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 5 October 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Oct 2026
Same period 2025 Same period 2024
Rank 289 212 146
Rank change year-on-year -77 -66 -28
Permanent jobs citing Data Warehouse 664 676 1,231
As % of all permanent jobs in England 0.64% 1.56% 1.86%
As % of the Database & Business Intelligence category 8.52% 10.79% 11.79%
Number of salaries quoted 485 404 663
10th Percentile £43,750 £43,825 £42,500
25th Percentile £51,356 £53,750 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +3.85%
75th Percentile £87,500 £84,063 £85,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £67,500 £67,500 £67,500
% change year-on-year - - +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 7,793 6,267 10,445
As % of all permanent jobs advertised in England 7.50% 14.47% 15.74%
Number of salaries quoted 5,458 4,032 6,059
10th Percentile £36,875 £33,750 £38,226
25th Percentile £45,750 £44,438 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £80,000 £81,250 £90,000
90th Percentile £95,000 £110,000 £117,500
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +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 5 October 2026.

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 5 October 2026. 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 -68 320 £85,000 +13.33% 597
North of England +2 148 £58,750 -2.08% 166
North West -14 68 £56,529 -3.78% 94
Yorkshire -15 61 £64,500 +7.50% 48
Midlands -63 61 £51,356 -22.48% 61
South East -87 61 £62,500 -3.85% 129
West Midlands -43 47 £51,356 -14.41% 40
South West -60 43 £61,000 -5.21% 53
East of England -29 27 £62,000 +24.00% 35
North East -49 19 £48,000 -16.52% 25
East Midlands -47 14 £38,050 -43.63% 21
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 52 (7.83%) Apache Spark
2 43 (6.48%) Apache
3 36 (5.42%) Apache Airflow
4 17 (2.56%) SharePoint
5 8 (1.20%) SAS
6 7 (1.05%) Confluence
7 2 (0.30%) Luigi
8 1 (0.15%) Apache Superset
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 36 (5.42%) Microsoft Excel
2 2 (0.30%) Microsoft Office
2 2 (0.30%) Microsoft PowerPoint
2 2 (0.30%) Notion
2 2 (0.30%) Spreadsheet
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
3 1 (0.15%) MS Visio
Business Applications
1 14 (2.11%) Dynamics CRM
2 10 (1.51%) Actimize
3 8 (1.20%) Carpe Diem
3 8 (1.20%) Elite 3E
3 8 (1.20%) SAP ERP
4 6 (0.90%) SAP R/3
5 2 (0.30%) SAP Business One
5 2 (0.30%) SAP S/4HANA
5 2 (0.30%) Temenos T24
5 2 (0.30%) Workday HCM
6 1 (0.15%) Academy Revenues and Benefits
6 1 (0.15%) Bloomberg TOMS
6 1 (0.15%) Finacle
6 1 (0.15%) FLEXCUBE
6 1 (0.15%) Loan IQ
6 1 (0.15%) NetSuite
6 1 (0.15%) Sage X3
6 1 (0.15%) SAP HCM
6 1 (0.15%) SAP MDG
6 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 353 (53.16%) Azure
2 243 (36.60%) Power Platform
3 176 (26.51%) AWS
4 128 (19.28%) Azure Data Factory
5 90 (13.55%) GCP
6 86 (12.95%) Snowflake
7 77 (11.60%) Azure DevOps
8 76 (11.45%) Azure Synapse Analytics
9 57 (8.58%) dbt
10 55 (8.28%) Amazon S3
11 46 (6.93%) Serverless
12 27 (4.07%) AWS Lambda
12 27 (4.07%) SaaS
13 26 (3.92%) Microsoft Purview
14 24 (3.61%) Azure Logic Apps
15 23 (3.46%) Amazon EMR
15 23 (3.46%) GitHub
