Data Entry Keyer

RemoteJobsOne; Singapore; Remote; SGD 28,000 - 48,000; Part time

Job summary

RemoteJobsOne is seeking Data Entry Keyers for a fully remote contractor role based in Singapore. You will create high-quality evaluation tasks to train AI, design datasets, and draft precise grading rubrics that capture error types and reconciliation needs.

Ideal candidates bring strong data entry and QA experience in regulated contexts, exceptional attention to detail, and the ability to work asynchronously in a distributed team. Start immediately with quick onboarding and task-based pay.

Qualifications

• Experience in data entry and QA
• Ability to document high-accuracy standards and outcomes
• Attention to data inconsistencies and formatting irregularities across file types
• Strong written English for drafting evaluation tasks and rubrics

Responsibilities

• Design expert-level evaluation tasks simulating real-world data entry and validation for AI agents
• Construct and curate large datasets including CSVs, PDFs, spreadsheets, and technical documents with realistic errors
• Define correct final state and reconciliation requirements for tasks
• Author detailed grading rubrics for AI agent outputs focusing on accuracy and completeness
• Ensure tasks reflect highly regulated or audit-sensitive environments
• Collaborate asynchronously to iterate and refine evaluation materials

Skills

Data entry

Quality assurance

Data validation

Attention to detail

Remote work

Tools

Excel/Sheets

Job description

This is a fully remote position, open to candidates based in Singapore.

Pay: $20–$35/hr

Role Title: Data Entry Keyer

Role Type: Contractor

Location: Remote

We are 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.