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

6 months to
7 Sep 2026
Same period 2025 Same period 2024
Rank 272 191 144
Rank change year-on-year -81 -47 -27
Permanent jobs citing Data Warehouse 683 709 1,278
As % of all permanent jobs in England 0.69% 1.63% 1.83%
As % of the Database & Business Intelligence category 8.54% 10.97% 11.82%
Number of salaries quoted 504 421 735
10th Percentile £42,800 £41,250 £42,500
25th Percentile £51,250 £53,750 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £68,000
Median % change year-on-year -3.70% -0.74% +4.62%
75th Percentile £87,500 £83,750 £83,250
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 7,995 6,464 10,810
As % of all permanent jobs advertised in England 8.08% 14.90% 15.45%
Number of salaries quoted 5,584 4,216 6,922
10th Percentile £36,250 £33,750 £37,500
25th Percentile £45,750 £45,000 £47,500
Median annual salary (50th Percentile) £60,000 £61,182 £65,000
Median % change year-on-year -1.93% -5.87% -
75th Percentile £80,000 £81,500 £87,500
90th Percentile £96,250 £110,000 £116,250
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 7 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 7 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 -71 314 £85,000 +13.33% 525
North of England +9 155 £57,500 -4.17% 90
South East -86 66 £62,500 -3.85% 86
North West +10 65 £55,557 -7.41% 62
Yorkshire -15 64 £62,500 +8.70% 24
Midlands -64 61 £51,356 -20.99% 38
West Midlands -53 45 £55,000 -8.33% 22
South West -62 44 £60,000 -14.29% 40
East of England -23 34 £62,500 +25.00% 25
North East -47 26 £48,000 -16.52% 4
East Midlands -39 16 £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 63 (9.22%) Apache Spark
2 56 (8.20%) Apache Airflow
3 42 (6.15%) Apache
4 14 (2.05%) SharePoint
5 11 (1.61%) Confluence
6 8 (1.17%) SAS
7 2 (0.29%) 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
8 1 (0.15%) Oracle Application Server
Applications
1 30 (4.39%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Microsoft PowerPoint
2 2 (0.29%) Spreadsheet
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
Business Applications
1 8 (1.17%) Carpe Diem
1 8 (1.17%) Dynamics CRM
1 8 (1.17%) Elite 3E
2 5 (0.73%) Actimize
3 4 (0.59%) SAP ERP
4 3 (0.44%) SAP S/4HANA
5 2 (0.29%) FLEXCUBE
5 2 (0.29%) SAP Business One
5 2 (0.29%) SAP R/3
5 2 (0.29%) Temenos T24
5 2 (0.29%) Workday HCM
6 1 (0.15%) Bloomberg TOMS
6 1 (0.15%) Finacle
6 1 (0.15%) Loan IQ
6 1 (0.15%) Misys Opics
6 1 (0.15%) NetSuite
6 1 (0.15%) Oracle ERP
6 1 (0.15%) Sage X3
6 1 (0.15%) SAP HCM
6 1 (0.15%) SAP MDG
Cloud Services
1 360 (52.71%) Azure
2 246 (36.02%) Power Platform
3 203 (29.72%) AWS
4 118 (17.28%) Snowflake
5 116 (16.98%) Azure Data Factory
6 111 (16.25%) GCP
7 87 (12.74%) Azure Synapse Analytics
8 75 (10.98%) dbt
9 66 (9.66%) Azure DevOps
10 55 (8.05%) Amazon S3
11 45 (6.59%) Serverless
12 28 (4.10%) Azure Databricks
13 27 (3.95%) Azure Logic Apps
14 26 (3.81%) AWS Lambda
15 25 (3.66%) Microsoft Purview
16 23 (3.37%) SaaS
