Role and Team Specific Responsibilities Questions
Focus on how a specific role fits within a particular team or domain, including domain ownership, systems and services owned, on call and incident responsibilities, autonomy and decision making, and how the role contributes to team outcomes. This topic also covers clarifying reporting relationships, typical stakeholders, and how the team is structured. Candidates should ask and answer concrete questions about team charters, ownership boundaries, and expectations for collaboration.
MediumTechnical
0 practiced
Design a lightweight SLA and operational process for handling explainability requests required by compliance teams (e.g., X days to respond to a request for model explanation). Include how to prioritize requests, required artifacts to return, and metrics to show SLAs are met.
EasyTechnical
0 practiced
Describe how an ML Engineer should collaborate with data engineers and data scientists. Specifically, define ownership boundaries for: raw data ingestion pipelines, feature stores, model training code, model serving endpoints, and experiment tracking.
HardTechnical
0 practiced
As a leader, how do you balance hiring for individual IC excellence versus investing in team-level capabilities like mentoring, processes, and shared tooling? Propose a 12-month hiring and team development plan that demonstrates this balance and expected outcomes.
HardTechnical
0 practiced
You must define SLOs and error budgets for a high-frequency prediction service consumed by multiple product teams. Propose an approach for allocating error budgets across consumers, ensuring fairness and safety, and describe enforcement actions when budgets are exhausted.
EasyTechnical
0 practiced
When handing off a model to another team for maintenance, what minimum documentation, artifacts, and access should you provide? List the essential items (e.g., runbook, model artifact, training data sample, tests) and why each is necessary.
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