PySpark Job Trends in Norwich

PySpark - Spark Python API
Norfolk > Norwich

The table below provides summary statistics and salary benchmarking for jobs advertised in Norwich requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 16 March 2026, with comparisons to the same periods in the previous two years.

6 months to
16 Mar 2026
Same period 2025 Same period 2024
Rank 28 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 2 0 0
As % of all permanent jobs in Norwich 0.99% - -
As % of the Libraries, Frameworks & Software Standards category 40.00% - -
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 - - -
Norfolk median annual salary £45,000 - -

All Software Libraries and Frameworks
Norwich

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 Norwich.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5 28 101
As % of all permanent jobs advertised in Norwich 2.48% 24.35% 27.90%
Number of salaries quoted 4 11 99
10th Percentile £38,125 £37,500 £28,500
25th Percentile £40,938 £40,000 £34,375
Median annual salary (50th Percentile) £45,000 £57,500 £45,000
Median % change year-on-year -21.74% +27.78% -10.00%
75th Percentile £50,625 £62,375 £57,500
90th Percentile £56,250 £71,250 £65,000
Norfolk median annual salary £41,250 £55,000 £41,250
% change year-on-year -25.00% +33.33% -17.50%

PySpark
Job Vacancy Trend in Norwich

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

PySpark job vacancy trend in Norwich

PySpark
Salary Trend in Norwich

Salary distribution trend for jobs in Norwich citing PySpark.

Salary distribution trend for jobs in Norwich citing PySpark

PySpark
Co-Occurring Skills & Capabilities in Norwich 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