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 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 500 488 518
Rank change year-on-year -12 +30 +13
Permanent jobs citing Data Transformation 368 512 850
As % of all permanent jobs advertised in England 0.43% 0.57% 0.64%
As % of the Processes & Methodologies category 0.50% 0.59% 0.67%
Number of salaries quoted 287 327 459
10th Percentile £35,000 £49,500 £42,500
25th Percentile £46,250 £60,000 £52,500
Median annual salary (50th Percentile) £64,000 £70,000 £67,500
Median % change year-on-year -8.57% +3.70% -
75th Percentile £88,750 £95,625 £87,500
90th Percentile £98,750 £112,000 £96,250
UK median annual salary £64,000 £69,724 £65,000
% change year-on-year -8.21% +7.27% -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 73,372 86,501 127,461
As % of all permanent jobs advertised in England 85.52% 95.63% 95.72%
Number of salaries quoted 53,935 51,101 73,310
10th Percentile £29,000 £34,324 £33,500
25th Percentile £40,000 £46,000 £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 £73,500 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 8 May 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 8 May 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 +89 153 £80,000 -13.51% 47
North of England +27 73 £47,500 -9.52% 9
South West -2 49 £63,773 +6.29% 9
Midlands -18 46 £46,500 -31.11% 13
North West +19 37 £47,500 -14.03% 6
West Midlands +17 32 £48,250 -25.77% 8
North East +19 23 £64,000 -5.19% 2
South East -32 20 £75,000 +15.38% 8
East of England +17 19 £57,500 -28.13% 2
East Midlands -40 14 £44,100 -34.67% 5
Yorkshire +32 13 £40,000 -20.00% 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 33 (8.97%) Apache Airflow
2 23 (6.25%) Apache Spark
3 17 (4.62%) Confluence
4 13 (3.53%) SharePoint
5 11 (2.99%) Apache
6 7 (1.90%) SAS
7 3 (0.82%) MQSeries
7 3 (0.82%) Oracle HTTP Server
7 3 (0.82%) WebSphere
8 2 (0.54%) Microsoft Exchange
Applications
1 18 (4.89%) Microsoft Excel
2 7 (1.90%) Microsoft Office
3 3 (0.82%) Microsoft PowerPoint
4 2 (0.54%) MS Visio
Business Applications
1 9 (2.45%) Dynamics CRM
2 4 (1.09%) SAP S/4HANA
3 3 (0.82%) Maximo
4 1 (0.27%) Dynamics AX
4 1 (0.27%) SAP MDG
Cloud Services
1 147 (39.95%) Azure
2 110 (29.89%) Power Platform
3 69 (18.75%) AWS
4 64 (17.39%) Snowflake
5 39 (10.60%) dbt
6 38 (10.33%) GCP
7 37 (10.05%) Azure Data Factory
8 30 (8.15%) Azure Cosmos DB
8 30 (8.15%) Matillion
9 25 (6.79%) Power Automate
10 21 (5.71%) PowerApps
10 21 (5.71%) SaaS
10 21 (5.71%) Serverless
11 20 (5.43%) Azure DevOps
11 20 (5.43%) Microsoft 365
12 19 (5.16%) Amazon S3
13 18 (4.89%) GitHub
14 16 (4.35%) Amazon Kinesis
15 11 (2.99%) Azure Functions
15 11 (2.99%) Azure Logic Apps
Communications & Networking
1 3 (0.82%) DNS
1 3 (0.82%) HTTP
