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

6 months to
18 Apr 2024
Same period 2023 Same period 2022
Rank 490 494 527
Rank change year-on-year +4 +33 +10
Permanent jobs citing Data Transformation 359 552 782
As % of all permanent jobs advertised in England 0.43% 0.58% 0.60%
As % of the Processes & Methodologies category 0.49% 0.61% 0.63%
Number of salaries quoted 288 365 460
10th Percentile £35,000 £46,350 £41,750
25th Percentile £46,250 £55,250 £52,500
Median annual salary (50th Percentile) £65,000 £68,823 £67,500
Median % change year-on-year -5.55% +1.96% -
75th Percentile £88,125 £91,250 £87,500
90th Percentile £100,000 £113,000 £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 72,526 91,222 123,978
As % of all permanent jobs advertised in England 86.13% 95.69% 95.54%
Number of salaries quoted 53,873 53,659 74,247
10th Percentile £29,000 £34,324 £33,250
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 £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 18 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 18 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 +109 157 £78,750 -12.50% 46
North of England +36 74 £47,500 -9.52% 10
Midlands -29 42 £46,500 -31.11% 16
South West +3 38 £67,500 +12.50% 7
North West +17 37 £47,500 -9.52% 2
West Midlands +34 33 £46,500 -19.13% 10
North East +16 22 £64,000 -5.19% 4
East of England +34 20 £57,500 -28.13% 3
South East -29 20 £75,000 +15.38% 8
Yorkshire +31 15 £41,250 -17.50% 5
East Midlands -47 9 £44,100 -34.67% 6
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 (9.47%) Apache Airflow
2 19 (5.29%) Apache Spark
3 18 (5.01%) Confluence
4 15 (4.18%) SharePoint
5 11 (3.06%) Apache
6 8 (2.23%) SAS
7 3 (0.84%) MQSeries
7 3 (0.84%) Oracle HTTP Server
7 3 (0.84%) WebSphere
8 2 (0.56%) Microsoft Exchange
9 1 (0.28%) IBM HTTP Server
9 1 (0.28%) Jupyter
Applications
1 18 (5.01%) Microsoft Excel
2 7 (1.95%) Microsoft Office
3 3 (0.84%) Microsoft PowerPoint
4 2 (0.56%) MS Visio
Business Applications
1 9 (2.51%) Dynamics CRM
2 4 (1.11%) SAP S/4HANA
3 3 (0.84%) Maximo
4 1 (0.28%) Dynamics AX
4 1 (0.28%) SAP MDG
Cloud Services
1 153 (42.62%) Azure
2 108 (30.08%) Power Platform
3 72 (20.06%) AWS
4 67 (18.66%) Snowflake
5 39 (10.86%) Azure Data Factory
5 39 (10.86%) dbt
6 36 (10.03%) GCP
7 30 (8.36%) Azure Cosmos DB
7 30 (8.36%) Matillion
8 26 (7.24%) Serverless
9 23 (6.41%) Azure DevOps
9 23 (6.41%) PowerApps
10 22 (6.13%) Amazon S3
10 22 (6.13%) SaaS
11 20 (5.57%) Microsoft 365
11 20 (5.57%) Power Automate
12 18 (5.01%) GitHub
13 17 (4.74%) Amazon Kinesis
14 13 (3.62%) Azure Functions
14 13 (3.62%) Azure Synapse Analytics
Communications & Networking
1 3 (0.84%) DNS
1 3 (0.84%) HTTP
