7shifts Interview Questions
The questions to prepare for 7shifts interviews, across all roles. Questions from real interview reports rank first. Updated daily.
A framework for deciding which features should ship first when building a new product.
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Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.
Explain how you would prioritize competing engineering deadlines when stakeholders, business impact, and delivery risk are all in tension.
Compare RAG and fine-tuning, and decide when each is the better fit for an LLM product.
Explain how you rank leads, focus time on the best opportunities, and keep pipeline quality and forecast accuracy high.
Design a CI/CD pipeline for AI model deployment with automation, orchestration, infrastructure, and quality gates.
Approach for continuously monitoring a deployed model and keeping performance stable as data changes.