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

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 280 207 148
Rank change year-on-year -73 -59 -31
Permanent jobs citing Data Warehouse 669 695 1,245
As % of all permanent jobs in England 0.67% 1.60% 1.81%
As % of the Database & Business Intelligence category 8.48% 10.75% 11.71%
Number of salaries quoted 489 412 714
10th Percentile £43,700 £42,525 £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 £83,375
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £67,500 £67,500 £67,500
% change year-on-year - - +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 7,892 6,466 10,629
As % of all permanent jobs advertised in England 7.88% 14.90% 15.43%
Number of salaries quoted 5,502 4,197 6,636
10th Percentile £36,250 £33,750 £37,500
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% +1.17%
75th Percentile £80,000 £81,250 £87,500
90th Percentile £96,250 £110,000 £118,750
UK median annual salary £60,000 £60,000 £62,500
% change year-on-year - -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 13 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 13 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 -64 312 £85,000 +13.33% 421
North of England +14 153 £57,500 -4.17% 69
North West +8 64 £56,100 -6.50% 38
Yorkshire -10 63 £62,500 +4.17% 26
South East -84 62 £62,500 -3.85% 88
Midlands -82 59 £51,356 -20.99% 28
South West -51 44 £60,000 -14.29% 28
West Midlands -60 44 £55,000 -8.71% 19
East of England -24 33 £62,500 +25.00% 23
North East -40 26 £48,000 -16.52% 5
East Midlands -41 15 £38,600 -42.81% 9
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 63 (9.42%) Apache Spark
2 52 (7.77%) Apache Airflow
3 41 (6.13%) Apache
4 14 (2.09%) SharePoint
5 9 (1.35%) Confluence
6 8 (1.20%) 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 31 (4.63%) 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
Business Applications
1 10 (1.49%) Dynamics CRM
2 8 (1.20%) Carpe Diem
2 8 (1.20%) Elite 3E
3 6 (0.90%) Actimize
3 6 (0.90%) SAP ERP
4 4 (0.60%) SAP R/3
5 3 (0.45%) SAP S/4HANA
6 2 (0.30%) SAP Business One
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
1 356 (53.21%) Azure
2 245 (36.62%) Power Platform
3 199 (29.75%) AWS
4 116 (17.34%) Azure Data Factory
5 113 (16.89%) Snowflake
6 107 (15.99%) GCP
7 85 (12.71%) Azure Synapse Analytics
8 72 (10.76%) dbt
9 69 (10.31%) Azure DevOps
10 55 (8.22%) Amazon S3
11 46 (6.88%) Serverless
12 27 (4.04%) AWS Lambda
12 27 (4.04%) Azure Logic Apps
13 26 (3.89%) Azure Databricks
14 25 (3.74%) Microsoft Purview
15 23 (3.44%) SaaS
16 22 (3.29%) GitHub
17 21 (3.14%) Amazon EMR
17 21 (3.14%) PowerApps
18 20 (2.99%) 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
1 234 (34.98%) Power BI
2 173 (25.86%) Data Lake
3 100 (14.95%) SQL Server
4 92 (13.75%) Metadata
5 82 (12.26%) Amazon Redshift
6 73 (10.91%) Tableau
7 63 (9.42%) Azure SQL Database
8 56 (8.37%) Star Schema
9 55 (8.22%) BigQuery
10 46 (6.88%) Big Data
11 45 (6.73%) SQL Server Integration Services
11 45 (6.73%) SQL Server Reporting Services
12 40 (5.98%) Snowflake Schema
13 30 (4.48%) Looker
14 27 (4.04%) Power Query
15 26 (3.89%) NoSQL
16 25 (3.74%) PostgreSQL
17 24 (3.59%) Enterprise Data Warehouse
18 20 (2.99%) Relational Database
19 19 (2.84%) Azure SQL Data Warehouse
Development Applications
1 60 (8.97%) Git
2 26 (3.89%) JIRA
3 21 (3.14%) Jenkins
4 18 (2.69%) MLflow
5 9 (1.35%) Selenium
6 8 (1.20%) GitLab
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%) Zephyr
8 4 (0.60%) SQL Server Management Studio (SSMS)
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
1 198 (29.60%) Social Skills
2 171 (25.56%) Finance
3 169 (25.26%) Analytical Skills
4 42 (6.28%) Banking
4 42 (6.28%) Public Sector
5 25 (3.74%) Legal
6 24 (3.59%) Marketing
7 23 (3.44%) Law
8 21 (3.14%) Manufacturing
8 21 (3.14%) Retail
9 18 (2.69%) Inclusion and Diversity
10 16 (2.39%) Influencing Skills
11 13 (1.94%) Advertising
12 12 (1.79%) Aerospace
12 12 (1.79%) Presentation Skills
13 11 (1.64%) Local Government
14 9 (1.35%) Military
15 8 (1.20%) Documentation Skills
15 8 (1.20%) Fire and Rescue
16 7 (1.05%) Retail Banking
Job Titles
1 247 (36.92%) Data Engineer
2 130 (19.43%) Senior
