Interview prep

EdgeQ Technologies Private Limited interview process & preparation

EdgeQ Technologies Private Limited currently has 13 live openings on OnJob.io, concentrated in Data Analyst, Frontend Developer and AI Engineer roles. There are no leaked or company-specific questions here — prepare with the general, role-based interview rounds and most-asked questions for those role types below.

Practise with a mock interviewSee live EdgeQ Technologies Private Limited jobs

OnJob.io does not publish leaked or company-confidential interview questions. The guides below are general, role-based preparation — the standard rounds and commonly asked questions for the role types EdgeQ Technologies Private Limited is currently hiring for. Your real EdgeQ Technologies Private Limited interview may differ.

What to expect when interviewing for Data Analyst, Frontend Developer and AI Engineer roles at companies like EdgeQ Technologies Private Limited

EdgeQ Technologies Private Limited is currently advertising these role types on OnJob.io. Each guide is the general interview structure and most-asked questions for that role.

General Data Analyst interview prep

2 live roles at EdgeQ Technologies Private Limited

SQL, Excel, statistics and storytelling with data — the analyst interview for product, BI and analytics teams across India.

Typical Data Analyst interview rounds

  1. 01

    SQL round

    Joins, aggregations, window functions and query writing.

  2. 02

    Excel / spreadsheet round

    Lookups, pivot tables and formulas.

  3. 03

    Case / analytics round

    Business case: define metrics, analyse and recommend.

  4. 04

    Tool & viz round

    Power BI / Tableau dashboards and stakeholder communication.

Commonly asked Data Analyst questions

  • What is the difference between INNER JOIN, LEFT JOIN and FULL OUTER JOIN?
  • Write a SQL query to find the second-highest salary in a table.
  • What is the difference between WHERE and HAVING?
  • Explain window functions like ROW_NUMBER(), RANK() and DENSE_RANK().
  • What is the difference between mean, median and mode, and when is each misleading?
  • How do you handle missing or null values in a dataset?
  • Explain the difference between a primary key and a foreign key.
  • What is normalisation, and why does it matter for analysis?

General Frontend Developer interview prep

2 live roles at EdgeQ Technologies Private Limited

JavaScript, React, CSS and browser fundamentals — the front-of-house engineering interview for product and services companies.

Typical Frontend Developer interview rounds

  1. 01

    JavaScript / DOM round

    Core JS, closures, async, event loop and DOM manipulation.

  2. 02

    Framework round

    React (hooks, state, rendering) or Angular/Vue depending on the stack.

  3. 03

    Machine coding

    Build a small UI component live — a counter, autocomplete or modal.

  4. 04

    CSS & accessibility

    Layout, flexbox/grid, responsiveness and accessibility basics.

Commonly asked Frontend Developer questions

  • Explain the difference between let, const and var.
  • What is a closure in JavaScript? Give a practical use.
  • Explain the event loop and how async/await works under the hood.
  • What is the difference between == and === in JavaScript?
  • Explain the difference between == null and === null, and what hoisting is.
  • What are React hooks? Explain useState and useEffect.
  • What is the virtual DOM and how does React's reconciliation work?
  • Explain the difference between props and state in React.

General AI Engineer interview prep

1 live role at EdgeQ Technologies Private Limited

LLMs, prompt engineering, RAG and AI application development — the fast-growing generative-AI engineering interview at Indian product startups, GCCs and AI-first companies. Distinct from a classic ML engineer: the focus is building on top of foundation models, not training them.

Typical AI Engineer interview rounds

  1. 01

    LLM & GenAI fundamentals

    How transformers and LLMs work, tokens, embeddings, context windows and prompting.

  2. 02

    RAG & application design

    Retrieval-augmented generation, vector databases, chunking and grounding.

  3. 03

    Coding round

    Python coding plus building an API around an LLM with a framework like LangChain.

  4. 04

    System design & evaluation

    Designing a production AI feature, handling cost, latency, safety and evaluation.

