AI training contract
Data Entry Keyer
Business Operations · Advertised USD 20-35 an hour. · 50 openings
Data Entry Keyer is contract work for micro1, reviewing and correcting what AI models produce in business operations. The output of the job is expert judgement written down: a model gives an answer, someone who knows the subject decides whether it is right and explains why.
What it requires. No credential is stated on this listing beyond experience in the field.
What it pays. micro1 advertises USD 20 to USD 35 an hour. It also states that pay is output based, paid per task that meets the project specifications, so the hourly figure is an advertised equivalent and not a guaranteed wage.
Where. The listing says this role is remote and names no country. micro1 says it hires talent from around the world, except people who reside in Afghanistan, Belarus, China, Cuba, Democratic Republic of the Congo, Hong Kong, Iran, Iraq, Libya, Macao, Myanmar, North Korea, Russian Federation, Somalia, South Sudan, Sudan, Syria, Venezuela, Ukraine, and Yemen. So this page lists every other country as eligible, on the strength of that rule and not of anything this listing says. Requirements can still differ by role, so check the application page on micro1 before you apply.
micro1 lists 50 openings on this role.
Skills named: Accuracy discipline, Error detection, Format reconciliation, Attention to Detail.
Applications are made on micro1, not here. WFA Digital is independent of micro1 and may receive a referral fee if you are hired, at no cost to you.
Full listing, as published by micro1
Role Title: Data Entry Keyer Role Type: Contractor Location: Remote 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. 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 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. 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 of tasks per week. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.
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Rate, openings and requirements checked 2026-09-25 against micro1's own public postings.