16 22 (3.31%) Azure Databricks
16 22 (3.31%) Cloud Computing
17 21 (3.16%) PowerApps
Communications & Networking
1 4 (0.60%) Kerberos
1 4 (0.60%) NAS
2 2 (0.30%) HTTP
3 1 (0.15%) 4G
3 1 (0.15%) 5G
3 1 (0.15%) ATM
3 1 (0.15%) Internet
3 1 (0.15%) SMS
3 1 (0.15%) Unified Communications
Database & Business Intelligence
1 234 (35.24%) Power BI
2 146 (21.99%) Data Lake
3 112 (16.87%) SQL Server
4 99 (14.91%) Metadata
5 70 (10.54%) Azure SQL Database
6 64 (9.64%) Amazon Redshift
7 56 (8.43%) Star Schema
8 53 (7.98%) Tableau
9 49 (7.38%) SQL Server Integration Services
9 49 (7.38%) SQL Server Reporting Services
10 43 (6.48%) Big Data
11 37 (5.57%) BigQuery
11 37 (5.57%) Power Query
12 31 (4.67%) Enterprise Data Warehouse
13 30 (4.52%) NoSQL
14 29 (4.37%) Snowflake Schema
15 26 (3.92%) Relational Database
16 24 (3.61%) PostgreSQL
17 20 (3.01%) Delta Lake
18 17 (2.56%) MongoDB
Development Applications
1 69 (10.39%) Git
2 27 (4.07%) JIRA
3 23 (3.46%) Jenkins
4 13 (1.96%) GitLab
5 9 (1.36%) Selenium
6 8 (1.20%) Postman
7 5 (0.75%) Cucumber
7 5 (0.75%) JMeter
7 5 (0.75%) NUnit
7 5 (0.75%) SoapUI
7 5 (0.75%) SQL Server Management Studio (SSMS)
7 5 (0.75%) Visual Studio
7 5 (0.75%) Zephyr
8 3 (0.45%) Bitbucket
8 3 (0.45%) Cypress.io
8 3 (0.45%) JUnit
8 3 (0.45%) MLflow
8 3 (0.45%) Snyk
8 3 (0.45%) SonarQube
8 3 (0.45%) Visual Studio Code
General
1 199 (29.97%) Social Skills
2 179 (26.96%) Finance
3 150 (22.59%) Analytical Skills
4 49 (7.38%) Public Sector
5 47 (7.08%) Banking
6 27 (4.07%) Legal
7 25 (3.77%) Marketing
8 24 (3.61%) Law
9 23 (3.46%) Manufacturing
10 20 (3.01%) Retail
11 19 (2.86%) Inclusion and Diversity
12 16 (2.41%) Influencing Skills
13 14 (2.11%) Aerospace
14 13 (1.96%) Advertising
15 12 (1.81%) Presentation Skills
16 10 (1.51%) Fire and Rescue
16 10 (1.51%) Local Government
17 9 (1.36%) Military
18 8 (1.20%) Documentation Skills
19 7 (1.05%) Retail Banking
Job Titles
1 252 (37.95%) Data Engineer
2 125 (18.83%) Senior
3 97 (14.61%) Lead
4 77 (11.60%) Architect
5 71 (10.69%) Analyst
5 71 (10.69%) Developer
6 67 (10.09%) Data Architect
7 59 (8.89%) Senior Data Engineer
8 48 (7.23%) Azure Engineer
9 38 (5.72%) Data Analyst
10 33 (4.97%) Business Intelligence Developer
11 28 (4.22%) Business Intelligence Analyst
12 27 (4.07%) Lead Data Engineer
13 25 (3.77%) Azure Data Engineer
14 21 (3.16%) Databricks Engineer
15 19 (2.86%) Consultant
16 17 (2.56%) Data Manager
17 16 (2.41%) SQL Developer
18 15 (2.26%) Databricks Data Engineer
18 15 (2.26%) Senior Developer
Libraries, Frameworks & Software Standards
1 57 (8.58%) PySpark
2 36 (5.42%) REST
2 36 (5.42%) Terraform
3 33 (4.97%) Kafka
4 19 (2.86%) JSON
4 19 (2.86%) Pandas
5 14 (2.11%) XML
6 10 (1.51%) .NET
6 10 (1.51%) React
7 9 (1.36%) Node.js
8 8 (1.20%) scikit-learn
9 7 (1.05%) NumPy
9 7 (1.05%) SOAP
9 7 (1.05%) YAML
10 6 (0.90%) ARM Templates
10 6 (0.90%) FastAPI
11 5 (0.75%) ADO
11 5 (0.75%) Playwright
11 5 (0.75%) XGBoost
12 4 (0.60%) Middleware
Miscellaneous
1 48 (7.23%) Cloud Native
2 45 (6.78%) Product Ownership
3 24 (3.61%) Onboarding
4 23 (3.46%) Legacy Systems
5 21 (3.16%) Data Structures
6 18 (2.71%) Distributed Computing
7 17 (2.56%) Analytical Mindset
8 15 (2.26%) Enterprise Software
