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

6 months to
22 Sep 2026
Same period 2025 Same period 2024
Rank 284 207 142
Rank change year-on-year -77 -65 -25
Permanent jobs citing Data Warehouse 670 686 1,246
As % of all permanent jobs in England 0.65% 1.60% 1.84%
As % of the Database & Business Intelligence category 8.41% 10.82% 11.85%
Number of salaries quoted 496 414 697
10th Percentile £43,750 £43,750 £42,500
25th Percentile £51,330 £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 7,968 6,341 10,514
As % of all permanent jobs advertised in England 7.78% 14.82% 15.54%
Number of salaries quoted 5,582 4,118 6,359
10th Percentile £36,500 £33,925 £37,750
25th Percentile £46,000 £45,000 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +2.93%
75th Percentile £80,000 £81,250 £90,000
90th Percentile £95,000 £110,000 £118,750
UK median annual salary £60,000 £60,000 £64,244
% change year-on-year - -6.61% +2.79%

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 22 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 22 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 -74 309 £85,000 +13.33% 470
North of England +3 156 £57,500 -4.17% 140
North West -15 69 £56,100 -6.50% 85
South East -83 64 £62,500 -3.85% 114
Yorkshire -14 62 £62,500 +4.17% 40
Midlands -67 61 £51,356 -20.99% 55
South West -59 46 £60,000 -10.68% 39
West Midlands -65 46 £55,000 -8.33% 37
East of England -24 29 £62,500 +25.00% 23
North East -45 25 £48,000 -16.52% 15
East Midlands -34 15 £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 55 (8.21%) Apache Spark
2 41 (6.12%) Apache
3 39 (5.82%) Apache Airflow
4 15 (2.24%) SharePoint
5 9 (1.34%) Confluence
6 8 (1.19%) SAS
7 2 (0.30%) Luigi
8 1 (0.15%) Apache Superset
8 1 (0.15%) CMS
8 1 (0.15%) GeoServer
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 34 (5.07%) 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
Business Applications
1 11 (1.64%) Dynamics CRM
2 8 (1.19%) Actimize
2 8 (1.19%) Carpe Diem
2 8 (1.19%) Elite 3E
3 7 (1.04%) 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
1 355 (52.99%) Azure
2 244 (36.42%) Power Platform
3 186 (27.76%) AWS
4 125 (18.66%) Azure Data Factory
5 98 (14.63%) Snowflake
6 96 (14.33%) GCP
7 77 (11.49%) Azure Synapse Analytics
8 75 (11.19%) Azure DevOps
9 57 (8.51%) dbt
10 55 (8.21%) Amazon S3
11 46 (6.87%) Serverless
12 27 (4.03%) AWS Lambda
13 26 (3.88%) Azure Databricks
13 26 (3.88%) Azure Logic Apps
13 26 (3.88%) Microsoft Purview
14 25 (3.73%) SaaS
15 22 (3.28%) PowerApps
16 21 (3.13%) Amazon EMR
16 21 (3.13%) Cloud Computing
16 21 (3.13%) GitHub
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
1 233 (34.78%) Power BI
2 156 (23.28%) Data Lake
3 106 (15.82%) SQL Server
4 97 (14.48%) Metadata
5 71 (10.60%) Amazon Redshift
5 71 (10.60%) Azure SQL Database
6 62 (9.25%) Tableau
7 60 (8.96%) Star Schema
