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How a budget analyst can use AI, task by task

O*NET 13-2031.00: Budget AnalystsMedian pay $91,640/year (BLS, May 2025)13 tasksJob Zone 4: Considerable preparation

Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations. Analyze budgeting and accounting reports.

Your job title Type your own title and every prompt on this page updates to match. Also called: Budget Analyst, Budget and Policy Analyst, Budget Coordinator, Budget Officer, Budget Planning Analyst, Cost Analyst, Financial Services Officer, Fiscal Analyst, Fiscal Budget Analyst.

Where AI fits in this job

AI-ready 65%AI-assist 31%Stays human 4%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 8 AI-ready, 4 AI-assist and 1 human-led tasks out of 13. This measures where AI can help, not whether the job will disappear.

Information & paperwork

Thinking & planning

People & communication

Leading & teaching

Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.Explain it clearly · Weekly
Analyze monthly department budgeting and accounting reports to maintain expenditure controls.Crunch the numbers · Weekly
Review operating budgets to analyze trends affecting budget needs.Crunch the numbers · Weekly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

Testify before examining and fund-granting authorities, clarifying and promoting the proposed budgets.Be there for people · Monthly

Skills to build & where you could move ↓

AI can draft these 8

AI produces a usable first pass. You review it, fix it and own it.

Analyze monthly department budgeting and accounting reports to maintain expenditure controls.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to analyze monthly department budgeting and accounting reports to maintain expenditure controls.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Program: [continuity plan, security design, department]
Cost items: [paste]

Build a budget with categories, totals, contingency and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Budget build

Step 1Pick a real example: the next time you analyze monthly department budgeting and accounting reports (this week).

Step 2Fill in [Program] and [Cost items] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.4/5 · core task · O*NET work activity: Analyze budgetary or accounting data..

Review operating budgets to analyze trends affecting budget needs.

Weekly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to review operating budgets to analyze trends affecting budget needs.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Program: [continuity plan, security design, department]
Cost items: [paste]

Build a budget with categories, totals, contingency and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Budget build

Step 1Pick a real example: the next time you review operating budgets (this week).

Step 2Fill in [Program] and [Cost items] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.2/5 · core task · O*NET work activity: Analyze budgetary or accounting data..

Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.

Weekly

AI is a tireless first-pass checker.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to examine budget estimates for completeness, accuracy, and conformance with procedures and regulations.

Context: We use Microsoft SharePoint and Statistical software; the work draws on economics and accounting, mathematics and administration and management.
Records: [paste]
Source documents: [what they should match]

Find discrepancies, errors and questions to ask. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Financial accuracy review

Step 1Pick a real example: the next time you examine budget estimates (this week).

Step 2Fill in [Records] and [Source documents] with the real details, then run the prompt.

Step 3Do your usual review too, and note what AI caught and what it missed. Recompute every total yourself.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.1/5 · core task · O*NET work activity: Verify accuracy of financial information..

Summarize budgets and submit recommendations for the approval or disapproval of funds requests.

Weekly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to summarize budgets and submit recommendations for the approval or disapproval of funds requests.

Context: We use Microsoft SharePoint and Microsoft Word.
Report: [budget, expense, financial summary]
Figures and context: [paste numbers, notes]
Audience: [board, manager, regulator]

Draft the report with a summary, tables, variances explained and next steps. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Financial or budget report

Step 1Pick a real example: the next time you summarize budgets (this week).

Step 2Fill in [Report], [Figures and context] and [Audience] with the real details, then run the prompt.

Step 3Recompute every total and check each variance explanation against the books. Recompute every total yourself.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.1/5 · core task · O*NET work activity: Prepare financial documents, reports, or budgets.. Also involves: Advise others on financial matters..

Compile and analyze accounting records and other data to determine the financial resources required to implement a program.

Weekly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 60% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to compile and analyze accounting records and other data to determine the financial resources required to implement a program.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Program: [continuity plan, security design, department]
Cost items: [paste]

Build a budget with categories, totals, contingency and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Budget build

Step 1Pick a real example: the next time you compile and analyze accounting records and other data (this week).

Step 2Fill in [Program] and [Cost items] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.1/5 · core task · O*NET work activity: Analyze budgetary or accounting data.. Also involves: Gather financial records..

Direct the preparation of regular and special budget reports.

Monthly

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to direct the preparation of regular and special budget reports.

