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

6 months to
19 Sep 2026
Same period 2025 Same period 2024
Rank 278 200 149
Rank change year-on-year -78 -51 -31
Permanent jobs citing Data Warehouse 675 692 1,257
As % of all permanent jobs in England 0.66% 1.60% 1.82%
As % of the Database & Business Intelligence category 8.40% 10.76% 11.74%
Number of salaries quoted 493 418 707
10th Percentile £43,750 £43,450 £42,500
25th Percentile £51,356 £53,750 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,900
Median % change year-on-year -3.70% -0.59% +4.46%
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 8,039 6,434 10,706
As % of all permanent jobs advertised in England 7.85% 14.89% 15.49%
Number of salaries quoted 5,607 4,191 6,534
10th Percentile £36,250 £33,750 £37,500
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% +1.56%
75th Percentile £80,000 £81,500 £88,750
90th Percentile £95,000 £110,000 £118,750
UK median annual salary £60,000 £60,000 £63,500
% change year-on-year - -5.51% +1.60%

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 19 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 19 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 -66 314 £85,000 +13.33% 570
North of England -1 152 £57,500 -4.17% 125
North West +3 66 £55,829 -6.95% 70
South East -84 65 £62,500 -3.85% 102
Yorkshire -13 61 £62,500 +4.17% 41
Midlands -69 61 £51,356 -20.99% 45
West Midlands -61 46 £55,000 -8.33% 32
South West -57 45 £60,000 -14.29% 42
East of England -20 33 £62,500 +25.00% 21
North East -49 25 £48,000 -16.52% 14
East Midlands -43 15 £38,600 -42.81% 13
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 61 (9.04%) Apache Spark
2 46 (6.81%) Apache Airflow
3 41 (6.07%) Apache
4 15 (2.22%) SharePoint
5 9 (1.33%) 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 (5.04%) Microsoft Excel
2 3 (0.44%) Microsoft Office
2 3 (0.44%) 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 (1.63%) 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 (0.74%) 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
1 360 (53.33%) Azure
2 248 (36.74%) Power Platform
3 190 (28.15%) AWS
4 125 (18.52%) Azure Data Factory
5 105 (15.56%) Snowflake
6 102 (15.11%) GCP
7 83 (12.30%) Azure Synapse Analytics
8 75 (11.11%) Azure DevOps
9 65 (9.63%) dbt
10 55 (8.15%) Amazon S3
11 46 (6.81%) Serverless
12 27 (4.00%) AWS Lambda
13 26 (3.85%) Azure Databricks
13 26 (3.85%) Azure Logic Apps
13 26 (3.85%) Microsoft Purview
14 25 (3.70%) SaaS
15 22 (3.26%) PowerApps
16 21 (3.11%) Amazon EMR
16 21 (3.11%) Cloud Computing
16 21 (3.11%) GitHub
Communications & Networking
1 4 (0.59%) Kerberos
1 4 (0.59%) 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
1 237 (35.11%) Power BI
2 165 (24.44%) Data Lake
3 103 (15.26%) SQL Server
4 96 (14.22%) Metadata
5 77 (11.41%) Amazon Redshift
6 70 (10.37%) Azure SQL Database
7 69 (10.22%) Tableau
8 60 (8.89%) Star Schema
9 50 (7.41%) BigQuery
10 48 (7.11%) SQL Server Integration Services
11 46 (6.81%) Big Data
11 46 (6.81%) SQL Server Reporting Services
12 39 (5.78%) Snowflake Schema
13 32 (4.74%) Power Query
14 30 (4.44%) NoSQL
15 28 (4.15%) Enterprise Data Warehouse
16 25 (3.70%) PostgreSQL
17 24 (3.56%) Looker
18 22 (3.26%) Relational Database
19 19 (2.81%) Delta Lake
Development Applications
1 64 (9.48%) Git
2 26 (3.85%) JIRA
3 23 (3.41%) Jenkins
4 13 (1.93%) MLflow
5 9 (1.33%) GitLab
5 9 (1.33%) Selenium
6 8 (1.19%) 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
General
1 199 (29.48%) Social Skills
2 173 (25.63%) Finance
3 168 (24.89%) Analytical Skills
4 44 (6.52%) Public Sector
5 42 (6.22%) Banking
6 26 (3.85%) Legal
7 24 (3.56%) Marketing
8 23 (3.41%) Law
9 22 (3.26%) Manufacturing
10 20 (2.96%) Retail
11 18 (2.67%) Inclusion and Diversity
12 16 (2.37%) Influencing Skills
13 13 (1.93%) Advertising
13 13 (1.93%) Aerospace
14 11 (1.63%) Local Government
14 11 (1.63%) Presentation Skills
15 9 (1.33%) Fire and Rescue
15 9 (1.33%) Military
16 7 (1.04%) Documentation Skills
16 7 (1.04%) Retail Banking
Job Titles
1 257 (38.07%) Data Engineer
2 132 (19.56%) Senior
3 98 (14.52%) Lead
4 73 (10.81%) Architect
