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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 483 480 533
Rank change year-on-year -3 +53 -17
Permanent jobs citing Data Transformation 364 533 809
As % of all permanent jobs advertised in England 0.43% 0.58% 0.62%
As % of the Processes & Methodologies category 0.50% 0.60% 0.65%
Number of salaries quoted 288 346 465
10th Percentile £35,000 £48,125 £42,500
25th Percentile £46,125 £57,813 £52,500
Median annual salary (50th Percentile) £64,500 £70,000 £67,500
Median % change year-on-year -7.86% +3.70% -
75th Percentile £88,125 £95,000 £87,500
90th Percentile £98,750 £112,500 £96,250
UK median annual salary £65,000 £67,500 £65,000
% change year-on-year -3.70% +3.85% -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 72,867 88,602 125,198
As % of all permanent jobs advertised in England 85.85% 95.64% 95.66%
Number of salaries quoted 53,758 52,331 73,895
10th Percentile £29,000 £34,250 £33,338
25th Percentile £39,750 £46,000 £44,250
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 28 April 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 28 April 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 +95 155 £80,000 -13.04% 46
North of England +19 74 £47,500 -9.52% 10
South West +2 44 £67,500 +12.50% 5
Midlands -33 43 £46,500 -31.11% 16
North West +27 37 £47,500 -14.03% 4
West Midlands +26 34 £48,250 -25.77% 8
North East +17 23 £64,000 -5.19% 4
East of England +19 20 £57,500 -28.13% 3
South East -37 20 £75,000 +15.38% 5
Yorkshire +44 14 £40,000 -20.00% 3
East Midlands -45 9 £44,100 -34.67% 8
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 34 (9.34%) Apache Airflow
2 20 (5.49%) Apache Spark
3 18 (4.95%) Confluence
4 14 (3.85%) SharePoint
5 11 (3.02%) Apache
6 8 (2.20%) SAS
7 3 (0.82%) MQSeries
7 3 (0.82%) Oracle HTTP Server
7 3 (0.82%) WebSphere
8 2 (0.55%) Microsoft Exchange
9 1 (0.27%) Jupyter
Applications
1 18 (4.95%) Microsoft Excel
2 7 (1.92%) Microsoft Office
3 3 (0.82%) Microsoft PowerPoint
4 2 (0.55%) MS Visio
Business Applications
1 9 (2.47%) Dynamics CRM
2 4 (1.10%) SAP S/4HANA
3 3 (0.82%) Maximo
4 1 (0.27%) Dynamics AX
4 1 (0.27%) SAP MDG
Cloud Services
1 154 (42.31%) Azure
2 111 (30.49%) Power Platform
3 70 (19.23%) AWS
4 66 (18.13%) Snowflake
5 40 (10.99%) Azure Data Factory
6 39 (10.71%) dbt
7 36 (9.89%) GCP
8 30 (8.24%) Azure Cosmos DB
8 30 (8.24%) Matillion
9 24 (6.59%) Power Automate
10 23 (6.32%) Serverless
11 22 (6.04%) Azure DevOps
11 22 (6.04%) PowerApps
12 21 (5.77%) Amazon S3
12 21 (5.77%) Microsoft 365
12 21 (5.77%) SaaS
13 18 (4.95%) GitHub
14 16 (4.40%) Amazon Kinesis
15 12 (3.30%) Azure Functions
15 12 (3.30%) Azure Logic Apps
Communications & Networking
1 3 (0.82%) DNS
