PySpark Job Trends in Norfolk

PySpark - Spark Python API
East of England > Norfolk

The table below provides summary statistics and salary benchmarking for jobs advertised in Norfolk requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 15 March 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Mar 2026
Same period 2025 Same period 2024
Rank 38 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 2 0 0
As % of all permanent jobs in Norfolk 0.59% - -
As % of the Libraries, Frameworks & Software Standards category 28.57% - -
Number of salaries quoted 2 0 0
10th Percentile - - -
25th Percentile £42,500 - -
Median annual salary (50th Percentile) £45,000 - -
75th Percentile £47,500 - -
90th Percentile - - -
East of England median annual salary £75,000 £80,000 £55,000
% change year-on-year -6.25% +45.45% -

All Software Libraries and Frameworks
Norfolk

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 Norfolk.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7 36 132
As % of all permanent jobs advertised in Norfolk 2.06% 16.44% 20.59%
Number of salaries quoted 6 14 128
10th Percentile £26,250 £37,150 £26,000
25th Percentile £28,750 £39,375 £31,250
Median annual salary (50th Percentile) £41,250 £55,000 £41,250
Median % change year-on-year -25.00% +33.33% -17.50%
75th Percentile £47,500 £58,750 £55,000
90th Percentile £53,750 £69,675 £65,000
East of England median annual salary £55,000 £65,000 £55,000
% change year-on-year -15.38% +18.18% -9.84%

PySpark
Job Vacancy Trend in Norfolk

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

PySpark job vacancy trend in Norfolk

PySpark
Salary Trend in Norfolk

Salary distribution trend for jobs in Norfolk citing PySpark.

Salary distribution trend for jobs in Norfolk citing PySpark

PySpark
Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PySpark within the Norfolk region over the 6 months to 15 March 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
Norwich - 2 £45,000 - 1
PySpark
East of England

PySpark
Co-Occurring Skills & Capabilities in Norfolk 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%) dbt
Database & Business Intelligence
1 2 (100.00%) Data Warehouse
General
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Banking
1 2 (100.00%) Finance
Job Titles
1 2 (100.00%) Data Engineer
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Cleansing
1 2 (100.00%) Data Ingestion
1 2 (100.00%) Data Management
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Strategy
1 2 (100.00%) Data Transformation
1 2 (100.00%) Data Visualisation
1 2 (100.00%) ETL
1 2 (100.00%) Performance Optimisation
1 2 (100.00%) Problem-Solving
1 2 (100.00%) Requirements Gathering
1 2 (100.00%) SQL Optimisation
1 2 (100.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
Vendors
1 2 (100.00%) Microsoft