3 96 (14.35%) Lead
4 75 (11.21%) Architect
5 67 (10.01%) Analyst
6 66 (9.87%) Data Architect
6 66 (9.87%) Developer
7 55 (8.22%) Senior Data Engineer
8 45 (6.73%) Azure Engineer
9 38 (5.68%) Data Analyst
10 34 (5.08%) Lead Data Engineer
11 33 (4.93%) Business Intelligence Developer
12 27 (4.04%) Databricks Engineer
13 21 (3.14%) Azure Data Engineer
13 21 (3.14%) Business Intelligence Analyst
14 20 (2.99%) Databricks Data Engineer
15 18 (2.69%) Consultant
16 15 (2.24%) Data Manager
16 15 (2.24%) Senior Systems Engineer
16 15 (2.24%) Systems Engineer
Libraries, Frameworks & Software Standards
1 51 (7.62%) PySpark
2 49 (7.32%) Kafka
3 42 (6.28%) Terraform
4 34 (5.08%) REST
5 22 (3.29%) scikit-learn
6 19 (2.84%) JSON
6 19 (2.84%) Pandas
7 17 (2.54%) TensorFlow
8 16 (2.39%) LangChain
8 16 (2.39%) pgvector
8 16 (2.39%) PyTorch
9 15 (2.24%) LlamaIndex
10 13 (1.94%) XML
11 11 (1.64%) .NET
12 10 (1.49%) React
13 9 (1.35%) ARM Templates
13 9 (1.35%) Node.js
14 7 (1.05%) NumPy
14 7 (1.05%) SOAP
15 6 (0.90%) YAML
Miscellaneous
1 66 (9.87%) Cloud Native
2 40 (5.98%) Product Ownership
3 25 (3.74%) Onboarding
4 22 (3.29%) Legacy Systems
5 21 (3.14%) Data Structures
6 19 (2.84%) Public Cloud
7 18 (2.69%) Analytical Mindset
7 18 (2.69%) Clustering
7 18 (2.69%) Distributed Computing
8 13 (1.94%) Enterprise Software
9 12 (1.79%) Data Protection Act
9 12 (1.79%) Management Information System
10 8 (1.20%) Replication
10 8 (1.20%) Self-Motivation
11 7 (1.05%) Greenfield Project
11 7 (1.05%) Reference Data
11 7 (1.05%) Reinsurance
12 6 (0.90%) Blog
12 6 (0.90%) Credit Risk
12 6 (0.90%) Data Centre
Operating Systems
1 14 (2.09%) 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
1 380 (56.80%) Analytics
2 339 (50.67%) Data Modelling
3 311 (46.49%) Business Intelligence
4 310 (46.34%) ETL
5 283 (42.30%) Data Engineering
6 242 (36.17%) Data Pipeline
7 229 (34.23%) AI
8 199 (29.75%) Data Governance
9 190 (28.40%) Decision-Making
10 153 (22.87%) CI/CD
11 149 (22.27%) Agile
12 147 (21.97%) Problem-Solving
13 144 (21.52%) Data Architecture
14 130 (19.43%) Lakehouse
15 126 (18.83%) Machine Learning
16 125 (18.68%) DevOps
17 116 (17.34%) Data Science
18 112 (16.74%) Data Integration
19 88 (13.15%) Stakeholder Engagement
20 85 (12.71%) Data Management
Programming Languages
1 488 (72.94%) SQL
2 336 (50.22%) Python
3 55 (8.22%) Data Analysis Expressions
4 34 (5.08%) C#
5 29 (4.33%) JavaScript
6 27 (4.04%) R
7 26 (3.89%) Scala
8 22 (3.29%) Java
9 20 (2.99%) T-SQL
10 12 (1.79%) PowerShell
11 7 (1.05%) TypeScript
12 6 (0.90%) Kusto Query Language
13 5 (0.75%) Bash
14 4 (0.60%) Go
14 4 (0.60%) Julia
15 3 (0.45%) Bicep
16 2 (0.30%) Shell Script
16 2 (0.30%) VBScript
17 1 (0.15%) C++
Qualifications
1 100 (14.95%) Degree
2 82 (12.26%) Security Cleared
3 56 (8.37%) SC Cleared
4 30 (4.48%) Computer Science Degree
5 28 (4.19%) Azure Certification
6 17 (2.54%) AWS Certification
7 15 (2.24%) BPSS Clearance
8 11 (1.64%) DV Cleared
9 10 (1.49%) DBS Check
10 9 (1.35%) Master's Degree
11 8 (1.20%) TOGAF Certification
12 6 (0.90%) Microsoft Certification
13 5 (0.75%) ISEB
13 5 (0.75%) ISTQB
13 5 (0.75%) Tableau Certification
14 4 (0.60%) ACCA
14 4 (0.60%) AWS Certified Solutions Architect
14 4 (0.60%) CIMA
14 4 (0.60%) OCP
14 4 (0.60%) Oracle Certification
Quality Assurance & Compliance
1 247 (36.92%) Data Quality
2 84 (12.56%) GDPR
3 23 (3.44%) California Consumer Privacy Act
4 20 (2.99%) QA
5 12 (1.79%) 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%) Sarbanes-Oxley
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%) SLA
System Software
1 33 (4.93%) Docker
2 8 (1.20%) Active Directory
Systems Management
1 24 (3.59%) Kubernetes
2 6 (0.90%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
5 1 (0.15%) Control-M
Vendors
1 196 (29.30%) Microsoft
2 183 (27.35%) Databricks
3 34 (5.08%) Informatica
4 31 (4.63%) SAP
5 29 (4.33%) Dell
5 29 (4.33%) Google
6 24 (3.59%) Oracle
7 16 (2.39%) Talend
8 15 (2.24%) Cloudera
8 15 (2.24%) Teradata
9 13 (1.94%) Denodo
9 13 (1.94%) Salesforce
10 7 (1.05%) OpenAI
11 5 (0.75%) Netezza
11 5 (0.75%) Pega
12 4 (0.60%) Aderant
12 4 (0.60%) Intapp
12 4 (0.60%) Red Hat
12 4 (0.60%) Remedy
12 4 (0.60%) ServiceNow