Data Transformation Jobs in England

Data Transformation
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Transformation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Transformation over the 6 months leading up to 11 June 2024, comparing them to the same period in the previous two years.

6 months to
11 Jun 2024
Same period 2023 Same period 2022
Rank 523 491 511
Rank change year-on-year -32 +20 +40
Permanent jobs citing Data Transformation 350 465 953
As % of all permanent jobs advertised in England 0.37% 0.56% 0.66%
As % of the Processes & Methodologies category 0.44% 0.59% 0.69%
Number of salaries quoted 263 305 494
10th Percentile £35,000 £51,250 £42,063
25th Percentile £45,000 £60,000 £53,750
Median annual salary (50th Percentile) £64,000 £72,500 £68,750
Median % change year-on-year -11.72% +5.45% -1.79%
75th Percentile £90,000 £96,250 £87,500
90th Percentile £98,750 £118,750 £96,250
UK median annual salary £64,000 £70,000 £67,500
% change year-on-year -8.57% +3.70% -

All Process and Methodology Skills
England

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 England.

Permanent vacancies with a requirement for process or methodology skills 78,666 78,678 138,155
As % of all permanent jobs advertised in England 82.66% 95.44% 95.96%
Number of salaries quoted 56,167 48,303 73,640
10th Percentile £29,375 £34,324 £33,458
25th Percentile £40,000 £45,750 £44,186
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £102,500 £97,500
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Data Transformation
Job Vacancy Trend in England

Job postings citing Data Transformation as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Transformation in England

Data Transformation
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Transformation in England.

Salary trend for Data Transformation in England

Data Transformation
Salary Histogram in England

Salary distribution for jobs citing Data Transformation in England over the 6 months to 11 June 2024.

Salary histogram for Data Transformation in England

Data Transformation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the England region over the 6 months to 11 June 2024. 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
London +48 137 £90,000 -2.70% 47
North of England +23 76 £47,500 -38.71% 10
Midlands -35 48 £44,100 -34.67% 11
South West -5 46 £63,000 +5.00% 13
North West +8 40 £47,500 -42.65% 7
West Midlands -8 33 £46,500 -31.11% 7
South East -58 26 £75,000 +14.50% 8
North East +5 24 £64,000 +29.14% 1
East Midlands -52 15 £44,100 -34.67% 4
East of England -8 14 £57,500 -28.13% 3
Yorkshire +9 12 £37,500 -31.82% 2
Data Transformation
UK

