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

6 months to
11 Oct 2026
Same period 2025 Same period 2024
Rank 280 208 145
Rank change year-on-year -72 -63 -27
Permanent jobs citing Data Warehouse 680 666 1,186
As % of all permanent jobs in England 0.65% 1.55% 1.83%
As % of the Database & Business Intelligence category 8.75% 10.73% 11.46%
Number of salaries quoted 492 398 643
10th Percentile £43,750 £43,450 £42,500
25th Percentile £51,389 £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 £85,000 £85,000
90th Percentile £100,000 £100,750 £102,000
UK median annual salary £69,000 £67,500 £67,000
% change year-on-year +2.22% +0.75% +3.08%

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 7,770 6,205 10,352
As % of all permanent jobs advertised in England 7.47% 14.42% 15.98%
Number of salaries quoted 5,410 3,989 5,910
10th Percentile £37,500 £33,750 £38,750
25th Percentile £45,750 £43,750 £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 £81,500 £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 11 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 11 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 -59 325 £85,000 +13.33% 638
North of England -7 152 £60,000 - 144
North West +1 71 £56,529 -3.78% 99
Midlands -54 65 £51,356 -23.92% 53
Yorkshire -16 62 £62,500 +4.17% 29
South East -86 62 £62,500 -3.85% 83
West Midlands -49 50 £55,000 -8.33% 37
South West -59 43 £62,500 -2.87% 51
East of England -34 29 £62,250 +38.33% 32
North East -54 19 £48,000 -16.52% 17
East Midlands -34 15 £38,050 -43.63% 16
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 55 (8.09%) Apache Spark
2 46 (6.76%) Apache
3 38 (5.59%) Apache Airflow
4 16 (2.35%) SharePoint
5 8 (1.18%) SAS
6 7 (1.03%) Confluence
7 2 (0.29%) Luigi
8 1 (0.15%) Apache Superset
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 38 (5.59%) Microsoft Excel
2 3 (0.44%) Notion
3 2 (0.29%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
3 2 (0.29%) Spreadsheet
4 1 (0.15%) Chatbot
4 1 (0.15%) Microsoft Project
4 1 (0.15%) MS Visio
Business Applications
1 16 (2.35%) Dynamics CRM
2 11 (1.62%) Actimize
3 9 (1.32%) SAP ERP
4 8 (1.18%) Carpe Diem
4 8 (1.18%) Elite 3E
5 7 (1.03%) SAP R/3
6 2 (0.29%) SAP Business One
6 2 (0.29%) SAP S/4HANA
6 2 (0.29%) Temenos T24
6 2 (0.29%) Workday HCM
7 1 (0.15%) Academy Revenues and Benefits
7 1 (0.15%) Bloomberg TOMS
7 1 (0.15%) Finacle
7 1 (0.15%) Loan IQ
7 1 (0.15%) NetSuite
7 1 (0.15%) Sage X3
7 1 (0.15%) SAP HCM
7 1 (0.15%) SAP MDG
7 1 (0.15%) Sparx Enterprise Architect
7 1 (0.15%) SystmOne
Cloud Services
1 362 (53.24%) Azure
2 251 (36.91%) Power Platform
3 180 (26.47%) AWS
4 132 (19.41%) Azure Data Factory
5 92 (13.53%) GCP
6 89 (13.09%) Snowflake
7 79 (11.62%) Azure Synapse Analytics
8 77 (11.32%) Azure DevOps
9 59 (8.68%) dbt
10 57 (8.38%) Amazon S3
11 46 (6.76%) Serverless
12 29 (4.26%) AWS Lambda
13 28 (4.12%) SaaS
14 25 (3.68%) Microsoft Purview
15 24 (3.53%) Amazon EMR
15 24 (3.53%) Azure Logic Apps
15 24 (3.53%) GitHub
