ContractRemoteActive
Data Entry Keyer
micro1 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. The engagement focuses on creating realistic data entry and validation challenges, developing complex datasets, and evaluating AI agents for accuracy, completeness, and reliable error detection.
Salary
$20 - $35 / hour
Department
Data Entry & Quality Assurance
Experience
3+ years
Curated by Farooq77 Jobs
Role fit snapshot
- Engagement
- Remote contractor | micro1 application platform
- Experience
- Minimum recorded experience: 3+ years
- Core expertise
- Data Entry & Quality Assurance | Data Entry | Accuracy Discipline | Error Detection
- Expected work/output
- Evaluation tasks | Grading rubrics
- Geographic eligibility
- Not specified beyond Remote
- Listing dates
- Posted 2026-08-13 | Valid through 2026-09-13
- Compensation
- Recorded compensation: $20-$35/hourOutput-based compensation is also recorded in the listing.
Responsibilities
- 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 containing realistic errors such as malformed records, missing data, and inconsistent formats.
- Define the correct final state for each task, specifying exact error cases and reconciliation requirements that an AI must address.
- Author detailed grading rubrics with 35 or more criteria for assessing 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.
Skills
Data EntryAccuracy DisciplineError DetectionData ValidationFormat ReconciliationAttention to DetailQuality AssuranceData IntegrityDataset CurationTechnical DocumentationGrading Rubric DevelopmentAudit-Sensitive Data Handling
Requirements
- 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.
Benefits
- Remote contractor opportunity
- Contribute data entry and validation expertise to next-generation AI training
- Help develop advanced AI benchmark tasks and evaluation datasets
- Work on realistic data quality, error detection, and reconciliation challenges
- Output-based compensation for tasks meeting project specifications
- Opportunity to influence AI accuracy and data integrity in high-stakes environments
Before you apply
- Confirm that your location is eligible for the role.
- Confirm the employment or contract type.
- Verify the current compensation at the official source.
- Review the required skills and experience.
- Check that the listing is still open before applying.
- Never pay a fee to submit a job application.