Statistical Assistants vs File Clerks
Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index
A factual, source-backed comparison of Statistical Assistants and File Clerks on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”
At a glance
| Dimension | Statistical Assistants | File Clerks |
|---|---|---|
| Median pay | $51,440 | $41,270 |
| Employment | 5,900 | 78,980 |
| Employment outlook (2024–34) · BLS projection | Declining (-2.5%) | Declining (-15.9%) |
| Annual openings · BLS projection | 800 | 7,300 |
| Typical education · O*NET | Most of these occupations require a four-year bachelor's degree, but some do not. | Usually requires a high school diploma or GED, though some occupations may not. |
| AI exposure · published exposure studies | High · 92nd pct | High · 80th pct |
| Global GenAI gradient · ILO ISCO-08 · via crosswalk | 94th pct · 57% of tasks | 69th pct · 37% of tasks |
| Observed AI use · Anthropic Economic Index | Automation-leaning (46.2%) | Automation-leaning (48.9%) |
| Mostly remote-capable · Dingel–Neiman | Yes | Yes |
Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.
Skills
Shared: Mathematics, English Language, Written Comprehension, Mathematics, Oral Comprehension, Written Expression, Computers and Electronics, Reading Comprehension, Critical Thinking, Oral Expression, Inductive Reasoning, Information Ordering, Near Vision, Active Learning, Complex Problem Solving, Deductive Reasoning, Writing, Speech Recognition, Speech Clarity, Active Listening, Speaking, Customer and Personal Service, Category Flexibility, Judgment and Decision Making, Time Management, Flexibility of Closure, Selective Attention, Fluency of Ideas, Problem Sensitivity, Monitoring, Administrative, Originality, Perceptual Speed, Administration and Management, Law and Government.
Specific to Statistical Assistants
- Mathematical Reasoning
- Number Facility
- Education and Training
- Programming
- Speed of Closure
Specific to File Clerks
- Telecommunications
- Service Orientation
- Public Safety and Security
- Social Perceptiveness
- Coordination
- Far Vision
Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).
Tools & technology
Shared: Office suite software , Data base user interface and query software , Spreadsheet software , Electronic mail software , Presentation software , Word processing software , Document management software .
Specific to Statistical Assistants
- Object or component oriented development software
- Analytical or scientific software
- Computer aided design CAD software
- Web platform development software
- Development environment software
- Data base management system software
- Business intelligence and data analysis software
- Customer relationship management CRM software
Full profiles
This page is a summary. See the complete source-backed profile for Statistical Assistants or File Clerks — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.
More comparisons
Related occupations you can place side by side on the same sourced scale.
- Statistical Assistants vs Data Scientists
- Statistical Assistants vs Statisticians
- Statistical Assistants vs Clinical Data Managers
- Statistical Assistants vs Business Intelligence Analysts
- Statistical Assistants vs Bookkeeping, Accounting, and Auditing Clerks
- Statistical Assistants vs Document Management Specialists
- Statistical Assistants vs Health Information Technologists and Medical Registrars
- Statistical Assistants vs Social Science Research Assistants
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.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- BLS Employment Projections 2024–2034 U.S. Bureau of Labor Statistics
- Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
- Microsoft “Working with AI” working-with-ai Microsoft Research
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
- AI Occupational Exposure (AIOE) Felten, Raj & Seamans academic
- ILO / Gmyrek et al. GenAI exposure gradient 2025 International Labour Organization
- IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022 Institute for Structural Research (IBS)
- Frey & Osborne (2013) frey-osborne-automation academic
- Dingel & Neiman (2020) dingel-neiman-workathome academic
Data compiled June 2, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Statistical Assistants vs File Clerks." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/statistical-assistants-vs-file-clerks
Singulariki. (2026). Statistical Assistants vs File Clerks. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/statistical-assistants-vs-file-clerks
@misc{singulariki-statistical-assistants-vs-file-clerks,
title = {Statistical Assistants vs File Clerks},
author = {{Singulariki}},
year = {2026},
note = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
url = {https://singulariki.com/compare/statistical-assistants-vs-file-clerks}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.