16 22 (3.24%) Cloud Computing
17 21 (3.09%) Azure Databricks
18 20 (2.94%) PowerApps
Communications & Networking
1 4 (0.59%) Kerberos
1 4 (0.59%) NAS
2 2 (0.29%) 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
1 242 (35.59%) Power BI
2 147 (21.62%) Data Lake
3 112 (16.47%) SQL Server
4 104 (15.29%) Metadata
5 73 (10.74%) Azure SQL Database
6 67 (9.85%) Amazon Redshift
7 58 (8.53%) Star Schema
8 54 (7.94%) Tableau
9 49 (7.21%) SQL Server Reporting Services
10 48 (7.06%) SQL Server Integration Services
11 43 (6.32%) Big Data
11 43 (6.32%) Power Query
12 36 (5.29%) BigQuery
13 34 (5.00%) Enterprise Data Warehouse
14 31 (4.56%) NoSQL
14 31 (4.56%) Relational Database
15 30 (4.41%) Snowflake Schema
16 23 (3.38%) PostgreSQL
17 19 (2.79%) Delta Lake
18 18 (2.65%) Azure SQL Data Warehouse
Development Applications
1 71 (10.44%) Git
2 26 (3.82%) JIRA
3 23 (3.38%) Jenkins
4 14 (2.06%) GitLab
5 9 (1.32%) 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%) Zephyr
8 4 (0.59%) Visual Studio
9 3 (0.44%) Bitbucket
9 3 (0.44%) Cypress.io
9 3 (0.44%) JUnit
9 3 (0.44%) Snyk
9 3 (0.44%) SonarQube
9 3 (0.44%) Visual Studio Code
10 2 (0.29%) MLflow
General
1 204 (30.00%) Social Skills
2 187 (27.50%) Finance
3 156 (22.94%) Analytical Skills
4 50 (7.35%) Banking
5 49 (7.21%) Public Sector
6 26 (3.82%) Legal
7 24 (3.53%) Law
7 24 (3.53%) Manufacturing
7 24 (3.53%) Marketing
8 20 (2.94%) Inclusion and Diversity
8 20 (2.94%) Retail
9 16 (2.35%) Influencing Skills
10 15 (2.21%) Aerospace
11 14 (2.06%) Presentation Skills
12 13 (1.91%) Advertising
13 10 (1.47%) Fire and Rescue
13 10 (1.47%) Local Government
14 9 (1.32%) Military
15 8 (1.18%) Documentation Skills
16 7 (1.03%) Retail Banking
Job Titles
1 258 (37.94%) Data Engineer
2 126 (18.53%) Senior
3 97 (14.26%) Lead
4 80 (11.76%) Architect
5 74 (10.88%) Analyst
6 73 (10.74%) Developer
7 71 (10.44%) Data Architect
8 61 (8.97%) Senior Data Engineer
9 47 (6.91%) Azure Engineer
10 39 (5.74%) Data Analyst
11 37 (5.44%) Business Intelligence Developer
12 30 (4.41%) Business Intelligence Analyst
13 26 (3.82%) Lead Data Engineer
14 25 (3.68%) Azure Data Engineer
15 19 (2.79%) Consultant
15 19 (2.79%) Databricks Engineer
16 16 (2.35%) Data Manager
17 15 (2.21%) Senior Developer
17 15 (2.21%) SQL Developer
18 14 (2.06%) Senior Analyst
Libraries, Frameworks & Software Standards
1 61 (8.97%) PySpark
2 34 (5.00%) REST
2 34 (5.00%) Terraform
3 33 (4.85%) Kafka
4 19 (2.79%) Pandas
5 17 (2.50%) JSON
6 14 (2.06%) XML
7 10 (1.47%) React
8 9 (1.32%) .NET
8 9 (1.32%) Node.js
9 8 (1.18%) scikit-learn
10 7 (1.03%) NumPy
11 6 (0.88%) FastAPI
11 6 (0.88%) SOAP
11 6 (0.88%) YAML
12 5 (0.74%) ADO
12 5 (0.74%) ARM Templates
12 5 (0.74%) Playwright
12 5 (0.74%) XGBoost
13 4 (0.59%) Middleware
Miscellaneous
1 48 (7.06%) Cloud Native
2 46 (6.76%) Product Ownership
3 23 (3.38%) Onboarding
4 22 (3.24%) Data Structures
4 22 (3.24%) Legacy Systems
5 18 (2.65%) Distributed Computing
6 17 (2.50%) Analytical Mindset
