JDA TSG Interview Questions
The questions to prepare for JDA TSG interviews, across all roles. Questions from real interview reports rank first. Updated daily.
Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.
Design an agent that investigates, summarizes, and executes work across four to five independent systems.
Design an end-to-end LLM system covering model hosting, retrieval, serving, evaluation, and operational failure handling.
Tests ownership and judgment in solving a difficult technical problem under ambiguity, including prioritization, communication, and measurable results.
Rank document vectors against a query using cosine similarity and return the top matching indices.
Design a high-throughput RAG pipeline that grounds answers, detects unsupported claims, and balances quality, latency, and cost.
Design an evaluation framework that measures both LLM answer quality and harmful or unsafe behavior.
Select and justify metrics for evaluating a generative model across quality, relevance, diversity, safety, and human preference.
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