From our research
What this interview looks like
Indian employers hire for these roles through an HR screen, a hiring-manager round on your actual work, a technical round led by a lead or architect (often with a hands-on scenario such as an outage, an alert, a crash log or a ticket), a behavioural round and a final HR discussion, spread across several days and sometimes preceded by an online test or lab. Security roles often add a CISO or security-head conversation; support roles add a customer-handling or call simulation. ExamPilot compresses this into one 17-minute panel: HR screen, hiring manager, role or technical lead, STAR behavioural round and closing. You get a scored report on role knowledge, problem solving, communication and attitude, with specific feedback on each technical scenario and every behavioural answer.
How it is weighted
Pass/fail per round in real life, frequently with a take-home app, a coding round or a written RTL/firmware test before the panel; scored here against the corporate rubric.
Who this is for
Android (Kotlin/Java), iOS (Swift) and Flutter or React Native developers; embedded firmware engineers working on microcontrollers and RTOS; and VLSI design or verification engineers (RTL, UVM, STA). Freshers are considered when they can defend a shipped app, a working board project or a verified design block.
The panel focuses on
- Lifecycle, state and memory management on the platform you claim
- Debugging a crash, jank or power drain from symptom to root cause
- Architecture choices: MVVM, Compose or SwiftUI, Bloc or Redux, and why
- Hardware fundamentals: interrupts, timing, I2C/SPI/UART, RTOS scheduling
- RTL design discipline, verification planning and coverage closure
- Shipping to real users in India: low-end devices, flaky networks, Play and App Store rules
Step 1
Pick your domain
The expert on the panel probes these areas at the level of this role. Optional here; you can choose during setup.
Step 2
Choose how you want to be interviewed
1:1 interview
One interviewer runs every round and adapts the focus as you go. Lower pressure; ideal for a first attempt.
Mr. Vikram Malhotra
Hiring manager
Panel interview · 3 members
Most realisticEach member leads their own round and hands over to the next. They hear each other, so a weak answer will be revisited.
Ms. Neha Kulkarni
HR member
Mr. Vikram Malhotra
Hiring manager
Ms. Ananya Sen
Technical lead
What to expect
5 rounds · 17 minutes
A private-sector hiring loop compressed into one sitting, the way most Indian companies run it: HR screen → hiring-manager round on your actual work → role/technical round led by a lead → communication & behavioural (STAR) round → closing on expectations and your questions. Works for software, product, sales, finance, HR, support and campus hiring by swapping the role bank.
- Round 1
HR screen
· 3:00Understand background, motivation for this role and company, and basic logistics; check that the resume story holds together.
Ms. Neha Kulkarni2–3 questionsup to 1 follow-up each - Round 2
Hiring-manager round
· 4:00Assess ownership, judgement and how the candidate actually works: what they shipped, closed or ran, their specific part, and how they would approach this job.
Mr. Vikram Malhotra2–3 questionsup to 2 follow-ups each - Round 3
Role / technical round
· 5:00Test role knowledge and problem-solving in the chosen specialisation: fundamentals, one scenario to think through aloud, and trade-offs.
Ms. Ananya Sen3–4 questionsup to 2 follow-ups each - Round 4
Communication & behavioural round
· 3:00Assess collaboration, conflict handling, resilience and clarity of expression through Situation–Task–Action–Result examples.
Mr. Vikram Malhotra2–2 questionsup to 1 follow-up each - Round 5
Expectations & closing
· 2:00Cover practical expectations and let the candidate ask questions; close professionally.
Ms. Neha Kulkarni1–2 questions
Sample questions
Infra / Security / Mobile / IT Mobile / Embedded interview questions
Questions panels commonly ask in the Infra / Security / Mobile / IT Mobile / Embedded interview, with what a strong answer covers. Practise them aloud with the AI panel.
- Android lifecycle
For Android: explain what happens to an activity when the user rotates the screen, and how you avoid losing form data.
What a strong answer covers
The activity is destroyed and recreated by default. Use ViewModel to retain data, SavedStateHandle or onSaveInstanceState for small state, and Compose rememberSaveable where relevant. Avoid locking orientation as the only solution.
- Performance
Users on low-end Android phones in smaller towns report the app is slow and drains the battery. How do you investigate?
What a strong answer covers
Profile with Android Studio tools, check startup time, main-thread work, memory and wake locks, network calls, image sizes and background jobs. Test on low-end devices and poor networks. Avoid testing only on flagship phones.
