prompting Interview Questions
The most frequently asked prompting questions across all roles and companies, ranked by real interview frequency. Updated daily.
Implement a retrieval augmented generation pipeline using Azure AI Search and Azure OpenAI, then measure retrieval quality and grounded answers.
MicrosoftExplain LLM fundamentals and connect tokenization, pretraining, prompting, and fine-tuning to practical NLP projects.
OptumExplain LLM fundamentals and design a schema-aware text-to-SQL pipeline with validation, retrieval, fine-tuning, and execution safeguards.
Exl
EXL ServiceCompare zero-shot, few-shot, and chain-of-thought prompting for agentic NLP systems, including quality, cost, and reliability trade-offs.
Databricks
VirtusaUse prompt-based text generation and readability checks to explain database concepts in age-appropriate language.
GuidewireDesign durable conversational state, short-term context, summaries, and long-term retrieval memory for multi-turn LLM applications.
DatabricksDesign an Amazon Bedrock pipeline that plans, drafts, cites, and verifies customer-facing AWS tutorials from engineering documents.
Amazon Web ServicesEvaluate a GenAI project by asking the right technical questions on data, prompts, evaluation, safety, and deployment.
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