Data Entry Keyer

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 by shaping how models learn, reason, and perform through high-quality, real-world input.

Key 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, and spreadsheets filled with realistic errors such as malformed records 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 numerous criteria for the assessment of AI agent outputs, focusing on accuracy and completeness.
• Ensure all authored tasks mirror the authentic complexity and standards of highly regulated or audit-sensitive environments.

Requirements

• Extensive experience in data entry, quality assurance, or data validation within regulated domains such as healthcare, finance, 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.

What we offer

• Opportunity to work on cutting-edge AI benchmark projects.
• Fully remote work environment with asynchronous collaboration.
• Output-based compensation structure allowing for flexible task management.