7 14 (2.06%) Enterprise Software
8 13 (1.91%) Data Protection Act
8 13 (1.91%) Management Information System
9 8 (1.18%) Enterprise Cloud
9 8 (1.18%) Greenfield Project
9 8 (1.18%) Replication
9 8 (1.18%) Self-Motivation
10 7 (1.03%) Credit Risk
10 7 (1.03%) Reinsurance
11 6 (0.88%) AI Agents
11 6 (0.88%) Blog
11 6 (0.88%) Data Centre
11 6 (0.88%) Driving Licence
Operating Systems
1 16 (2.35%) Windows
2 7 (1.03%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 373 (54.85%) Analytics
2 362 (53.24%) Data Modelling
3 328 (48.24%) ETL
4 308 (45.29%) Business Intelligence
5 262 (38.53%) Data Engineering
6 250 (36.76%) Data Pipeline
7 199 (29.26%) AI
8 196 (28.82%) Decision-Making
9 178 (26.18%) Data Governance
10 165 (24.26%) Agile
11 156 (22.94%) CI/CD
12 154 (22.65%) Data Architecture
13 153 (22.50%) Problem-Solving
14 136 (20.00%) DevOps
15 124 (18.24%) Data Integration
16 104 (15.29%) Lakehouse
16 104 (15.29%) Machine Learning
17 87 (12.79%) Data Science
18 85 (12.50%) Roadmaps
18 85 (12.50%) Stakeholder Engagement
Programming Languages
1 504 (74.12%) SQL
2 328 (48.24%) Python
3 69 (10.15%) Data Analysis Expressions
4 37 (5.44%) C#
5 31 (4.56%) JavaScript
6 30 (4.41%) Scala
6 30 (4.41%) T-SQL
7 25 (3.68%) R
8 21 (3.09%) Java
9 13 (1.91%) PowerShell
10 9 (1.32%) TypeScript
11 6 (0.88%) Kusto Query Language
12 5 (0.74%) Bash
13 3 (0.44%) Bicep
13 3 (0.44%) Go
14 2 (0.29%) Shell Script
14 2 (0.29%) VBScript
15 1 (0.15%) C++
Qualifications
1 94 (13.82%) Security Cleared
2 86 (12.65%) Degree
3 68 (10.00%) SC Cleared
4 27 (3.97%) Azure Certification
5 24 (3.53%) Computer Science Degree
6 19 (2.79%) AWS Certification
7 17 (2.50%) BPSS Clearance
8 13 (1.91%) DV Cleared
9 11 (1.62%) Microsoft Certification
10 7 (1.03%) Master's Degree
10 7 (1.03%) TOGAF Certification
11 6 (0.88%) DBS Check
12 5 (0.74%) ISEB
12 5 (0.74%) ISTQB
13 4 (0.59%) AWS Certified Solutions Architect
13 4 (0.59%) OCP
13 4 (0.59%) Oracle Certification
14 3 (0.44%) ACCA
14 3 (0.44%) CIMA
14 3 (0.44%) ICAEW
Quality Assurance & Compliance
1 276 (40.59%) Data Quality
2 68 (10.00%) GDPR
3 27 (3.97%) QA
4 13 (1.91%) Accessibility
5 10 (1.47%) 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 (0.29%) Cyber Essentials
9 2 (0.29%) IFRS 17
9 2 (0.29%) 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 (5.59%) Docker
2 8 (1.18%) Active Directory
3 1 (0.15%) Virtual Desktop
3 1 (0.15%) Virtual Machines
Systems Management
1 29 (4.26%) Kubernetes
2 5 (0.74%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
4 3 (0.44%) SQL Sentry
5 1 (0.15%) Control-M
Vendors
1 244 (35.88%) Microsoft
2 148 (21.76%) Databricks
3 36 (5.29%) SAP
4 32 (4.71%) Google
5 24 (3.53%) Oracle
6 23 (3.38%) Informatica
7 15 (2.21%) Salesforce
7 15 (2.21%) Talend
8 6 (0.88%) OpenAI
9 5 (0.74%) Netezza
9 5 (0.74%) Pega
9 5 (0.74%) Teradata
10 4 (0.59%) Aderant
10 4 (0.59%) Intapp
10 4 (0.59%) Red Hat
10 4 (0.59%) Remedy
10 4 (0.59%) ServiceNow
10 4 (0.59%) Workday
11 3 (0.44%) LexisNexis
11 3 (0.44%) PeopleSoft