Katkat

How do you explain work to non-technical partners?

MillenniumSoftware Engineer · Technical Screen

Last updated

This question evaluates a candidate's competence in communicating complex technical or ML topics to non-technical stakeholders and their motivation for working on AI/ML in trading contexts, with emphasis on translating technical tradeoffs into business impact, risk awareness, and domain constraints such as latency, cost, and compliance.

Behavioral questions

  1. Communicating with non-technical people: How do you explain a complex technical/ML topic to a non-technical stakeholder (e.g., PM, trader, operations, legal)? Provide a concrete example.
  2. Motivation/fit: Why do you want to work on AI/ML in a hedge fund or trading environment (vs big tech / research / product ML)?

What interviewers look for

  • Clarity, empathy, and structured communication
  • Ability to translate technical tradeoffs into business impact and risk
  • Understanding of the domain constraints (latency, risk, costs, incentives, compliance)
  • Self-awareness and collaboration style