Wipro
Global information technology, consulting and business process services company.
4 Rounds
~21 Days
Medium
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Data Scientist
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Technical
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hard
What is RAG (Retrieval-Augmented Generation)? How would you design a RAG pipeline for a Wipro enterprise client to query their internal HR documents?
#LLMs
#RAG
#Vector Databases
Machine Learning Engineer
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Technical
•
medium
How do you evaluate the performance of a Retrieval-Augmented Generation (RAG) system deployed for a client's internal knowledge base?
#RAG
#LLMs
#Evaluation Metrics
Machine Learning Engineer
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Technical
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hard
How do you optimize the inference speed and reduce the memory footprint of a Large Language Model (LLM) for a production application?
#LLMs
#Optimization
#Quantization
Machine Learning Engineer
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Technical
•
medium
What are the trade-offs between using a proprietary pre-trained LLM via API (e.g., OpenAI) versus fine-tuning an open-source model (e.g., Llama 3) locally for a client?
#LLMs
#Strategy
#Cost/Benefit Analysis
Difficulty Radar
Based on recent AI-sourced data.
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The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
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Always explain your thought process before writing code or drawing architecture.