Explore Tasks
Build a scenario-based financial forecast
Finance leadership receives a driver-based forecast with base, upside and downside scenarios, stated assumptions and sensitivity.
2jobs do it
8jobs help with it
44skills it needs
- FP&A Analyst
- FP&A Lead
- FP&A Manager
- Head of Finance
- Chief Financial Officer
- Head of Sales
- Sales Director
- Commercial Director
- Chief Revenue Officer
- Demand Planning Manager
Does itHelps with it
- Reading and tracing unfamiliar code
- Reviewing human- and AI-generated code changes for correctness and risk
- Sampling and reviewing a team's work against standards
- Diagnosing misleading data visualisations
- Verifying reports and dashboards before and after release
- Verifying AI-assisted outputs against sources
- Disclosing AI contribution to professional work
- Testing competing explanations with discriminating evidence
- Independently checking analytical conclusions and claims
- Escalating unresolved risks with evidence and clear ownership
- Giving specific developmental feedback on data and AI work
- Judging the materiality of defects and deficiencies for the intended use
- Interpreting averages, weighted measures and mix effects
- Interpreting trends and seasonality
- Variance analysis
- Analysing business drivers and contributions
- Forecasting business trends and turning points for planning
- Designing and comparing decision scenarios
- Communicating quantified uncertainty
- Presenting and defending evidence-based recommendations to decision-makers
- Designing auditable decision models
- Interpreting budgets and planning assumptions
- Analysing costs, allocation and margin drivers
- Building driver-based financial forecasts
- Diagnosing forecast accuracy and bias and comparing methods fairly
- Constructing a controlled cash-flow plan
- Analysing working-capital drivers and cash conversion
- Testing investment business cases under uncertainty
- Interpreting workforce metrics and populations
- Explaining how business events flow into accounting records
- Analysing pay equity with raw and adjusted pay gaps
- Identifying and quantifying decision downside and exposure
- Making accountable decisions under uncertainty
- Revising prior decisions when evidence changes
- Reasoning about systems, feedback and second-order effects
- Facilitating group decisions using disputed evidence
- Rating risks against appetite and choosing proportionate treatment
- Recognising and resolving ethical conflicts in data and AI work
- Estimating quantities and differences with intervals
- Forecasting operational demand at interval and site grain
- Judging whether a change exceeds normal variation
- Challenging probability-weighted sales forecasts
- Writing evidence-led findings and auditable recommendations with their limits
- Interpreting policy scope and delegated authority limits
Paths that teach the skills it needs
Skill Path
Data Literacy for Business Decisions
Judge whether a business claim from a table, KPI, chart or dashboard really holds up.
- Modules
- 5 open
- Practice data
- Raket Parts
Tool Path
Excel for Analysis and Decision Models
Build and check Excel workbooks others can trust.
- Modules
- 5 open
- Runs in
- Your browser
Skill Path
Forecasting and Scenario Planning
Build and challenge planning forecasts and scenarios.
- Modules
- 5 open
- Practice data
- Raket Parts
Coming soonFinancial Modelling and Decision Support