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

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 278 205 144
Rank change year-on-year -73 -61 -30
Permanent jobs citing Data Warehouse 667 681 1,221
As % of all permanent jobs in England 0.64% 1.57% 1.86%
As % of the Database & Business Intelligence category 8.64% 10.89% 11.77%
Number of salaries quoted 487 404 654
10th Percentile £43,750 £43,750 £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 £85,000 £85,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £68,000 £67,500 £66,500
% change year-on-year +0.74% +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 7,718 6,252 10,378
As % of all permanent jobs advertised in England 7.45% 14.44% 15.82%
Number of salaries quoted 5,421 4,012 6,001
10th Percentile £36,875 £33,775 £38,130
25th Percentile £45,500 £44,988 £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 £81,875 £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 8 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 8 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 -63 322 £85,000 +13.33% 570
North of England -10 147 £57,500 -4.17% 146
North West -2 68 £56,529 -5.79% 92
Midlands -52 61 £51,356 -23.92% 56
South East -91 61 £62,500 -3.85% 127
Yorkshire -8 60 £63,500 +5.83% 35
West Midlands -45 47 £51,356 -14.41% 38
South West -56 44 £62,500 -2.87% 40
East of England -25 28 £62,000 +24.00% 23
North East -47 19 £48,000 -16.52% 19
East Midlands -38 14 £38,050 -43.63% 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 53 (7.95%) Apache Spark
2 45 (6.75%) Apache
3 36 (5.40%) Apache Airflow
4 17 (2.55%) 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 (5.40%) 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 15 (2.25%) Dynamics CRM
2 11 (1.65%) Actimize
3 9 (1.35%) SAP ERP
4 8 (1.20%) Carpe Diem
4 8 (1.20%) Elite 3E
5 7 (1.05%) SAP R/3
6 2 (0.30%) SAP Business One
6 2 (0.30%) SAP S/4HANA
6 2 (0.30%) Temenos T24
6 2 (0.30%) 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%) FLEXCUBE
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
Cloud Services
1 353 (52.92%) Azure
2 244 (36.58%) Power Platform
3 178 (26.69%) AWS
4 129 (19.34%) Azure Data Factory
5 92 (13.79%) GCP
6 86 (12.89%) Snowflake
7 77 (11.54%) Azure DevOps
7 77 (11.54%) Azure Synapse Analytics
8 58 (8.70%) dbt
9 57 (8.55%) Amazon S3
10 47 (7.05%) Serverless
11 29 (4.35%) AWS Lambda
12 27 (4.05%) SaaS
13 25 (3.75%) Microsoft Purview
14 23 (3.45%) Amazon EMR
14 23 (3.45%) Azure Logic Apps
14 23 (3.45%) GitHub
15 22 (3.30%) Cloud Computing
16 21 (3.15%) Azure Databricks
16 21 (3.15%) 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
1 235 (35.23%) Power BI
2 145 (21.74%) Data Lake
3 111 (16.64%) SQL Server
4 102 (15.29%) Metadata
5 71 (10.64%) Azure SQL Database
6 66 (9.90%) Amazon Redshift
7 57 (8.55%) Star Schema
8 53 (7.95%) Tableau
9 49 (7.35%) SQL Server Integration Services
9 49 (7.35%) SQL Server Reporting Services
10 43 (6.45%) Big Data
11 38 (5.70%) Power Query
12 37 (5.55%) BigQuery
13 32 (4.80%) Enterprise Data Warehouse
14 31 (4.65%) NoSQL
15 29 (4.35%) Snowflake Schema
16 26 (3.90%) Relational Database
17 24 (3.60%) PostgreSQL
18 19 (2.85%) Delta Lake
19 17 (2.55%) MongoDB
Development Applications
1 69 (10.34%) Git
2 27 (4.05%) JIRA
3 23 (3.45%) Jenkins
4 13 (1.95%) GitLab
5 9 (1.35%) 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%) Snyk
8 3 (0.45%) SonarQube
8 3 (0.45%) Visual Studio Code
9 2 (0.30%) MLflow
General
1 199 (29.84%) Social Skills
2 181 (27.14%) Finance
3 151 (22.64%) Analytical Skills
4 49 (7.35%) Public Sector
5 47 (7.05%) Banking
6 27 (4.05%) Legal
7 25 (3.75%) Marketing
8 24 (3.60%) Law
8 24 (3.60%) Manufacturing
9 20 (3.00%) Retail
