SkillsData science skills and experience to assess
Focus on experience that matches your modelling question, available data and the way the findings will be used.
Experience with similar analytical problems
Review previous modelling, predictive analytics, experimentation and statistical investigation work relevant to your business questions.
A structured approach to modelling
Ask how the specialist defines measurable targets, assesses available datasets, selects methods and evaluates model performance.
Clear explanation of findings
Discuss how the talent communicates assumptions, uncertainty, limitations and results to technical and business stakeholders. Agree the scope, timeline, deliverables, rate and work setup directly.
The employer reviews the talent's experience and suitability before making a hiring decision.