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

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 275 203 147
Rank change year-on-year -72 -56 -28
Permanent jobs citing Data Warehouse 671 692 1,250
As % of all permanent jobs in England 0.67% 1.60% 1.82%
As % of the Database & Business Intelligence category 8.48% 10.76% 11.76%
Number of salaries quoted 488 413 706
10th Percentile £43,750 £42,950 £42,500
25th Percentile £51,330 £53,750 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,700
Median % change year-on-year -3.70% -0.30% +4.15%
75th Percentile £87,500 £83,750 £84,761
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 7,911 6,434 10,626
As % of all permanent jobs advertised in England 7.86% 14.91% 15.46%
Number of salaries quoted 5,545 4,183 6,506
10th Percentile £36,250 £33,800 £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 £81,688 £88,750
90th Percentile £95,750 £110,000 £118,750
UK median annual salary £60,000 £60,000 £63,000
% change year-on-year - -4.76% +0.80%

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 16 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 16 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 -62 317 £85,000 +13.33% 696
North of England +1 150 £57,500 -4.17% 151
North West +3 64 £55,829 -6.95% 86
South East -96 63 £62,500 -3.85% 115
Yorkshire -2 61 £62,500 +4.17% 53
Midlands -56 58 £51,356 -20.99% 60
South West -54 44 £60,000 -14.29% 60
West Midlands -61 43 £55,000 -8.33% 39
East of England -25 34 £62,500 +25.00% 29
North East -44 25 £48,000 -16.52% 12
East Midlands -38 15 £38,600 -42.81% 21
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 (9.39%) Apache Spark
2 49 (7.30%) Apache Airflow
3 40 (5.96%) Apache
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 32 (4.77%) 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%) Carpe Diem
2 8 (1.19%) Elite 3E
3 6 (0.89%) Actimize
3 6 (0.89%) SAP ERP
4 4 (0.60%) 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 (53.65%) Azure
2 249 (37.11%) Power Platform
3 196 (29.21%) AWS
4 121 (18.03%) Azure Data Factory
5 112 (16.69%) Snowflake
6 107 (15.95%) GCP
7 86 (12.82%) Azure Synapse Analytics
8 74 (11.03%) Azure DevOps
9 70 (10.43%) dbt
10 55 (8.20%) Amazon S3
11 46 (6.86%) Serverless
12 27 (4.02%) AWS Lambda
13 26 (3.87%) Azure Logic Apps
14 25 (3.73%) Azure Databricks
14 25 (3.73%) Microsoft Purview
15 24 (3.58%) SaaS
16 22 (3.28%) PowerApps
17 21 (3.13%) Amazon EMR
17 21 (3.13%) GitHub
18 20 (2.98%) 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
1 238 (35.47%) Power BI
2 172 (25.63%) Data Lake
3 102 (15.20%) SQL Server
4 96 (14.31%) Metadata
5 81 (12.07%) Amazon Redshift
6 71 (10.58%) Tableau
7 68 (10.13%) Azure SQL Database
8 59 (8.79%) Star Schema
9 54 (8.05%) BigQuery
10 46 (6.86%) SQL Server Integration Services
11 45 (6.71%) Big Data
11 45 (6.71%) SQL Server Reporting Services
12 42 (6.26%) Snowflake Schema
13 29 (4.32%) NoSQL
14 28 (4.17%) Looker
14 28 (4.17%) Power Query
15 27 (4.02%) Enterprise Data Warehouse
16 25 (3.73%) PostgreSQL
17 21 (3.13%) Relational Database
18 18 (2.68%) Azure SQL Data Warehouse
Development Applications
1 63 (9.39%) Git
2 26 (3.87%) JIRA
3 22 (3.28%) Jenkins
4 17 (2.53%) MLflow
5 9 (1.34%) Selenium
6 8 (1.19%) GitLab
6 8 (1.19%) 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)
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
9 3 (0.45%) Visual Studio Code
General
1 196 (29.21%) Social Skills
2 168 (25.04%) Analytical Skills
2 168 (25.04%) Finance
3 42 (6.26%) Public Sector
4 41 (6.11%) Banking
5 26 (3.87%) Legal
6 24 (3.58%) Marketing
7 23 (3.43%) Law
8 21 (3.13%) Manufacturing
8 21 (3.13%) Retail
9 18 (2.68%) Inclusion and Diversity
10 16 (2.38%) Influencing Skills
11 13 (1.94%) Advertising
12 12 (1.79%) Aerospace
13 11 (1.64%) Local Government
13 11 (1.64%) Presentation Skills
14 9 (1.34%) Military
15 8 (1.19%) Fire and Rescue
16 7 (1.04%) Documentation Skills
16 7 (1.04%) Retail Banking
Job Titles
1 251 (37.41%) Data Engineer
2 133 (19.82%) Senior
3 96 (14.31%) Lead
4 74 (11.03%) Architect
