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

6 months to
2 Oct 2026
Same period 2025 Same period 2024
Rank 284 206 149
Rank change year-on-year -78 -57 -33
Permanent jobs citing Data Warehouse 676 678 1,234
As % of all permanent jobs in England 0.65% 1.57% 1.84%
As % of the Database & Business Intelligence category 8.59% 10.75% 11.70%
Number of salaries quoted 498 405 669
10th Percentile £43,750 £43,850 £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 £83,750 £85,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £67,500 £67,500 £66,500
% change year-on-year - +1.50% +2.31%

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 7,866 6,307 10,549
As % of all permanent jobs advertised in England 7.57% 14.59% 15.76%
Number of salaries quoted 5,521 4,068 6,180
10th Percentile £36,800 £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% +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 £64,950
% change year-on-year - -7.62% +3.92%

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 2 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 2 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 -68 321 £83,750 +11.67% 612
North of England -4 152 £58,750 -2.08% 157
North West -13 68 £56,529 -3.78% 97
Midlands -59 65 £51,356 -22.48% 63
Yorkshire -3 63 £62,500 +4.17% 43
South East -85 61 £62,500 -3.85% 113
West Midlands -47 50 £53,178 -11.37% 43
South West -54 46 £60,500 -5.98% 56
East of England -37 27 £62,000 +24.00% 28
North East -47 21 £48,000 -16.52% 19
East Midlands -45 15 £38,600 -42.81% 20
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 (7.69%) Apache Spark
2 43 (6.36%) Apache
3 37 (5.47%) Apache Airflow
4 17 (2.51%) SharePoint
5 8 (1.18%) SAS
6 7 (1.04%) Confluence
7 2 (0.30%) Luigi
8 1 (0.15%) Apache Superset
8 1 (0.15%) GeoServer
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 37 (5.47%) 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 (2.07%) Dynamics CRM
2 10 (1.48%) Actimize
3 8 (1.18%) Carpe Diem
3 8 (1.18%) Elite 3E
3 8 (1.18%) SAP ERP
4 6 (0.89%) 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
1 356 (52.66%) Azure
2 245 (36.24%) Power Platform
3 181 (26.78%) AWS
4 129 (19.08%) Azure Data Factory
5 94 (13.91%) GCP
6 91 (13.46%) Snowflake
7 77 (11.39%) Azure DevOps
8 76 (11.24%) Azure Synapse Analytics
9 57 (8.43%) dbt
10 55 (8.14%) Amazon S3
11 46 (6.80%) Serverless
12 27 (3.99%) AWS Lambda
13 26 (3.85%) Microsoft Purview
13 26 (3.85%) SaaS
14 24 (3.55%) Azure Logic Apps
15 23 (3.40%) Azure Databricks
16 22 (3.25%) Amazon EMR
16 22 (3.25%) Cloud Computing
16 22 (3.25%) GitHub
17 21 (3.11%) PowerApps
Communications & Networking
1 4 (0.59%) Kerberos
1 4 (0.59%) 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
1 235 (34.76%) Power BI
2 147 (21.75%) Data Lake
3 112 (16.57%) SQL Server
4 101 (14.94%) Metadata
5 71 (10.50%) Azure SQL Database
6 67 (9.91%) Amazon Redshift
7 57 (8.43%) Star Schema