2 2 (0.56%) SSH
3 1 (0.28%) NAS
3 1 (0.28%) SAN
Database & Business Intelligence
1 116 (32.31%) Data Warehouse
2 108 (30.08%) Power BI
3 90 (25.07%) SQL Server
4 75 (20.89%) Data Lake
5 34 (9.47%) Tableau
6 32 (8.91%) Star Schema
7 30 (8.36%) Elasticsearch
8 26 (7.24%) SQL Server Integration Services
9 23 (6.41%) Amazon Redshift
10 20 (5.57%) Big Data
11 18 (5.01%) Azure SQL Database
11 18 (5.01%) Data Mining
11 18 (5.01%) Metadata
12 16 (4.46%) PostgreSQL
13 15 (4.18%) Hadoop
14 14 (3.90%) Apache Hive
14 14 (3.90%) NoSQL
14 14 (3.90%) SQL Server Analysis Services
15 11 (3.06%) Azure SQL Data Warehouse
15 11 (3.06%) Snowflake Schema
Development Applications
1 44 (12.26%) GitLab
2 25 (6.96%) Git
3 19 (5.29%) JIRA
4 9 (2.51%) Jenkins
5 8 (2.23%) CircleCI
6 7 (1.95%) ERwin
7 6 (1.67%) RStudio
7 6 (1.67%) SQL Server Management Studio (SSMS)
8 3 (0.84%) Team Foundation Server
8 3 (0.84%) Visual Studio
9 2 (0.56%) Bitbucket
10 1 (0.28%) Oracle Forms
10 1 (0.28%) Spinnaker
General
1 123 (34.26%) Social Skills
2 97 (27.02%) Finance
3 79 (22.01%) Analytical Skills
4 32 (8.91%) Inclusion and Diversity
5 23 (6.41%) Retail
6 19 (5.29%) Public Sector
7 16 (4.46%) Presentation Skills
8 15 (4.18%) Games
9 12 (3.34%) Banking
10 8 (2.23%) Retail Banking
11 7 (1.95%) Marketing
12 6 (1.67%) Telecoms
13 5 (1.39%) Legal
13 5 (1.39%) Manufacturing
14 4 (1.11%) Influencing Skills
15 3 (0.84%) Electronics
15 3 (0.84%) Financial Institution
15 3 (0.84%) Law
16 2 (0.56%) Automotive
16 2 (0.56%) General Ledger
Job Titles
1 127 (35.38%) Data Engineer
2 61 (16.99%) Analyst
3 48 (13.37%) Senior
4 39 (10.86%) Lead
5 37 (10.31%) Developer
6 31 (8.64%) Data Analyst
7 24 (6.69%) Senior Data Engineer
8 22 (6.13%) Lead Data Engineer
9 20 (5.57%) AWS Data Engineer
9 20 (5.57%) AWS Engineer
10 18 (5.01%) Business Intelligence Developer
10 18 (5.01%) Data Manager
11 17 (4.74%) Architect
12 15 (4.18%) Business Intelligence Analyst
12 15 (4.18%) Power BI Developer
13 14 (3.90%) Data Architect
13 14 (3.90%) Transformation Manager
14 13 (3.62%) Power Platform Developer
15 12 (3.34%) Project Manager
16 10 (2.79%) Azure Architect
Libraries, Frameworks & Software Standards
1 19 (5.29%) .NET
2 15 (4.18%) CSS
2 15 (4.18%) HTML
2 15 (4.18%) PySpark
3 14 (3.90%) .NET Framework
4 13 (3.62%) ASP.NET
4 13 (3.62%) ASP.NET MVC
4 13 (3.62%) Entity Framework
4 13 (3.62%) HTML5 Canvas
5 12 (3.34%) Kafka
6 11 (3.06%) XML
7 10 (2.79%) Apache Beam
7 10 (2.79%) JSON
7 10 (2.79%) REST
8 9 (2.51%) Spark Streaming
9 8 (2.23%) Apache Avro
10 7 (1.95%) PyTorch
10 7 (1.95%) SOAP
10 7 (1.95%) TensorFlow
11 5 (1.39%) Pandas
Miscellaneous
1 42 (11.70%) Data Structures
1 42 (11.70%) Self-Motivation
2 14 (3.90%) Enterprise Cloud
