PySpark Job Trends in Ilford

PySpark - Spark Python API
Redbridge > Ilford

The table below provides summary statistics and salary benchmarking for jobs advertised in Ilford requiring PySpark skills. It covers permanent job vacancies from the 6 months leading up to 26 February 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Feb 2026
Same period 2025 Same period 2024
Rank 2 - -
Rank change year-on-year - - -
Permanent jobs citing PySpark 2 0 0
As % of all permanent jobs in Ilford 66.67% - -
As % of the Libraries, Frameworks & Software Standards category 66.67% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Redbridge median annual salary - - -

All Software Libraries and Frameworks
Ilford

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 Ilford.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 3 2 0
As % of all permanent jobs advertised in Ilford 100.00% 2.78% -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £27,500 - -
Median annual salary (50th Percentile) £30,000 - -
75th Percentile £32,500 - -
90th Percentile - - -
Redbridge median annual salary £30,000 - -

PySpark
Co-Occurring Skills & Capabilities in Ilford 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
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Investment Banking
2 1 (50.00%) Legal
Job Titles
1 2 (100.00%) Analyst
2 1 (50.00%) Business Analyst
2 1 (50.00%) Data Business Analyst
2 1 (50.00%) Functional Analyst
2 1 (50.00%) Functional Business Analyst
2 1 (50.00%) Technical Analyst
2 1 (50.00%) Transformation 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%) Continuous Improvement
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Validation
2 1 (50.00%) Decision Table
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) Translating Business Requirements
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