8 54 (7.99%) Tableau
9 50 (7.40%) SQL Server Reporting Services
10 49 (7.25%) SQL Server Integration Services
11 45 (6.66%) Big Data
12 39 (5.77%) BigQuery
13 36 (5.33%) Power Query
14 31 (4.59%) NoSQL
15 30 (4.44%) Enterprise Data Warehouse
16 29 (4.29%) Snowflake Schema
17 27 (3.99%) Relational Database
18 25 (3.70%) PostgreSQL
19 19 (2.81%) Delta Lake
20 17 (2.51%) MongoDB
Development Applications
1 68 (10.06%) Git
2 26 (3.85%) JIRA
3 23 (3.40%) Jenkins
4 12 (1.78%) GitLab
5 9 (1.33%) Selenium
6 8 (1.18%) Postman
7 5 (0.74%) Cucumber
7 5 (0.74%) JMeter
7 5 (0.74%) NUnit
7 5 (0.74%) SoapUI
7 5 (0.74%) SQL Server Management Studio (SSMS)
7 5 (0.74%) Visual Studio
7 5 (0.74%) Zephyr
8 3 (0.44%) Bitbucket
8 3 (0.44%) Cypress.io
8 3 (0.44%) JUnit
8 3 (0.44%) MLflow
8 3 (0.44%) Snyk
8 3 (0.44%) SonarQube
8 3 (0.44%) Visual Studio Code
General
1 202 (29.88%) Social Skills
2 180 (26.63%) Finance
3 156 (23.08%) Analytical Skills
4 49 (7.25%) Public Sector
5 47 (6.95%) Banking
6 27 (3.99%) Legal
7 25 (3.70%) Marketing
8 24 (3.55%) Law
9 23 (3.40%) Manufacturing
10 21 (3.11%) Retail
11 19 (2.81%) Inclusion and Diversity
12 16 (2.37%) Influencing Skills
13 14 (2.07%) Aerospace
14 13 (1.92%) Advertising
15 12 (1.78%) Presentation Skills
16 11 (1.63%) Local Government
17 10 (1.48%) Fire and Rescue
18 9 (1.33%) Military
19 8 (1.18%) Documentation Skills
20 7 (1.04%) Retail Banking
Job Titles
1 259 (38.31%) Data Engineer
2 125 (18.49%) Senior
3 102 (15.09%) Lead
4 78 (11.54%) Architect
5 73 (10.80%) Analyst
6 70 (10.36%) Developer
7 68 (10.06%) Data Architect
8 60 (8.88%) Senior Data Engineer
9 48 (7.10%) Azure Engineer
10 40 (5.92%) Data Analyst
11 33 (4.88%) Business Intelligence Developer
12 32 (4.73%) Lead Data Engineer
13 28 (4.14%) Business Intelligence Analyst
14 25 (3.70%) Azure Data Engineer
15 23 (3.40%) Databricks Engineer
16 19 (2.81%) Consultant
17 17 (2.51%) Data Manager
18 16 (2.37%) Databricks Data Engineer
18 16 (2.37%) SQL Developer
19 15 (2.22%) Senior Analyst
Libraries, Frameworks & Software Standards
1 59 (8.73%) PySpark
2 39 (5.77%) Terraform
3 36 (5.33%) REST
4 34 (5.03%) Kafka
5 20 (2.96%) JSON
5 20 (2.96%) Pandas
6 14 (2.07%) XML
7 10 (1.48%) .NET
7 10 (1.48%) React
8 9 (1.33%) Node.js
9 8 (1.18%) scikit-learn
10 7 (1.04%) NumPy
10 7 (1.04%) SOAP
10 7 (1.04%) YAML
11 6 (0.89%) ARM Templates
11 6 (0.89%) FastAPI
12 5 (0.74%) ADO
12 5 (0.74%) Playwright
12 5 (0.74%) XGBoost
13 4 (0.59%) Middleware
Miscellaneous
1 49 (7.25%) Cloud Native
2 45 (6.66%) Product Ownership
3 24 (3.55%) Onboarding
4 23 (3.40%) Legacy Systems
5 21 (3.11%) Data Structures
6 18 (2.66%) Analytical Mindset
6 18 (2.66%) Distributed Computing
7 15 (2.22%) Enterprise Software
8 14 (2.07%) Data Protection Act
8 14 (2.07%) Management Information System
9 8 (1.18%) Greenfield Project
9 8 (1.18%) Replication
9 8 (1.18%) Self-Motivation
10 7 (1.04%) Credit Risk
10 7 (1.04%) Enterprise Cloud
