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Interview Questions

Real questions from top companies in SQL Β· medium

700+ Easy450+ Medium650+ Hard
All CategoriesBehavioralSpark/Big DataSQLPython/CodingSystem Design/ArchitectureCloud/ToolsGeneral/Othereasymediumhard
121

How do partitions improve query performance in fact tables?

SQLmediumpartition0.3 min read
Microsoft
β†’
122

How do tumbling window triggers ensure data consistency in batch processing?

SQLmediumwindow0.3 min read
Virtusa
β†’
123

How do you find duplicates in a table based on one or two columns?

SQLmediumpartition0.3 min read
Fossil Group
β†’
124

How do you handle NULL values in a SQL query to avoid incorrect results?

SQLmediumjoinsql0.3 min read
Swiggy
β†’
125

How do you monitor and debug skewed partitions?

SQLmediumjoinpartitionspark0.3 min read
TCS
β†’
126

How do you monitor consumer lag in Kafka, and how can you reduce it?

SQLmediumpartition0.3 min read
Fragma Data Systems
β†’
127

How do you optimize partitioning when dealing with large datasets?

SQLmediumjoinpartition0.2 min read
Fragma Data Systems
β†’
128

How do you remove duplicates with partitioning?

SQLmediumpartitionwindow0.3 min read
Ford
β†’
129

How does Z ORDERING improve query performance in large datasets?

SQLmediumpartition0.3 min read
Puma
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130

How does improper partitioning affect Spark job performance?

SQLmediumpartitionspark0.3 min read
PWC
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131

How does indexing improve query performance in SQL?

SQLmediumjoinsql0.2 min read
Capgemini
β†’
132

How does partitioning in S3 affect Athena query performance?

SQLmediumpartition0.2 min read
Capco
β†’
133

How many records result from Inner Join, Left Join, Right Join given Table A and Table B?

SQLmediumjoin0.2 min read
EY
β†’
134

How many rows result from left, right, full outer, and inner joins?

SQLmediumjoin0.2 min read
Gartner
β†’
135

How soon could you join Meesho if you are selected?

SQLmediumjoin0.3 min read
Meesho
β†’
136

How to Handle Null in Spark

SQLmediumspark0.2 min read
Nagarro
β†’
137

How to merge two tables with identical structures into one?

SQLmediumpartition0.2 min read
Aarete
β†’
138

How to optimize join of large and small tables in Spark?

SQLmediumjoinpartitionspark0.2 min read
Datametica
β†’
139

How would you deal with data skewness in a join operation?

SQLmediumjoinspark0.3 min read
Capgemini
β†’
140

How would you deal with data skewness in a large dataset?

SQLmediumjoinpartitionspark0.2 min read
Capgemini
β†’

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