Explore Tasks
Run service quality assurance on sampled cases and calibrate quality scoring
The Customer Service Manager receives calibrated quality scores with coaching and process actions.
1job does it
1job helps 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
- Setting and reviewing action thresholds for scores and model predictions
- Statistical power and sample size
- Preparing leakage-resistant ML data
- Evaluating ML generalisation and fitness
- Monitoring model fitness and drift
- Working through stakeholder conflict over evidence and responsibility
- Reconstructing a record's state at a point in time from history and audit trails
- Designing and weighting rule-based scoring models
- Recognising and resolving ethical conflicts in data and AI work
- Writing evidence-led findings and auditable recommendations with their limits
- 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 soonMachine Learning: from Data to Validated Models and Decisions