Data Entry Keyer

Remotebridge; United States; Remote; USD 5,600 - 28,000; Part time

Job summary

Frontier AI Lab is seeking a Data Entry Keyer for a remote contractor role on a cutting-edge AI benchmark project. You will design evaluation tasks, assemble large datasets (CSV, PDF, spreadsheets), and define exact error cases and reconciliation rules for AI training.

Strong written English, meticulous attention to data quality, and the ability to work independently in a distributed team are essential. Prior AI experience is not required; domain expertise in data entry and validation matters

Qualifications

• Experience in data entry, QA, or data validation in regulated environments.
• Proven ability to achieve high accuracy with measurable results.
• Strong focus on detecting formatting irregularities and data integrity.
• Excellent written English for drafting evaluation tasks and rubrics.
• Comfort working independently in remote, distributed teams.

Responsibilities

• Design and produce expert-level evaluation tasks for AI data entry.
• Construct and curate large datasets (CSV, PDFs, spreadsheets) with realistic errors.
• Define the correct final state for each task and reconciliation requirements.
• Author detailed grading rubrics (35+ criteria) for assessment of AI outputs.
• Ensure tasks reflect standards of regulated or audit-sensitive environments.
• Collaborate asynchronously to refine evaluation materials.

Skills

Data entry

Quality assurance

Data validation

Written English

Attention to detail

Independent work

Remote collaboration

Job description

# Data Entry KeyerFrontier AI Lab · Remote · Full-time## Ready to see if you fit?Upload a resume once, then run an honest fit check on this role in seconds. Access is free and always will be.Sign up to check your fit## About the roleRole Title: Data Entry KeyerRole Type: ContractorLocation: RemoteOur team is engaging Data Entry Keyers to contribute to a customer's advanced AI benchmark project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.### Scope of Work• Design and produce expert-level evaluation tasks that simulate real-world data entry and validation challenges for AI agents.• Construct and curate large, complex datasets—including CSVs, PDFs, spreadsheets, and technical documents filled with realistic errors such as malformed records, missing data, and inconsistent formats.• Define the correct final state for each task, specifying the exact error cases and reconciliation requirements that an AI must address.• Author detailed grading rubrics (35+ criteria) for assessment of AI agent outputs, focusing on both accuracy and completeness in error detection.• Ensure all authored tasks mirror the authentic complexity and standards of highly regulated or audit-sensitive environments.• Collaborate asynchronously through precise written and verbal communication to iterate and refine evaluation materials.### Preferred Qualifications• Extensive experience in data entry, quality assurance, or data validation within regulated or audit-sensitive domains such as healthcare claims, finance back office, or legal operations.• Demonstrated ability to achieve and document high accuracy standards, including measurable error rates and outcomes.• Strong skills in detecting and analyzing data inconsistencies, silent truncations, and formatting irregularities across diverse file types.• Proficient written English, enabling clear drafting of complex evaluation tasks and comprehensive grading rubrics.• Exceptional attention to detail and a disciplined, process-oriented work style.• Experience contributing to projects with high stakes for compliance, accuracy, or data integrity is highly valued.• Comfort working independently and communicating proactively within remote, distributed project environments.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.