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

6 months to
14 Oct 2026
Same period 2025 Same period 2024
Rank 273 205 152
Rank change year-on-year -68 -53 -34
Permanent jobs citing Data Warehouse 692 664 1,134
As % of all permanent jobs in England 0.66% 1.55% 1.78%
As % of the Database & Business Intelligence category 8.81% 10.71% 11.13%
Number of salaries quoted 497 398 633
10th Percentile £43,750 £43,450 £42,500
25th Percentile £51,400 £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 £100,750 £102,500
UK median annual salary £70,000 £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 7,853 6,199 10,193
As % of all permanent jobs advertised in England 7.52% 14.46% 16.01%
Number of salaries quoted 5,475 3,989 5,815
10th Percentile £37,500 £33,750 £38,750
25th Percentile £45,750 £43,750 £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 £81,500 £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 14 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 14 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 -62 330 £85,000 +13.33% 469
North of England +4 154 £58,750 -2.08% 104
North West -3 72 £56,529 -3.78% 72
Midlands -50 68 £53,178 -21.22% 47
Yorkshire -6 63 £63,500 +5.83% 21
South East -77 63 £62,500 -3.85% 68
West Midlands -33 52 £55,000 -8.33% 36
South West -52 44 £62,500 -2.87% 25
East of England -22 29 £62,250 +38.33% 25
North East -58 19 £48,000 -16.52% 11
East Midlands -42 16 £38,600 -42.81% 11
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 (7.95%) Apache Spark
2 47 (6.79%) Apache
3 40 (5.78%) Apache Airflow
4 16 (2.31%) SharePoint
5 8 (1.16%) SAS
6 7 (1.01%) Confluence
7 2 (0.29%) Luigi
8 1 (0.14%) Apache Superset
8 1 (0.14%) Jupyter
8 1 (0.14%) Microsoft Exchange
Applications
1 39 (5.64%) Microsoft Excel
2 3 (0.43%) Notion
3 2 (0.29%) Microsoft Office
3 2 (0.29%) Microsoft PowerPoint
3 2 (0.29%) Spreadsheet
4 1 (0.14%) Chatbot
4 1 (0.14%) Microsoft Project
4 1 (0.14%) MS Visio
Business Applications
1 16 (2.31%) Dynamics CRM
2 11 (1.59%) Actimize
3 9 (1.30%) SAP ERP
4 8 (1.16%) Carpe Diem
4 8 (1.16%) Elite 3E
5 7 (1.01%) SAP R/3
6 2 (0.29%) SAP Business One
6 2 (0.29%) SAP S/4HANA
6 2 (0.29%) Temenos T24
6 2 (0.29%) Workday HCM
7 1 (0.14%) Academy Revenues and Benefits
7 1 (0.14%) Bloomberg TOMS
7 1 (0.14%) Finacle
7 1 (0.14%) Loan IQ
7 1 (0.14%) NetSuite
7 1 (0.14%) Sage X3
7 1 (0.14%) SAP HCM
7 1 (0.14%) SAP MDG
7 1 (0.14%) Sparx Enterprise Architect
7 1 (0.14%) SystmOne
Cloud Services
1 365 (52.75%) Azure
2 252 (36.42%) Power Platform
3 182 (26.30%) AWS
4 132 (19.08%) Azure Data Factory
5 92 (13.29%) GCP
6 89 (12.86%) Snowflake
7 80 (11.56%) Azure Synapse Analytics
8 77 (11.13%) Azure DevOps
9 60 (8.67%) dbt
10 59 (8.53%) Amazon S3
11 48 (6.94%) Serverless
12 30 (4.34%) AWS Lambda
13 28 (4.05%) SaaS
14 25 (3.61%) Amazon EMR
14 25 (3.61%) Azure Logic Apps
14 25 (3.61%) Microsoft Purview
15 24 (3.47%) GitHub
16 22 (3.18%) Cloud Computing
17 21 (3.03%) Azure Databricks
18 20 (2.89%) PowerApps
Communications & Networking
1 4 (0.58%) Kerberos
1 4 (0.58%) NAS
2 2 (0.29%) HTTP
3 1 (0.14%) 4G
3 1 (0.14%) 5G
3 1 (0.14%) ATM
