Data Transformation Job Trends in Wembley

Data Transformation
West London > Wembley

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

6 months to
15 Jun 2026
Same period 2025 Same period 2024
Rank 18 - -
Rank change year-on-year - - -
Permanent jobs citing Data Transformation 4 0 0
As % of all permanent jobs in Wembley 3.23% - -
As % of the Processes & Methodologies category 4.40% - -
Number of salaries quoted 3 0 0
10th Percentile - - -
25th Percentile £85,000 - -
Median annual salary (50th Percentile) £90,000 - -
75th Percentile £95,000 - -
90th Percentile - - -
West London median annual salary £90,000 - -

All Process & Methodology Skills
Wembley

Data Transformation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Wembley.

Permanent vacancies with a requirement for process or methodology skills 91 41 53
As % of all permanent jobs advertised in Wembley 73.39% 100.00% 88.33%
Number of salaries quoted 51 8 27
10th Percentile £28,000 £31,250 -
25th Percentile £48,750 £38,750 £32,750
Median annual salary (50th Percentile) £60,000 £50,750 £40,000
Median % change year-on-year +18.23% +26.88% -23.81%
75th Percentile £97,500 £76,250 -
90th Percentile £100,000 £87,875 -
West London median annual salary £52,500 £54,175 £50,000
% change year-on-year -3.09% +8.35% -

Data Transformation
Job Vacancy Trend in Wembley

Historical trend showing the proportion of permanent IT job postings citing Data Transformation relative to all permanent IT jobs advertised in Wembley.

Data Transformation job vacancy trend in Wembley

Data Transformation
Co-Occurring Skills & Capabilities in Wembley 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 1 (25.00%) Apache
1 1 (25.00%) Apache Airflow
1 1 (25.00%) Apache Spark
Applications
1 1 (25.00%) MS Visio
Cloud Services
1 4 (100.00%) AWS
2 3 (75.00%) Azure
3 2 (50.00%) Entra ID
4 1 (25.00%) Amazon S3
4 1 (25.00%) dbt
4 1 (25.00%) OpenShift
4 1 (25.00%) Snowflake
Database & Business Intelligence
1 1 (25.00%) Apache Hive
1 1 (25.00%) Data Vault
1 1 (25.00%) Impala
1 1 (25.00%) Oracle Database
1 1 (25.00%) Parquet
1 1 (25.00%) Semantic Layer
1 1 (25.00%) Snowflake Schema
1 1 (25.00%) Spark SQL
1 1 (25.00%) Star Schema
1 1 (25.00%) Tableau
Development Applications
1 1 (25.00%) Git
1 1 (25.00%) IBM UrbanCode
General
1 2 (50.00%) Social Skills
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Banking
2 1 (25.00%) Finance
2 1 (25.00%) Investment Banking
2 1 (25.00%) Retail
Job Titles
1 2 (50.00%) Security Manager
2 1 (25.00%) Analyst
2 1 (25.00%) Architect
2 1 (25.00%) Banking Analyst
2 1 (25.00%) Business Analyst
2 1 (25.00%) Cybersecurity Manager
2 1 (25.00%) Data Architect
2 1 (25.00%) Data Business Analyst
2 1 (25.00%) Investment Banking Business Analyst
2 1 (25.00%) IT Manager
2 1 (25.00%) IT Security Manager
2 1 (25.00%) Snowflake Architect
2 1 (25.00%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 2 (50.00%) OpenID
1 2 (50.00%) SAML
2 1 (25.00%) Pandas
2 1 (25.00%) PySpark
2 1 (25.00%) Snowpark
Miscellaneous
1 2 (50.00%) Security Posture
2 1 (25.00%) AS400
2 1 (25.00%) Clustering
2 1 (25.00%) Data Structures
2 1 (25.00%) iSeries
2 1 (25.00%) Legacy Systems
Processes & Methodologies
1 2 (50.00%) AI
1 2 (50.00%) Analytics
1 2 (50.00%) CI/CD
1 2 (50.00%) Cloud Security
1 2 (50.00%) Commercial Awareness
1 2 (50.00%) Cyber Resilience
1 2 (50.00%) Cybersecurity
1 2 (50.00%) Data Governance
1 2 (50.00%) Data Pipeline
1 2 (50.00%) Data Protection
1 2 (50.00%) Data Security
1 2 (50.00%) Incident Response
1 2 (50.00%) Information Security
1 2 (50.00%) Risk Management
1 2 (50.00%) Risk Register
1 2 (50.00%) Security Operations
1 2 (50.00%) Stakeholder Engagement
1 2 (50.00%) Threat Detection
2 1 (25.00%) Software Engineering
2 1 (25.00%) Use Case
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) Python
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
1 2 (50.00%) GDPR
1 2 (50.00%) GRC
1 2 (50.00%) ISO/IEC 27001
1 2 (50.00%) NIST
Vendors
1 1 (25.00%) Oracle
1 1 (25.00%) Red Hat