2 2 (0.54%) Internet
2 2 (0.54%) SSH
3 1 (0.27%) NAS
3 1 (0.27%) SAN
Database & Business Intelligence
1 120 (32.61%) Data Warehouse
2 103 (27.99%) Power BI
3 85 (23.10%) SQL Server
4 72 (19.57%) Data Lake
5 33 (8.97%) Tableau
6 32 (8.70%) Star Schema
7 30 (8.15%) Elasticsearch
8 25 (6.79%) SQL Server Integration Services
9 24 (6.52%) Big Data
10 20 (5.43%) Amazon Redshift
11 18 (4.89%) Data Mining
12 17 (4.62%) Azure SQL Database
13 16 (4.35%) PostgreSQL
14 15 (4.08%) Hadoop
14 15 (4.08%) Metadata
15 14 (3.80%) Apache Hive
16 13 (3.53%) NoSQL
17 12 (3.26%) SQL Server Analysis Services
18 11 (2.99%) Azure SQL Data Warehouse
18 11 (2.99%) Snowflake Schema
Development Applications
1 43 (11.68%) GitLab
2 25 (6.79%) Git
3 18 (4.89%) JIRA
4 9 (2.45%) Jenkins
5 8 (2.17%) CircleCI
6 6 (1.63%) ERwin
6 6 (1.63%) RStudio
6 6 (1.63%) SQL Server Management Studio (SSMS)
7 3 (0.82%) Team Foundation Server
7 3 (0.82%) Visual Studio
8 1 (0.27%) Bitbucket
8 1 (0.27%) Oracle Forms
8 1 (0.27%) Spinnaker
General
1 129 (35.05%) Social Skills
2 102 (27.72%) Finance
3 83 (22.55%) Analytical Skills
4 36 (9.78%) Inclusion and Diversity
5 24 (6.52%) Retail
6 16 (4.35%) Public Sector
7 15 (4.08%) Banking
7 15 (4.08%) Games
8 13 (3.53%) Presentation Skills
9 11 (2.99%) Marketing
10 10 (2.72%) Law
11 8 (2.17%) Retail Banking
12 6 (1.63%) Telecoms
13 5 (1.36%) Manufacturing
14 4 (1.09%) Influencing Skills
14 4 (1.09%) Legal
15 3 (0.82%) Electronics
16 2 (0.54%) Automotive
16 2 (0.54%) Financial Institution
16 2 (0.54%) General Ledger
Job Titles
1 128 (34.78%) Data Engineer
2 64 (17.39%) Analyst
3 50 (13.59%) Senior
4 38 (10.33%) Lead
5 35 (9.51%) Developer
6 33 (8.97%) Data Analyst
7 24 (6.52%) Senior Data Engineer
8 22 (5.98%) Lead Data Engineer
9 19 (5.16%) Data Manager
10 18 (4.89%) Business Intelligence Developer
11 17 (4.62%) AWS Data Engineer
11 17 (4.62%) AWS Engineer
12 16 (4.35%) Architect
13 15 (4.08%) Business Intelligence Analyst
13 15 (4.08%) Power BI Developer
13 15 (4.08%) Transformation Manager
14 14 (3.80%) Data Architect
15 12 (3.26%) Project Manager
16 11 (2.99%) Power Platform Developer
17 10 (2.72%) Senior Analyst
Libraries, Frameworks & Software Standards
1 17 (4.62%) .NET
2 14 (3.80%) PySpark
3 13 (3.53%) CSS
3 13 (3.53%) HTML
4 12 (3.26%) .NET Framework
4 12 (3.26%) Kafka
5 11 (2.99%) ASP.NET
5 11 (2.99%) ASP.NET MVC
5 11 (2.99%) Entity Framework
5 11 (2.99%) HTML5 Canvas
5 11 (2.99%) XML
6 10 (2.72%) Apache Beam
6 10 (2.72%) JSON
6 10 (2.72%) REST
7 9 (2.45%) Spark Streaming
8 8 (2.17%) Apache Avro
9 7 (1.90%) PyTorch
9 7 (1.90%) SOAP
9 7 (1.90%) TensorFlow
10 5 (1.36%) Pandas
Miscellaneous
1 48 (13.04%) Data Structures
2 42 (11.41%) Self-Motivation
3 23 (6.25%) Product Ownership
4 13 (3.53%) Client/Server
