Explore Tasks
Benchmark jobs and set pay ranges using objective job evaluation
HR leadership receives a pay structure: jobs evaluated on objective, gender-neutral criteria, matched to market benchmarks, with pay ranges, the cost of moving people into range and the equity risks flagged.
1job does it
3jobs help with it
34skills 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
- 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
- Interpreting averages, weighted measures and mix effects
- Designing auditable decision models
- Interpreting workforce metrics and populations
- Analysing pay equity with raw and adjusted pay gaps
- Benchmarking jobs to market pay data and designing pay ranges
- Costing a pay review budget and guideline matrix
- Interpreting policy scope and delegated authority limits
Paths that teach the skills it needs
Skill Path
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Tool Path
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Skill Path
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