Explore Tasks
Elicit, analyse and manage requirements for a data, analytics or system change
A sponsor and delivery team receive validated, traceable requirements and managed changes to them, with solution validation against need.
4jobs do it
3jobs help with it
32skills it needs
- Product Manager
- Data Product Manager
- Business Analyst
- Lead Business Analyst
- Business Analysis Manager
- Head of Business Analysis
- Finance Systems Analyst
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
- 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
- Specifying decision-useful reports
- Mapping customer journeys and evidence gaps
- Defining measurable outcomes and leading indicators
- Diagnosing operational handoffs and flow
- Writing verifiable requirements and acceptance criteria
- Mapping stakeholders' decisions, constraints and needs
- Working through stakeholder conflict over evidence and responsibility
- Mapping proposed process changes and control impacts
- Eliciting needs through interviews, workshops and observation
- Maintaining requirements traceability and change control
- Discovering process variants from event logs
- 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
Skill Path
Discovering Requirements and Defining Metrics
Turn stakeholder needs into verifiable requirements and governed metric definitions with owners, grain and acceptance tests.
- Modules
- 5 open
- Practice data
- Raket Parts
Skill Path
Diagnostic Investigation and Root Cause Analysis
Resolve contradictory evidence and find, verify and prevent the causes of business and data anomalies.
- Modules
- 5 open
- Practice data
- Raket Parts