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 26 September 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 287 204 142
Rank change year-on-year -83 -62 -23
Permanent jobs citing Data Warehouse 667 684 1,249
As % of all permanent jobs in England 0.64% 1.58% 1.84%
As % of the Database & Business Intelligence category 8.43% 10.77% 11.71%
Number of salaries quoted 495 414 685
10th Percentile £43,750 £44,000 £42,500
25th Percentile £51,250 £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 £83,750 £85,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £67,500 £67,500
% change year-on-year -3.70% - +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 7,916 6,351 10,668
As % of all permanent jobs advertised in England 7.65% 14.70% 15.68%
Number of salaries quoted 5,561 4,118 6,328
10th Percentile £36,500 £33,750 £38,000
25th Percentile £45,750 £45,000 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +3.17%
75th Percentile £80,000 £81,781 £90,000
90th Percentile £95,000 £110,000 £118,750
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 26 September 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 26 September 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 -70 310 £82,500 +10.00% 566
North of England +7 156 £57,500 -4.17% 160
North West -6 70 £56,800 -5.33% 96
Midlands -63 65 £51,356 -22.48% 61
Yorkshire -12 63 £62,500 +4.17% 48
South East -73 61 £62,500 -3.85% 114
West Midlands -49 49 £53,178 -11.37% 43
South West -61 44 £60,000 -6.76% 52
East of England -28 26 £62,000 +24.00% 28
North East -45 23 £48,000 -16.52% 17
East Midlands -35 16 £38,600 -42.81% 18
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 (7.80%) Apache Spark
2 42 (6.30%) Apache
3 36 (5.40%) Apache Airflow
4 15 (2.25%) SharePoint
5 8 (1.20%) Confluence
5 8 (1.20%) SAS
6 2 (0.30%) Luigi
7 1 (0.15%) Apache Superset
7 1 (0.15%) CMS
7 1 (0.15%) GeoServer
7 1 (0.15%) Jupyter
7 1 (0.15%) Microsoft Exchange
Applications
1 35 (5.25%) Microsoft Excel
2 3 (0.45%) Microsoft Office
2 3 (0.45%) Microsoft PowerPoint
3 2 (0.30%) Spreadsheet
4 1 (0.15%) Chatbot
4 1 (0.15%) Microsoft Project
4 1 (0.15%) MS Visio
4 1 (0.15%) Notion
Business Applications
1 13 (1.95%) Dynamics CRM
2 8 (1.20%) Actimize
2 8 (1.20%) Carpe Diem
2 8 (1.20%) Elite 3E
3 7 (1.05%) SAP ERP
4 5 (0.75%) 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
1 352 (52.77%) Azure
2 243 (36.43%) Power Platform
3 181 (27.14%) AWS
4 125 (18.74%) Azure Data Factory
5 91 (13.64%) GCP
6 89 (13.34%) Snowflake
7 75 (11.24%) Azure DevOps
8 74 (11.09%) Azure Synapse Analytics
9 55 (8.25%) Amazon S3
10 53 (7.95%) dbt
11 46 (6.90%) Serverless
12 27 (4.05%) AWS Lambda
13 26 (3.90%) Microsoft Purview
13 26 (3.90%) SaaS
14 25 (3.75%) Azure Logic Apps
15 24 (3.60%) Azure Databricks
16 22 (3.30%) Amazon EMR
16 22 (3.30%) GitHub
16 22 (3.30%) PowerApps
17 21 (3.15%) Cloud Computing
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