17 22 (3.22%) GitHub
18 21 (3.07%) PowerApps
19 20 (2.93%) Amazon EMR
20 19 (2.78%) Cloud Computing
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
Database & Business Intelligence
1 235 (34.41%) Power BI
2 174 (25.48%) Data Lake
3 101 (14.79%) SQL Server
4 91 (13.32%) Metadata
5 85 (12.45%) Amazon Redshift
6 72 (10.54%) Tableau
7 61 (8.93%) Azure SQL Database
8 59 (8.64%) BigQuery
9 57 (8.35%) Star Schema
10 47 (6.88%) SQL Server Integration Services
11 46 (6.73%) SQL Server Reporting Services
12 45 (6.59%) Big Data
13 40 (5.86%) Snowflake Schema
14 32 (4.69%) Looker
15 28 (4.10%) NoSQL
15 28 (4.10%) PostgreSQL
16 27 (3.95%) Power Query
17 24 (3.51%) Enterprise Data Warehouse
18 21 (3.07%) Relational Database
19 19 (2.78%) Delta Lake
Development Applications
1 57 (8.35%) Git
2 27 (3.95%) JIRA
3 20 (2.93%) Jenkins
4 19 (2.78%) MLflow
5 9 (1.32%) Selenium
6 8 (1.17%) GitLab
6 8 (1.17%) Postman
7 5 (0.73%) Cucumber
7 5 (0.73%) JMeter
7 5 (0.73%) NUnit
7 5 (0.73%) SoapUI
7 5 (0.73%) Visual Studio
7 5 (0.73%) Zephyr
8 4 (0.59%) SQL Server Management Studio (SSMS)
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
General
1 200 (29.28%) Social Skills
2 172 (25.18%) Finance
3 169 (24.74%) Analytical Skills
4 44 (6.44%) Banking
5 40 (5.86%) Public Sector
6 25 (3.66%) Law
6 25 (3.66%) Legal
7 24 (3.51%) Marketing
8 21 (3.07%) Retail
9 19 (2.78%) Inclusion and Diversity
9 19 (2.78%) Manufacturing
10 16 (2.34%) Influencing Skills
11 13 (1.90%) Advertising
12 12 (1.76%) Presentation Skills
13 11 (1.61%) Local Government
14 10 (1.46%) Aerospace
15 9 (1.32%) Military
16 8 (1.17%) Documentation Skills
16 8 (1.17%) Fire and Rescue
16 8 (1.17%) Retail Banking
Job Titles
1 251 (36.75%) Data Engineer
2 131 (19.18%) Senior
3 97 (14.20%) Lead
4 80 (11.71%) Architect
5 69 (10.10%) Data Architect
6 68 (9.96%) Analyst
7 67 (9.81%) Developer
8 53 (7.76%) Senior Data Engineer
9 44 (6.44%) Azure Engineer
10 39 (5.71%) Data Analyst
11 35 (5.12%) Lead Data Engineer
12 34 (4.98%) Business Intelligence Developer
13 27 (3.95%) Databricks Engineer
14 21 (3.07%) Business Intelligence Analyst
15 20 (2.93%) Azure Data Engineer
15 20 (2.93%) Databricks Data Engineer
16 18 (2.64%) Consultant
17 17 (2.49%) Data Manager
17 17 (2.49%) Data Scientist
18 16 (2.34%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 52 (7.61%) PySpark
2 51 (7.47%) Kafka
3 42 (6.15%) Terraform
4 34 (4.98%) REST
5 22 (3.22%) scikit-learn
6 19 (2.78%) JSON
7 18 (2.64%) Pandas
8 17 (2.49%) TensorFlow
9 16 (2.34%) LangChain
9 16 (2.34%) pgvector
9 16 (2.34%) PyTorch
10 15 (2.20%) LlamaIndex
11 13 (1.90%) XML
12 11 (1.61%) .NET
13 10 (1.46%) React
14 9 (1.32%) ARM Templates
14 9 (1.32%) Node.js
15 8 (1.17%) NumPy
16 7 (1.02%) SOAP
17 6 (0.88%) FastAPI
Miscellaneous
1 67 (9.81%) Cloud Native
2 40 (5.86%) Product Ownership
3 26 (3.81%) Onboarding
4 22 (3.22%) Data Structures
4 22 (3.22%) Legacy Systems
5 19 (2.78%) Distributed Computing
5 19 (2.78%) Public Cloud
6 18 (2.64%) Analytical Mindset
6 18 (2.64%) Clustering
