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

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 497 495 524
Rank change year-on-year -2 +29 -12
Permanent jobs citing Data Transformation 361 548 800
As % of all permanent jobs advertised in England 0.43% 0.58% 0.61%
As % of the Processes & Methodologies category 0.49% 0.61% 0.64%
Number of salaries quoted 287 358 459
10th Percentile £35,000 £47,500 £42,500
25th Percentile £46,000 £56,375 £52,500
Median annual salary (50th Percentile) £64,000 £70,000 £67,500
Median % change year-on-year -8.57% +3.70% -
75th Percentile £87,500 £95,000 £87,500
90th Percentile £98,750 £115,000 £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 72,981 89,600 124,867
As % of all permanent jobs advertised in England 85.92% 95.65% 95.66%
Number of salaries quoted 53,915 52,820 73,594
10th Percentile £29,000 £34,250 £33,306
25th Percentile £39,750 £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 £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,700 £60,000
% change year-on-year -10.86% +2.83% +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 25 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 25 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 +81 154 £78,750 -12.50% 47
North of England +24 74 £47,500 -9.52% 8
South West 0 43 £67,500 +12.50% 4
Midlands -31 42 £46,500 -31.11% 15
North West +23 37 £47,500 -14.03% 2
West Midlands +15 34 £48,250 -21.22% 6
North East +21 23 £64,000 -5.19% 4
East of England +34 20 £57,500 -28.13% 2
South East -40 20 £75,000 +15.38% 5
Yorkshire +38 14 £40,000 -20.00% 3
East Midlands -50 8 £44,100 -34.67% 9
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 (9.42%) Apache Airflow
2 19 (5.26%) Apache Spark
3 18 (4.99%) Confluence
4 14 (3.88%) SharePoint
5 11 (3.05%) Apache
6 8 (2.22%) SAS
7 3 (0.83%) MQSeries
7 3 (0.83%) Oracle HTTP Server
7 3 (0.83%) WebSphere
8 2 (0.55%) Microsoft Exchange
9 1 (0.28%) Jupyter
Applications
1 18 (4.99%) Microsoft Excel
2 7 (1.94%) Microsoft Office
3 3 (0.83%) Microsoft PowerPoint
4 2 (0.55%) MS Visio
Business Applications
1 9 (2.49%) Dynamics CRM
2 4 (1.11%) SAP S/4HANA
3 3 (0.83%) Maximo
4 1 (0.28%) Dynamics AX
4 1 (0.28%) SAP MDG
Cloud Services
1 154 (42.66%) Azure
2 110 (30.47%) Power Platform
3 70 (19.39%) AWS
4 66 (18.28%) Snowflake
5 40 (11.08%) Azure Data Factory
6 39 (10.80%) dbt
7 36 (9.97%) GCP
8 30 (8.31%) Azure Cosmos DB
8 30 (8.31%) Matillion
9 23 (6.37%) Power Automate
9 23 (6.37%) Serverless
10 22 (6.09%) Azure DevOps
10 22 (6.09%) PowerApps
11 21 (5.82%) Amazon S3
11 21 (5.82%) Microsoft 365
11 21 (5.82%) SaaS
12 18 (4.99%) GitHub
13 16 (4.43%) Amazon Kinesis
14 12 (3.32%) Azure Functions
14 12 (3.32%) Azure Synapse Analytics
Communications & Networking