8 48 (7.16%) SQL Server Integration Services
9 46 (6.87%) Big Data
9 46 (6.87%) SQL Server Reporting Services
10 43 (6.42%) BigQuery
11 33 (4.93%) Snowflake Schema
12 32 (4.78%) Power Query
13 30 (4.48%) NoSQL
14 28 (4.18%) Enterprise Data Warehouse
15 25 (3.73%) PostgreSQL
15 25 (3.73%) Relational Database
16 19 (2.84%) Delta Lake
17 18 (2.69%) Azure SQL Data Warehouse
Development Applications
1 64 (9.55%) Git
2 26 (3.88%) JIRA
3 23 (3.43%) Jenkins
4 9 (1.34%) GitLab
4 9 (1.34%) Selenium
5 8 (1.19%) Postman
6 7 (1.04%) MLflow
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%) Zephyr
8 4 (0.60%) Visual Studio
9 3 (0.45%) Bitbucket
9 3 (0.45%) Cypress.io
9 3 (0.45%) JUnit
9 3 (0.45%) Snyk
9 3 (0.45%) SonarQube
9 3 (0.45%) Visual Studio Code
General
1 200 (29.85%) Social Skills
2 172 (25.67%) Finance
3 163 (24.33%) Analytical Skills
4 45 (6.72%) Public Sector
5 42 (6.27%) Banking
6 26 (3.88%) Legal
7 24 (3.58%) Marketing
8 23 (3.43%) Law
9 22 (3.28%) Manufacturing
10 20 (2.99%) Retail
11 18 (2.69%) Inclusion and Diversity
12 16 (2.39%) Influencing Skills
13 13 (1.94%) Advertising
13 13 (1.94%) Aerospace
14 11 (1.64%) Local Government
14 11 (1.64%) Presentation Skills
15 9 (1.34%) Fire and Rescue
15 9 (1.34%) Military
16 7 (1.04%) Documentation Skills
16 7 (1.04%) Retail Banking
Job Titles
1 258 (38.51%) Data Engineer
2 126 (18.81%) Senior
3 100 (14.93%) Lead
4 74 (11.04%) Architect
5 70 (10.45%) Analyst
6 68 (10.15%) Developer
7 65 (9.70%) Data Architect
8 59 (8.81%) Senior Data Engineer
9 48 (7.16%) Azure Engineer
10 39 (5.82%) Data Analyst
11 34 (5.07%) Business Intelligence Developer
11 34 (5.07%) Lead Data Engineer
12 26 (3.88%) Databricks Engineer
13 24 (3.58%) Azure Data Engineer
13 24 (3.58%) Business Intelligence Analyst
14 19 (2.84%) Consultant
14 19 (2.84%) Databricks Data Engineer
15 16 (2.39%) Data Manager
16 14 (2.09%) Data Consultant
16 14 (2.09%) Senior Analyst
Libraries, Frameworks & Software Standards
1 59 (8.81%) PySpark
2 40 (5.97%) Terraform
3 37 (5.52%) Kafka
4 35 (5.22%) REST
5 20 (2.99%) Pandas
6 19 (2.84%) JSON
7 13 (1.94%) XML
8 12 (1.79%) scikit-learn
9 10 (1.49%) .NET
9 10 (1.49%) React
10 9 (1.34%) Node.js
11 8 (1.19%) ARM Templates
12 7 (1.04%) NumPy
12 7 (1.04%) SOAP
12 7 (1.04%) YAML
13 6 (0.90%) FastAPI
13 6 (0.90%) TensorFlow
14 5 (0.75%) LangChain
14 5 (0.75%) pgvector
14 5 (0.75%) XGBoost
Miscellaneous
1 52 (7.76%) Cloud Native
2 44 (6.57%) Product Ownership
3 25 (3.73%) Onboarding
4 24 (3.58%) Legacy Systems
5 21 (3.13%) Data Structures
6 18 (2.69%) Analytical Mindset
6 18 (2.69%) Distributed Computing
7 15 (2.24%) Enterprise Software
8 14 (2.09%) Management Information System
9 13 (1.94%) Data Protection Act
10 8 (1.19%) Public Cloud
10 8 (1.19%) Reinsurance
10 8 (1.19%) Replication
10 8 (1.19%) Self-Motivation
11 7 (1.04%) Clustering