9 14 (2.11%) Data Protection Act
10 13 (1.96%) Management Information System
11 8 (1.20%) Greenfield Project
11 8 (1.20%) Replication
11 8 (1.20%) Self-Motivation
12 7 (1.05%) Credit Risk
12 7 (1.05%) Enterprise Cloud
12 7 (1.05%) Reinsurance
13 6 (0.90%) AI Agents
13 6 (0.90%) Blog
13 6 (0.90%) Data Centre
14 5 (0.75%) Low-Code
Operating Systems
1 16 (2.41%) Windows
2 7 (1.05%) Linux
3 5 (0.75%) Windows Server
4 4 (0.60%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 368 (55.42%) Analytics
2 343 (51.66%) Data Modelling
3 315 (47.44%) ETL
4 298 (44.88%) Business Intelligence
5 254 (38.25%) Data Engineering
6 242 (36.45%) Data Pipeline
7 194 (29.22%) AI
8 186 (28.01%) Decision-Making
9 176 (26.51%) Data Governance
10 162 (24.40%) Agile
11 156 (23.49%) CI/CD
12 148 (22.29%) Data Architecture
12 148 (22.29%) Problem-Solving
13 132 (19.88%) DevOps
14 119 (17.92%) Data Integration
15 102 (15.36%) Machine Learning
16 101 (15.21%) Lakehouse
17 87 (13.10%) Data Science
18 84 (12.65%) Stakeholder Engagement
19 83 (12.50%) Roadmaps
Programming Languages
1 490 (73.80%) SQL
2 320 (48.19%) Python
3 64 (9.64%) Data Analysis Expressions
4 38 (5.72%) C#
5 32 (4.82%) JavaScript
6 28 (4.22%) Scala
7 27 (4.07%) T-SQL
8 25 (3.77%) R
9 21 (3.16%) Java
10 13 (1.96%) PowerShell
11 9 (1.36%) TypeScript
12 6 (0.90%) Kusto Query Language
13 5 (0.75%) Bash
14 3 (0.45%) Bicep
14 3 (0.45%) Go
15 2 (0.30%) Shell Script
15 2 (0.30%) VBScript
16 1 (0.15%) C++
Qualifications
1 90 (13.55%) Security Cleared
2 87 (13.10%) Degree
3 65 (9.79%) SC Cleared
4 28 (4.22%) Azure Certification
5 26 (3.92%) Computer Science Degree
6 18 (2.71%) AWS Certification
7 17 (2.56%) BPSS Clearance
8 13 (1.96%) DV Cleared
9 11 (1.66%) Microsoft Certification
10 7 (1.05%) Master's Degree
10 7 (1.05%) TOGAF Certification
11 6 (0.90%) DBS Check
12 5 (0.75%) ISEB
12 5 (0.75%) ISTQB
13 4 (0.60%) AWS Certified Solutions Architect
13 4 (0.60%) OCP
13 4 (0.60%) Oracle Certification
14 3 (0.45%) ACCA
14 3 (0.45%) CIMA
14 3 (0.45%) ICAEW
Quality Assurance & Compliance
1 264 (39.76%) Data Quality
2 69 (10.39%) GDPR
3 26 (3.92%) QA
4 11 (1.66%) Accessibility
5 10 (1.51%) California Consumer Privacy Act
6 5 (0.75%) EU AI Act
7 4 (0.60%) Actionable Recommendations
7 4 (0.60%) NIST
8 3 (0.45%) IFRS
8 3 (0.45%) PMO
9 2 (0.30%) Cyber Essentials
9 2 (0.30%) IFRS 17
9 2 (0.30%) Solvency II
10 1 (0.15%) Cyber Essentials PLUS
10 1 (0.15%) HIPAA
10 1 (0.15%) ISO 20022
10 1 (0.15%) ISO/IEC 27001
10 1 (0.15%) PERC
10 1 (0.15%) SLA
System Software
1 38 (5.72%) Docker
2 8 (1.20%) Active Directory
3 1 (0.15%) Virtual Desktop
3 1 (0.15%) Virtual Machines
Systems Management
1 28 (4.22%) Kubernetes
2 6 (0.90%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
4 3 (0.45%) SQL Sentry
5 1 (0.15%) Control-M
Vendors
1 227 (34.19%) Microsoft
2 147 (22.14%) Databricks
3 34 (5.12%) SAP
4 30 (4.52%) Google
5 25 (3.77%) Oracle
6 22 (3.31%) Informatica
7 15 (2.26%) Talend
8 13 (1.96%) Salesforce
9 7 (1.05%) OpenAI
10 5 (0.75%) Netezza
10 5 (0.75%) Pega
10 5 (0.75%) Teradata
11 4 (0.60%) Aderant
11 4 (0.60%) Intapp
11 4 (0.60%) Red Hat
11 4 (0.60%) Remedy
11 4 (0.60%) ServiceNow
11 4 (0.60%) Workday
12 3 (0.45%) LexisNexis
12 3 (0.45%) PeopleSoft