micro1 is engaging remote contractors with strong data accuracy and validation skills for an AI benchmark project. Unlike a typical data-entry clerk role, the work is about building challenging sample data sets that test how AI systems detect and correct mistakes.
The listing advertises an indicative USD $20-$35/hour band, but compensation is actually per approved task; this is not a guaranteed hourly wage. Contractors may need to meet minimum weekly submission requirements.
You should be comfortable creating realistic CSVs, spreadsheets, PDFs and structured documents that contain deliberately incorrect, inconsistent or incomplete records, then writing precise solutions and evaluation criteria.
- Design realistic data-entry and data-validation challenges for AI evaluation.
- Build structured datasets in CSV, spreadsheets, PDFs and similar formats.
- Introduce realistic errors such as duplicates, missing fields and inconsistent formats.
- Document each issue and specify the correct final data state.
- Create detailed scoring criteria to evaluate how completely an AI resolves the data problems.
- Submit completed tasks to quality requirements and communicate asynchronously with reviewers.
- Excellent attention to detail and accuracy across different document types.
- Comfort with spreadsheets, structured records and data validation.
- Ability to explain how errors should be identified and reconciled.
- Strong written communication and independent remote working skills.
- Prior experience with high-stakes data quality, auditing or compliance is beneficial.
- Prior experience training AI is not required.
Relevant data entry, data reconciliation, quality assurance or documentation expertise is expected; the employer does not require previous AI project experience.
- Spreadsheet and CSV quality control
- Data accuracy and format reconciliation
- Error detection and root-cause analysis
- Evaluation rubric and task writing
- Asynchronous collaboration
Advertised pay guide: USD $20-$35/hour equivalent; actual payment is output-based per accepted task.
Remote contractor arrangement for eligible global applicants. Earnings and workload depend on approved submissions and available project tasks. Employer-provided employee benefits were not disclosed.
Apply through the source listing: Apply directly on micro1. Please verify the job is still open and that you meet its location requirements before applying.