PySpark Job Trends in Winchester

PySpark - Spark Python API
Hampshire > Winchester

The table below provides summary statistics and salary benchmarking for jobs advertised in Winchester requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 12 January 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 17 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 1 0 0
As % of all permanent jobs in Winchester 1.22% - -
As % of the Libraries, Frameworks & Software Standards category 12.50% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £63,750 - -
Median annual salary (50th Percentile) £67,500 - -
75th Percentile £71,250 - -
90th Percentile - - -
Hampshire median annual salary £66,250 - £75,000
% change year-on-year - - +7.14%

All Software Libraries and Frameworks
Winchester

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 Winchester.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8 37 11
As % of all permanent jobs advertised in Winchester 9.76% 44.05% 20.00%
Number of salaries quoted 5 34 10
10th Percentile £37,850 - £46,000
25th Percentile £53,750 £47,500 £71,250
Median annual salary (50th Percentile) £57,500 £50,000 £90,000
Median % change year-on-year +15.00% -44.44% +63.64%
75th Percentile £64,000 £52,500 -
90th Percentile £68,350 £61,375 -
Hampshire median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% -4.35%

PySpark
Co-Occurring Skills & Capabilities in Winchester 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 DevOps
1 1 (100.00%) Dynamics 365
1 1 (100.00%) GitHub
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Metadata
1 1 (100.00%) Power BI
1 1 (100.00%) Spark SQL
Job Titles
1 1 (100.00%) Data Engineer
Miscellaneous
1 1 (100.00%) Legacy Systems
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Pipeline
1 1 (100.00%) DevOps
1 1 (100.00%) Dimensional Modelling
1 1 (100.00%) Translating Business Requirements
Programming Languages
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Azure Certification
Vendors
1 1 (100.00%) Microsoft