Databricks
Unified analytics platform built on Apache Spark for data engineering and ML.
4 Rounds
~21 Days
Hard
The Interview Loop
Recruiter Screen (30 min)
Standard fit check, behavioral questions, and resume overview.
Technical Loop (3-4 Rounds)
Deep dive into domain knowledge, coding, and system design.
Interview Question Bank
Cloud Engineer
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Behavioral
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medium
Tell me about a time you had to troubleshoot a complex, intermittent infrastructure issue that was impacting customer workloads. How did you isolate the root cause?
#Troubleshooting
#Customer Obsession
#Incident Management
Cloud Engineer
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Behavioral
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medium
Databricks values 'Let the Data Decide.' Can you share an example of when you used data or metrics to drive an infrastructure architecture decision or resolve a team disagreement?
#Data-Driven Decisions
#Conflict Resolution
#Metrics
Cloud Engineer
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Behavioral
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medium
Describe a situation where you had to push back on a feature release or architectural change because it didn't meet reliability or security standards.
#Reliability
#Security
#Communication
#Pushback
Cloud Engineer
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Coding
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medium
Write a Python or Go script to interact with a cloud provider's API to find and terminate all compute instances missing a specific mandatory tagging standard, while gracefully handling API rate limits and pagination.
#Python/Go
#API Integration
#Rate Limiting
#Pagination
Cloud Engineer
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Coding
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hard
Implement a distributed rate limiter in Go or Python that could be used to throttle incoming API requests to a cloud provisioning service to prevent quota exhaustion.
#Concurrency
#Distributed Systems
#Rate Limiting
#Redis
Cloud Engineer
•
Coding
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easy
Given a list of JSON objects representing cloud resource logs, write a function to parse the logs, aggregate the total compute cost per team, and return the top 3 most expensive teams.
#JSON Parsing
#Aggregation
#Data Structures
Cloud Engineer
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System Design
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hard
Design a secure, multi-tenant cloud architecture for Databricks workspaces where the control plane is hosted in our account and the data plane runs in the customer's AWS or Azure account.
#Multi-tenancy
#AWS/Azure
#Control Plane vs Data Plane
#Security
Cloud Engineer
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System Design
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hard
Design a highly available, cross-region disaster recovery strategy for a Kubernetes-based microservices architecture serving the Databricks control plane.
#Kubernetes
#Disaster Recovery
#High Availability
#Global Routing
Cloud Engineer
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System Design
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medium
Design an automated log ingestion and alerting pipeline for cloud infrastructure events (e.g., CloudTrail, VPC Flow Logs) that scales to petabytes of data.
#Logging
#Alerting
#Big Data
#CloudTrail
Cloud Engineer
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Technical
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medium
Explain how you would establish secure, private connectivity between a Databricks control plane VPC and a customer's data plane VPC without exposing traffic to the public internet.
#AWS PrivateLink
#Azure Private Link
#VPC Peering
#Network Routing
Cloud Engineer
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Technical
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hard
How do you manage and scale Terraform across hundreds of cloud accounts? Describe your approach to state management, module versioning, and CI/CD integration.
#Terraform
#CI/CD
#State Management
#Scalability
Cloud Engineer
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Technical
•
medium
Walk me through the lifecycle of a Kubernetes Pod. What happens at the network layer when two pods on different nodes communicate?
#Kubernetes
#CNI
#Networking
#Pod Lifecycle
Cloud Engineer
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Technical
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hard
A customer's Spark cluster is failing to provision EC2 instances in their AWS environment. Walk me through your troubleshooting steps, considering IAM permissions, VPC limits, and AWS API quotas.
#AWS EC2
#IAM
#Quotas
#Spark Provisioning
Cloud Engineer
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Technical
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medium
Explain the concept of Cross-Account IAM Roles in AWS. How would you securely configure a Databricks service to access an S3 bucket in a completely separate customer AWS account?
#AWS IAM
#Cross-Account Access
#S3
#Security
Cloud Engineer
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Technical
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hard
Describe how you would implement zero-downtime database migrations for a critical cloud service. What are the risks and how do you mitigate them?
#Zero-Downtime
#Migrations
#State Management
Difficulty Radar
Based on recent AI-sourced data.
Meet Your Interviewers
The "Standard" Interviewer
Senior EngineerFocuses on core competencies, system constraints, and clear communication.
SimulateUnwritten Rules
Think Out Loud
Always explain your thought process before writing code or drawing architecture.