From our research
What this interview looks like
For software engineers Flipkart typically starts with an online coding test or a referral screen and then runs a machine-coding round, in which the candidate builds a small working system such as a splitwise clone, a parking lot or a cab-booking service in roughly ninety minutes to two hours and then defends it in a code-review conversation.
This round is usually the first filter and the one most candidates underestimate.
The loop then typically continues with one or two data-structures and algorithms rounds, a low-level design round, a high-level system-design round for SDE-2 and above, and a hiring-manager round on projects, ownership and Flipkart's values, with each round typically around an hour and the loop often spread over a few days.
Business analyst, category and associate product manager candidates, hired from management and engineering campuses and laterally, typically see a case or guesstimate round, an analytics round with SQL or Excel reasoning, a category or product manager round and an HR conversation. B-school competitions have in some years been a route into these roles.
Round counts, their order and timelines vary by team, level and year, and Flipkart does not publish cut-offs, so treat what you read online as a pattern.
ExamPilot compresses the loop into a 17-minute panel: an HR screen, a hiring-manager round on your past work, a machine-coding, design, or case round in your chosen specialisation, a behavioural round in STAR form, and a closing on expectations, scored on role knowledge, problem solving, communication and attitude.
How it is weighted
The machine-coding round is the gate: a working, cleanly modelled happy path matters more than an ambitious half-built system. The DSA and low-level design rounds decide the level, high-level design separates SDE-2 and above, and the hiring-manager round checks ownership, honesty about what you built and comfort with Flipkart's pace.
Here each round is scored against the corporate rubric (role knowledge 30, problem solving 25, communication 25, attitude 20).
Who this is for
Candidates who have cleared Flipkart's online coding test or referral screen and are facing the machine-coding round and the loop that follows: data structures and algorithms, low-level design, high-level design for SDE-2 and above, and the hiring-manager round.
Flipkart does not publish degree cut-offs or a fixed round count; the pattern here is what candidates typically report as of recent cycles.
The panel focuses on
- Machine coding: scope a problem into entities and services, ship a working happy path, defend it in code review
- Low-level design with extensibility: interfaces over if-else chains, patterns used where they earn their place
- DSA at Flipkart depth: hashmaps, heaps, intervals, graphs and one DP problem with complexity
- High-level design of a Big Billion Days flash sale, checkout or Flipkart Minutes inventory, with consistency decisions defended
- Concurrency and idempotency: two requests for the last unit, a retried payment
- Ownership and pace: what you personally built, what broke in production, and what you changed
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.
Ms. Ritika Bansal
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
Ms. Ritika Bansal
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.
Ms. Ritika Bansal2–3 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.
Ms. Ritika Bansal2–2 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
Meet 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
Ms. Ritika Bansal
Hiring manager
Senior Engineering Manager, consumer-internet company (Bengaluru); earlier at Flipkart and Swiggy, where she ran machine-coding and low-level-design panels for SDE campus and lateral loops
Fast, direct, product-minded, impatient with hand-waving.
Female voice · 3 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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