AI changes analytical tasks
Automation and augmentation can coexist; task-level evidence is required.
Sector → occupation → Review task-level implications before scoring → critical thinkingBringing your perspective into view…
Bringing your perspective into view…
DATA / AI / CW-DATA-001
Use statistical, computational and analytical methods to turn data into useful insights and decisions.
PROVISIONAL CAREER PROFILEWHY THIS DIRECTION
Complete your assessment to explore how this career connects with your interests, values, working preferences and confidence.
Start your assessmentEvidence for United States · National. 2025–2035.
National observations are never substituted for unavailable regional data. Wages are not compared across currencies.
Automation and augmentation can coexist; task-level evidence is required.
Sector → occupation → Review task-level implications before scoring → critical thinkingBUILD ON WHAT YOU KNOW
Complete an assessment and confirm skills to see your transferable capabilities and skill gaps.
FROM POSSIBILITY TO PRACTICE
Explore learning that connects to the capabilities this role asks for. Costs, admission requirements and professional recognition need verification.
Explore my pathwayManual transcription from BLS OOH: May 2025 median wage, 2025 employment, and 2025–2035 employment projections. Source date identifies wage reference month, not publication date. US national only.
Evidence ID: bls-ds-2025 · Model: market-1O*NET: 15-2051.00 · high confidence
US SOC: 15-2051 · high confidence
Canadian NOC, UK SOC, ESCO and ISCO mappings remain empty until reviewed. Matching uses Careerwoods internal IDs.
Explore your results with an assistant grounded in your profile, scores and available evidence.
AI can make mistakes. Verify consequential details in the evidence. Missing data is never a prediction.