3 1 (0.14%) Internet
3 1 (0.14%) SMS
3 1 (0.14%) Unified Communications
Database & Business Intelligence
1 243 (35.12%) Power BI
2 148 (21.39%) Data Lake
3 116 (16.76%) SQL Server
4 107 (15.46%) Metadata
5 73 (10.55%) Azure SQL Database
6 68 (9.83%) Amazon Redshift
7 58 (8.38%) Star Schema
8 55 (7.95%) Tableau
9 50 (7.23%) SQL Server Integration Services
10 49 (7.08%) SQL Server Reporting Services
11 44 (6.36%) Power Query
12 43 (6.21%) Big Data
13 36 (5.20%) BigQuery
14 34 (4.91%) Enterprise Data Warehouse
15 33 (4.77%) Relational Database
16 32 (4.62%) NoSQL
17 30 (4.34%) Snowflake Schema
18 23 (3.32%) PostgreSQL
19 19 (2.75%) Delta Lake
20 18 (2.60%) Azure SQL Data Warehouse
Development Applications
1 71 (10.26%) Git
2 26 (3.76%) JIRA
3 23 (3.32%) Jenkins
4 14 (2.02%) GitLab
5 9 (1.30%) Selenium
6 8 (1.16%) Postman
7 5 (0.72%) Cucumber
7 5 (0.72%) JMeter
7 5 (0.72%) NUnit
7 5 (0.72%) SoapUI
7 5 (0.72%) SQL Server Management Studio (SSMS)
7 5 (0.72%) Zephyr
8 4 (0.58%) Visual Studio
9 3 (0.43%) Bitbucket
9 3 (0.43%) Cypress.io
9 3 (0.43%) JUnit
9 3 (0.43%) Snyk
9 3 (0.43%) SonarQube
9 3 (0.43%) Visual Studio Code
10 2 (0.29%) MLflow
General
1 206 (29.77%) Social Skills
2 190 (27.46%) Finance
3 159 (22.98%) Analytical Skills
4 50 (7.23%) Banking
4 50 (7.23%) Public Sector
5 26 (3.76%) Legal
6 24 (3.47%) Law
6 24 (3.47%) Marketing
7 23 (3.32%) Manufacturing
8 20 (2.89%) Inclusion and Diversity
8 20 (2.89%) Retail
9 17 (2.46%) Influencing Skills
10 15 (2.17%) Aerospace
10 15 (2.17%) Presentation Skills
11 12 (1.73%) Advertising
12 10 (1.45%) Fire and Rescue
12 10 (1.45%) Local Government
13 9 (1.30%) Military
14 8 (1.16%) Documentation Skills
15 7 (1.01%) Investment Banking
Job Titles
1 263 (38.01%) Data Engineer
2 127 (18.35%) Senior
3 99 (14.31%) Lead
4 82 (11.85%) Architect
5 76 (10.98%) Developer
6 74 (10.69%) Analyst
7 72 (10.40%) Data Architect
8 60 (8.67%) Senior Data Engineer
9 46 (6.65%) Azure Engineer
10 39 (5.64%) Data Analyst
11 37 (5.35%) Business Intelligence Developer
12 30 (4.34%) Business Intelligence Analyst
13 26 (3.76%) Lead Data Engineer
14 24 (3.47%) Azure Data Engineer
15 19 (2.75%) Consultant
15 19 (2.75%) Databricks Engineer
16 17 (2.46%) Senior Developer
16 17 (2.46%) SQL Developer
17 15 (2.17%) Data Manager
18 14 (2.02%) Senior Analyst
Libraries, Frameworks & Software Standards
1 65 (9.39%) PySpark
2 36 (5.20%) REST
3 35 (5.06%) Terraform
4 33 (4.77%) Kafka
5 19 (2.75%) Pandas
6 18 (2.60%) JSON
7 14 (2.02%) XML
8 10 (1.45%) .NET
8 10 (1.45%) React
9 9 (1.30%) Node.js
10 8 (1.16%) scikit-learn
11 7 (1.01%) NumPy
11 7 (1.01%) SOAP
12 6 (0.87%) FastAPI
12 6 (0.87%) YAML
13 5 (0.72%) ADO
13 5 (0.72%) ARM Templates
13 5 (0.72%) Flask
13 5 (0.72%) Playwright
13 5 (0.72%) XGBoost
Miscellaneous
1 49 (7.08%) Cloud Native
2 46 (6.65%) Product Ownership
3 23 (3.32%) Legacy Systems
3 23 (3.32%) Onboarding
4 22 (3.18%) Data Structures
5 19 (2.75%) Distributed Computing
6 17 (2.46%) Analytical Mindset
7 14 (2.02%) Enterprise Software
8 13 (1.88%) Data Protection Act
8 13 (1.88%) Management Information System
9 8 (1.16%) Enterprise Cloud
