Explore Tasks
Evaluate structured candidate evidence and recommend a fair selection
A hiring manager receives a recommendation grounded in structured, job-relevant evidence with adverse-impact checks.
2jobs do it
1job helps with it
23skills 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
- Fitting, checking and interpreting inferential regression models
- Writing evidence-led findings and auditable recommendations with their limits
- Controlling disclosure risk in shared data and outputs
- Assessing data-driven fairness and bias
- Evaluating structured selection evidence fairly
- Applying equality law tests to people-decision criteria
- Applying research ethics and participant consent
- Evaluating jobs with an analytical, gender-neutral scheme
- Recognising and resolving ethical conflicts in data and AI work
- Making accountable decisions under uncertainty
- 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
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
Skill Path
Data Visualisation and Dashboard Design
Design honest, accessible charts and decision-useful dashboards and verify them before release.
- Modules
- 5 open
- Practice data
- Raket Parts
Coming soonPeople and Workforce AnalyticsApplied AI at Work