PySpark Job Trends in the South East

PySpark - Spark Python API
England > South East

The table below provides summary statistics and salary benchmarking for jobs advertised in the South East requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 13 January 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 269 282 291
Rank change year-on-year +13 +9 +97
Permanent jobs citing PySpark 4 14 5
As % of all permanent jobs in the South East 0.039% 0.16% 0.056%
As % of the Libraries, Frameworks & Software Standards category 0.42% 0.70% 0.27%
Number of salaries quoted 3 2 4
10th Percentile £62,750 £46,625 -
25th Percentile £63,125 £50,938 £72,500
Median annual salary (50th Percentile) £67,500 £61,250 £75,000
Median % change year-on-year +10.20% -18.33% +7.14%
75th Percentile £72,500 £70,938 £77,500
90th Percentile £73,250 £74,875 -
England median annual salary £72,500 £107,500 £67,500
% change year-on-year -32.56% +59.26% -15.63%

All Software Libraries and Frameworks
South East

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 the South East.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 945 1,997 1,874
As % of all permanent jobs advertised in the South East 9.12% 22.29% 21.17%
Number of salaries quoted 758 1,131 1,510
10th Percentile £33,450 £36,250 £38,750
25th Percentile £46,250 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -4.17%
75th Percentile £72,500 £75,000 £72,500
90th Percentile £85,700 £83,750 £85,000
England median annual salary £65,000 £65,250 £65,000
% change year-on-year -0.38% +0.39% -3.70%

PySpark
Job Vacancy Trend in the South East

Historical trend showing the proportion of permanent IT job postings citing PySpark relative to all permanent IT jobs advertised in the South East.

PySpark job vacancy trend in the South East

PySpark
Salary Trend in the South East

Salary distribution trend for jobs in the South East citing PySpark.

Salary distribution trend for jobs in the South East citing PySpark

PySpark
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PySpark within the South East region over the 6 months to 13 January 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Thames Valley +13 2 £72,500 +18.37% 23
Hampshire - 2 £66,250 - 5
Berkshire -7 1 - - 16
Oxfordshire - 1 £72,500 - 4
PySpark
England

PySpark
Co-Occurring Skills & Capabilities in the South East 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:

Application Platforms
1 1 (25.00%) Apache Airflow
Cloud Services
1 4 (100.00%) Azure
2 3 (75.00%) Azure Data Factory
2 3 (75.00%) Power Platform
3 2 (50.00%) Azure DevOps
3 2 (50.00%) Azure Synapse Analytics
4 1 (25.00%) Azure Cosmos DB
4 1 (25.00%) Azure Service Bus
4 1 (25.00%) Dynamics 365
4 1 (25.00%) GitHub
Database & Business Intelligence
1 2 (50.00%) Azure SQL Database
1 2 (50.00%) Data Lake
1 2 (50.00%) Data Warehouse
1 2 (50.00%) Metadata
1 2 (50.00%) Power BI
2 1 (25.00%) Azure SQL Data Warehouse
2 1 (25.00%) Spark SQL
Development Applications
1 1 (25.00%) Git
General
1 1 (25.00%) Finance
1 1 (25.00%) Social Skills
Job Titles
1 3 (75.00%) Data Engineer
2 2 (50.00%) Senior
3 1 (25.00%) Azure Engineer
3 1 (25.00%) Senior Data Engineer
Miscellaneous
1 2 (50.00%) Legacy Systems
Processes & Methodologies
1 4 (100.00%) Data Pipeline
2 3 (75.00%) Analytics
2 3 (75.00%) CI/CD
2 3 (75.00%) Data Modelling
2 3 (75.00%) ETL
3 2 (50.00%) Business Intelligence
3 2 (50.00%) Data Engineering
3 2 (50.00%) DevOps
3 2 (50.00%) Validation
4 1 (25.00%) Agile
4 1 (25.00%) AI
4 1 (25.00%) Architecture Roadmap
4 1 (25.00%) Clean Code
4 1 (25.00%) Decision-Making
4 1 (25.00%) Infrastructure as Code
4 1 (25.00%) Migration
4 1 (25.00%) Performance Optimisation
4 1 (25.00%) Problem-Solving
4 1 (25.00%) Roadmaps
4 1 (25.00%) Translating Business Requirements
Programming Languages
1 4 (100.00%) SQL
2 3 (75.00%) Python
Qualifications
1 1 (25.00%) Azure Certification
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
Systems Management
1 1 (25.00%) Terraform
Vendors
1 3 (75.00%) Databricks
2 2 (50.00%) Microsoft