9 8 (1.16%) Greenfield Project
9 8 (1.16%) Replication
9 8 (1.16%) Self-Motivation
10 7 (1.01%) Credit Risk
10 7 (1.01%) Reinsurance
11 6 (0.87%) AI Agents
11 6 (0.87%) Blog
11 6 (0.87%) Data Centre
11 6 (0.87%) Driving Licence
Operating Systems
1 16 (2.31%) Windows
2 7 (1.01%) Linux
3 5 (0.72%) Windows Server
4 4 (0.58%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 379 (54.77%) Analytics
2 371 (53.61%) Data Modelling
3 335 (48.41%) ETL
4 310 (44.80%) Business Intelligence
5 267 (38.58%) Data Engineering
6 256 (36.99%) Data Pipeline
7 204 (29.48%) AI
8 198 (28.61%) Decision-Making
9 181 (26.16%) Data Governance
10 167 (24.13%) Agile
11 157 (22.69%) CI/CD
11 157 (22.69%) Data Architecture
11 157 (22.69%) Problem-Solving
12 137 (19.80%) DevOps
13 129 (18.64%) Data Integration
14 108 (15.61%) Lakehouse
15 107 (15.46%) Machine Learning
16 87 (12.57%) Data Science
17 86 (12.43%) Roadmaps
17 86 (12.43%) Stakeholder Engagement
Programming Languages
1 514 (74.28%) SQL
2 336 (48.55%) Python
3 69 (9.97%) Data Analysis Expressions
4 38 (5.49%) C#
5 33 (4.77%) T-SQL
6 31 (4.48%) JavaScript
7 30 (4.34%) Scala
8 25 (3.61%) R
9 22 (3.18%) Java
10 13 (1.88%) PowerShell
11 9 (1.30%) TypeScript
12 6 (0.87%) Kusto Query Language
13 5 (0.72%) Bash
14 3 (0.43%) Bicep
14 3 (0.43%) Go
15 2 (0.29%) Shell Script
15 2 (0.29%) VBScript
16 1 (0.14%) C++
16 1 (0.14%) PL/SQL
Qualifications
1 96 (13.87%) Security Cleared
2 86 (12.43%) Degree
3 68 (9.83%) SC Cleared
4 27 (3.90%) Azure Certification
5 24 (3.47%) Computer Science Degree
6 20 (2.89%) AWS Certification
7 17 (2.46%) BPSS Clearance
8 14 (2.02%) DV Cleared
9 12 (1.73%) Microsoft Certification
10 7 (1.01%) Master's Degree
10 7 (1.01%) TOGAF Certification
11 6 (0.87%) DBS Check
12 5 (0.72%) ISEB
12 5 (0.72%) ISTQB
13 4 (0.58%) AWS Certified Solutions Architect
13 4 (0.58%) OCP
13 4 (0.58%) Oracle Certification
14 3 (0.43%) ACCA
14 3 (0.43%) CIMA
14 3 (0.43%) ICAEW
Quality Assurance & Compliance
1 281 (40.61%) Data Quality
2 68 (9.83%) GDPR
3 28 (4.05%) QA
4 13 (1.88%) Accessibility
5 10 (1.45%) California Consumer Privacy Act
6 5 (0.72%) EU AI Act
7 4 (0.58%) Actionable Recommendations
7 4 (0.58%) NIST
8 3 (0.43%) IFRS
8 3 (0.43%) PMO
9 2 (0.29%) Cyber Essentials
9 2 (0.29%) IFRS 17
9 2 (0.29%) Solvency II
10 1 (0.14%) Cyber Essentials PLUS
10 1 (0.14%) HIPAA
10 1 (0.14%) ISO 20022
10 1 (0.14%) ISO/IEC 27001
10 1 (0.14%) PERC
10 1 (0.14%) SLA
System Software
1 38 (5.49%) Docker
2 8 (1.16%) Active Directory
3 1 (0.14%) Virtual Desktop
3 1 (0.14%) Virtual Machines
Systems Management
1 29 (4.19%) Kubernetes
2 5 (0.72%) Ansible
3 4 (0.58%) Prometheus
4 3 (0.43%) Grafana
4 3 (0.43%) SQL Sentry
5 1 (0.14%) Control-M
Vendors
1 252 (36.42%) Microsoft
2 150 (21.68%) Databricks
3 35 (5.06%) SAP
4 32 (4.62%) Google
5 25 (3.61%) Oracle
6 23 (3.32%) Informatica
7 15 (2.17%) Talend
8 14 (2.02%) Salesforce
9 6 (0.87%) OpenAI
10 5 (0.72%) Netezza
10 5 (0.72%) Pega
10 5 (0.72%) Teradata
11 4 (0.58%) Aderant
11 4 (0.58%) Intapp
11 4 (0.58%) Red Hat
11 4 (0.58%) Remedy
11 4 (0.58%) ServiceNow
11 4 (0.58%) Workday
12 3 (0.43%) LexisNexis
12 3 (0.43%) PeopleSoft