Data Transformation Jobs in England

Data Transformation
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 531 497 516
Rank change year-on-year -34 +19 +20
Permanent jobs citing Data Transformation 358 461 917
As % of all permanent jobs advertised in England 0.39% 0.55% 0.65%
As % of the Processes & Methodologies category 0.47% 0.57% 0.68%
Number of salaries quoted 269 301 473
10th Percentile £35,000 £51,250 £42,500
25th Percentile £45,000 £60,000 £53,750
Median annual salary (50th Percentile) £64,000 £72,500 £70,000
Median % change year-on-year -11.72% +3.57% -
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 is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 76,066 80,344 135,543
As % of all permanent jobs advertised in England 83.60% 95.49% 95.97%
Number of salaries quoted 55,107 48,707 73,448
10th Percentile £29,000 £34,324 £33,294
25th Percentile £40,000 £46,000 £44,000
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 £93,250 £102,500 £97,500
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 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 1 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 +80 142 £85,000 -8.11% 53
North of England +38 74 £47,500 -18.10% 9
Midlands -23 49 £44,100 -34.67% 9
South West -1 47 £59,000 -1.67% 13
North West +24 38 £47,500 -29.89% 6
West Midlands -3 34 £46,500 -29.01% 6
South East -37 26 £75,000 +14.50% 7
North East +13 24 £64,000 +29.14% 2
East of England 0 16 £57,500 -28.13% 2
East Midlands -39 15 £44,100 -34.67% 3
Yorkshire +17 12 £37,500 -31.82% 1
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 31 (8.66%) Apache Airflow
2 24 (6.70%) Apache Spark
3 18 (5.03%) Confluence
4 10 (2.79%) Apache
4 10 (2.79%) SharePoint
5 5 (1.40%) SAS
6 3 (0.84%) MQSeries
6 3 (0.84%) Oracle HTTP Server
6 3 (0.84%) WebSphere
7 2 (0.56%) Microsoft Exchange
Applications
1 19 (5.31%) Microsoft Excel
2 7 (1.96%) Microsoft Office
3 3 (0.84%) Microsoft PowerPoint
4 2 (0.56%) MS Visio
Business Applications
1 8 (2.23%) Dynamics CRM
2 3 (0.84%) Maximo
2 3 (0.84%) SAP S/4HANA
3 1 (0.28%) Dynamics AX
3 1 (0.28%) SAP MDG
Cloud Services
1 137 (38.27%) Azure
2 107 (29.89%) Power Platform
3 66 (18.44%) Snowflake
4 61 (17.04%) AWS
5 39 (10.89%) dbt
6 33 (9.22%) GCP
7 30 (8.38%) Azure Cosmos DB
7 30 (8.38%) Matillion
8 28 (7.82%) Azure Data Factory
9 22 (6.15%) Power Automate
10 20 (5.59%) SaaS
11 19 (5.31%) GitHub
12 18 (5.03%) Amazon Kinesis
12 18 (5.03%) PowerApps
13 17 (4.75%) Azure DevOps
13 17 (4.75%) Microsoft 365
13 17 (4.75%) Serverless
14 16 (4.47%) Amazon S3
15 12 (3.35%) Azure Synapse Analytics
16 10 (2.79%) Cloud Composer
Communications & Networking
1 3 (0.84%) HTTP
2 2 (0.56%) DNS
2 2 (0.56%) Internet
2 2 (0.56%) SSH
