Data Warehouse Job Trends in England

Data Warehousing
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Data Warehouse skills. It covers permanent job vacancies from the 6 months leading up to 29 December 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Dec 2025
Same period 2024 Same period 2023
Rank 196 148 118
Rank change year-on-year -48 -30 -8
Permanent jobs citing Data Warehouse 622 977 1,235
As % of all permanent jobs in England 1.19% 1.97% 2.71%
As % of the Database & Business Intelligence category 10.45% 10.92% 13.15%
Number of salaries quoted 378 516 935
10th Percentile £45,875 £41,500 £41,250
25th Percentile £56,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £68,000 £62,500
Median % change year-on-year -0.74% +8.80% -3.85%
75th Percentile £85,250 £87,500 £82,500
90th Percentile £105,925 £107,500 £98,750
UK median annual salary £67,500 £67,500 £62,500
% change year-on-year - +8.00% -3.85%

All Database & Business Intelligence Skills
England

Data Warehouse falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in England.

Permanent vacancies with a requirement for database or business intelligence skills 5,950 8,944 9,390
As % of all permanent jobs advertised in England 11.41% 18.00% 20.59%
Number of salaries quoted 3,901 5,103 7,428
10th Percentile £35,000 £37,500 £36,750
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -4.00%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £101,250 £115,000 £97,290
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% -4.00%

Data Warehouse
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Data Warehouse relative to all permanent IT jobs advertised in England.

Data Warehouse job vacancy trend in England

Data Warehouse
Salary Trend in England

Salary distribution trend for jobs in England citing Data Warehouse.

Salary distribution trend for jobs in England citing Data Warehouse

Data Warehouse
Salary Histogram in England

Salary distribution for jobs citing Data Warehouse in England over the 6 months to 29 December 2025.

Salary histogram for Data Warehouse in England

Data Warehouse
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 Warehouse within the England region over the 6 months to 29 December 2025. 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 -11 327 £82,500 +3.13% 273
South East -63 92 £63,500 +6.61% 319
North of England -29 80 £60,000 +20.00% 256
Midlands -2 68 £67,500 +3.85% 233
West Midlands +4 54 £65,000 +4.00% 116
North West +3 44 £60,000 +20.00% 129
Yorkshire -16 32 £60,000 +33.33% 108
East of England +34 26 £50,000 - 185
South West -5 21 £64,350 -8.07% 137
East Midlands -15 14 £67,500 +3.85% 100
North East +8 4 £67,500 +3.45% 19
Data Warehouse
UK

