Data Transformation Jobs with Hybrid/Remote/WFH Options

Data Transformation
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Data Transformation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Transformation over the 6 months leading up to 4 May 2025, comparing them to the same period in the previous two years.

6 months to
4 May 2025
Same period 2024 Same period 2023
Rank 323 426 386
Rank change year-on-year +103 -40 +128
Permanent jobs citing Data Transformation 92 163 321
As % of all permanent jobs with a WFH option 0.60% 0.48% 0.76%
As % of the Processes & Methodologies category 0.64% 0.53% 0.79%
Number of salaries quoted 50 123 207
10th Percentile £45,000 £35,000 £50,750
25th Percentile £52,500 £41,703 £57,500
Median annual salary (50th Percentile) £65,000 £64,000 £67,500
Median % change year-on-year +1.56% -5.19% +12.50%
75th Percentile £78,750 £94,375 £80,625
90th Percentile £100,000 £111,000 £107,750
UK median annual salary £72,500 £65,000 £67,500
% change year-on-year +11.54% -3.70% +3.85%

All Process and Methodology Skills
Work from Home

Data Transformation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 14,284 31,001 40,855
As % of all permanent jobs with a WFH option 93.23% 91.62% 96.10%
Number of salaries quoted 9,786 23,546 28,388
10th Percentile £30,000 £33,759 £37,500
25th Percentile £45,000 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £57,500 £62,500
Median % change year-on-year +4.35% -8.00% +4.17%
75th Percentile £77,500 £75,000 £82,500
90th Percentile £102,500 £95,000 £100,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

Data Transformation
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Transformation as a proportion of all IT jobs advertised.

Data Transformation trend for jobs with Hybrid/Remote/WFH options

Data Transformation
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Data Transformation.

Data Transformation salary trend for jobs with a WFH option

Data Transformation
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Data Transformation over the 6 months to 4 May 2025.

