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Interview Questions

Real questions from top companies

700+ Easy450+ Medium650+ Hard
All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
301

Can you explain the trade-offs you made during the design process?

System Design/Architecturehardjoinoptimizationpartition3.6 min read
Thoughtworks
β†’
302

Can you share an example of a project you worked on that had a significant impact on your organization?

General/Othereasyairflow1 min read
Walmart
β†’
303

Combine records by name with concatenated course values

General/Othereasysparksql1 min read
Pubmatic
β†’
304

Command to Read JSON Data and Options

General/Otherhardspark2 min read
LTIMindtree
β†’
305

Compare batch processing and stream processing for financial data.

General/Otherhard2 min read
Goldman Sachs
β†’
306

Count occurrences of a specific word in a file

General/Otherhardpythonspark2 min read
KPMG
β†’
307

Daily Data Volume - quantify

General/Othereasy2 min read
LTIMindtree
β†’
308

Data Security in BFSI - encryption, IAM, auditing

General/Otherhard2 min read
Lumiq
β†’
309

Data Shuffling Causes and Techniques

General/Othermediumjoinpartitionspark2 min read
Nagarro
β†’
310

Data Storage and Retrieval Optimization techniques

General/Otherhardoptimizationpartition2 min read
Lumiq
β†’
311

Data access strategy for clients

General/Othereasy2 min read
media.net
β†’
312

Data masking scenarios for secure data handling

General/Othereasy2 min read
Zen Data Shastra
β†’
313

Deadlock Prevention - how deadlocks occur and how to prevent them

General/Othereasy2 min read
Walmart
β†’
314

Deadlock: Definition and necessary conditions

General/Othereasy2 min read
ZS Associates
β†’
315

Describe a project where you implemented a data quality framework.

General/Othereasyairflow1 min read
media.net
β†’
316

Describe a scenario where you had to optimize a slow-running data pipeline.

System Design/Architecturemediumjoinpartition2 min read
Swiggy
β†’
317

Describe the ZS projects you worked on

General/Otherhardetljoinoptimization0.5 min read
Meesho
β†’
318

Describe the concept of data sharding and when to use it.

General/Othermediumjoinpartition0.6 min read
Goldman Sachs
β†’
319

Designing Mixpanel - event-driven analytics platform

System Design/Architecturehardjoinoptimizationpartition3.6 min read
Walmart
β†’
320

Explain your project and the technologies used so far.

General/Otherhardairflowbigquerysnowflake2 min read
Coforge
β†’

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