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What is the recruitment process at Metropolis Healthcare?

The typical Metropolis Healthcare recruitment process has 4 stages: Resume screen: relevant projects, internships, and stack experience → Coding or DSA screen: 1-2 easy-to-medium problems → Technical rounds: API design, SQL and database modelling, and role-specific stack depth → Hiring-manager and HR round: ownership, cross-team collaboration, and culture fit.

What are the interview rounds at Metropolis Healthcare?

Metropolis Healthcare typically conducts 3 interview rounds: Coding Screen (45-60 min): 1-2 DSA problems at easy-to-medium level. Correct, clean solutions with basic complexity reasoning are the bar.; Technical Deep Dive (45-60 min, one or two rounds): API design, SQL and database modelling, and stack-specific questions, plus an end-to-end walk-through of a real project and its data design.; Hiring Manager and HR (30-45 min): ownership, collaboration with lab and operations teams, and fit with Metropolis's diagnostics context..

How many rounds are in a Metropolis Healthcare software engineer interview?

Usually 3 to 4 rounds: a coding or DSA screen, one or two technical rounds on API, SQL, and stack depth, and a hiring-manager or HR round on fit and ownership.

What does Metropolis test in technical rounds?

DSA at easy-to-medium level, plus practical engineering: API design, SQL and database modelling, and role-specific stack questions. Expect a walk-through of a real project covering data design and edge cases.

Is domain knowledge needed for Metropolis interviews?

Deep diagnostics knowledge is not required, but understanding data integrity, report accuracy, and integrations across labs and hospitals helps you frame design answers well in a healthcare-operations context.

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Metropolis Healthcare Software Engineer Interview Questions India 2026

Metropolis Healthcare, one of India's largest diagnostics chains, hires software engineers to build the systems behind lab test ordering, sample tracking, report delivery, and its consumer and B2B apps.

Practice with AI voice feedback 12 questions · Technical · 2 sessions free

About Metropolis Healthcare

Metropolis Healthcare is India's third-largest diagnostic chain with 4,000+ labs and collection points. It operates a tech-enabled B2C and B2B diagnostics platform, processing 75,000+ tests daily.

Products: Metropolis Labs (standalone diagnostic labs) · Metropolis Home Collection (phlebotomist at home) · Metropolis Health App · Truhealth (B2B corporate wellness) · Metropolis International (Sri Lanka, South Africa)
Competitors: Dr Lal PathLabs · SRL Diagnostics (Fortis) · Thyrocare · Vijaya Diagnostic Centre · 1mg Lab Tests (Tata)
Scale: ~5,000 employees. NSE-listed (METROPOLIS). Revenue ~₹1,200 Cr FY24. Mumbai HQ. 4,000+ sample collection points.

Metropolis Healthcare recruitment process

01
Resume screen: relevant projects, internships, and stack experience
02
Coding or DSA screen: 1-2 easy-to-medium problems
03
Technical rounds: API design, SQL and database modelling, and role-specific stack depth
04
Hiring-manager and HR round: ownership, cross-team collaboration, and culture fit

What to expect in each round

01
Coding Screen (45-60 min)
1-2 DSA problems at easy-to-medium level. Correct, clean solutions with basic complexity reasoning are the bar.
02
Technical Deep Dive (45-60 min, one or two rounds)
API design, SQL and database modelling, and stack-specific questions, plus an end-to-end walk-through of a real project and its data design.
03
Hiring Manager and HR (30-45 min)
ownership, collaboration with lab and operations teams, and fit with Metropolis's diagnostics context.

Technical questions Metropolis Healthcare asked

Sourced from 2+ candidate post-mortems. Hit Practice to answer any one with AI voice feedback.

01
Medium
Reverse a linked list in O(1) extra space. Then explain when you'd use this in production.
Practice free →
02
Easy
What is the difference between a class and an object? Give an example.
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03
Easy
Write a SQL query to find the second-highest salary in a department.
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04
Easy
What is normalisation in databases? When would you de-normalise?
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05
Easy
What's the difference between a stack and a queue? Give a real-world use case for each.
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06
Hard
Given a stream of integers, design a data structure that returns the median in O(log n).
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07
Medium
You have a service that's slow only on Tuesdays. Walk me through how you'd debug.
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08
Hard
Here's 200 lines of payment-processing code with several intentional bugs. Find them and explain the production impact of each.
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09
Medium
Explain webhooks vs. polling for a developer who has never built a payment integration. You have 4 sentences.
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10
Hard
Walk me through Razorpay's fraud-detection model. How would you reduce false positives without increasing chargeback losses?
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11
Medium
We see UPI failure rates spike at 9pm on weekends. How would you debug and what's your hypothesis?
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12
Easy
What's 54% of 110? You have 10 seconds.
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Answer framework

Data-First Design

Model the entities and relationships first, define clean APIs and queries, then handle edge cases and data-integrity constraints.

Interview rounds3

DifficultyEasy

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