4 13 (3.53%) Online Games
5 12 (3.26%) Enterprise Cloud
6 11 (2.99%) Enterprise Software
6 11 (2.99%) Greenfield Project
6 11 (2.99%) Low-Code
6 11 (2.99%) Reference Data
7 10 (2.72%) Management Information System
8 9 (2.45%) Analytical Mindset
8 9 (2.45%) Cloud Native
9 8 (2.17%) Distributed Applications
9 8 (2.17%) Distributed Systems
9 8 (2.17%) Public Cloud
10 7 (1.90%) Clustering
10 7 (1.90%) Renewable Energy
10 7 (1.90%) Robotics
11 6 (1.63%) Data Centre
Operating Systems
1 21 (5.71%) Linux
2 6 (1.63%) Unix
3 1 (0.27%) Windows
Processes & Methodologies
1 144 (39.13%) Analytics
2 134 (36.41%) Data Modelling
3 120 (32.61%) Business Intelligence
3 120 (32.61%) ETL
4 119 (32.34%) Data Engineering
5 117 (31.79%) Problem-Solving
6 103 (27.99%) Agile
7 88 (23.91%) Data Pipeline
8 81 (22.01%) Data Integration
9 69 (18.75%) Data Analytics
10 67 (18.21%) Visualisation
11 56 (15.22%) Machine Learning
12 55 (14.95%) CI/CD
12 55 (14.95%) Data Governance
12 55 (14.95%) Data Science
12 55 (14.95%) Data Visualisation
12 55 (14.95%) Decision-Making
13 52 (14.13%) Data Management
14 50 (13.59%) Data Analysis
15 47 (12.77%) DevOps
Programming Languages
1 228 (61.96%) SQL
2 142 (38.59%) Python
3 28 (7.61%) Scala
4 21 (5.71%) R
5 20 (5.43%) Java
6 19 (5.16%) C#
7 17 (4.62%) T-SQL
8 13 (3.53%) JavaScript
9 11 (2.99%) Data Analysis Expressions
9 11 (2.99%) TypeScript
10 6 (1.63%) Shell Script
11 5 (1.36%) Perl
12 4 (1.09%) Kusto Query Language
12 4 (1.09%) PowerShell
13 3 (0.82%) C
13 3 (0.82%) VB.NET
14 2 (0.54%) PHP
14 2 (0.54%) VB
15 1 (0.27%) PL/SQL
Qualifications
1 31 (8.42%) Degree
2 19 (5.16%) Computer Science Degree
3 15 (4.08%) Microsoft Certification
4 8 (2.17%) Azure Certification
5 7 (1.90%) DBS Check
6 6 (1.63%) Security Cleared
7 4 (1.09%) ISTQB
7 4 (1.09%) MCSE
8 3 (0.82%) Master's Degree
8 3 (0.82%) SC Cleared
9 1 (0.27%) HNC
9 1 (0.27%) HND
9 1 (0.27%) MBA
9 1 (0.27%) MCSA
9 1 (0.27%) PMI Certification
Quality Assurance & Compliance
1 105 (28.53%) Data Quality
2 11 (2.99%) QA
3 4 (1.09%) GDPR
4 3 (0.82%) ISO/IEC 27001
System Software
1 9 (2.45%) HDFS
2 7 (1.90%) Docker
3 2 (0.54%) Apache Flume
4 1 (0.27%) Active Directory
4 1 (0.27%) NFS
4 1 (0.27%) VMware Infrastructure
Systems Management
1 14 (3.80%) Terraform
2 8 (2.17%) Kubernetes
3 7 (1.90%) Microsoft Intune
4 4 (1.09%) Ansible
Vendors
1 68 (18.48%) Microsoft
2 43 (11.68%) Databricks
3 16 (4.35%) Google
4 13 (3.53%) SAP
5 10 (2.72%) Alteryx
5 10 (2.72%) Cloudera
5 10 (2.72%) Teradata
6 9 (2.45%) IBM
6 9 (2.45%) Oracle
7 7 (1.90%) Dataiku
8 6 (1.63%) F5
9 5 (1.36%) ServiceNow
10 4 (1.09%) Informatica
10 4 (1.09%) Salesforce
11 2 (0.54%) Anaplan
11 2 (0.54%) Sybase
11 2 (0.54%) Talend
12 1 (0.27%) iManage
12 1 (0.27%) MuleSoft
12 1 (0.27%) SnapLogic