / hr

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Video, Vision & Spatial AIRecord 056

Video Evaluator (AI Content)

Video Evaluator (AI Content) is a remote evaluation track for reviewing video evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 057

Video Game Annotator

Video Game Annotator is a remote evaluation track for reviewing video game annotator evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractor$16–$17 / hr

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Video, Vision & Spatial AIRecord 058

Video Instruction Following Evaluator

Video Instruction Following Evaluator is a remote evaluation track for reviewing video instruction following evaluation prompts and responses against...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 059

Video Instruction Following Failure Analyst

Video Instruction Following Failure Analyst is a remote evaluation track for reviewing video instruction following failure analyst evaluation prompts...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 060

Video Post-Production Workflow Expert

Video Post-Production Workflow Expert is a remote evaluation track for reviewing video post production workflow evaluation prompts and responses against...

ContractorRemote · Independent specialist contractor$15–$65 / hr

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Video, Vision & Spatial AIRecord 061

Video QC Analyst

Video QC Analyst is a remote evaluation track for reviewing video qc analyst evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 062

Video Summarization Evaluator

Video Summarization Evaluator is a remote evaluation track for reviewing video summarization evaluation prompts and responses against AuraOne's quality...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 063

Video Summarization Failure Analyst

Video Summarization Failure Analyst is a remote evaluation track for reviewing video summarization failure analyst evaluation prompts and responses...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 064

Visual Counting Evaluator

Visual Counting Evaluator is a remote evaluation track for reviewing visual counting evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 065

Visual Counting Failure Analyst

Visual Counting Failure Analyst is a remote evaluation track for reviewing visual counting failure analyst evaluation prompts and responses against...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 066

Visual Design Professional

Visual Design Professional is a remote evaluation track for reviewing visual design evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractor$120 / hr

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Video, Vision & Spatial AIRecord 067

Visual Evaluation Specialist

Visual Evaluation Specialist is a remote evaluation track for reviewing visual evaluation evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 068

Visual Grounding Evaluator

Visual Grounding Evaluator is a remote evaluation track for reviewing visual grounding evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 069

Visual Grounding Failure Analyst

Visual Grounding Failure Analyst is a remote evaluation track for reviewing visual grounding failure analyst evaluation prompts and responses against...

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

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Video, Vision & Spatial AIRecord 070

Visual Media Evaluator

Visual Media Evaluator is a remote evaluation track for reviewing visual media evaluation prompts and responses against AuraOne's quality rubric.

ContractorRemote · Independent specialist contractorHourly rate confirmed after the interview process.

View snapshot Start intake

Video, Vision & Spatial AIRecord 071

Visual Quality Reviewer (Super Resolution)

Visual Quality Reviewer (Super Resolution) is a remote evaluation track for reviewing visual quality evaluation prompts and responses against AuraOne's...

ContractorRemote · Independent specialist contractor$60–$90 / hr

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