Data Entry Keyer

micro1 is an innovative AI recruitment engine that helps organisations efficiently hire top global talent by streamlining sourcing and interviewing processes.

micro1 is engaging Data Entry Keyers to contribute to a customer's advanced AI benchmark project. In this role, you will apply your expertise to help train next-generation AI systems. Your work will contribute to how models learn, reason and perform through high-quality, real-world input.

No prior experience in AI is required. 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 containing 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 with 35+ criteria for assessment of AI agent outputs, focusing on 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 analysing 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 Structure

Compensation 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 number of tasks per week.

Salary listed on the vacancy: $20.00 – $35.00 per hour.

Start Timeline & Availability

Roles are typically filled within 48 hours, and experts are expected to be ready to start quickly. If selected, candidates are expected to start their first tasks within 24–48 hours of completing onboarding.

Job Details

• Role Type: Contractor
• Experience Level: Entry-level
• Location: Remote – Worldwide
• Open to Candidates: All countries
• Posted On: 17 September 2026
• Apply Before: 16 November 2026

How to Apply

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