10 7 (1.04%) Reinsurance
11 6 (0.89%) AI Agents
11 6 (0.89%) Blog
11 6 (0.89%) Data Centre
11 6 (0.89%) Low-Code
Operating Systems
1 16 (2.37%) Windows
2 7 (1.04%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 372 (55.03%) Analytics
2 347 (51.33%) Data Modelling
3 323 (47.78%) ETL
4 302 (44.67%) Business Intelligence
5 262 (38.76%) Data Engineering
6 245 (36.24%) Data Pipeline
7 196 (28.99%) AI
8 190 (28.11%) Decision-Making
9 181 (26.78%) Data Governance
10 162 (23.96%) Agile
11 156 (23.08%) CI/CD
11 156 (23.08%) Data Architecture
12 151 (22.34%) Problem-Solving
13 132 (19.53%) DevOps
14 120 (17.75%) Data Integration
15 103 (15.24%) Machine Learning
16 101 (14.94%) Lakehouse
17 87 (12.87%) Data Science
18 86 (12.72%) Stakeholder Engagement
19 85 (12.57%) Mentoring
Programming Languages
1 500 (73.96%) SQL
2 327 (48.37%) Python
3 63 (9.32%) Data Analysis Expressions
4 37 (5.47%) C#
5 32 (4.73%) JavaScript
6 29 (4.29%) Scala
7 25 (3.70%) R
7 25 (3.70%) T-SQL
8 22 (3.25%) Java
9 13 (1.92%) PowerShell
10 9 (1.33%) TypeScript
11 6 (0.89%) Kusto Query Language
12 5 (0.74%) Bash
13 3 (0.44%) Bicep
13 3 (0.44%) Go
14 2 (0.30%) Shell Script
14 2 (0.30%) VBScript
15 1 (0.15%) C++
Qualifications
1 90 (13.31%) Degree
1 90 (13.31%) Security Cleared
2 65 (9.62%) SC Cleared
3 29 (4.29%) Azure Certification
4 27 (3.99%) Computer Science Degree
5 17 (2.51%) AWS Certification
5 17 (2.51%) BPSS Clearance
6 13 (1.92%) DV Cleared
7 11 (1.63%) Microsoft Certification
8 7 (1.04%) Master's Degree
8 7 (1.04%) TOGAF Certification
9 6 (0.89%) DBS Check
10 5 (0.74%) ISEB
10 5 (0.74%) ISTQB
11 4 (0.59%) AWS Certified Solutions Architect
11 4 (0.59%) OCP
11 4 (0.59%) Oracle Certification
12 3 (0.44%) ACCA
12 3 (0.44%) CIMA
12 3 (0.44%) ICAEW
Quality Assurance & Compliance
1 267 (39.50%) Data Quality
2 71 (10.50%) GDPR
3 26 (3.85%) QA
4 11 (1.63%) Accessibility
5 10 (1.48%) California Consumer Privacy Act
6 5 (0.74%) EU AI Act
7 4 (0.59%) Actionable Recommendations
7 4 (0.59%) NIST
8 3 (0.44%) IFRS
8 3 (0.44%) PMO
9 2 (0.30%) Cyber Essentials
9 2 (0.30%) IFRS 17
9 2 (0.30%) ISO/IEC 27001
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 22301
10 1 (0.15%) PERC
10 1 (0.15%) SLA
System Software
1 38 (5.62%) Docker
2 8 (1.18%) Active Directory
3 1 (0.15%) Virtual Desktop
3 1 (0.15%) Virtual Machines
Systems Management
1 28 (4.14%) Kubernetes
2 6 (0.89%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
5 2 (0.30%) SQL Sentry
6 1 (0.15%) Control-M
Vendors
1 227 (33.58%) Microsoft
2 147 (21.75%) Databricks
3 34 (5.03%) SAP
4 31 (4.59%) Google
5 26 (3.85%) Oracle
6 22 (3.25%) Informatica
7 16 (2.37%) Talend
8 14 (2.07%) Salesforce
9 7 (1.04%) OpenAI
10 5 (0.74%) Netezza
10 5 (0.74%) Pega
11 4 (0.59%) Aderant
11 4 (0.59%) Intapp
11 4 (0.59%) Red Hat
11 4 (0.59%) Remedy
11 4 (0.59%) ServiceNow
11 4 (0.59%) Teradata
11 4 (0.59%) Workday
12 3 (0.44%) LexisNexis
12 3 (0.44%) PeopleSoft