01Technical product engineering
Explain the product, users and release responsibilities. Assess how candidates turn requirements into tested, maintainable software and communicate tradeoffs to colleagues working in other engineering or scientific disciplines.
02Data and AI specialization
Separate research experimentation from evaluation, data pipelines and production integration. Identify which capability needs a hire now and which is supplied by the existing team or a specialist partner.
03Finance for growing companies
Clarify management reporting, close ownership and the relationship with operating leaders. Ask candidates to explain how they resolve incomplete inputs and make the financial implications of a technical or commercial decision understandable.
04Leadership through a transition
A CTO, product leader or functional executive needs clear authority and a realistic next-stage mandate. Define decision boundaries and existing strengths before evaluating who can guide the team’s next priorities.