Explore Tasks
Translate a strategic choice into measurable objectives and targets and track strategic KPIs through the planning cycle
The executive receives objectives with owners, baselines and targets, and a tracking scorecard with variance and actions.
1job does it
3jobs help with it
34skills it needs
Does itHelps with it
- Setting and reviewing reliability objectives and error budgets for data and AI services
- Establishing and declaring data grain
- Reading business metrics
- Governing shared data definitions
- Writing data quality rules
- Reconciling conflicting reports
- Tracing data lineage upstream and downstream
- Calculating and verifying KPIs against their specification
- Specifying decision-useful reports
- Specifying BI measure semantics: additivity, aggregation and time
- Designing semantic models for governed analytics
- Identifying keys and testing referential integrity
- Designing dimensional models with explicit grain
- Designing and versioning data contracts for consumers
- Assigning and operating data ownership and stewardship
- Mapping stakeholders' decisions, constraints and needs
- Estimating quantities and differences with intervals
- Comparing periods consistently
- Judging whether a change exceeds normal variation
- Variance analysis
- Estimating and challenging causal effects
- Testing investment business cases under uncertainty
- Defining measurable outcomes and leading indicators
- Testing, implementing and sustaining measured improvements
- Testing competing explanations with discriminating evidence
- Verifying benefits realisation and attribution
- 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
- Independently checking analytical conclusions and claims
- Facilitating group decisions using disputed evidence
- Rating risks against appetite and choosing proportionate treatment
- Recognising and resolving ethical conflicts in data and AI work
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
SQL for Analysis
Answer real business questions with SQL, from your first query to finding why a number moved.
- Modules
- 5 open
- Runs in
- Your browser
Skill Path
Data Preparation: Cleaning, Repair and Reconciliation
Check whether a table is fit for the job, then clean, repair and reconcile it with the evidence to back it.
- Modules
- 5 open
- Practice data
- Raket Parts