Database & Business Intelligence
1 232 (34.78%) Power BI
2 148 (22.19%) Data Lake
3 109 (16.34%) SQL Server
4 99 (14.84%) Metadata
5 71 (10.64%) Azure SQL Database
6 67 (10.04%) Amazon Redshift
7 59 (8.85%) Star Schema
8 56 (8.40%) Tableau
9 50 (7.50%) SQL Server Integration Services
10 48 (7.20%) SQL Server Reporting Services
11 45 (6.75%) Big Data
12 39 (5.85%) BigQuery
13 36 (5.40%) Power Query
14 31 (4.65%) NoSQL
15 30 (4.50%) Enterprise Data Warehouse
16 29 (4.35%) Snowflake Schema
17 26 (3.90%) Relational Database
18 25 (3.75%) PostgreSQL
19 19 (2.85%) Delta Lake
20 17 (2.55%) Azure SQL Data Warehouse
Development Applications
1 66 (9.90%) Git
2 26 (3.90%) JIRA
3 23 (3.45%) Jenkins
4 10 (1.50%) GitLab
5 9 (1.35%) Selenium
6 8 (1.20%) Postman
7 6 (0.90%) SQL Server Management Studio (SSMS)
8 5 (0.75%) Cucumber
8 5 (0.75%) JMeter
8 5 (0.75%) NUnit
8 5 (0.75%) SoapUI
8 5 (0.75%) Visual Studio
8 5 (0.75%) Zephyr
9 3 (0.45%) Bitbucket
9 3 (0.45%) Cypress.io
9 3 (0.45%) JUnit
9 3 (0.45%) MLflow
9 3 (0.45%) Snyk
9 3 (0.45%) SonarQube
9 3 (0.45%) Visual Studio Code
General
1 199 (29.84%) Social Skills
2 178 (26.69%) Finance
3 157 (23.54%) Analytical Skills
4 47 (7.05%) Public Sector
5 44 (6.60%) Banking
6 27 (4.05%) Legal
7 25 (3.75%) Marketing
8 24 (3.60%) Law
9 22 (3.30%) Manufacturing
10 20 (3.00%) Inclusion and Diversity
10 20 (3.00%) Retail
11 16 (2.40%) Influencing Skills
12 14 (2.10%) Advertising
13 13 (1.95%) Aerospace
14 11 (1.65%) Local Government
14 11 (1.65%) Presentation Skills
15 10 (1.50%) Fire and Rescue
16 9 (1.35%) Military
17 8 (1.20%) Documentation Skills
18 7 (1.05%) Retail Banking
Job Titles
1 259 (38.83%) Data Engineer
2 123 (18.44%) Senior
3 101 (15.14%) Lead
4 75 (11.24%) Architect
5 71 (10.64%) Analyst
5 71 (10.64%) Developer
6 66 (9.90%) Data Architect
7 59 (8.85%) Senior Data Engineer
8 48 (7.20%) Azure Engineer
9 39 (5.85%) Data Analyst
10 35 (5.25%) Business Intelligence Developer
11 33 (4.95%) Lead Data Engineer
12 26 (3.90%) Business Intelligence Analyst
13 25 (3.75%) Azure Data Engineer
13 25 (3.75%) Databricks Engineer
14 19 (2.85%) Consultant
15 18 (2.70%) Databricks Data Engineer
16 16 (2.40%) Data Manager
17 14 (2.10%) Senior Analyst
17 14 (2.10%) SQL Developer
Libraries, Frameworks & Software Standards
1 60 (9.00%) PySpark
2 40 (6.00%) Terraform
3 36 (5.40%) REST
4 34 (5.10%) Kafka
5 20 (3.00%) JSON
5 20 (3.00%) Pandas
6 14 (2.10%) XML
7 10 (1.50%) .NET
7 10 (1.50%) React
8 9 (1.35%) Node.js
9 8 (1.20%) scikit-learn
10 7 (1.05%) ARM Templates
10 7 (1.05%) NumPy
10 7 (1.05%) SOAP
10 7 (1.05%) YAML
11 6 (0.90%) FastAPI
12 5 (0.75%) ADO
12 5 (0.75%) Middleware
12 5 (0.75%) Playwright
12 5 (0.75%) XGBoost
Miscellaneous
1 47 (7.05%) Cloud Native
2 43 (6.45%) Product Ownership
3 25 (3.75%) Onboarding
4 23 (3.45%) Legacy Systems
5 21 (3.15%) Data Structures
6 19 (2.85%) Analytical Mindset
7 18 (2.70%) Distributed Computing
8 15 (2.25%) Enterprise Software