1 3 (0.83%) DNS
1 3 (0.83%) HTTP
2 2 (0.55%) SSH
3 1 (0.28%) NAS
3 1 (0.28%) SAN
Database & Business Intelligence
1 117 (32.41%) Data Warehouse
2 106 (29.36%) Power BI
3 88 (24.38%) SQL Server
4 74 (20.50%) Data Lake
5 34 (9.42%) Tableau
6 32 (8.86%) Star Schema
7 30 (8.31%) Elasticsearch
8 26 (7.20%) SQL Server Integration Services
9 22 (6.09%) Amazon Redshift
10 20 (5.54%) Big Data
11 18 (4.99%) Azure SQL Database
11 18 (4.99%) Data Mining
12 17 (4.71%) Metadata
13 16 (4.43%) PostgreSQL
14 15 (4.16%) Hadoop
15 14 (3.88%) Apache Hive
15 14 (3.88%) NoSQL
16 13 (3.60%) SQL Server Analysis Services
17 11 (3.05%) Azure SQL Data Warehouse
17 11 (3.05%) Snowflake Schema
Development Applications
1 44 (12.19%) GitLab
2 25 (6.93%) Git
3 19 (5.26%) JIRA
4 9 (2.49%) Jenkins
5 8 (2.22%) CircleCI
6 7 (1.94%) ERwin
7 6 (1.66%) RStudio
7 6 (1.66%) SQL Server Management Studio (SSMS)
8 3 (0.83%) Team Foundation Server
8 3 (0.83%) Visual Studio
9 2 (0.55%) Bitbucket
10 1 (0.28%) Oracle Forms
10 1 (0.28%) Spinnaker
General
1 128 (35.46%) Social Skills
2 99 (27.42%) Finance
3 80 (22.16%) Analytical Skills
4 34 (9.42%) Inclusion and Diversity
5 23 (6.37%) Retail
6 17 (4.71%) Public Sector
7 15 (4.16%) Games
7 15 (4.16%) Presentation Skills
8 12 (3.32%) Banking
9 10 (2.77%) Marketing
10 8 (2.22%) Retail Banking
11 7 (1.94%) Law
12 6 (1.66%) Telecoms
13 5 (1.39%) Manufacturing
14 4 (1.11%) Influencing Skills
14 4 (1.11%) Legal
15 3 (0.83%) Electronics
15 3 (0.83%) Financial Institution
16 2 (0.55%) Automotive
16 2 (0.55%) General Ledger
Job Titles
1 126 (34.90%) Data Engineer
2 61 (16.90%) Analyst
3 49 (13.57%) Senior
4 38 (10.53%) Lead
5 36 (9.97%) Developer
6 31 (8.59%) Data Analyst
7 24 (6.65%) Senior Data Engineer
8 22 (6.09%) Lead Data Engineer
9 18 (4.99%) AWS Data Engineer
9 18 (4.99%) AWS Engineer
9 18 (4.99%) Business Intelligence Developer
9 18 (4.99%) Data Manager
10 17 (4.71%) Architect
11 15 (4.16%) Business Intelligence Analyst
11 15 (4.16%) Power BI Developer
12 14 (3.88%) Data Architect
12 14 (3.88%) Transformation Manager
13 12 (3.32%) Power Platform Developer
13 12 (3.32%) Project Manager
14 10 (2.77%) Azure Architect
Libraries, Frameworks & Software Standards
1 18 (4.99%) .NET
2 14 (3.88%) CSS
2 14 (3.88%) HTML
2 14 (3.88%) PySpark
3 13 (3.60%) .NET Framework
4 12 (3.32%) ASP.NET
4 12 (3.32%) ASP.NET MVC
4 12 (3.32%) Entity Framework
4 12 (3.32%) HTML5 Canvas
4 12 (3.32%) Kafka
5 11 (3.05%) XML
6 10 (2.77%) Apache Beam
6 10 (2.77%) JSON
6 10 (2.77%) REST
7 9 (2.49%) Spark Streaming
8 8 (2.22%) Apache Avro
9 7 (1.94%) PyTorch
9 7 (1.94%) SOAP
9 7 (1.94%) TensorFlow
10 5 (1.39%) Pandas
Miscellaneous
1 42 (11.63%) Data Structures
1 42 (11.63%) Self-Motivation
2 18 (4.99%) Product Ownership
3 13 (3.60%) Client/Server