Data Transformation salary histogram for jobs with a WFH option

Data Transformation
Co-occurring Skills and Capabilities with WFH Options 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 5 (5.43%) Apache Spark
2 2 (2.17%) Apache Airflow
3 1 (1.09%) Oracle Application Server
Applications
1 2 (2.17%) Microsoft Excel
Business Applications
1 2 (2.17%) Dynamics CRM
2 1 (1.09%) SAP S/4HANA
Cloud Services
1 33 (35.87%) Azure
2 26 (28.26%) AWS
3 24 (26.09%) Power Platform
4 16 (17.39%) Snowflake
5 12 (13.04%) Amazon SageMaker
6 9 (9.78%) Azure Data Factory
7 8 (8.70%) dbt
8 6 (6.52%) AWS Lambda
8 6 (6.52%) Serverless
9 5 (5.43%) GitHub
10 4 (4.35%) Adobe Analytics
10 4 (4.35%) Amazon S3
10 4 (4.35%) GCP
10 4 (4.35%) Power Automate
10 4 (4.35%) PowerApps
11 3 (3.26%) Amazon EC2
11 3 (3.26%) Azure Logic Apps
11 3 (3.26%) Azure Synapse Analytics
11 3 (3.26%) Dynamics 365
12 2 (2.17%) SaaS
Communications & Networking
1 2 (2.17%) ADSL
1 2 (2.17%) Internet
Database & Business Intelligence
1 24 (26.09%) Power BI
2 18 (19.57%) Data Warehouse
2 18 (19.57%) Tableau
3 7 (7.61%) Power Query
3 7 (7.61%) Spark SQL
4 5 (5.43%) Big Data
4 5 (5.43%) Looker
4 5 (5.43%) PostgreSQL
5 4 (4.35%) BigQuery
5 4 (4.35%) Metabase
5 4 (4.35%) MySQL
5 4 (4.35%) PowerPivot
6 3 (3.26%) Amazon Athena
6 3 (3.26%) Amazon Redshift
6 3 (3.26%) Data Lake
6 3 (3.26%) Metadata
6 3 (3.26%) Parquet
6 3 (3.26%) Snowflake Schema
6 3 (3.26%) SQL Server
7 2 (2.17%) Electronic Patient Records
Development Applications
1 3 (3.26%) Git
1 3 (3.26%) GitLab
1 3 (3.26%) JIRA
2 2 (2.17%) Jenkins
2 2 (2.17%) TeamCity
3 1 (1.09%) Rational Rhapsody
3 1 (1.09%) Visual Studio
General
1 34 (36.96%) Social Skills
2 26 (28.26%) Analytical Skills
3 15 (16.30%) Finance
4 11 (11.96%) Manufacturing
5 10 (10.87%) Retail
6 9 (9.78%) Pharmaceutical
7 8 (8.70%) Marketing
8 5 (5.43%) Inclusion and Diversity
8 5 (5.43%) Presentation Skills
9 4 (4.35%) Games
10 3 (3.26%) Advertising
11 2 (2.17%) Multimedia
12 1 (1.09%) Billing
12 1 (1.09%) Financial Institution
12 1 (1.09%) Influencing Skills
12 1 (1.09%) Law
12 1 (1.09%) Organisational Skills
12 1 (1.09%) Police
12 1 (1.09%) Public Sector
12 1 (1.09%) Telecoms
Job Titles
1 23 (25.00%) Data Engineer
2 16 (17.39%) Analyst
3 11 (11.96%) Lead
3 11 (11.96%) Senior
4 10 (10.87%) Business Analyst
4 10 (10.87%) Data Manager
5 6 (6.52%) Analytics Manager
5 6 (6.52%) Data Analyst
6 5 (5.43%) Developer
6 5 (5.43%) Junior
6 5 (5.43%) Junior Data Engineer
6 5 (5.43%) Senior Data Engineer
7 4 (4.35%) Business Intelligence Developer
8 3 (3.26%) Architect
8 3 (3.26%) Consultant
8 3 (3.26%) Engineering Manager
8 3 (3.26%) Integration Engineer
8 3 (3.26%) Lead Data Engineer
8 3 (3.26%) Solutions Architect
9 2 (2.17%) Snowflake Developer
Libraries, Frameworks & Software Standards
1 13 (14.13%) PySpark
2 10 (10.87%) Keras
2 10 (10.87%) PyTorch
2 10 (10.87%) scikit-learn
2 10 (10.87%) TensorFlow
3 9 (9.78%) NumPy
4 4 (4.35%) REST
4 4 (4.35%) SOAP
5 3 (3.26%) XGBoost
5 3 (3.26%) XML
6 2 (2.17%) Apache Jena
6 2 (2.17%) EDI
6 2 (2.17%) Kafka
7 1 (1.09%) .NET
7 1 (1.09%) FHIR
7 1 (1.09%) HTML
7 1 (1.09%) JSON
7 1 (1.09%) Middleware
7 1 (1.09%) Web Services
Miscellaneous
1 9 (9.78%) Algorithms
2 5 (5.43%) NHS
3 4 (4.35%) Cloud Native
3 4 (4.35%) Management Information System
3 4 (4.35%) Product Ownership
4 3 (3.26%) Data Structures
4 3 (3.26%) Greenfield Project
5 2 (2.17%) Credit Risk
5 2 (2.17%) Data Fabric
5 2 (2.17%) Educational Technology
5 2 (2.17%) Legacy Systems
5 2 (2.17%) Low-Code
5 2 (2.17%) Social Media
6 1 (1.09%) IoT
6 1 (1.09%) PACS
Processes & Methodologies
1 38 (41.30%) Analytics
2 30 (32.61%) Business Intelligence
3 29 (31.52%) Data Modelling
4 27 (29.35%) Visualisation
5 26 (28.26%) Data Visualisation
6 25 (27.17%) Data Engineering
7 23 (25.00%) Decision-Making
7 23 (25.00%) ETL
8 22 (23.91%) Artificial Intelligence
9 21 (22.83%) Migration
9 21 (22.83%) Roadmaps
10 20 (21.74%) Data Analysis
10 20 (21.74%) Problem-Solving
11 19 (20.65%) Data Pipeline
12 17 (18.48%) Data Science
12 17 (18.48%) Machine Learning
12 17 (18.48%) Mentoring
13 15 (16.30%) Data Analytics
14 13 (14.13%) Data Integration
14 13 (14.13%) Data Migration
Programming Languages
1 53 (57.61%) SQL
2 46 (50.00%) Python
3 7 (7.61%) R
4 4 (4.35%) Java
5 3 (3.26%) Data Analysis Expressions
5 3 (3.26%) PowerShell
6 2 (2.17%) Bash
6 2 (2.17%) Bicep
6 2 (2.17%) Ruby
6 2 (2.17%) Scala
6 2 (2.17%) Shell Script
6 2 (2.17%) SPARQL
6 2 (2.17%) T-SQL
7 1 (1.09%) C#
7 1 (1.09%) PL/SQL
Qualifications
1 16 (17.39%) Degree
2 10 (10.87%) SC Cleared
2 10 (10.87%) Security Cleared
3 9 (9.78%) PhD
4 5 (5.43%) DBS Check
5 3 (3.26%) Azure Certification
6 2 (2.17%) AWS Certification
6 2 (2.17%) TOGAF Certification
7 1 (1.09%) CITP
7 1 (1.09%) ITIL Certification
7 1 (1.09%) Microsoft Certification
Quality Assurance & Compliance
1 18 (19.57%) Data Quality
2 5 (5.43%) QA
3 3 (3.26%) Accessibility
3 3 (3.26%) GDPR
4 2 (2.17%) Dublin Core
5 1 (1.09%) DICOM
5 1 (1.09%) HL7
System Software
1 1 (1.09%) Docker
Systems Management
1 3 (3.26%) Terraform
2 2 (2.17%) Ansible
2 2 (2.17%) Progress Chef
2 2 (2.17%) Puppet
Vendors
1 18 (19.57%) Microsoft
2 11 (11.96%) Databricks
3 6 (6.52%) Oracle
4 5 (5.43%) Cognos
5 4 (4.35%) Adobe
5 4 (4.35%) Foundry
5 4 (4.35%) Palantir
5 4 (4.35%) TikTok
6 3 (3.26%) SAP
7 2 (2.17%) Apple
7 2 (2.17%) Cloudera
7 2 (2.17%) Google
7 2 (2.17%) Informatica
7 2 (2.17%) JD Edwards
7 2 (2.17%) QAD
7 2 (2.17%) Salesforce
7 2 (2.17%) Talend
8 1 (1.09%) MuleSoft
8 1 (1.09%) ServiceNow