5 66 (9.84%) Analyst
6 65 (9.69%) Data Architect
7 64 (9.54%) Developer
8 57 (8.49%) Senior Data Engineer
9 48 (7.15%) Azure Engineer
10 38 (5.66%) Data Analyst
11 34 (5.07%) Lead Data Engineer
12 31 (4.62%) Business Intelligence Developer
13 26 (3.87%) Databricks Engineer
14 24 (3.58%) Azure Data Engineer
15 21 (3.13%) Business Intelligence Analyst
16 19 (2.83%) Consultant
16 19 (2.83%) Databricks Data Engineer
17 15 (2.24%) Data Manager
18 14 (2.09%) Senior Systems Engineer
18 14 (2.09%) Systems Engineer
Libraries, Frameworks & Software Standards
1 55 (8.20%) PySpark
2 49 (7.30%) Kafka
3 40 (5.96%) Terraform
4 34 (5.07%) REST
5 22 (3.28%) scikit-learn
6 20 (2.98%) Pandas
7 19 (2.83%) JSON
8 16 (2.38%) TensorFlow
9 15 (2.24%) LangChain
9 15 (2.24%) pgvector
9 15 (2.24%) PyTorch
10 14 (2.09%) LlamaIndex
11 13 (1.94%) XML
12 11 (1.64%) .NET
13 10 (1.49%) React
14 9 (1.34%) Node.js
15 8 (1.19%) ARM Templates
16 7 (1.04%) NumPy
16 7 (1.04%) SOAP
17 6 (0.89%) YAML
Miscellaneous
1 64 (9.54%) Cloud Native
2 43 (6.41%) Product Ownership
3 25 (3.73%) Onboarding
4 24 (3.58%) Legacy Systems
5 22 (3.28%) Data Structures
6 18 (2.68%) Distributed Computing
6 18 (2.68%) Public Cloud
7 17 (2.53%) Analytical Mindset
7 17 (2.53%) Clustering
8 15 (2.24%) Enterprise Software
9 12 (1.79%) Data Protection Act
9 12 (1.79%) Management Information System
10 8 (1.19%) Replication
10 8 (1.19%) Self-Motivation
11 7 (1.04%) Greenfield Project
11 7 (1.04%) Reference Data
11 7 (1.04%) Reinsurance
12 6 (0.89%) Blog
12 6 (0.89%) Credit Risk
12 6 (0.89%) Enterprise Cloud
Operating Systems
1 16 (2.38%) 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
1 384 (57.23%) Analytics
2 343 (51.12%) Data Modelling
3 315 (46.94%) Business Intelligence
4 312 (46.50%) ETL
5 283 (42.18%) Data Engineering
6 247 (36.81%) Data Pipeline
7 228 (33.98%) AI
8 199 (29.66%) Data Governance
9 193 (28.76%) Decision-Making
10 157 (23.40%) CI/CD
11 152 (22.65%) Agile
12 150 (22.35%) Data Architecture
13 148 (22.06%) Problem-Solving
14 130 (19.37%) DevOps
15 127 (18.93%) Lakehouse
16 123 (18.33%) Machine Learning
17 116 (17.29%) Data Integration
18 114 (16.99%) Data Science
19 87 (12.97%) Stakeholder Engagement
20 86 (12.82%) Data Management
Programming Languages
1 490 (73.03%) SQL
2 336 (50.07%) Python
3 56 (8.35%) Data Analysis Expressions
4 36 (5.37%) C#
5 30 (4.47%) JavaScript
6 27 (4.02%) R
6 27 (4.02%) Scala
7 22 (3.28%) Java
7 22 (3.28%) T-SQL
8 12 (1.79%) PowerShell
9 7 (1.04%) TypeScript
10 6 (0.89%) Kusto Query Language
11 5 (0.75%) Bash
12 4 (0.60%) Go
13 3 (0.45%) Bicep
13 3 (0.45%) Julia
14 2 (0.30%) Shell Script
14 2 (0.30%) VBScript
15 1 (0.15%) C++
Qualifications
1 102 (15.20%) Degree
2 83 (12.37%) Security Cleared
3 58 (8.64%) SC Cleared
4 29 (4.32%) Azure Certification
5 28 (4.17%) Computer Science Degree
6 16 (2.38%) AWS Certification
7 15 (2.24%) BPSS Clearance
8 11 (1.64%) DV Cleared
9 9 (1.34%) DBS Check
10 8 (1.19%) Master's Degree
10 8 (1.19%) TOGAF Certification
11 6 (0.89%) Microsoft Certification
12 5 (0.75%) ISEB
12 5 (0.75%) ISTQB
13 4 (0.60%) AWS Certified Solutions Architect
13 4 (0.60%) OCP
13 4 (0.60%) Oracle Certification
13 4 (0.60%) Tableau Certification
14 3 (0.45%) ACCA
14 3 (0.45%) PMP
Quality Assurance & Compliance
1 251 (37.41%) Data Quality
2 84 (12.52%) GDPR
3 24 (3.58%) California Consumer Privacy Act
4 21 (3.13%) QA
5 11 (1.64%) 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 34 (5.07%) Docker
2 8 (1.19%) Active Directory
Systems Management
1 25 (3.73%) Kubernetes
2 6 (0.89%) Ansible
3 4 (0.60%) Prometheus
4 3 (0.45%) Grafana
5 1 (0.15%) Control-M
Vendors
1 205 (30.55%) Microsoft
2 177 (26.38%) Databricks
3 35 (5.22%) Informatica
4 31 (4.62%) SAP
5 30 (4.47%) Google
6 28 (4.17%) Dell
7 24 (3.58%) Oracle
8 18 (2.68%) Talend
9 16 (2.38%) Teradata
10 14 (2.09%) Cloudera
11 13 (1.94%) Denodo
11 13 (1.94%) Salesforce
12 7 (1.04%) OpenAI
13 5 (0.75%) Netezza
13 5 (0.75%) Pega
14 4 (0.60%) Aderant
14 4 (0.60%) Intapp
14 4 (0.60%) Red Hat
14 4 (0.60%) Remedy
14 4 (0.60%) ServiceNow