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Evaluate the quality or accuracy of data

Work activity · O*NET

Evaluate the quality or accuracy of data is an intermediate work activity in the O*NET database — a concrete task that recurs across many occupations , grouped under Processing Information. 86 occupations report doing it as part of their work.

What it involves

The most common detailed activities O*NET records under this category, ranked by how many occupation tasks map to each.

  • Verify accuracy of financial or transactional data
  • Verify information or specifications
  • Verify accuracy of records
  • Verify accuracy of data
  • Evaluate data quality
  • Check data for recording errors
  • Verify accuracy of financial information
  • Verify mathematical calculations

How AI is applied to this activity

Microsoft's "Working with AI" study mapped real Bing Copilot conversations to O*NET work activities. The figures below are their measurements for this activity — they describe how AI is used today in one assistant's data, not a forecast that the activity will be automated.

AI completes it successfully 82.2% When Copilot attempts this activity, how often it finishes the task
Scope AI handles 28.0% How much of the activity AI carries within a conversation
Positive user feedback 59.1% Share of interactions users rated positively
How often AI is applied here 84th pct Percentile across all measured activities by how often AI performs them

Source: Microsoft "Working with AI" (working-with-ai). A high completion rate means AI can assist the activity in isolation — it does not mean an occupation that performs it is being automated, since every job blends many activities.

Detailed work activities

The more granular units of work O*NET groups under this activity, ordered by how many occupations perform them.

Occupations that perform this activity

Ranked by how many of the occupation's tasks map to this activity.

Occupation Tasks
Tellers 8
Accountants and Auditors 4
Bookkeeping, Accounting, and Auditing Clerks 4
Clinical Data Managers 3
Procurement Clerks 3
Appraisers and Assessors of Real Estate 2
Billing and Posting Clerks 2
Claims Adjusters, Examiners, and Investigators 2
Data Entry Keyers 2
Forensic Science Technicians 2
Gambling Change Persons and Booth Cashiers 2
Insurance Claims and Policy Processing Clerks 2
Interpreters and Translators 2
Interviewers, Except Eligibility and Loan 2
Loan Interviewers and Clerks 2
Loan Officers 2
Radiologic Technologists and Technicians 2
Real Estate Brokers 2
Remote Sensing Technicians 2
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products 2
Social Science Research Assistants 2
Statistical Assistants 2
Statisticians 2
Umpires, Referees, and Other Sports Officials 2
Appraisers of Personal and Business Property 1
Architectural and Civil Drafters 1
Brokerage Clerks 1
Budget Analysts 1
Compliance Managers 1
Compliance Officers 1
Computer Numerically Controlled Tool Programmers 1
Correspondence Clerks 1
Court Reporters and Simultaneous Captioners 1
Court, Municipal, and License Clerks 1
Crane and Tower Operators 1
Crematory Operators 1
Customer Service Representatives 1
Data Warehousing Specialists 1
Dietitians and Nutritionists 1
Editors 1

Showing 40 of 86 occupations.

Exposure quadrant: AI task-overlap percentile vs Median pay AI task-overlap (horizontal) versus median pay (vertical), each as a percentile across all scored occupations, for 38 occupations in occupations that perform Evaluate the quality or accuracy of data.. Overlap measures shared tasks with AI, not automation. Lower overlap · higher pay Higher overlap · higher pay Higher overlap · lower pay Lower overlap · lower pay Crane and Tower Operators Crematory Operators Umpires, Referees, and Other Sports Officials Radiologic Technologists and Technicians Gambling Change Persons and Booth Cashiers Forensic Science Technicians Tellers Compliance Managers Compliance Officers Remote Sensing Technicians Data Entry Keyers Interviewers, Except Eligibility and Loan Architectural and Civil Drafters Billing and Posting Clerks Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products Bookkeeping, Accounting, and Auditing Clerks Dietitians and Nutritionists Accountants and Auditors Budget Analysts Statistical Assistants Clinical Data Managers Statisticians AI task-overlap percentile → ↑ Median pay
Occupations that perform Evaluate the quality or accuracy of data., by AI task-overlap and median pay

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Evaluate the quality or accuracy of data." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026. https://singulariki.com/activities/evaluate-the-quality-or-accuracy-of-data

APA

Singulariki. (2026). Evaluate the quality or accuracy of data. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/activities/evaluate-the-quality-or-accuracy-of-data

BibTeX 
@misc{singulariki-evaluate-the-quality-or-accuracy-of-data,
  title  = {Evaluate the quality or accuracy of data},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Microsoft “Working with AI” working-with-ai. Accessed June 7, 2026},
  url    = {https://singulariki.com/activities/evaluate-the-quality-or-accuracy-of-data}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.