PySpark Job Trends in Chester

PySpark - Spark Python API
Cheshire > Chester

The table below provides summary statistics and salary benchmarking for jobs advertised in Chester requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 14 March 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 19 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 1 0 0
As % of all permanent jobs in Chester 0.60% - -
As % of the Libraries, Frameworks & Software Standards category 6.25% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £82,500 - -
Median annual salary (50th Percentile) £85,000 - -
75th Percentile £87,500 - -
90th Percentile - - -
Cheshire median annual salary £85,000 - -

All Software Libraries and Frameworks
Chester

PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Chester.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 16 15 26
As % of all permanent jobs advertised in Chester 9.64% 40.54% 14.36%
Number of salaries quoted 14 15 15
10th Percentile £52,475 £43,350 £33,250
25th Percentile £56,750 £49,375 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -15.38%
75th Percentile £74,375 £65,000 £65,000
90th Percentile £75,700 - £71,000
Cheshire median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% -

PySpark
Co-Occurring Skills & Capabilities in Chester by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Azure Machine Learning
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Power BI
Job Titles
1 1 (100.00%) Architect
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Architectural Design
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Capacity Planning
1 1 (100.00%) Data Modelling
1 1 (100.00%) DevOps
1 1 (100.00%) Machine Learning
1 1 (100.00%) Performance Optimisation
1 1 (100.00%) Stakeholder Engagement
1 1 (100.00%) Technical Leadership
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) Kusto Query Language
1 1 (100.00%) Python
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Microsoft