PySpark Job Trends in Potters Bar

PySpark - Spark Python API
Hertfordshire > Potters Bar

The table below provides summary statistics and salary benchmarking for jobs advertised in Potters Bar requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 25 February 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 8 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 2 0 0
As % of all permanent jobs in Potters Bar 7.69% - -
As % of the Libraries, Frameworks & Software Standards category 100.00% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Hertfordshire median annual salary £75,000 - -

All Software Libraries and Frameworks
Potters Bar

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 Potters Bar.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2 3 0
As % of all permanent jobs advertised in Potters Bar 7.69% 27.27% -
Number of salaries quoted 0 2 0
Median annual salary (50th Percentile) - £38,750 -
Hertfordshire median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% -17.24%

PySpark
Co-Occurring Skills & Capabilities in Potters Bar 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 (100.00%) Apache
1 2 (100.00%) Apache Airflow
1 2 (100.00%) Apache Spark
Applications
1 1 (50.00%) MS Visio
Cloud Services
1 2 (100.00%) Amazon S3
1 2 (100.00%) AWS
1 2 (100.00%) OpenShift
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Impala
1 2 (100.00%) Oracle Database
1 2 (100.00%) Parquet
1 2 (100.00%) Spark SQL
1 2 (100.00%) Tableau
Development Applications
1 2 (100.00%) Git
1 2 (100.00%) IBM UrbanCode
General
1 2 (100.00%) Banking
1 2 (100.00%) Finance
1 2 (100.00%) Investment Banking
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Legal
Job Titles
1 2 (100.00%) Analyst
1 2 (100.00%) Banking Analyst
1 2 (100.00%) Transformation Analyst
2 1 (50.00%) Business Analyst
2 1 (50.00%) Data Business Analyst
2 1 (50.00%) Investment Banking Business Analyst
2 1 (50.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) Pandas
Processes & Methodologies
1 2 (100.00%) Agile
1 2 (100.00%) AI
1 2 (100.00%) Analytics
1 2 (100.00%) CI/CD
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Pipeline
1 2 (100.00%) Data Transformation
1 2 (100.00%) ETL
1 2 (100.00%) Scrum
1 2 (100.00%) User Acceptance Testing
2 1 (50.00%) Attestation
2 1 (50.00%) Backlog Management
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Validation
2 1 (50.00%) Decision Table
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) Runbook
2 1 (50.00%) User Stories
2 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 2 (100.00%) Data Quality
2 1 (50.00%) California Consumer Privacy Act
2 1 (50.00%) GDPR
2 1 (50.00%) HIPAA
Vendors
1 2 (100.00%) Oracle
1 2 (100.00%) Red Hat