3 1 (0.28%) NAS
3 1 (0.28%) SAN
Database & Business Intelligence
1 128 (35.75%) Data Warehouse
2 100 (27.93%) Power BI
3 80 (22.35%) SQL Server
4 72 (20.11%) Data Lake
5 33 (9.22%) Star Schema
6 30 (8.38%) Elasticsearch
6 30 (8.38%) Tableau
7 27 (7.54%) SQL Server Integration Services
8 26 (7.26%) Big Data
9 20 (5.59%) Amazon Redshift
10 16 (4.47%) Azure SQL Data Warehouse
10 16 (4.47%) Azure SQL Database
10 16 (4.47%) Data Mining
10 16 (4.47%) Metadata
10 16 (4.47%) NoSQL
11 15 (4.19%) PostgreSQL
12 11 (3.07%) Apache Hive
12 11 (3.07%) Hadoop
12 11 (3.07%) Snowflake Schema
12 11 (3.07%) SQL Server Analysis Services
Development Applications
1 43 (12.01%) GitLab
2 27 (7.54%) Git
3 18 (5.03%) JIRA
4 10 (2.79%) Jenkins
5 7 (1.96%) CircleCI
6 6 (1.68%) RStudio
6 6 (1.68%) SQL Server Management Studio (SSMS)
7 5 (1.40%) ERwin
8 4 (1.12%) Grunt
8 4 (1.12%) Jasmine
8 4 (1.12%) Mocha
8 4 (1.12%) webpack
9 3 (0.84%) Spinnaker
9 3 (0.84%) Team Foundation Server
9 3 (0.84%) Visual Studio
10 1 (0.28%) Bitbucket
10 1 (0.28%) Eclipse
10 1 (0.28%) Oracle Forms
General
1 126 (35.20%) Social Skills
2 94 (26.26%) Finance
3 80 (22.35%) Analytical Skills
4 37 (10.34%) Inclusion and Diversity
5 24 (6.70%) Retail
6 16 (4.47%) Banking
7 15 (4.19%) Games
8 13 (3.63%) Presentation Skills
9 12 (3.35%) Public Sector
10 11 (3.07%) Retail Banking
11 9 (2.51%) Law
12 8 (2.23%) Marketing
13 4 (1.12%) Influencing Skills
13 4 (1.12%) Legal
14 2 (0.56%) Automotive
14 2 (0.56%) Manufacturing
15 1 (0.28%) Billing
15 1 (0.28%) Investment Banking
15 1 (0.28%) Pharmaceutical
15 1 (0.28%) Telecoms
Job Titles
1 126 (35.20%) Data Engineer
2 66 (18.44%) Analyst
3 52 (14.53%) Senior
4 35 (9.78%) Data Analyst
5 34 (9.50%) Lead
6 31 (8.66%) Developer
7 24 (6.70%) Architect
8 22 (6.15%) Lead Data Engineer
8 22 (6.15%) Senior Data Engineer
9 21 (5.87%) Data Architect
10 17 (4.75%) AWS Data Engineer
10 17 (4.75%) AWS Engineer
11 15 (4.19%) Business Intelligence Analyst
11 15 (4.19%) Business Intelligence Developer
12 14 (3.91%) Transformation Manager
13 12 (3.35%) Data Manager
13 12 (3.35%) Power BI Developer
13 12 (3.35%) Senior Analyst
14 11 (3.07%) Senior Data Analyst
15 9 (2.51%) Project Manager
Libraries, Frameworks & Software Standards
1 18 (5.03%) PySpark
2 14 (3.91%) CSS
3 13 (3.63%) .NET
3 13 (3.63%) Kafka
4 11 (3.07%) XML
5 10 (2.79%) HTML
5 10 (2.79%) Spark Streaming
6 9 (2.51%) JSON
6 9 (2.51%) REST
7 8 (2.23%) .NET Framework
7 8 (2.23%) ASP.NET
7 8 (2.23%) ASP.NET MVC
7 8 (2.23%) Entity Framework
7 8 (2.23%) HTML5 Canvas
8 7 (1.96%) Apache Avro
8 7 (1.96%) Apache Beam
9 6 (1.68%) Pandas
9 6 (1.68%) PyTorch
9 6 (1.68%) Sass
9 6 (1.68%) TensorFlow
Miscellaneous
1 50 (13.97%) Data Structures