Data Warehouse
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 65 (10.45%) Apache Spark
2 27 (4.34%) Apache
3 23 (3.70%) Apache Airflow
4 9 (1.45%) SharePoint
5 6 (0.96%) Confluence
6 4 (0.64%) SAS
7 3 (0.48%) Apache Superset
8 1 (0.16%) Microsoft Exchange
Applications
1 32 (5.14%) Microsoft Excel
2 21 (3.38%) Maya
3 7 (1.13%) Microsoft Office
4 3 (0.48%) Microsoft PowerPoint
5 2 (0.32%) Spreadsheet
6 1 (0.16%) MS Visio
Business Applications
1 23 (3.70%) SAP S/4HANA
2 8 (1.29%) SAP IBP
3 7 (1.13%) Dynamics CRM
4 4 (0.64%) Markit EDM
5 2 (0.32%) Aladdin
5 2 (0.32%) Payment Gateway
6 1 (0.16%) Cognos Business Intelligence
6 1 (0.16%) Oracle ERP
6 1 (0.16%) SAP Business One
6 1 (0.16%) SAP ERP
6 1 (0.16%) SimCorp Dimension
Cloud Services
1 351 (56.43%) Azure
2 184 (29.58%) AWS
3 176 (28.30%) Power Platform
4 107 (17.20%) Snowflake
5 100 (16.08%) GCP
6 83 (13.34%) Azure Data Factory
7 69 (11.09%) Azure Synapse Analytics
8 55 (8.84%) SaaS
9 52 (8.36%) dbt
10 44 (7.07%) Serverless
11 41 (6.59%) AWS Lambda
12 39 (6.27%) Amazon S3
13 37 (5.95%) Azure DevOps
14 26 (4.18%) GitHub
15 20 (3.22%) Fivetran
16 18 (2.89%) Amazon EMR
16 18 (2.89%) AWS Step Functions
17 16 (2.57%) AWS CloudFormation
17 16 (2.57%) Azure Cosmos DB
18 15 (2.41%) OCI
Communications & Networking
1 3 (0.48%) Network Security
2 2 (0.32%) Broadband
2 2 (0.32%) Kerberos
Database & Business Intelligence
1 165 (26.53%) Power BI
2 136 (21.86%) Data Lake
3 92 (14.79%) SQL Server
4 62 (9.97%) Amazon Redshift
5 58 (9.32%) Metadata
6 50 (8.04%) Tableau
7 49 (7.88%) Big Data
8 43 (6.91%) Azure SQL Database
8 43 (6.91%) NoSQL
8 43 (6.91%) SQL Server Integration Services
9 38 (6.11%) Hadoop
10 37 (5.95%) PostgreSQL
11 36 (5.79%) MySQL
11 36 (5.79%) Relational Database
12 32 (5.14%) SQL Server Reporting Services
13 31 (4.98%) Azure SQL Data Warehouse
14 28 (4.50%) Data Mining
15 27 (4.34%) SQL Server Analysis Services
16 25 (4.02%) DynamoDB
17 23 (3.70%) RDBMS
Development Applications
1 43 (6.91%) Git
2 18 (2.89%) JIRA
3 8 (1.29%) Jenkins
4 7 (1.13%) ER Studio
4 7 (1.13%) ERwin
4 7 (1.13%) PowerDesigner
5 6 (0.96%) Visual Studio
6 5 (0.80%) git-flow
7 3 (0.48%) GitLab
7 3 (0.48%) MLflow
7 3 (0.48%) Selenium
8 2 (0.32%) Bitbucket
8 2 (0.32%) JMeter
8 2 (0.32%) LoadRunner
8 2 (0.32%) REST Assured
8 2 (0.32%) Subversion
8 2 (0.32%) TestRail
9 1 (0.16%) SonarQube
General
1 223 (35.85%) Social Skills
2 176 (28.30%) Finance
3 136 (21.86%) Analytical Skills
4 84 (13.50%) Law
5 57 (9.16%) Retail
6 53 (8.52%) Marketing
7 31 (4.98%) Public Sector
8 28 (4.50%) Banking
9 23 (3.70%) Inclusion and Diversity
10 22 (3.54%) Games
10 22 (3.54%) Legal
11 15 (2.41%) Manufacturing
12 13 (2.09%) Local Government
13 12 (1.93%) Automotive
13 12 (1.93%) Financial Institution
13 12 (1.93%) Front Office
14 8 (1.29%) Telecoms
15 7 (1.13%) Influencing Skills
16 6 (0.96%) Advertising
16 6 (0.96%) Documentation Skills
Job Titles
1 218 (35.05%) Data Engineer
2 177 (28.46%) Senior
3 135 (21.70%) Architect
4 114 (18.33%) Data Architect
5 102 (16.40%) Senior Data Engineer
6 66 (10.61%) Developer
7 58 (9.32%) Lead
8 49 (7.88%) Azure Engineer
9 48 (7.72%) Azure Data Engineer
10 45 (7.23%) Analyst
11 37 (5.95%) Senior Architect
12 27 (4.34%) Consultant
12 27 (4.34%) Senior Data Architect
13 24 (3.86%) Azure Architect
14 21 (3.38%) AWS Engineer
14 21 (3.38%) Azure Data Architect
15 19 (3.05%) AWS Data Engineer
15 19 (3.05%) Data Warehouse Developer
15 19 (3.05%) Lead Data Engineer
16 18 (2.89%) Data Analyst
Libraries, Frameworks & Software Standards
1 56 (9.00%) Kafka
2 35 (5.63%) PySpark
3 13 (2.09%) Pandas
4 12 (1.93%) XML
5 11 (1.77%) Middleware
5 11 (1.77%) Spring
