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Data Analysis

+0%
PySpark & Apache Spark

Using metrics to inform product decisions

360Live openings
$145,847Median salary
171Roles demanding it
20.4%Avg. posting demand

Demand over time

Where it's in demand

Roles whose live postings ask for this skill most often.

Growth Hacker
100%
$115,284
Business Intelligence Analyst
80%
$119,450
Junior Data Analyst
80%
$87,903
Senior Data Scientist
70%
$233,746
Internal Auditor
70%
$109,689
Data Analyst
70%
$93,374
Senior Data Analyst
70%
$120,000
Data Scientist
60%
$156,531
Director of Data Science
50%
$232,289
Principal Data Scientist
50%
$276,183

Pairs with

Skills that show up alongside this one, beyond chance.

Tableau58 roles
SQL98 roles
Statistical Analysis36 roles
Dashboard Building62 roles
Audience Segmentation16 roles
Data Quality47 roles
Large Language Models21 roles
Data Governance43 roles
Manufacturing Processes32 roles
Python or R69 roles
Power BI40 roles
Data Storytelling8 roles

Same cluster

PySparkApache SparkETL/ELTData PipelinesData EngineeringApache KafkaScalaDatabase DesignDelta LakeHealthcare Data
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