Context: We use Microsoft SharePoint and Microsoft Word.
Report: [budget, expense, financial summary]
Figures and context: [paste numbers, notes]
Audience: [board, manager, regulator]

Draft the report with a summary, tables, variances explained and next steps. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Financial or budget report

Step 1Pick a real example: the next time you direct the preparation of regular and special budget reports.

Step 2Fill in [Report], [Figures and context] and [Audience] with the real details, then run the prompt.

Step 3Recompute every total and check each variance explanation against the books. Recompute every total yourself.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.0/5 · core task · O*NET work activity: Prepare financial documents, reports, or budgets..

Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.

Monthly

AI finds trends and writes the spreadsheet formulas.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to match appropriations for specific programs with appropriations for broader programs, including items for emergency funds.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Question: [price reasonableness, cost trends, profitability]
Data: [paste proposals, reports, history]

Analyze, compare to benchmarks and give a recommendation. Show formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Business data analysis

Step 1Pick a real example: the next time you match appropriations.

Step 2Fill in [Question] and [Data] with the real details, then run the prompt.

Step 3Use it in your next negotiation or estimate. Check it against the manufacturer's manual and your site procedure before you rely on it.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.5/5 · core task · O*NET work activity: Analyze business or financial data..

Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.

Monthly

AI finds trends and writes the spreadsheet formulas.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 28% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Paste a spreadsheet or table and ask AI to find trends, outliers and totals, or to write the formula you need. It's like having an analyst on call.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Question: [price reasonableness, cost trends, profitability]
Data: [paste proposals, reports, history]

Analyze, compare to benchmarks and give a recommendation. Show formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Business data analysis

Step 1Pick a real example: the next time you perform cost-benefit analyses.

Step 2Fill in [Question] and [Data] with the real details, then run the prompt.

Step 3Use it in your next negotiation or estimate. Recompute every total yourself.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.7/5 · core task · O*NET work activity: Analyze business or financial data..

AI can help you prep these 4

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.

Weekly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 26% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation.

Context: We use Oracle E-Business Suite Financials and Financial reporting software; the work draws on economics and accounting, mathematics and administration and management.
Topic: [duties, budgets, cost analysis]
Audience: [importers, departments]

Explain options clearly. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Financial advice explanation

Step 1Pick a real example: the next time you provide advice and technical assistance (this week).

Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.

Step 3Check every answer is right for your workplace before you share it.

Rules, prices and policies change. Make sure AI is working from your current official version.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.3/5 · core task · O*NET work activity: Advise others on financial matters..

Consult with managers to ensure that budget adjustments are made in accordance with program changes.

Monthly

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to consult with managers to ensure that budget adjustments are made in accordance with program changes.

Context: We use Budget monitoring systems.
Topic: [budget, policy, purchases]
My view: [describe]

Draft talking points and data to bring. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Discuss with management

Step 1Pick a real example: the next time you consult with managers.

Step 2Fill in [Topic] and [My view] with the real details, then run the prompt.

Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.1/5 · core task · O*NET work activity: Discuss business strategies, practices, or policies with managers..

Interpret budget directives and establish policies for carrying out directives.

Monthly

AI drafts the structure and wording; the specifics and sign-off are yours.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to interpret budget directives and establish policies for carrying out directives.

Context: We use Microsoft SharePoint and Microsoft Word.
Topic: [procurement, bids, spill prevention]
Requirements: [regulations, internal rules]

Draft guidelines with clear rules, examples and exceptions. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Guidelines draft

Step 1Pick a real example: the next time you interpret budget directives.

Step 2Fill in [Topic] and [Requirements] with the real details, then run the prompt.

Step 3Check every fact, name and number against your source before it goes anywhere. Recompute every total yourself.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 4.0/5 · core task · O*NET work activity: Establish organizational guidelines or policies..

Seek new ways to improve efficiency and increase profits.

Monthly

AI does the arithmetic and suggests what to look at; the conclusions are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 57% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can do the arithmetic, build the spreadsheet formula and suggest what to look at. Deciding what the numbers mean for your situation is still you.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to seek new ways to improve efficiency and increase profits.

Context: We use Microsoft Power BI and IBM Cognos Business Intelligence; the work draws on economics and accounting, mathematics and administration and management.
Operation: [describe]
Data: [paste times, costs, outputs]

Find the biggest losses and suggest improvements with estimates. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

10-minute exercise: Efficiency opportunity scan

Step 1Pick a real example: the next time you seek new ways.

Step 2Fill in [Operation] and [Data] with the real details, then run the prompt.

Step 3Recompute the most important number yourself before you trust the rest.