- iOS architecture
For iOS: when would you choose SwiftUI over UIKit for a new feature, and what risks would you watch?
What a strong answer covers
SwiftUI speeds up building declarative UIs and suits new screens, while UIKit may be needed for complex customisation or older OS support. Mention interoperability and testing. Avoid absolute statements either way.
- Cross-platform
For Flutter or React Native: how do you decide on a state-management approach for a medium-sized app?
What a strong answer covers
Discuss options like Bloc, Provider, Riverpod or Redux, choosing based on team familiarity, app complexity, testability and performance. Explain one you used and why. Avoid choosing a popular library without reason.
- Embedded basics
For embedded firmware: what is the difference between polling and interrupts, and when would you choose each?
What a strong answer covers
Polling checks status in a loop, simple but wasteful; interrupts react to events immediately and save power but need careful handling. Choose based on timing, frequency and power constraints. Avoid saying interrupts are always better.
- Hardware debugging
Your I2C sensor reading returns garbage values intermittently. How would you debug it?
What a strong answer covers
Check wiring and pull-up resistors, clock speed, addressing, timing, power supply noise and use a logic analyser or oscilloscope. Review driver code for race conditions. Avoid replacing the sensor first without investigation.
- RTOS
In an RTOS, what is priority inversion, and how is it handled?
What a strong answer covers
Explain the scenario: a high-priority task blocks on a mutex owned by a low-priority task, and an unrelated middle-priority task keeps running, so the urgent task starves. Name the fixes, priority inheritance or a priority ceiling, and mention the Mars Pathfinder case if you know it. Avoid a vague textbook line with no example.
- Verification
For VLSI verification: how do you know your verification of a block is complete?
What a strong answer covers
Describe sign-off criteria: a written verification plan mapped to the spec, functional coverage closure with justified exclusions, code coverage, assertions on key protocols, corner-case and random regressions passing consistently, and a review with the designer. Avoid claiming completeness just because the directed tests pass.
- Ownership
Tell me about an app or board project you shipped, and a bug that reached users or testers.
What a strong answer covers
A STAR answer: what the project did, your exact part, the bug that escaped, how it was reported and reproduced, the fix and the test or process you added so it would not recur. Show calm ownership. Avoid claiming nothing ever went wrong or blaming the hardware or QA team.
Reading is not rehearsing. Answer these out loud to an AI Infra / Security / Mobile / IT Mobile / Embedded panel that follows up like the real one.
Practise these questionsMeet the panel
Your AI interviewers
Distinct personas, voices and questioning styles, briefed on this role.
Ms. Neha Kulkarni
ChairHR member
HR business partner, IT services
Friendly, efficient, detail-checking.
Female voice · 4 languages
Mr. Vikram Malhotra
Hiring manager
Engineering manager / Regional manager (hiring manager)
Direct, outcome-focused, fair but demanding.
Male voice · 2 languages
Ms. Ananya Sen
Technical lead
Staff engineer / technical lead
Curious, precise, collaborative.
Female voice · 3 languages
Languages
Answer in the language you think in
The panel asks in your chosen language. Switch mid-answer if you like.
- English
- Hinglish (Hindi + English)Hinglish
How scoring works
A report you can act on
Every round is scored on the rubric
Each interviewer scores only the criteria their round covers. Weights add up to your overall score out of 100.
Only what you actually said counts
Feedback quotes your own answers. Rounds you skip show as “Not assessed” rather than a zero.
Communication is always measured
Fluency, clarity, confidence and structure are tracked across the whole interview, in any language.
Pass mark, then a plan
You see the pass mark for this interview, your gaps, and the courses that close them fastest.
Scored on
- Role knowledge30%
Depth and accuracy of role/domain knowledge; understands the tools, concepts and trade-offs of the job; grounds claims in real work.
- Problem solving & structure25%
Breaks problems down, asks clarifying questions, reasons about trade-offs and edge cases, structures answers (context, action, result).
- Communication25%
Clear, concise, confident; listens and answers the question asked; adapts the explanation to the listener; professional register.
- Culture & attitude20%
Ownership, honesty about limits, coachability, collaboration, motivation for this role and realistic expectations.
Pass mark 65 / 100 · Corporate interview — HR, hiring manager & role round (panel)
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