Data Transformation
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 29 (8.29%) Apache Airflow
2 24 (6.86%) Apache Spark
3 19 (5.43%) Confluence
4 9 (2.57%) SharePoint
5 8 (2.29%) Apache
6 5 (1.43%) SAS
7 3 (0.86%) MQSeries
7 3 (0.86%) Oracle HTTP Server
7 3 (0.86%) WebSphere
8 2 (0.57%) Microsoft Exchange
Applications
1 19 (5.43%) Microsoft Excel
2 7 (2.00%) Microsoft Office
3 3 (0.86%) Microsoft PowerPoint
4 2 (0.57%) MS Visio
Business Applications
1 8 (2.29%) Dynamics CRM
2 3 (0.86%) Maximo
2 3 (0.86%) SAP S/4HANA
3 1 (0.29%) Dynamics AX
3 1 (0.29%) SAP MDG
Cloud Services
1 134 (38.29%) Azure
2 104 (29.71%) Power Platform
3 63 (18.00%) Snowflake
4 56 (16.00%) AWS
5 39 (11.14%) dbt
6 30 (8.57%) Azure Cosmos DB
6 30 (8.57%) GCP
6 30 (8.57%) Matillion
7 28 (8.00%) Azure Data Factory
8 21 (6.00%) Power Automate
9 19 (5.43%) GitHub
10 18 (5.14%) Amazon Kinesis
10 18 (5.14%) SaaS
11 17 (4.86%) PowerApps
12 16 (4.57%) Azure DevOps
12 16 (4.57%) Microsoft 365
13 15 (4.29%) Amazon S3
13 15 (4.29%) Serverless
14 12 (3.43%) Azure Synapse Analytics
15 10 (2.86%) Cloud Composer
Communications & Networking
1 3 (0.86%) HTTP
2 2 (0.57%) Internet
2 2 (0.57%) SSH
3 1 (0.29%) DNS
3 1 (0.29%) NAS
3 1 (0.29%) SAN
Database & Business Intelligence
1 125 (35.71%) Data Warehouse
2 97 (27.71%) Power BI
3 76 (21.71%) SQL Server
4 70 (20.00%) Data Lake
5 33 (9.43%) Star Schema
6 30 (8.57%) Elasticsearch
7 28 (8.00%) Tableau
8 26 (7.43%) SQL Server Integration Services
9 24 (6.86%) Big Data
10 20 (5.71%) Amazon Redshift
11 18 (5.14%) Data Mining
11 18 (5.14%) Metadata
12 17 (4.86%) Azure SQL Database
13 16 (4.57%) Azure SQL Data Warehouse
14 15 (4.29%) NoSQL
14 15 (4.29%) PostgreSQL
15 11 (3.14%) Snowflake Schema
15 11 (3.14%) SQL Server Analysis Services
16 9 (2.57%) Apache Hive
16 9 (2.57%) Hadoop
Development Applications
1 43 (12.29%) GitLab
2 25 (7.14%) Git
3 19 (5.43%) JIRA
4 8 (2.29%) Jenkins
5 6 (1.71%) RStudio
5 6 (1.71%) SQL Server Management Studio (SSMS)
6 5 (1.43%) CircleCI
6 5 (1.43%) ERwin
7 4 (1.14%) Grunt
7 4 (1.14%) Jasmine
7 4 (1.14%) Mocha
7 4 (1.14%) webpack
8 3 (0.86%) Spinnaker
8 3 (0.86%) Team Foundation Server
8 3 (0.86%) Visual Studio
9 1 (0.29%) Eclipse
9 1 (0.29%) Oracle Forms
General
1 122 (34.86%) Social Skills
2 91 (26.00%) Finance
3 77 (22.00%) Analytical Skills
4 33 (9.43%) Inclusion and Diversity
5 24 (6.86%) Retail
6 15 (4.29%) Banking
6 15 (4.29%) Games
7 13 (3.71%) Presentation Skills
8 11 (3.14%) Public Sector
9 9 (2.57%) Law
9 9 (2.57%) Retail Banking
10 8 (2.29%) Marketing
11 4 (1.14%) Influencing Skills
11 4 (1.14%) Legal
12 2 (0.57%) Automotive
12 2 (0.57%) Manufacturing
13 1 (0.29%) Documentation Skills
13 1 (0.29%) General Ledger
13 1 (0.29%) Investment Banking
13 1 (0.29%) Pharmaceutical
Job Titles
1 123 (35.14%) Data Engineer
2 67 (19.14%) Analyst
3 53 (15.14%) Senior
4 36 (10.29%) Data Analyst
5 32 (9.14%) Lead
6 28 (8.00%) Developer
7 23 (6.57%) Architect
8 22 (6.29%) Lead Data Engineer
8 22 (6.29%) Senior Data Engineer
9 19 (5.43%) Data Architect
10 17 (4.86%) AWS Data Engineer
10 17 (4.86%) AWS Engineer
11 15 (4.29%) Business Intelligence Analyst
12 13 (3.71%) Business Intelligence Developer
12 13 (3.71%) Senior Analyst
12 13 (3.71%) Transformation Manager
13 12 (3.43%) Senior Data Analyst
14 11 (3.14%) Data Manager