2 14 (3.90%) Product Ownership
3 13 (3.62%) Client/Server
3 13 (3.62%) Enterprise Software
3 13 (3.62%) Low-Code
3 13 (3.62%) Online Games
4 12 (3.34%) Greenfield Project
5 10 (2.79%) Distributed Systems
5 10 (2.79%) Management Information System
6 9 (2.51%) Cloud Native
6 9 (2.51%) Reference Data
7 8 (2.23%) Distributed Applications
8 7 (1.95%) Clustering
9 6 (1.67%) Data Centre
9 6 (1.67%) Public Cloud
10 5 (1.39%) Hybrid Cloud
10 5 (1.39%) Mainframe
11 4 (1.11%) IoT
Operating Systems
1 15 (4.18%) Linux
2 6 (1.67%) Unix
3 1 (0.28%) Windows
Processes & Methodologies
1 140 (39.00%) Analytics
2 130 (36.21%) Data Modelling
3 126 (35.10%) ETL
4 117 (32.59%) Business Intelligence
5 116 (32.31%) Data Engineering
6 108 (30.08%) Problem-Solving
7 93 (25.91%) Agile
8 86 (23.96%) Data Integration
9 83 (23.12%) Data Pipeline
10 67 (18.66%) Visualisation
11 64 (17.83%) Data Analytics
12 59 (16.43%) Data Science
13 56 (15.60%) CI/CD
14 55 (15.32%) Data Visualisation
14 55 (15.32%) Machine Learning
15 52 (14.48%) Data Analysis
16 51 (14.21%) Decision-Making
16 51 (14.21%) DevOps
17 50 (13.93%) Data Management
18 47 (13.09%) Data Governance
Programming Languages
1 227 (63.23%) SQL
2 143 (39.83%) Python
3 30 (8.36%) Scala
4 25 (6.96%) R
5 22 (6.13%) C#
6 20 (5.57%) Java
7 18 (5.01%) T-SQL
8 15 (4.18%) JavaScript
9 13 (3.62%) TypeScript
10 11 (3.06%) Data Analysis Expressions
11 6 (1.67%) Shell Script
12 5 (1.39%) Perl
13 4 (1.11%) Kusto Query Language
13 4 (1.11%) PowerShell
14 3 (0.84%) C
14 3 (0.84%) VB.NET
15 2 (0.56%) PHP
15 2 (0.56%) VB
16 1 (0.28%) MATLAB
16 1 (0.28%) PL/SQL
Qualifications
1 32 (8.91%) Degree
2 20 (5.57%) Computer Science Degree
3 19 (5.29%) Microsoft Certification
4 8 (2.23%) Azure Certification
5 6 (1.67%) Security Cleared
6 4 (1.11%) ISTQB
6 4 (1.11%) MCSE
7 3 (0.84%) Master's Degree
7 3 (0.84%) 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
1 101 (28.13%) Data Quality
2 11 (3.06%) QA
3 4 (1.11%) GDPR
4 3 (0.84%) ISO/IEC 27001
System Software
1 9 (2.51%) HDFS
2 7 (1.95%) Docker
3 2 (0.56%) Apache Flume
4 1 (0.28%) Active Directory
4 1 (0.28%) NFS
4 1 (0.28%) VMware Infrastructure
Systems Management
1 14 (3.90%) Terraform
2 8 (2.23%) Kubernetes
3 5 (1.39%) Microsoft Intune
4 4 (1.11%) Ansible
Vendors
1 65 (18.11%) Microsoft
2 43 (11.98%) Databricks
3 15 (4.18%) Google
4 14 (3.90%) SAP
5 11 (3.06%) Teradata
6 10 (2.79%) Alteryx
6 10 (2.79%) Cloudera
6 10 (2.79%) IBM
7 9 (2.51%) Oracle
8 7 (1.95%) Dataiku
9 6 (1.67%) F5
10 5 (1.39%) Informatica
10 5 (1.39%) ServiceNow
11 4 (1.11%) Salesforce
12 2 (0.56%) Sybase
12 2 (0.56%) Talend
13 1 (0.28%) Anaplan
13 1 (0.28%) Hortonworks
13 1 (0.28%) HubSpot
13 1 (0.28%) Intapp