PySpark Job Trends in the City of Westminster

PySpark - Spark Python API
Central London > City of Westminster

The table below provides summary statistics and salary benchmarking for jobs advertised in the City of Westminster 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 16 - 16
Rank change year-on-year - - -
Permanent jobs citing PySpark 2 0 2
As % of all permanent jobs in the City of Westminster 3.23% - 3.45%
As % of the Libraries, Frameworks & Software Standards category 25.00% - 9.09%
Number of salaries quoted 0 0 2
10th Percentile - - £54,875
25th Percentile - - £56,563
Median annual salary (50th Percentile) - - £61,250
75th Percentile - - £64,063
90th Percentile - - £64,625
Central London median annual salary £95,000 £60,000 £70,000
% change year-on-year +58.33% -14.29% -3.45%

All Software Libraries and Frameworks
City of Westminster

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 City of Westminster.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8 96 22
As % of all permanent jobs advertised in the City of Westminster 12.90% 38.40% 37.93%
Number of salaries quoted 0 51 20
10th Percentile - £53,750 £52,500
25th Percentile - £55,000 £54,688
Median annual salary (50th Percentile) - £62,500 £67,500
Median % change year-on-year - -7.41% +3.85%
75th Percentile - £68,750 £85,313
90th Percentile - - £111,425
Central London median annual salary £86,750 £75,000 £85,000
% change year-on-year +15.67% -11.76% +6.25%

PySpark
Job Vacancy Trend in the City of Westminster

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

PySpark job vacancy trend in the City of Westminster

PySpark
Salary Trend in the City of Westminster

Salary distribution trend for jobs in the City of Westminster citing PySpark.

Salary distribution trend for jobs in the City of Westminster citing PySpark

PySpark
Co-Occurring Skills & Capabilities in the City of Westminster 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 2 (100.00%) AWS
1 2 (100.00%) Azure
1 2 (100.00%) GCP
General
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Manufacturing
1 2 (100.00%) Retail
1 2 (100.00%) Social Skills
Job Titles
1 2 (100.00%) Data Scientist
1 2 (100.00%) Senior
1 2 (100.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (100.00%) NumPy
1 2 (100.00%) Pandas
1 2 (100.00%) PyTorch
1 2 (100.00%) scikit-learn
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) CI/CD
1 2 (100.00%) Coaching
1 2 (100.00%) Containerisation
1 2 (100.00%) Data Science
1 2 (100.00%) Digital Transformation Strategy
1 2 (100.00%) Machine Learning
1 2 (100.00%) Mathematics
1 2 (100.00%) Mentoring
1 2 (100.00%) MLOps
1 2 (100.00%) Problem-Solving
1 2 (100.00%) Statistical Analysis
1 2 (100.00%) Statistics
1 2 (100.00%) Storytelling
1 2 (100.00%) Unit Testing
1 2 (100.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Qualifications
1 2 (100.00%) Degree
1 2 (100.00%) Master's Degree
1 2 (100.00%) PhD
System Software
1 2 (100.00%) Docker