Data Entry Keyer

Visa Hunt; United States; Remote; USD 20,664,000 - 38,573,000; Part time

Job summary

Visa Hunt is seeking Data Entry Keyers for a remote contractor role on an AI benchmark project, contributing high-quality data input and verification to help train next-generation AI systems.

You'll design tasks, curate datasets with realistic errors, and define final states and rubrics. Strong written English and meticulous attention to detail are essential.

Qualifications

• Experience in data entry and validation within regulated environments.
• Proven ability to achieve high accuracy with measurable error rates.
• Strong attention to detail and problem-solving skills.
• Excellent written English for drafting tasks and rubrics.
• Comfortable working independently in remote, distributed teams.
• Experience with audit-sensitive projects is valued.

Responsibilities

• Design and produce expert-level evaluation tasks simulating real-world data entry and validation.
• Curate large datasets (CSV, PDF, spreadsheets) with realistic errors.
• Define the correct final state and reconciliation requirements for each task.
• Create grading rubrics (35+ criteria) focusing on accuracy and completeness.
• Ensure tasks reflect highly regulated audit-sensitive standards.
• Collaborate asynchronously to iterate and refine materials.

Skills

Data entry

Quality assurance

Data validation

Attention to detail

Remote collaboration

English proficiency

Tools

CSV files

PDFs

Spreadsheets

Text editors

Job description

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

1. Design and produce expert-level evaluation tasks that simulate real-world data entry and validation challenges for AI agents.
2. 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.
3. Define the correct final state for each task, specifying the exact error cases and reconciliation requirements that an AI must address.
4. Author detailed grading rubrics (35+ criteria) for assessment of AI agent outputs, focusing on both accuracy and completeness in error detection.
5. Ensure all authored tasks mirror the authentic complexity and standards of highly regulated or audit-sensitive environments.
6. Collaborate asynchronously through precise written and verbal communication to iterate and refine evaluation materials.

Preferred Qualifications

1. 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.
2. Demonstrated ability to achieve and document high accuracy standards, including measurable error rates and outcomes.
3. Strong skills in detecting and analyzing data inconsistencies, silent truncations, and formatting irregularities across diverse file types.
4. Proficient written English, enabling clear drafting of complex evaluation tasks and comprehensive grading rubrics.
5. Exceptional attention to detail and a disciplined, process-oriented work style.
6. Experience contributing to projects with high stakes for compliance, accuracy, or data integrity is highly valued.
7. 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.

Originally posted on Himalayas