5 70 (10.37%) Analyst
6 66 (9.78%) Developer
7 65 (9.63%) Data Architect
8 59 (8.74%) Senior Data Engineer
9 48 (7.11%) Azure Engineer
10 39 (5.78%) Data Analyst
11 34 (5.04%) Lead Data Engineer
12 33 (4.89%) Business Intelligence Developer
13 26 (3.85%) Databricks Engineer
14 24 (3.56%) Azure Data Engineer
14 24 (3.56%) Business Intelligence Analyst
15 19 (2.81%) Consultant
15 19 (2.81%) Databricks Data Engineer
16 15 (2.22%) Data Manager
16 15 (2.22%) Data Scientist
17 14 (2.07%) Data Consultant
Libraries, Frameworks & Software Standards
1 58 (8.59%) PySpark
2 44 (6.52%) Kafka
3 40 (5.93%) Terraform
4 34 (5.04%) REST
5 20 (2.96%) Pandas
6 19 (2.81%) JSON
7 18 (2.67%) scikit-learn
8 13 (1.93%) XML
9 12 (1.78%) TensorFlow
10 11 (1.63%) LangChain
10 11 (1.63%) pgvector
10 11 (1.63%) PyTorch
11 10 (1.48%) .NET
11 10 (1.48%) LlamaIndex
11 10 (1.48%) React
12 9 (1.33%) Node.js
13 8 (1.19%) ARM Templates
14 7 (1.04%) NumPy
14 7 (1.04%) SOAP
14 7 (1.04%) YAML
Miscellaneous
1 59 (8.74%) Cloud Native
2 44 (6.52%) Product Ownership
3 25 (3.70%) Onboarding
4 24 (3.56%) Legacy Systems
5 21 (3.11%) Data Structures
6 18 (2.67%) Analytical Mindset
6 18 (2.67%) Distributed Computing
7 15 (2.22%) Enterprise Software
8 14 (2.07%) Public Cloud
9 13 (1.93%) Clustering
9 13 (1.93%) Data Protection Act
9 13 (1.93%) Management Information System
10 8 (1.19%) Reinsurance
10 8 (1.19%) Replication
10 8 (1.19%) Self-Motivation
11 7 (1.04%) Greenfield Project
12 6 (0.89%) AI Agents
12 6 (0.89%) Data Centre
12 6 (0.89%) Enterprise Cloud
12 6 (0.89%) Low-Code
Operating Systems
1 16 (2.37%) Windows
2 7 (1.04%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 381 (56.44%) Analytics
2 346 (51.26%) Data Modelling
3 314 (46.52%) ETL
4 311 (46.07%) Business Intelligence
5 281 (41.63%) Data Engineering
6 248 (36.74%) Data Pipeline
7 217 (32.15%) AI
8 196 (29.04%) Data Governance
9 193 (28.59%) Decision-Making
10 158 (23.41%) CI/CD
11 156 (23.11%) Agile
12 151 (22.37%) Data Architecture
12 151 (22.37%) Problem-Solving
13 131 (19.41%) DevOps
14 120 (17.78%) Lakehouse
15 119 (17.63%) Machine Learning
16 118 (17.48%) Data Integration
17 107 (15.85%) Data Science
18 86 (12.74%) Mentoring
18 86 (12.74%) Stakeholder Engagement
Programming Languages
1 494 (73.19%) SQL
2 336 (49.78%) Python
3 59 (8.74%) Data Analysis Expressions
4 35 (5.19%) C#
5 31 (4.59%) JavaScript
6 28 (4.15%) R
6 28 (4.15%) Scala
7 23 (3.41%) T-SQL
8 22 (3.26%) Java
9 12 (1.78%) PowerShell
10 7 (1.04%) TypeScript
11 6 (0.89%) Kusto Query Language
12 5 (0.74%) Bash
13 4 (0.59%) Go
14 3 (0.44%) Bicep
14 3 (0.44%) Julia
15 2 (0.30%) Shell Script
15 2 (0.30%) VBScript
16 1 (0.15%) C++
Qualifications
1 99 (14.67%) Degree
2 86 (12.74%) Security Cleared
3 61 (9.04%) SC Cleared
4 30 (4.44%) Azure Certification
5 27 (4.00%) Computer Science Degree
6 16 (2.37%) AWS Certification
6 16 (2.37%) BPSS Clearance
7 11 (1.63%) DV Cleared
8 9 (1.33%) DBS Check
9 8 (1.19%) Master's Degree
10 7 (1.04%) Microsoft Certification
10 7 (1.04%) TOGAF Certification
11 5 (0.74%) ISEB
11 5 (0.74%) ISTQB
12 4 (0.59%) AWS Certified Solutions Architect
12 4 (0.59%) OCP
12 4 (0.59%) Oracle Certification
12 4 (0.59%) Tableau Certification
13 3 (0.44%) ACCA
13 3 (0.44%) PMP
Quality Assurance & Compliance
1 254 (37.63%) Data Quality
2 81 (12.00%) GDPR
3 22 (3.26%) QA
4 20 (2.96%) California Consumer Privacy Act
5 11 (1.63%) Accessibility
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 (0.30%) 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 35 (5.19%) Docker
2 8 (1.19%) Active Directory
Systems Management
1 28 (4.15%) Kubernetes
2 6 (0.89%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
5 1 (0.15%) Control-M
Vendors
1 208 (30.81%) Microsoft
2 170 (25.19%) Databricks
3 32 (4.74%) SAP
4 31 (4.59%) Google
4 31 (4.59%) Informatica
5 25 (3.70%) Oracle
6 20 (2.96%) Dell
7 17 (2.52%) Talend
8 13 (1.93%) Salesforce
9 12 (1.78%) Teradata
10 10 (1.48%) Cloudera
11 9 (1.33%) Denodo
12 7 (1.04%) OpenAI
13 5 (0.74%) Netezza
13 5 (0.74%) Pega
14 4 (0.59%) Intapp
14 4 (0.59%) Red Hat
14 4 (0.59%) Remedy
14 4 (0.59%) ServiceNow
14 4 (0.59%) Workday