Data Transformation Job Trends in Havering

Data Transformation
East London > Havering

The table below provides summary statistics and salary benchmarking for jobs advertised in Havering requiring Data Transformation 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 16 - -
Rank change year-on-year - - -
Permanent jobs citing Data Transformation 2 0 0
As % of all permanent jobs in Havering 3.57% - -
As % of the Processes & Methodologies category 4.35% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
East London median annual salary - - -

All Process & Methodology Skills
Havering

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 Havering.

Permanent vacancies with a requirement for process or methodology skills 46 30 51
As % of all permanent jobs advertised in Havering 82.14% 100.00% 91.07%
Number of salaries quoted 5 0 33
10th Percentile £36,500 - -
25th Percentile - - £27,965
Median annual salary (50th Percentile) £50,000 - £35,000
Median % change year-on-year - - -9.09%
75th Percentile - - £46,000
90th Percentile - - £53,750
East London median annual salary £85,000 £65,000 £46,000
% change year-on-year +30.77% +41.30% -20.00%

Data Transformation
Job Locations in Havering

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Havering region over the 6 months to 26 February 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Romford - 2 - -
Data Transformation
East London

Data Transformation
Co-Occurring Skills & Capabilities in Havering 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 2 (100.00%) PySpark
2 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%) ETL
1 2 (100.00%) Scrum
1 2 (100.00%) User Acceptance Testing
2 1 (50.00%) Attestation
2 1 (50.00%) Continuous Improvement
2 1 (50.00%) Data Analytics
2 1 (50.00%) Data Engineering
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%) 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