PySpark Job Trends in Barrow-in-Furness

PySpark - Spark Python API
Cumbria > Barrow-in-Furness

The table below provides summary statistics and salary benchmarking for jobs advertised in Barrow-in-Furness requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 21 September 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 22 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 1 0 0
As % of all permanent jobs in Barrow-in-Furness 0.81% - -
As % of the Libraries, Frameworks & Software Standards category 50.00% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Cumbria median annual salary - - £55,000

All Software Libraries and Frameworks
Barrow-in-Furness

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 Barrow-in-Furness.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2 0 1
As % of all permanent jobs advertised in Barrow-in-Furness 1.63% - 0.62%
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Cumbria median annual salary £45,000 £35,854 £55,000
% change year-on-year +25.51% -34.81% +10.00%

PySpark
Co-Occurring Skills & Capabilities in Barrow-in-Furness 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:

Applications
1 1 (100.00%) MS Visio
Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Microsoft 365
1 1 (100.00%) Power Automate
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Metadata
1 1 (100.00%) Power BI
1 1 (100.00%) Power Query
1 1 (100.00%) Star Schema
General
1 1 (100.00%) Analytical Skills
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Pandas
1 1 (100.00%) REST
1 1 (100.00%) scikit-learn
Miscellaneous
1 1 (100.00%) Product Ownership
Processes & Methodologies
1 1 (100.00%) API Integration
1 1 (100.00%) Computer Science
1 1 (100.00%) Creative Thinking
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Ingestion
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Lineage
1 1 (100.00%) Decision-Making
1 1 (100.00%) Innovative Thinking
1 1 (100.00%) Lakehouse
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Physical Data Model
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Prompt Engineering
1 1 (100.00%) Retrieval-Augmented Generation
1 1 (100.00%) Target Operating Model
1 1 (100.00%) Technical Debt
1 1 (100.00%) Technical Leadership
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) JavaScript
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) PMP
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Microsoft