PySpark Job Trends in West London

PySpark - Spark Python API
London > West London

The table below provides summary statistics and salary benchmarking for jobs advertised in West London requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 30 December 2025, with comparisons to the same periods in the previous two years.

6 months to
30 Dec 2025
Same period 2024 Same period 2023
Rank 52 54 -
Rank change year-on-year +2 - -
Permanent jobs citing PySpark 3 2 0
As % of all permanent jobs in West London 0.58% 0.52% -
As % of the Libraries, Frameworks & Software Standards category 7.89% 3.28% -
Number of salaries quoted 3 2 0
10th Percentile £68,500 £65,750 -
25th Percentile £70,000 £70,625 -
Median annual salary (50th Percentile) £75,000 £82,500 -
Median % change year-on-year -9.09% - -
75th Percentile £85,000 £95,625 -
90th Percentile £89,500 £101,250 -
London median annual salary £90,000 £107,500 £75,000
% change year-on-year -16.28% +43.33% -9.09%

All Software Libraries and Frameworks
West London

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 West London.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 38 61 48
As % of all permanent jobs advertised in West London 7.41% 16.01% 15.29%
Number of salaries quoted 24 23 42
10th Percentile £29,750 - £45,000
25th Percentile £40,563 £45,000 £46,250
Median annual salary (50th Percentile) £51,250 £66,000 £57,750
Median % change year-on-year -22.35% +14.29% +0.43%
75th Percentile £73,750 £72,000 £70,000
90th Percentile £90,625 £77,250 £78,750
London median annual salary £85,000 £82,000 £80,000
% change year-on-year +3.66% +2.50% -

PySpark
Job Vacancy Trend in West London

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

PySpark job vacancy trend in West London

PySpark
Salary Trend in West London

Salary distribution trend for jobs in West London citing PySpark.

Salary distribution trend for jobs in West London citing PySpark

PySpark
Salary Histogram in West London

Salary distribution for jobs citing PySpark in West London over the 6 months to 30 December 2025.

Salary histogram for PySpark in West London

PySpark
Co-Occurring Skills & Capabilities in West London 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 2 (66.67%) Apache Spark
2 1 (33.33%) Apache
Cloud Services
1 3 (100.00%) Azure
1 3 (100.00%) Azure Data Factory
2 2 (66.67%) Azure Synapse Analytics
3 1 (33.33%) AWS
3 1 (33.33%) Azure DevOps
3 1 (33.33%) dbt
3 1 (33.33%) GCP
3 1 (33.33%) Microsoft Purview
3 1 (33.33%) Power Platform
3 1 (33.33%) Serverless
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) Delta Lake
2 1 (33.33%) Data Lake
2 1 (33.33%) Metadata
2 1 (33.33%) Power BI
2 1 (33.33%) SQL Server
Development Applications
1 1 (33.33%) Git
General
1 1 (33.33%) Finance
1 1 (33.33%) Manufacturing
1 1 (33.33%) Retail
1 1 (33.33%) Social Skills
Job Titles
1 3 (100.00%) Data Engineer
2 1 (33.33%) Azure Data Engineer
2 1 (33.33%) Azure Engineer
2 1 (33.33%) Data Manager
2 1 (33.33%) Senior
2 1 (33.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (66.67%) Kafka
Miscellaneous
1 1 (33.33%) Cloud Native
1 1 (33.33%) Distributed Systems
1 1 (33.33%) IoT
Processes & Methodologies
1 3 (100.00%) Data Engineering
1 3 (100.00%) Data Pipeline
1 3 (100.00%) ETL
2 2 (66.67%) Analytics
2 2 (66.67%) CI/CD
2 2 (66.67%) Data Governance
2 2 (66.67%) Data Modelling
2 2 (66.67%) Data Science
2 2 (66.67%) DevOps
2 2 (66.67%) Problem-Solving
3 1 (33.33%) Data Strategy
3 1 (33.33%) Data Transformation
3 1 (33.33%) Data-Driven Decision Making
3 1 (33.33%) Deployment Automation
3 1 (33.33%) Design Patterns
3 1 (33.33%) Logistics
3 1 (33.33%) Mentoring
3 1 (33.33%) Observability
3 1 (33.33%) Requirements Gathering
3 1 (33.33%) Roadmaps
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL
2 1 (33.33%) Java
2 1 (33.33%) R
2 1 (33.33%) Scala
Qualifications
1 1 (33.33%) Computer Science Degree
1 1 (33.33%) Degree
Quality Assurance & Compliance
1 3 (100.00%) Data Quality
Vendors
1 3 (100.00%) Databricks