10 18 (2.70%) Inclusion and Diversity
11 16 (2.40%) Influencing Skills
12 15 (2.25%) Aerospace
13 13 (1.95%) Advertising
14 12 (1.80%) Presentation Skills
15 10 (1.50%) Fire and Rescue
15 10 (1.50%) Local Government
16 9 (1.35%) Military
17 8 (1.20%) Documentation Skills
18 7 (1.05%) Retail Banking
Job Titles
1 252 (37.78%) Data Engineer
2 125 (18.74%) Senior
3 96 (14.39%) Lead
4 78 (11.69%) Architect
5 72 (10.79%) Analyst
6 71 (10.64%) Developer
7 69 (10.34%) Data Architect
8 60 (9.00%) Senior Data Engineer
9 47 (7.05%) Azure Engineer
10 38 (5.70%) Data Analyst
11 34 (5.10%) Business Intelligence Developer
12 29 (4.35%) Business Intelligence Analyst
13 26 (3.90%) Lead Data Engineer
14 25 (3.75%) Azure Data Engineer
15 19 (2.85%) Consultant
15 19 (2.85%) Databricks Engineer
16 17 (2.55%) Data Manager
17 15 (2.25%) Senior Developer
17 15 (2.25%) SQL Developer
18 14 (2.10%) Senior Analyst
Libraries, Frameworks & Software Standards
1 56 (8.40%) PySpark
2 35 (5.25%) REST
3 34 (5.10%) Terraform
4 32 (4.80%) Kafka
5 19 (2.85%) JSON
5 19 (2.85%) 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%) 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%) ARM Templates
12 5 (0.75%) Playwright
12 5 (0.75%) XGBoost
13 4 (0.60%) Middleware
Miscellaneous
1 49 (7.35%) Cloud Native
2 46 (6.90%) Product Ownership
3 24 (3.60%) Onboarding
4 22 (3.30%) Legacy Systems
5 21 (3.15%) Data Structures
6 19 (2.85%) Distributed Computing
7 17 (2.55%) Analytical Mindset
8 15 (2.25%) Enterprise Software
9 13 (1.95%) Data Protection Act
9 13 (1.95%) Management Information System
10 8 (1.20%) Greenfield Project
10 8 (1.20%) Replication
10 8 (1.20%) Self-Motivation
11 7 (1.05%) Credit Risk
11 7 (1.05%) Enterprise Cloud
11 7 (1.05%) Reinsurance
12 6 (0.90%) AI Agents
12 6 (0.90%) Blog
12 6 (0.90%) Data Centre
13 5 (0.75%) Distributed Systems
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
1 366 (54.87%) Analytics
2 347 (52.02%) Data Modelling
3 318 (47.68%) ETL
4 299 (44.83%) Business Intelligence
5 253 (37.93%) Data Engineering
6 242 (36.28%) Data Pipeline
7 193 (28.94%) AI
8 187 (28.04%) Decision-Making
9 174 (26.09%) Data Governance
10 161 (24.14%) Agile
11 156 (23.39%) CI/CD
12 149 (22.34%) Data Architecture
12 149 (22.34%) Problem-Solving
13 133 (19.94%) DevOps
14 121 (18.14%) Data Integration
15 102 (15.29%) Machine Learning
16 100 (14.99%) Lakehouse
17 87 (13.04%) Data Science
18 85 (12.74%) Stakeholder Engagement
19 83 (12.44%) Mentoring
Programming Languages
1 490 (73.46%) SQL
2 319 (47.83%) Python
3 65 (9.75%) Data Analysis Expressions
4 38 (5.70%) C#
5 32 (4.80%) JavaScript
6 30 (4.50%) Scala
7 28 (4.20%) T-SQL
8 25 (3.75%) R
9 21 (3.15%) Java
10 13 (1.95%) PowerShell
11 9 (1.35%) 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 94 (14.09%) Security Cleared
2 86 (12.89%) Degree
3 68 (10.19%) SC Cleared
4 27 (4.05%) Azure Certification
5 24 (3.60%) Computer Science Degree
6 18 (2.70%) AWS Certification
7 17 (2.55%) BPSS Clearance
8 13 (1.95%) DV Cleared
9 11 (1.65%) 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
1 263 (39.43%) Data Quality
2 68 (10.19%) GDPR
3 26 (3.90%) QA
4 11 (1.65%) Accessibility
5 10 (1.50%) 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 37 (5.55%) Docker
2 8 (1.20%) Active Directory
3 1 (0.15%) Virtual Desktop
3 1 (0.15%) Virtual Machines
Systems Management
1 27 (4.05%) Kubernetes
2 5 (0.75%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
4 3 (0.45%) SQL Sentry
5 1 (0.15%) Control-M
Vendors
1 230 (34.48%) Microsoft
2 144 (21.59%) Databricks
3 36 (5.40%) SAP
4 32 (4.80%) Google
5 25 (3.75%) Oracle
6 22 (3.30%) Informatica
7 15 (2.25%) Talend
8 13 (1.95%) Salesforce
9 6 (0.90%) 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