Commonly asked AI Engineer questions

  • What is the difference between fine-tuning, prompt engineering and retrieval-augmented generation?
  • Explain how RAG works end to end, from a user query to a grounded answer.
  • What are embeddings and how are they used in semantic search?
  • What is a vector database and how does similarity search work?
  • What is a context window, and how do you handle inputs that exceed it?
  • What causes hallucinations in LLMs and how do you reduce them?
  • What is the difference between temperature and top-p sampling?
  • How would you chunk documents for a RAG pipeline, and why does chunk size matter?

General Android Developer interview prep

1 live role at EdgeQ Technologies Private Limited

Kotlin/Java, Android SDK, Jetpack and architecture — the Android-engineering interview for product companies and mobile-first startups in India.

Typical Android Developer interview rounds

  1. 01

    Core Android round

    Activity/fragment lifecycle, components and the manifest.

  2. 02

    Language & concurrency

    Kotlin/Java, coroutines and threading.

  3. 03

    Architecture & Jetpack

    MVVM, LiveData, Room, ViewModel and Jetpack Compose.

  4. 04

    Coding + machine task

    DSA plus building or debugging a small Android feature.

Commonly asked Android Developer questions

  • Explain the Android Activity lifecycle and its key callbacks.
  • What is the difference between an Activity and a Fragment?
  • Explain the difference between a Service, an IntentService and a WorkManager.
  • What is the difference between an implicit and an explicit Intent?
  • Explain MVVM architecture and why it's preferred for Android.
  • What are coroutines in Kotlin, and how do they simplify async work?
  • What is the difference between val and var, and what is a data class in Kotlin?
  • How does the RecyclerView work, and why is it better than a ListView?

General Backend Developer interview prep

1 live role at EdgeQ Technologies Private Limited

APIs, databases, concurrency and system design — the server-side engineering interview across product companies and fintech.

Typical Backend Developer interview rounds

  1. 01

    DSA round

    Coding problems plus complexity analysis.

  2. 02

    Language & runtime

    Deep dive on your primary language (Java/Node/Python/Go) and its concurrency model.

  3. 03

    Database & API design

    Schema design, indexing, transactions and REST/gRPC API design.

  4. 04

    System design

    Designing scalable, fault-tolerant backend services.

Commonly asked Backend Developer questions

  • Explain the difference between SQL and NoSQL, and when you'd choose each.
  • What is database indexing and how does it speed up queries?
  • Explain ACID properties in a database transaction.
  • What is the difference between REST and GraphQL?
  • How do you handle concurrency and race conditions in your backend?
  • What is a deadlock and how do you prevent it?
  • Explain caching strategies — write-through, write-back and cache invalidation.
  • What is the difference between horizontal and vertical scaling?

General Data Engineer interview prep

1 live role at EdgeQ Technologies Private Limited

Data pipelines, SQL, big-data tools and warehousing — the data-engineering interview for analytics, fintech and product teams building data platforms.

Typical Data Engineer interview rounds

  1. 01

    SQL & data modelling

    Complex queries, window functions, star vs snowflake schema design.

  2. 02

    Big data & pipelines

    Spark, Hadoop, ETL/ELT design and batch vs streaming.

  3. 03

    Coding round

    Python/Scala data manipulation and DSA basics.

  4. 04

    System design

    Design an end-to-end data pipeline or warehouse.

Commonly asked Data Engineer questions

  • What is the difference between ETL and ELT, and when do you use each?
  • Explain the difference between a data warehouse, a data lake and a data mart.
  • What is the difference between a star schema and a snowflake schema?
  • How does Apache Spark work, and what is an RDD vs a DataFrame?
  • Explain the difference between batch processing and stream processing.
  • What is partitioning and bucketing in Hive, and why do they matter?
  • How do you handle slowly changing dimensions (SCD types 1, 2 and 3)?
  • What is data normalisation, and when would you denormalise for analytics?

Interview prep at other companies

Free forever — no credit card

Rehearse your EdgeQ Technologies Private Limited interview

Run a mock interview for your target role before the real one.

Start a mock interviewEdgeQ Technologies Private Limited jobs