Xoriant Interview Questions (With Answers)

286 Questions asked

Mar 2026 First seen

Sep 2026 Last seen

286 Unique questions

🥧 Difficulty mix

How hard are these questions?

Easy 44 (15%)Medium 204 (71%)Hard 38 (13%)

📊 Question type

Breakdown by interview phase

🔥 12-week activity

When candidates are asked these

Last 12 weeks →

🏷️ Top topics

Where these questions cluster

Devops 31

Ai Machine Learning 26

Cloud Devops 23

Databases Sql 19

Javascript Typescript 17

Frontend 16

Data Engineering 13

Java 12

👤 Experience level mix

What seniority these are asked at

Fresher (0-1yr) 42Junior (1-3yr) 5Mid (3-6yr) 201Senior (6+yr) 38

📝 Recent questions

Latest 10 asked by candidates

🟡 Medium ✅

In one line, what is pre‑training in LLMs, and how does it differ from post‑training (fine‑tuning)?

Llm Pre‑training Fine‑tuning Ai Ml

Conceptual · Asked 1× · Sep 2026

🟢 Easy ✅

What are vector embedding models, and how are they used in machine learning?

Vector Embeddings Ai Ml Nlp

Conceptual · Asked 1× · Sep 2026

🟡 Medium ✅

What is the difference between batch processing and stream processing? Give an example of stream processing, such as using Apache Kafka.

Batch Processing Stream Processing Apache Kafka

Conceptual · Asked 1× · Jul 2026

🟢 Easy ✅

Why should you avoid using SELECT * in SQL queries?

Sql Best Practices Performance

Conceptual · Asked 2× · Jul 2026

🟡 Medium ✅

When is webhooks a poor choice for a production system?

Product Engineering

Conceptual · Asked 1× · Jun 2026

🔴 Hard ✅

How would you compare Google Compute Engine and Google Cloud Storage for a production system?

Cloud Devops

Conceptual · Asked 1× · Jun 2026

🔴 Hard ✅

What security considerations apply to MongoDB?

Databases Nosql

Conceptual · Asked 1× · Jun 2026

🟡 Medium ✅

When is hiring a poor choice for a production system?

Engineering Management

Conceptual · Asked 1× · Jun 2026

🟢 Easy ✅

How would you explain the trade-off between correctness and performance when using network?

Performance

Conceptual · Asked 1× · Jun 2026

🟡 Medium ✅

Which configuration choices matter most for CI/CD?

Ai Machine Learning

Conceptual · Asked 1× · Jun 2026

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