7 14 (2.05%) Management Information System
8 13 (1.90%) Data Protection Act
8 13 (1.90%) Enterprise Software
9 11 (1.61%) Replication
10 8 (1.17%) Self-Motivation
11 7 (1.02%) Greenfield Project
11 7 (1.02%) Reference Data
11 7 (1.02%) Reinsurance
12 6 (0.88%) Blog
12 6 (0.88%) Credit Risk
12 6 (0.88%) Enterprise Cloud
Operating Systems
1 14 (2.05%) Windows
2 7 (1.02%) Linux
3 5 (0.73%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 390 (57.10%) Analytics
2 347 (50.81%) Data Modelling
3 317 (46.41%) Business Intelligence
3 317 (46.41%) ETL
4 283 (41.43%) Data Engineering
5 244 (35.72%) Data Pipeline
6 230 (33.67%) AI
7 201 (29.43%) Data Governance
8 189 (27.67%) Decision-Making
9 155 (22.69%) CI/CD
10 148 (21.67%) Agile
11 146 (21.38%) Data Architecture
11 146 (21.38%) Problem-Solving
12 129 (18.89%) Lakehouse
13 126 (18.45%) Machine Learning
14 122 (17.86%) DevOps
15 118 (17.28%) Data Science
16 112 (16.40%) Data Integration
17 88 (12.88%) Data Management
17 88 (12.88%) Mentoring
Programming Languages
1 497 (72.77%) SQL
2 344 (50.37%) Python
3 55 (8.05%) Data Analysis Expressions
4 34 (4.98%) C#
5 28 (4.10%) JavaScript
5 28 (4.10%) R
6 25 (3.66%) Scala
7 22 (3.22%) Java
8 21 (3.07%) T-SQL
9 12 (1.76%) PowerShell
10 7 (1.02%) TypeScript
11 6 (0.88%) Julia
11 6 (0.88%) Kusto Query Language
12 5 (0.73%) Bash
13 4 (0.59%) Go
14 3 (0.44%) Bicep
15 2 (0.29%) Shell Script
15 2 (0.29%) VBScript
16 1 (0.15%) C++
16 1 (0.15%) PL/SQL
Qualifications
1 102 (14.93%) Degree
2 75 (10.98%) Security Cleared
3 50 (7.32%) SC Cleared
4 32 (4.69%) Computer Science Degree
5 28 (4.10%) Azure Certification
6 17 (2.49%) BPSS Clearance
7 16 (2.34%) AWS Certification
8 12 (1.76%) DBS Check
9 11 (1.61%) DV Cleared
10 10 (1.46%) Master's Degree
11 9 (1.32%) TOGAF Certification
12 7 (1.02%) Microsoft Certification
13 5 (0.73%) ISEB
13 5 (0.73%) ISTQB
13 5 (0.73%) Tableau Certification
14 4 (0.59%) ACCA
14 4 (0.59%) AWS Certified Solutions Architect
14 4 (0.59%) CIMA
14 4 (0.59%) OCP
14 4 (0.59%) Oracle Certification
Quality Assurance & Compliance
1 255 (37.34%) Data Quality
2 82 (12.01%) GDPR
3 23 (3.37%) California Consumer Privacy Act
4 20 (2.93%) QA
5 13 (1.90%) Accessibility
6 5 (0.73%) 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%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
9 2 (0.29%) 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 34 (4.98%) Docker
2 8 (1.17%) Active Directory
Systems Management
1 25 (3.66%) Kubernetes
2 7 (1.02%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
5 1 (0.15%) Control-M
Vendors
1 196 (28.70%) Microsoft
2 186 (27.23%) Databricks
3 34 (4.98%) Informatica
4 32 (4.69%) Google
5 29 (4.25%) Dell
5 29 (4.25%) SAP
6 25 (3.66%) Oracle
7 17 (2.49%) Talend
8 15 (2.20%) Cloudera
8 15 (2.20%) Teradata
9 13 (1.90%) Denodo
10 12 (1.76%) Salesforce
11 8 (1.17%) OpenAI
12 5 (0.73%) Netezza
12 5 (0.73%) Pega
13 4 (0.59%) Aderant
13 4 (0.59%) Intapp
13 4 (0.59%) Red Hat
13 4 (0.59%) Remedy
13 4 (0.59%) ServiceNow