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Great Parallelism, Partition Overhead

Data Engineer
Current Employee
Has worked at Microsoft for 1 year
August 5, 2025
Pune, Maharashtra
5.0
RecommendsPositive OutlookApproves of CEO
Pros

A partition is a chunk of data that is processed independently by Spark workers.

Cons

The number of partitions typically affects performance. More partitions allow better parallelism, but too many small partitions can add overhead.

Advice to Management

Good partitioning leads to faster, more distributed processing.

Additional Ratings

Work/Life Balance
5.0
Culture and Values
5.0
Diversity, Equity, and Inclusion
5.0
Career Opportunities
5.0
Compensation and Benefits
5.0
Senior Management
5.0

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