11 7 (1.04%) Greenfield Project
12 6 (0.90%) Blog
12 6 (0.90%) Credit Risk
12 6 (0.90%) Enterprise Cloud
12 6 (0.90%) Reference Data
Operating Systems
1 16 (2.39%) Windows
2 7 (1.04%) Linux
3 5 (0.75%) Windows Server
4 4 (0.60%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 375 (55.97%) Analytics
2 343 (51.19%) Data Modelling
3 313 (46.72%) ETL
4 303 (45.22%) Business Intelligence
5 273 (40.75%) Data Engineering
6 246 (36.72%) Data Pipeline
7 206 (30.75%) AI
8 190 (28.36%) Data Governance
9 189 (28.21%) Decision-Making
10 159 (23.73%) Agile
11 157 (23.43%) CI/CD
12 152 (22.69%) Data Architecture
12 152 (22.69%) Problem-Solving
13 130 (19.40%) DevOps
14 122 (18.21%) Data Integration
15 112 (16.72%) Machine Learning
16 110 (16.42%) Lakehouse
17 97 (14.48%) Data Science
18 88 (13.13%) Stakeholder Engagement
19 86 (12.84%) Mentoring
Programming Languages
1 493 (73.58%) SQL
2 331 (49.40%) Python
3 59 (8.81%) Data Analysis Expressions
4 35 (5.22%) C#
5 31 (4.63%) JavaScript
6 28 (4.18%) Scala
7 27 (4.03%) R
8 23 (3.43%) T-SQL
9 22 (3.28%) Java
10 12 (1.79%) PowerShell
11 8 (1.19%) 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%) Julia
16 2 (0.30%) Shell Script
16 2 (0.30%) VBScript
17 1 (0.15%) C++
Qualifications
1 95 (14.18%) Degree
2 86 (12.84%) Security Cleared
3 61 (9.10%) SC Cleared
4 30 (4.48%) Azure Certification
5 28 (4.18%) Computer Science Degree
6 16 (2.39%) AWS Certification
6 16 (2.39%) BPSS Clearance
7 11 (1.64%) DV Cleared
8 8 (1.19%) DBS Check
8 8 (1.19%) Master's Degree
8 8 (1.19%) Microsoft Certification
9 7 (1.04%) TOGAF Certification
10 5 (0.75%) ISEB
10 5 (0.75%) ISTQB
11 4 (0.60%) AWS Certified Solutions Architect
11 4 (0.60%) OCP
11 4 (0.60%) Oracle Certification
11 4 (0.60%) Tableau Certification
12 3 (0.45%) ACCA
12 3 (0.45%) PMP
Quality Assurance & Compliance
1 257 (38.36%) Data Quality
2 75 (11.19%) GDPR
3 22 (3.28%) QA
4 14 (2.09%) California Consumer Privacy Act
5 10 (1.49%) Accessibility
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%) IFRS 17
9 2 (0.30%) Solvency II
10 1 (0.15%) Cyber Essentials
10 1 (0.15%) HIPAA
10 1 (0.15%) ISO 20022
10 1 (0.15%) ISO 22301
10 1 (0.15%) ISO/IEC 27001
10 1 (0.15%) PERC
10 1 (0.15%) Sarbanes-Oxley
10 1 (0.15%) SLA
System Software
1 36 (5.37%) Docker
2 8 (1.19%) Active Directory
Systems Management
1 28 (4.18%) Kubernetes
2 6 (0.90%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
5 1 (0.15%) Control-M
Vendors
1 212 (31.64%) Microsoft
2 161 (24.03%) Databricks
3 33 (4.93%) SAP
4 30 (4.48%) Google
5 27 (4.03%) Informatica
6 25 (3.73%) Oracle
7 16 (2.39%) Talend
8 13 (1.94%) Salesforce
9 10 (1.49%) Dell
10 8 (1.19%) Teradata
11 7 (1.04%) OpenAI
12 5 (0.75%) Denodo
12 5 (0.75%) Netezza
12 5 (0.75%) Pega
13 4 (0.60%) Aderant
13 4 (0.60%) Cloudera
13 4 (0.60%) Intapp
13 4 (0.60%) Red Hat
13 4 (0.60%) Remedy
13 4 (0.60%) ServiceNow