AI makes arithmetic mistakes. Recompute anything that matters with a spreadsheet formula.

Importance 3.4/5 · core task · O*NET work activity: Identify opportunities to improve operational efficiency..

These stay human 1

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Frequency of decisions: every day · Contact with others: contact with others most of the time · Face-to-face discussions: once a week or more but not every day · Impact of decisions: important results

Testify before examining and fund-granting authorities, clarifying and promoting the proposed budgets.

Monthly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a budget analyst. Part of my job is to testify before examining and fund-granting authorities, clarifying and promoting the proposed budgets.

Context: The work draws on economics and accounting, mathematics and administration and management.
Proceeding: [court, hearing, legislative]
Topic: [findings, violations, investigation]

Help me prepare: key facts in order, likely questions including hostile ones, and how to answer calmly and only within my knowledge. Then cross-examine me.

10-minute exercise: Testimony prep

Step 1Pick a real example: the next time you testify before examining and fund-granting authorities.

Step 2Fill in [Proceeding] and [Topic] with the real details, then run the prompt.

Step 3Review with counsel and stick strictly to facts you can support.

Importance 3.8/5 · O*NET work activity: Testify at legal or legislative proceedings..

Get the full prompt pack for Budget Analysts

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

Reading Comprehensionimportance 3.8/5
Used in: Analyzing Data or Information
Critical Thinkingimportance 3.9/5
Used in: Analyzing Data or Information
Writingimportance 3.1/5
Used in: Documenting/Recording Information
Speakingimportance 3.8/5
Used in: Providing Consultation and Advice to Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Treasurers and Controllers31% human-led · Same preparation · $166,570/yr
Skills to build: Monitoring, Management of Financial Resources, Active Learning
Accountants and Auditors8% human-led · Same preparation · $83,680/yr
Skills to build: Service Orientation, Monitoring
Personal Financial Advisors18% human-led · Same preparation · $105,070/yr · usually bachelor's degree
Skills to build: Service Orientation, Monitoring, Persuasion
Compensation and Benefits Managers8% human-led · Same preparation · $149,230/yr · usually bachelor's degree
Skills to build: Management of Personnel Resources, Systems Evaluation, Social Perceptiveness

New tasks appearing in this job

O*NET has started tracking 2 new or updated tasks here: 0 AI-ready, 2 AI-assist, 0 stays human. They have no worker ratings yet, so they aren't counted in the bar above.

Communicate financial reports and budgets to stakeholders.

New in O*NET

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to communicate financial reports and budgets to stakeholders.

Context: The work draws on economics and accounting, mathematics and administration and management.
Audience: [clients and managers: what they already know and what worries them]
Topic: [paste the details about financial reports and budgets]

Help me explain this to clients and managers: (1) a 3-sentence plain-language version, (2) one everyday analogy, (3) the 5 questions they're most likely to ask, with short answers, (4) a one-page handout.

10-minute exercise: One-page explainer: financial reports and budgets

Step 1Think of what clients and managers ask you most about financial reports and budgets.

Step 2Paste the official wording into [Topic] and describe them honestly in [Audience].

Step 3Check every answer is right for your workplace, then try the 3-sentence version on the next person who asks.

Rules, prices and policies change. Make sure AI is working from your current official version.

Double-check every number. AI can make arithmetic and rounding mistakes.

New O*NET task (08/2024). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Submit and monitor salary raises.

New in O*NET

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a budget analyst. Part of my job is to submit and monitor salary raises.

Context: We use Fund accounting software and Deltek Costpoint.
Here's what I'm working with: [paste the salary raises, with private details removed]

Organize this into [a table / the fields in Fund accounting software or Deltek Costpoint / a checklist]. Point out anything missing or inconsistent, and suggest a template I can reuse next time.

10-minute exercise: Template: salary raises

Step 1Take a real example you handle next time it comes up (salary raises).

Step 2Paste it into [paste the salary raises] and choose the output in [a table / the fields in Fund accounting software or Deltek Costpoint / a checklist].

Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

New O*NET task (08/2024). O*NET hasn't linked it to work activities yet, so it was labelled by hand.

Getting into this job

Bachelor's degree is most common (77% of workers)

High school or less 13%
Certificate or some college 2%
Bachelor's 77%
Graduate degree 8%

On-the-job training: 6–12 months
Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft Power BIMicrosoft PowerPointMicrosoft SharePointMicrosoft Visual BasicMicrosoft WordSAP softwareStructured query language SQL