1 3 (0.82%) HTTP
2 2 (0.55%) SSH
3 1 (0.27%) NAS
3 1 (0.27%) SAN
Database & Business Intelligence
1 118 (32.42%) Data Warehouse
2 106 (29.12%) Power BI
3 88 (24.18%) SQL Server
4 74 (20.33%) Data Lake
5 34 (9.34%) Tableau
6 32 (8.79%) Star Schema
7 30 (8.24%) Elasticsearch
8 26 (7.14%) SQL Server Integration Services
9 22 (6.04%) Amazon Redshift
10 21 (5.77%) Big Data
11 18 (4.95%) Azure SQL Database
11 18 (4.95%) Data Mining
12 17 (4.67%) Metadata
13 16 (4.40%) PostgreSQL
14 15 (4.12%) Hadoop
15 14 (3.85%) Apache Hive
15 14 (3.85%) NoSQL
16 13 (3.57%) SQL Server Analysis Services
17 11 (3.02%) Azure SQL Data Warehouse
17 11 (3.02%) Snowflake Schema
Development Applications
1 44 (12.09%) GitLab
2 25 (6.87%) Git
3 19 (5.22%) JIRA
4 9 (2.47%) Jenkins
5 8 (2.20%) CircleCI
6 7 (1.92%) ERwin
7 6 (1.65%) RStudio
7 6 (1.65%) SQL Server Management Studio (SSMS)
8 3 (0.82%) Team Foundation Server
8 3 (0.82%) Visual Studio
9 2 (0.55%) Bitbucket
10 1 (0.27%) Oracle Forms
10 1 (0.27%) Spinnaker
General
1 129 (35.44%) Social Skills
2 100 (27.47%) Finance
3 81 (22.25%) Analytical Skills
4 35 (9.62%) Inclusion and Diversity
5 23 (6.32%) Retail
6 17 (4.67%) Public Sector
7 15 (4.12%) Games
7 15 (4.12%) Presentation Skills
8 12 (3.30%) Banking
9 11 (3.02%) Marketing
10 8 (2.20%) Law
10 8 (2.20%) Retail Banking
11 6 (1.65%) Telecoms
12 5 (1.37%) Manufacturing
13 4 (1.10%) Influencing Skills
13 4 (1.10%) Legal
14 3 (0.82%) Electronics
14 3 (0.82%) Financial Institution
15 2 (0.55%) Automotive
15 2 (0.55%) General Ledger
Job Titles
1 127 (34.89%) Data Engineer
2 62 (17.03%) Analyst
3 50 (13.74%) Senior
4 38 (10.44%) Lead
5 36 (9.89%) Developer
6 32 (8.79%) Data Analyst
7 24 (6.59%) Senior Data Engineer
8 22 (6.04%) Lead Data Engineer
9 18 (4.95%) AWS Data Engineer
9 18 (4.95%) AWS Engineer
9 18 (4.95%) Business Intelligence Developer
9 18 (4.95%) Data Manager
10 17 (4.67%) Architect
11 15 (4.12%) Business Intelligence Analyst
11 15 (4.12%) Power BI Developer
12 14 (3.85%) Data Architect
12 14 (3.85%) Transformation Manager
13 12 (3.30%) Power Platform Developer
13 12 (3.30%) Project Manager
14 10 (2.75%) Azure Architect
Libraries, Frameworks & Software Standards
1 18 (4.95%) .NET
2 14 (3.85%) CSS
2 14 (3.85%) HTML
2 14 (3.85%) PySpark
3 13 (3.57%) .NET Framework
4 12 (3.30%) ASP.NET
4 12 (3.30%) ASP.NET MVC
4 12 (3.30%) Entity Framework
4 12 (3.30%) HTML5 Canvas
4 12 (3.30%) Kafka
5 11 (3.02%) XML
6 10 (2.75%) Apache Beam
6 10 (2.75%) JSON
6 10 (2.75%) REST
7 9 (2.47%) Spark Streaming
8 8 (2.20%) Apache Avro
9 7 (1.92%) PyTorch
9 7 (1.92%) SOAP
9 7 (1.92%) TensorFlow
10 5 (1.37%) Pandas
Miscellaneous
1 43 (11.81%) Data Structures
2 42 (11.54%) Self-Motivation
3 19 (5.22%) Product Ownership