8 15 (2.25%) Management Information System
9 14 (2.10%) Data Protection Act
10 8 (1.20%) Greenfield Project
10 8 (1.20%) Replication
10 8 (1.20%) Self-Motivation
11 7 (1.05%) Reinsurance
12 6 (0.90%) AI Agents
12 6 (0.90%) Blog
12 6 (0.90%) Credit Risk
12 6 (0.90%) Data Centre
12 6 (0.90%) Enterprise Cloud
12 6 (0.90%) Low-Code
Operating Systems
1 16 (2.40%) 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
1 370 (55.47%) Analytics
2 341 (51.12%) Data Modelling
3 315 (47.23%) ETL
4 301 (45.13%) Business Intelligence
5 263 (39.43%) Data Engineering
6 244 (36.58%) Data Pipeline
7 196 (29.39%) AI
8 187 (28.04%) Decision-Making
9 184 (27.59%) Data Governance
10 160 (23.99%) Agile
11 155 (23.24%) CI/CD
11 155 (23.24%) Data Architecture
12 154 (23.09%) Problem-Solving
13 130 (19.49%) DevOps
14 121 (18.14%) Data Integration
15 103 (15.44%) Machine Learning
16 102 (15.29%) Lakehouse
17 88 (13.19%) Data Science
17 88 (13.19%) Stakeholder Engagement
18 83 (12.44%) Roadmaps
Programming Languages
1 494 (74.06%) SQL
2 328 (49.18%) Python
3 63 (9.45%) Data Analysis Expressions
4 36 (5.40%) C#
5 31 (4.65%) JavaScript
6 28 (4.20%) Scala
7 25 (3.75%) R
8 24 (3.60%) T-SQL
9 22 (3.30%) Java
10 12 (1.80%) PowerShell
11 9 (1.35%) TypeScript
12 6 (0.90%) Kusto Query Language
13 5 (0.75%) Bash
14 4 (0.60%) Go
15 3 (0.45%) Bicep
16 2 (0.30%) Shell Script
16 2 (0.30%) VBScript
17 1 (0.15%) C++
Qualifications
1 92 (13.79%) Degree
2 87 (13.04%) Security Cleared
3 62 (9.30%) SC Cleared
4 29 (4.35%) Azure Certification
5 28 (4.20%) Computer Science Degree
6 17 (2.55%) AWS Certification
7 16 (2.40%) BPSS Clearance
8 12 (1.80%) DV Cleared
9 9 (1.35%) 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%) CIMA
14 3 (0.45%) PMP
14 3 (0.45%) Tableau Certification
Quality Assurance & Compliance
1 262 (39.28%) Data Quality
2 71 (10.64%) GDPR
3 25 (3.75%) QA
4 10 (1.50%) Accessibility
4 10 (1.50%) California Consumer Privacy Act
5 5 (0.75%) EU AI Act
6 4 (0.60%) Actionable Recommendations
6 4 (0.60%) NIST
7 3 (0.45%) IFRS
7 3 (0.45%) PMO
8 2 (0.30%) IFRS 17
8 2 (0.30%) Solvency II
9 1 (0.15%) Cyber Essentials
9 1 (0.15%) HIPAA
9 1 (0.15%) ISO 20022
9 1 (0.15%) ISO 22301
9 1 (0.15%) ISO/IEC 27001
9 1 (0.15%) PERC
9 1 (0.15%) Sarbanes-Oxley
9 1 (0.15%) SLA
System Software
1 38 (5.70%) Docker
2 8 (1.20%) Active Directory
Systems Management
1 29 (4.35%) Kubernetes
2 6 (0.90%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
5 1 (0.15%) Control-M
5 1 (0.15%) SQL Sentry
Vendors
1 219 (32.83%) Microsoft
2 149 (22.34%) Databricks
3 34 (5.10%) SAP
4 30 (4.50%) Google
5 25 (3.75%) Oracle
6 23 (3.45%) Informatica
7 15 (2.25%) Salesforce
7 15 (2.25%) Talend
8 7 (1.05%) OpenAI
9 5 (0.75%) Netezza
9 5 (0.75%) Pega
10 4 (0.60%) Aderant
10 4 (0.60%) Intapp
10 4 (0.60%) Red Hat
10 4 (0.60%) Remedy
10 4 (0.60%) ServiceNow
10 4 (0.60%) Teradata
10 4 (0.60%) Workday
11 3 (0.45%) LexisNexis
11 3 (0.45%) PeopleSoft