Interview Questions / Databricks

Databricks Interview Questions & Process

Backend Software Engineer, Distributed Systems Engineer, Data Infrastructure Engineer, and Machine Learning Systems Engineer

Updated July 2026

Databricks hires software engineers for its data and AI platform — Spark, Delta, ML infrastructure, distributed query and storage, and cloud services — and runs a demanding, implementation-heavy loop. Its signature is a full concurrency and multithreading round: where most companies wave at threading inside a coding round, Databricks gives it an entire hour.

The process runs a recruiter screen, a CoderPad technical phone screen, and a four-to-five-round virtual onsite — two algorithm/data-structure coding rounds (leaning, the concurrency round, a system design round, and a behavioural round — then team match, and can take up to eight weeks. System design is done in Google Docs (candidates consistently flag this as unusual) and skews toward Spark-adjacent, distributed-data problems like building a scalable data pipeline. Expect to reason about scale, failures, and production behaviour throughout.

The cost of walking in unprepared

Databricks's process runs 5 stages. Databricks hires software engineers for its data and AI platform — Spark, Delta, ML infrastructure, distributed query and storage, and cloud services — and runs a demanding, implementation-heavy loop.

Merra: run the Databricks interview before it counts

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  1. 1Sign up free — no card, 5 full interviews available until used.
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The Databricks interview process

  1. 1Apply to a specific platform. Apply to a specific platform, Spark, ML-infra, or cloud-services team.
  2. 2Recruiter screen. background, level, and motivation.
  3. 3Technical phone screen on CoderPad. algorithms and data structures.
  4. 4Virtual onsite, four to five rounds. two algorithm/DS coding rounds (leaning, a full concurrency and multithreading round, and a system design round (in Google Docs; distributed-data / data-pipeline focus).
  5. 5Behavioural/values round. Behavioural/values round, then team matching; the full loop can take up to eight weeks.

Real Databricks interview questions

As reported by recent candidates. The same styles Hope asks in a Databricks-style mock.

“Solve a hard dynamic-programming problem and optimise the space complexity.”
SWE — DP
“Detect cycles in a large dependency graph and explain your approach.”
SWE — Graphs
“Implement a thread-safe bounded blocking queue with producers and consumers.”
Concurrency
“Design a rate limiter that stays correct under heavy multithreaded load.”
Concurrency
“Design a scalable data pipeline for ingesting and querying billions of events.”
Systems — Design
“Tell me about a production incident you diagnosed under pressure.”
Behavioural

Prepping alone vs with Merra

Without Merra

  • ✕Read questions, rehearse answers in your head
  • ✕First time answering out loud is the real interview
  • ✕No structured feedback on how you actually come across
  • ✕Find out you weren’t ready from a rejection email

With Merra

  • ✓Practise out loud before the real interview
  • ✓Structured evaluation and feedback after every session
  • ✓Review your session history and track improvement
  • ✓Personalise practice by role, company, and focus areas

Pricing

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then £12.99/mo or £29/quarter · Pro from £29/mo
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  • ✓Full scored feedback on every interview
  • ✓Company-tuned mocks for Databricks and others
  • ✓Recording and transcript included
  • ✓Cancel anytime
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Databricks interview FAQs

Does Databricks use HireVue?

Databricks runs live CoderPad coding and onsite rounds (system design in Google Docs); its process doesn't describe a universal recorded-video HireVue stage.

How many rounds are there?

A recruiter screen, a CoderPad phone screen, and a four-to-five-round onsite (two coding, concurrency, system design, behavioural), then team match.

How hard is it?

Hard: coding leans

How long does it take?

Up to about eight weeks, depending on scheduling and team match.

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Merra is an independent interview practice platform and is not affiliated with Databricks. Interview formats vary by role, region, and year.

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