3 13 (3.60%) Enterprise Cloud
3 13 (3.60%) Online Games
4 12 (3.32%) Enterprise Software
4 12 (3.32%) Low-Code
5 11 (3.05%) Greenfield Project
6 10 (2.77%) Management Information System
7 9 (2.49%) Cloud Native
7 9 (2.49%) Distributed Systems
7 9 (2.49%) Reference Data
8 8 (2.22%) Distributed Applications
9 7 (1.94%) Clustering
10 6 (1.66%) Analytical Mindset
10 6 (1.66%) Data Centre
10 6 (1.66%) Public Cloud
11 5 (1.39%) Hybrid Cloud
11 5 (1.39%) Mainframe
Operating Systems
1 15 (4.16%) Linux
2 6 (1.66%) Unix
3 1 (0.28%) Windows
Processes & Methodologies
1 143 (39.61%) Analytics
2 130 (36.01%) Data Modelling
3 124 (34.35%) ETL
4 120 (33.24%) Business Intelligence
5 114 (31.58%) Data Engineering
6 113 (31.30%) Problem-Solving
7 98 (27.15%) Agile
8 83 (22.99%) Data Integration
8 83 (22.99%) Data Pipeline
9 67 (18.56%) Data Analytics
9 67 (18.56%) Visualisation
10 58 (16.07%) Data Science
11 56 (15.51%) CI/CD
12 55 (15.24%) Data Visualisation
13 54 (14.96%) Machine Learning
14 52 (14.40%) Data Analysis
15 51 (14.13%) Decision-Making
16 50 (13.85%) Data Management
16 50 (13.85%) DevOps
17 49 (13.57%) Data Governance
Programming Languages
1 226 (62.60%) SQL
2 141 (39.06%) Python
3 29 (8.03%) Scala
4 23 (6.37%) R
5 20 (5.54%) C#
5 20 (5.54%) Java
6 18 (4.99%) T-SQL
7 14 (3.88%) JavaScript
8 12 (3.32%) TypeScript
9 11 (3.05%) Data Analysis Expressions
10 6 (1.66%) Shell Script
11 5 (1.39%) Perl
12 4 (1.11%) Kusto Query Language
12 4 (1.11%) PowerShell
13 3 (0.83%) C
13 3 (0.83%) VB.NET
14 2 (0.55%) PHP
14 2 (0.55%) VB
15 1 (0.28%) PL/SQL
Qualifications
1 31 (8.59%) Degree
2 19 (5.26%) Computer Science Degree
3 17 (4.71%) Microsoft Certification
4 8 (2.22%) Azure Certification
5 6 (1.66%) Security Cleared
6 4 (1.11%) ISTQB
6 4 (1.11%) MCSE
7 3 (0.83%) Master's Degree
7 3 (0.83%) SC Cleared
8 1 (0.28%) DBS Check
8 1 (0.28%) HNC
8 1 (0.28%) HND
8 1 (0.28%) MBA
8 1 (0.28%) MCSA
8 1 (0.28%) PMI Certification
Quality Assurance & Compliance
1 99 (27.42%) Data Quality
2 11 (3.05%) QA
3 4 (1.11%) GDPR
4 3 (0.83%) ISO/IEC 27001
System Software
1 9 (2.49%) HDFS
2 7 (1.94%) Docker
3 2 (0.55%) Apache Flume
4 1 (0.28%) Active Directory
4 1 (0.28%) NFS
4 1 (0.28%) VMware Infrastructure
Systems Management
1 14 (3.88%) Terraform
2 8 (2.22%) Kubernetes
3 7 (1.94%) Microsoft Intune
4 4 (1.11%) Ansible
Vendors
1 68 (18.84%) Microsoft
2 42 (11.63%) Databricks
3 15 (4.16%) Google
4 14 (3.88%) SAP
5 11 (3.05%) Teradata
6 10 (2.77%) Alteryx
6 10 (2.77%) Cloudera
6 10 (2.77%) IBM
7 9 (2.49%) Oracle
8 7 (1.94%) Dataiku
9 6 (1.66%) F5
10 5 (1.39%) Informatica
10 5 (1.39%) ServiceNow
11 4 (1.11%) Salesforce
12 2 (0.55%) Sybase
12 2 (0.55%) Talend
13 1 (0.28%) Anaplan
13 1 (0.28%) Hortonworks
13 1 (0.28%) HubSpot
13 1 (0.28%) Intapp