A client asks you to build a model that selects job applicants based on historical hiring data. As a consultant, what’s your first ethical concern?
- Whether the model can scale across departments
- If historical data may contain bias that could be perpetuated by the model
- If the client prefers a cloud or on-prem solution
- Whether it’s faster to use a rule-based system