4 13 (3.57%) Client/Server
4 13 (3.57%) Enterprise Cloud
4 13 (3.57%) Online Games
5 12 (3.30%) Enterprise Software
5 12 (3.30%) Low-Code
6 11 (3.02%) Greenfield Project
7 10 (2.75%) Management Information System
8 9 (2.47%) Cloud Native
8 9 (2.47%) Distributed Systems
8 9 (2.47%) Reference Data
9 8 (2.20%) Distributed Applications
10 7 (1.92%) Analytical Mindset
10 7 (1.92%) Clustering
11 6 (1.65%) Data Centre
11 6 (1.65%) Public Cloud
12 5 (1.37%) Hybrid Cloud
12 5 (1.37%) Robotics
Operating Systems
1 16 (4.40%) Linux
2 6 (1.65%) Unix
3 1 (0.27%) Windows
Processes & Methodologies
1 144 (39.56%) Analytics
2 132 (36.26%) Data Modelling
3 124 (34.07%) ETL
4 121 (33.24%) Business Intelligence
5 116 (31.87%) Data Engineering
6 114 (31.32%) Problem-Solving
7 100 (27.47%) Agile
8 84 (23.08%) Data Pipeline
9 83 (22.80%) Data Integration
10 68 (18.68%) Data Analytics
11 67 (18.41%) Visualisation
12 58 (15.93%) Data Science
13 56 (15.38%) CI/CD
14 55 (15.11%) Data Visualisation
15 54 (14.84%) Machine Learning
16 52 (14.29%) Data Analysis
16 52 (14.29%) Decision-Making
17 51 (14.01%) Data Management
18 50 (13.74%) Data Governance
18 50 (13.74%) DevOps
Programming Languages
1 228 (62.64%) SQL
2 142 (39.01%) Python
3 29 (7.97%) Scala
4 23 (6.32%) R
5 20 (5.49%) C#
5 20 (5.49%) Java
6 18 (4.95%) T-SQL
7 14 (3.85%) JavaScript
8 12 (3.30%) TypeScript
9 11 (3.02%) Data Analysis Expressions
10 6 (1.65%) Shell Script
11 5 (1.37%) Perl
12 4 (1.10%) Kusto Query Language
12 4 (1.10%) PowerShell
13 3 (0.82%) C
13 3 (0.82%) VB.NET
14 2 (0.55%) PHP
14 2 (0.55%) VB
15 1 (0.27%) PL/SQL
Qualifications
1 31 (8.52%) Degree
2 19 (5.22%) Computer Science Degree
3 17 (4.67%) Microsoft Certification
4 8 (2.20%) Azure Certification
5 6 (1.65%) Security Cleared
6 4 (1.10%) ISTQB
6 4 (1.10%) MCSE
7 3 (0.82%) Master's Degree
7 3 (0.82%) SC Cleared
8 2 (0.55%) DBS Check
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
1 100 (27.47%) Data Quality
2 11 (3.02%) QA
3 4 (1.10%) GDPR
4 3 (0.82%) ISO/IEC 27001
System Software
1 9 (2.47%) HDFS
2 7 (1.92%) Docker
3 2 (0.55%) Apache Flume
4 1 (0.27%) Active Directory
4 1 (0.27%) NFS
4 1 (0.27%) VMware Infrastructure
Systems Management
1 14 (3.85%) Terraform
2 8 (2.20%) Kubernetes
3 7 (1.92%) Microsoft Intune
4 4 (1.10%) Ansible
Vendors
1 69 (18.96%) Microsoft
2 43 (11.81%) Databricks
3 15 (4.12%) Google
4 14 (3.85%) SAP
5 11 (3.02%) Teradata
6 10 (2.75%) Alteryx
6 10 (2.75%) Cloudera
6 10 (2.75%) IBM
7 9 (2.47%) Oracle
8 7 (1.92%) Dataiku
9 6 (1.65%) F5
10 5 (1.37%) Informatica
10 5 (1.37%) ServiceNow
11 4 (1.10%) Salesforce
12 2 (0.55%) Sybase
12 2 (0.55%) Talend
13 1 (0.27%) Anaplan
13 1 (0.27%) Hortonworks
13 1 (0.27%) HubSpot
13 1 (0.27%) Workday