Micro1 review · AI Training & Data Labeling
Data Entry Keyer — AI Benchmark Dataset Construction (micro1)
What the work involves
micro1 is engaging Data Entry Keyers to contribute to a customer advanced AI benchmark project. You will design and produce expert-level evaluation tasks that simulate real-world data entry and validation challenges for AI agents, using realistic datasets with authentic errors.
Your work involves constructing and curating complex datasets including CSVs, PDFs, spreadsheets, and technical documents filled with realistic errors such as malformed records, missing data, and inconsistent formats. You will define the correct final state for each task and author detailed grading rubrics (35-plus criteria) for assessment.
You must ensure all authored tasks mirror the authentic complexity of highly regulated or audit-sensitive environments, and collaborate through precise written communication to iterate and refine evaluation materials.
Requirements & eligibility
- Extensive experience in data entry, quality assurance, or data validation in regulated or audit-sensitive domains (healthcare claims, finance back office, 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
- 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
How to apply
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