2 43 (12.01%) Self-Motivation
3 24 (6.70%) Product Ownership
4 14 (3.91%) Greenfield Project
5 13 (3.63%) Client/Server
5 13 (3.63%) Online Games
6 11 (3.07%) Distributed Applications
6 11 (3.07%) Reference Data
7 10 (2.79%) Analytical Mindset
7 10 (2.79%) Management Information System
8 9 (2.51%) Cloud Native
8 9 (2.51%) Enterprise Cloud
9 8 (2.23%) Enterprise Software
9 8 (2.23%) Low-Code
9 8 (2.23%) Public Cloud
9 8 (2.23%) Renewable Energy
10 7 (1.96%) Clustering
10 7 (1.96%) Distributed Systems
10 7 (1.96%) Robotics
11 6 (1.68%) Data Centre
Operating Systems
1 22 (6.15%) Linux
2 6 (1.68%) Unix
3 2 (0.56%) Windows
Processes & Methodologies
1 136 (37.99%) Analytics
2 134 (37.43%) Data Modelling
3 121 (33.80%) ETL
4 117 (32.68%) Data Engineering
5 111 (31.01%) Problem-Solving
6 109 (30.45%) Agile
7 106 (29.61%) Business Intelligence
8 93 (25.98%) Data Pipeline
9 75 (20.95%) Data Integration
10 65 (18.16%) Data Analytics
11 61 (17.04%) Machine Learning
12 58 (16.20%) Decision-Making
12 58 (16.20%) Visualisation
13 56 (15.64%) CI/CD
14 54 (15.08%) Data Management
15 53 (14.80%) Data Governance
16 52 (14.53%) Data Visualisation
17 51 (14.25%) Data Science
18 47 (13.13%) Data Architecture
19 44 (12.29%) Artificial Intelligence
Programming Languages
1 229 (63.97%) SQL
2 138 (38.55%) Python
3 27 (7.54%) Scala
4 23 (6.42%) Java
4 23 (6.42%) R
5 18 (5.03%) T-SQL
6 16 (4.47%) C#
7 14 (3.91%) JavaScript
8 8 (2.23%) Data Analysis Expressions
8 8 (2.23%) TypeScript
9 6 (1.68%) Shell Script
10 5 (1.40%) Perl
11 3 (0.84%) C
11 3 (0.84%) VB.NET
12 2 (0.56%) PHP
12 2 (0.56%) VB
13 1 (0.28%) PL/SQL
Qualifications
1 32 (8.94%) Degree
2 20 (5.59%) Computer Science Degree
3 11 (3.07%) Microsoft Certification
4 8 (2.23%) Azure Certification
4 8 (2.23%) DBS Check
5 7 (1.96%) Security Cleared
6 4 (1.12%) ISTQB
6 4 (1.12%) SC Cleared
7 3 (0.84%) Master's Degree
7 3 (0.84%) MCSE
8 1 (0.28%) AWS Certification
8 1 (0.28%) MBA
Quality Assurance & Compliance
1 105 (29.33%) Data Quality
2 10 (2.79%) QA
3 3 (0.84%) ISO/IEC 27001
4 2 (0.56%) GDPR
System Software
1 8 (2.23%) Docker
1 8 (2.23%) HDFS
2 1 (0.28%) Active Directory
2 1 (0.28%) NFS
2 1 (0.28%) VMware Infrastructure
Systems Management
1 16 (4.47%) Terraform
2 9 (2.51%) Kubernetes
3 7 (1.96%) Microsoft Intune
4 6 (1.68%) Ansible
Vendors
1 58 (16.20%) Microsoft
2 44 (12.29%) Databricks
3 16 (4.47%) Google
4 11 (3.07%) Cloudera
5 10 (2.79%) Alteryx
5 10 (2.79%) SAP
6 9 (2.51%) Oracle
6 9 (2.51%) Teradata
7 8 (2.23%) IBM
8 6 (1.68%) Dataiku
8 6 (1.68%) F5
9 5 (1.40%) ServiceNow
10 4 (1.12%) Informatica
10 4 (1.12%) Salesforce
11 3 (0.84%) Hortonworks
12 2 (0.56%) Anaplan
12 2 (0.56%) Sybase
13 1 (0.28%) Dell
13 1 (0.28%) EMC
13 1 (0.28%) HP