How likely is AI to replace Budget Analysts?

Published research puts Budget Analysts at 52 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Budget Analysts?

Only partly. Individual estimates for Budget Analysts run from 41 to 64 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which finance & banking roles face similar AI exposure?

The closest published finance & banking roles to Budget Analysts by score are Financial Quantitative Analysts (52/100), Accountants and Auditors (54/100), and Appraisers and Assessors of Real Estate (50/100). Each has its own page with the research behind its number.

Occupation baseline · Research consensus

Will AI replace Budget Analysts?

Transitioning

Baseline AI displacement risk for Budget Analysts, aggregated from 7 research sources.

What this score means

Budget Analysts sits in the middle of the exposure range for Finance & Banking. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 52 out of 100 it sits close to the Finance & Banking average of 54. Across the 7 sources behind this baseline, individual estimates run from 41 to 64, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Budget Analysts, most central first, showing 12 of 13.

01Analyze monthly department budgeting and accounting reports to maintain expenditure controls.
02Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.
03Review operating budgets to analyze trends affecting budget needs.
04Compile and analyze accounting records and other data to determine the financial resources required to implement a program.
05Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.
06Summarize budgets and submit recommendations for the approval or disapproval of funds requests.
07Consult with managers to ensure that budget adjustments are made in accordance with program changes.
08Direct the preparation of regular and special budget reports.
09Interpret budget directives and establish policies for carrying out directives.
10Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.
11Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.
12Seek new ways to improve efficiency and increase profits.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 7 research sources that scored Budget Analysts for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
03WORKBank: Expert-Rated Automation Capacity of Occupational Tasks · 2026Shao, Zope, Jiang, Pei, Nguyen, Brynjolfsson, Yang, Stanford (2026)
04Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
05Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
06GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
07AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Budget Analysts?: Published research puts Budget Analysts at 52 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 7 research sources and describes the typical version of the role, not any individual.
Do researchers agree on the risk for Budget Analysts?: Only partly. Individual estimates for Budget Analysts run from 41 to 64 out of 100 across the 7 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
Which finance & banking roles face similar AI exposure?: The closest published finance & banking roles to Budget Analysts by score are Financial Quantitative Analysts (52/100), Accountants and Auditors (54/100), and Appraisers and Assessors of Real Estate (50/100). Each has its own page with the research behind its number.

Also covers

Budget Administrator (Budget Admin) · Budget Analyst · Budget Coordinator · Budget Engineer · Budget Examiner · Budget Management Analyst · Budget Officer · Budget Planning Analyst and related titles

Estimated displacement window

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Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.