Organizational Design

What is the foundation of a good ML org and how do you ensure that your team is aligned with these principles?

ML Engineering Manager

Meta

Did you come across this question in an interview?

  • What is the foundation of a good ML org and how do you ensure that your team is aligned with these principles?
  • What underpins a solid ML organization, and how do you keep your team's actions in sync with these core values?
  • What are the bedrock principles of a successful ML organization and how do you maintain alignment with these in your team?
  • How do you define the base of a quality ML organization and what steps do you take to align your team with it?
  • What foundational elements do you consider essential for a good ML organization, and how do you align your team with these?
  • What constitutes the core of a proficient ML organization, and how is team coherence to this core achieved in your practice?
  • What do you consider the groundwork for a strong ML organization, and how do you ensure team adherence to these standards?
  • How do you describe the cornerstone of an effective ML team, and what methods do you use to keep your team aligned?
  • What principles form the basis of an effective ML organization, and how do you ensure your team's practices reflect these principles?

Interview question asked to ML Engineering Managers interviewing at Meta: What is the foundation of a good ML org and how do you ensure that your team is aligned with these principles?.