14 11 (3.14%) Power BI Developer
15 8 (2.29%) Programme Manager
Libraries, Frameworks & Software Standards
1 18 (5.14%) PySpark
2 13 (3.71%) CSS
3 12 (3.43%) .NET
4 11 (3.14%) Kafka
5 10 (2.86%) XML
6 9 (2.57%) HTML
7 8 (2.29%) JSON
7 8 (2.29%) REST
7 8 (2.29%) Spark Streaming
8 7 (2.00%) .NET Framework
8 7 (2.00%) ASP.NET
8 7 (2.00%) ASP.NET MVC
8 7 (2.00%) Entity Framework
8 7 (2.00%) HTML5 Canvas
9 6 (1.71%) PyTorch
9 6 (1.71%) Sass
9 6 (1.71%) SOAP
9 6 (1.71%) TensorFlow
9 6 (1.71%) Vue
10 5 (1.43%) Apache Beam
Miscellaneous
1 52 (14.86%) Data Structures
2 43 (12.29%) Self-Motivation
3 25 (7.14%) Product Ownership
4 13 (3.71%) Client/Server
4 13 (3.71%) Online Games
5 12 (3.43%) Greenfield Project
6 11 (3.14%) Reference Data
7 10 (2.86%) Management Information System
8 9 (2.57%) Analytical Mindset
8 9 (2.57%) Cloud Native
8 9 (2.57%) Distributed Applications
9 8 (2.29%) Enterprise Cloud
9 8 (2.29%) Public Cloud
9 8 (2.29%) Renewable Energy
10 7 (2.00%) Enterprise Software
10 7 (2.00%) Low-Code
10 7 (2.00%) Robotics
11 6 (1.71%) Clustering
11 6 (1.71%) Data Centre
12 5 (1.43%) Distributed Systems
Operating Systems
1 22 (6.29%) Linux
2 6 (1.71%) Unix
3 2 (0.57%) Windows
Processes & Methodologies
1 133 (38.00%) Analytics
2 131 (37.43%) Data Modelling
3 120 (34.29%) Data Engineering
4 118 (33.71%) ETL
5 109 (31.14%) Agile
5 109 (31.14%) Problem-Solving
6 101 (28.86%) Business Intelligence
7 92 (26.29%) Data Pipeline
8 75 (21.43%) Data Integration
9 62 (17.71%) Data Analytics
10 61 (17.43%) Decision-Making
10 61 (17.43%) Machine Learning
11 59 (16.86%) Data Management
12 56 (16.00%) Visualisation
13 53 (15.14%) CI/CD
14 52 (14.86%) Data Governance
15 51 (14.57%) Data Science
16 50 (14.29%) Data Architecture
16 50 (14.29%) Data Visualisation
17 46 (13.14%) Artificial Intelligence
Programming Languages
1 223 (63.71%) SQL
2 135 (38.57%) Python
3 25 (7.14%) Scala
4 23 (6.57%) R
5 21 (6.00%) Java
6 18 (5.14%) T-SQL
7 15 (4.29%) C#
8 13 (3.71%) JavaScript
9 7 (2.00%) Data Analysis Expressions
9 7 (2.00%) TypeScript
10 6 (1.71%) Shell Script
11 5 (1.43%) Perl
12 3 (0.86%) C
12 3 (0.86%) VB.NET
13 2 (0.57%) PHP
13 2 (0.57%) VB
14 1 (0.29%) PL/SQL
Qualifications
1 33 (9.43%) Degree
2 21 (6.00%) Computer Science Degree
3 10 (2.86%) Microsoft Certification
4 8 (2.29%) Azure Certification
4 8 (2.29%) DBS Check
4 8 (2.29%) Security Cleared
5 5 (1.43%) SC Cleared
6 4 (1.14%) ISTQB
7 3 (0.86%) Master's Degree
7 3 (0.86%) MCSE
8 1 (0.29%) AWS Certification
8 1 (0.29%) MBA
8 1 (0.29%) TOGAF Certification
Quality Assurance & Compliance
1 106 (30.29%) Data Quality
2 9 (2.57%) QA
3 3 (0.86%) ISO/IEC 27001
4 1 (0.29%) GDPR
System Software
1 7 (2.00%) Docker
2 6 (1.71%) HDFS
3 1 (0.29%) Active Directory
3 1 (0.29%) NFS
3 1 (0.29%) VMware Infrastructure
Systems Management
1 16 (4.57%) Terraform
2 8 (2.29%) Kubernetes
3 7 (2.00%) Microsoft Intune
4 6 (1.71%) Ansible
Vendors
1 56 (16.00%) Microsoft
2 42 (12.00%) Databricks
3 15 (4.29%) Google
4 10 (2.86%) Alteryx
4 10 (2.86%) SAP
5 9 (2.57%) Cloudera
5 9 (2.57%) Teradata
6 8 (2.29%) IBM
6 8 (2.29%) Oracle
7 6 (1.71%) Dataiku
7 6 (1.71%) F5
8 5 (1.43%) Informatica
8 5 (1.43%) ServiceNow
9 4 (1.14%) Salesforce
10 3 (0.86%) Hortonworks
11 2 (0.57%) Anaplan
11 2 (0.57%) Sybase
12 1 (0.29%) iManage
12 1 (0.29%) Talend
12 1 (0.29%) Workday