6 10 (1.61%) .NET
6 10 (1.61%) AngularJS
6 10 (1.61%) GraphQL
6 10 (1.61%) JSON
7 9 (1.45%) CSS
7 9 (1.45%) REST
8 8 (1.29%) boto
8 8 (1.29%) React
8 8 (1.29%) scikit-learn
8 8 (1.29%) Spark Streaming
9 7 (1.13%) AWS CDK
10 6 (0.96%) NumPy
11 5 (0.80%) HTML
11 5 (0.80%) RabbitMQ
Miscellaneous
1 41 (6.59%) Management Information System
2 38 (6.11%) Product Ownership
3 28 (4.50%) Enterprise Software
4 27 (4.34%) Distributed Systems
5 21 (3.38%) Cloud Native
6 19 (3.05%) Data Structures
7 17 (2.73%) Reinsurance
8 15 (2.41%) Reference Data
9 14 (2.25%) Greenfield Project
9 14 (2.25%) NHS
10 12 (1.93%) Hybrid Cloud
11 11 (1.77%) FMCG
11 11 (1.77%) Hedge funds
11 11 (1.77%) Legacy Systems
11 11 (1.77%) Self-Motivation
12 10 (1.61%) Low-Code
13 8 (1.29%) Analytical Mindset
13 8 (1.29%) Blockchain
13 8 (1.29%) e-Learning
13 8 (1.29%) PMI
Operating Systems
1 3 (0.48%) Android
1 3 (0.48%) Apple iOS
1 3 (0.48%) Linux
1 3 (0.48%) Unix
Processes & Methodologies
1 367 (59.00%) Data Modelling
2 327 (52.57%) ETL
3 282 (45.34%) Analytics
4 257 (41.32%) Data Engineering
5 245 (39.39%) Business Intelligence
6 208 (33.44%) Data Pipeline
7 186 (29.90%) Data Governance
8 152 (24.44%) Agile
9 149 (23.95%) Data Integration
10 141 (22.67%) Data Architecture
11 136 (21.86%) CI/CD
12 135 (21.70%) Problem-Solving
13 128 (20.58%) Mentoring
14 126 (20.26%) AI
15 121 (19.45%) Data Science
16 115 (18.49%) Decision-Making
17 114 (18.33%) Data Management
18 110 (17.68%) DevOps
19 90 (14.47%) Roadmaps
20 89 (14.31%) Machine Learning
Programming Languages
1 394 (63.34%) SQL
2 276 (44.37%) Python
3 56 (9.00%) Java
4 35 (5.63%) Scala
5 33 (5.31%) Data Analysis Expressions
6 24 (3.86%) C#
7 19 (3.05%) T-SQL
8 17 (2.73%) PowerShell
9 13 (2.09%) R
10 7 (1.13%) PL/SQL
11 6 (0.96%) TypeScript
11 6 (0.96%) VBA
12 5 (0.80%) Fortran
12 5 (0.80%) JavaScript
13 4 (0.64%) ANSI SQL
14 3 (0.48%) Kotlin
14 3 (0.48%) Swift
15 1 (0.16%) Bash
Qualifications
1 58 (9.32%) Degree
2 35 (5.63%) Computer Science Degree
3 18 (2.89%) Microsoft Certification
4 16 (2.57%) Azure Certification
5 15 (2.41%) Security Cleared
6 12 (1.93%) AWS Certification
7 11 (1.77%) Master's Degree
7 11 (1.77%) PMI Certification
8 10 (1.61%) SC Cleared
9 9 (1.45%) TOGAF Certification
10 7 (1.13%) DBS Check
11 6 (0.96%) SnowPro
12 5 (0.80%) SAP Certification
13 4 (0.64%) AWS Certified Solutions Architect
14 3 (0.48%) MCSE
14 3 (0.48%) PMP
15 2 (0.32%) CITP
15 2 (0.32%) HNC
15 2 (0.32%) HND
15 2 (0.32%) MCSA
Quality Assurance & Compliance
1 148 (23.79%) Data Quality
2 49 (7.88%) Accessibility
3 48 (7.72%) GDPR
4 31 (4.98%) QA
5 10 (1.61%) ISO/IEC 27001
6 4 (0.64%) California Consumer Privacy Act
6 4 (0.64%) HIPAA
7 3 (0.48%) NIST
7 3 (0.48%) Sarbanes-Oxley
8 2 (0.32%) SEPA
9 1 (0.16%) CDISC
9 1 (0.16%) Cyber Essentials
9 1 (0.16%) GAAP
9 1 (0.16%) HL7
9 1 (0.16%) IASME
9 1 (0.16%) NCSC
9 1 (0.16%) PERC
9 1 (0.16%) SLA
9 1 (0.16%) SNOMED CT
9 1 (0.16%) SOC 2
System Software
1 29 (4.66%) Docker
2 9 (1.45%) HDFS
3 5 (0.80%) Active Directory
4 2 (0.32%) Firmware
5 1 (0.16%) Hyper-V
5 1 (0.16%) VMware Infrastructure
Systems Management
1 20 (3.22%) Terraform
2 18 (2.89%) Kubernetes
3 2 (0.32%) Control-M
3 2 (0.32%) Microsoft Intune
4 1 (0.16%) Ansible
Vendors
1 147 (23.63%) Microsoft
2 143 (22.99%) Databricks
3 42 (6.75%) Oracle
4 35 (5.63%) Informatica
5 34 (5.47%) SAP
6 25 (4.02%) Google
7 24 (3.86%) Talend
8 14 (2.25%) Salesforce
9 10 (1.61%) Dataiku
10 9 (1.45%) Ariba
11 8 (1.29%) OpenAI
12 7 (1.13%) CrowdStrike
12 7 (1.13%) Fortinet
12 7 (1.13%) Palo Alto
13 6 (0.96%) Alteryx
13 6 (0.96%) Dell
13 6 (0.96%) IBM
14 5 (0.80%) Foundry
14 5 (0.80%) MuleSoft
14 5 (0.80%) ServiceNow