13-2031.00 — Budget Analyst — AI Tool Fluency

AI Fluency Matrix (Job Zones 4–5)

Category Representative Tools (Oct 2025) What to Be Able to Do Why It Matters
Budget Development & Baselines Excel, Power BI, ChatGPT, Workday Adaptive Assemble baseline budgets from historicals; apply drivers/assumptions; produce rollups and versioned scenarios. Creates a defensible starting point for planning.
Forecasting & Scenario Modeling Excel (Solver), Power BI, ChatGPT, Python Model best/base/worst cases; perform sensitivity analyses on revenue, inflation, and staffing. Prepares leaders for uncertainty and tradeoffs.
Variance Analysis & Narrative Power BI, ChatGPT, Excel, Google Slides Automate MoM/QoQ variance tables; draft clear narratives of drivers and corrective actions. Turns numbers into actionable management insight.
Department Partnering & Requests Notion, Forms, ChatGPT, Smartsheet Intake funding requests; standardize business cases; summarize impacts on KPIs and headcount. Improves prioritization and fairness across teams.
Capital Planning & Depreciation Excel, Power BI, ChatGPT, Fixed-asset modules Track capex pipelines; model depreciation and funding sources; visualize payback/IRR. Aligns long-term assets with strategy and cash flow.
Workforce & Payroll Budgeting Workday, Excel, ChatGPT, Power BI Forecast FTEs, merit, benefits, and vacancies; simulate hiring plans and labor mix changes. Controls the largest cost driver in most orgs.
Grants & Fund Accounting (Public/Nonprofit) Oracle/PeopleSoft, Excel, ChatGPT, OneTrust Allocate costs to funds; track allowability/period of performance; generate drawdown packets. Protects compliance and funding continuity.
Procurement & Spend Controls Coupa, SAP Ariba, ChatGPT, Power BI Monitor encumbrances vs. budget; flag off-contract or over-threshold spend; draft policy reminders. Reduces leakage and improves adherence to policy.
Executive & Board Reporting Power BI, Canva, ChatGPT, Google Slides Publish dashboards for burn rate, runways, and fund balances; craft concise exec summaries. Enables quick, confident decisions at the top.
Audit Readiness & Documentation SharePoint, OneTrust, ChatGPT, DocuSign Maintain workpapers, approvals, and change logs; auto-index evidence for auditors. Speeds audits and strengthens internal control.
AI Governance & Transparency Claude, ChatGPT, SharePoint, Excel Log AI-assisted calculations and narratives; validate against source data and document human review. Builds trust in AI-enabled financial planning.