Explore Tasks
Design a user research investigation
A product team receives a research plan (question, method, sample, ethics, analysis) that can change a decision.
2jobs do it
2jobs help with it
24skills it needs
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
- Designing and quality-checking survey instruments
- Statistical power and sample size
- Designing and appraising samples
- Designing experiments
- Evaluating experimental results and integrity
- Writing evidence-led findings and auditable recommendations with their limits
- Controlling disclosure risk in shared data and outputs
- Designing decision-oriented research with customers, users or employees
- Interpreting customer feedback and qualitative evidence
- Evaluating employee experience evidence responsibly
- Evaluating whether people understood, adopted and sustained a change
- Applying research ethics and participant consent
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
Leading Analytics and AI Change
Lead adoption, diagnose learning needs, coach and assure team capability.
- 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
Coming soonProduct and Digital Behaviour Analytics