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.

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.

• 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.