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 17 August 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 259 194 156
Rank change year-on-year -65 -38 -38
Permanent jobs citing Data Warehouse 683 768 1,247
As % of all permanent jobs in England 0.72% 1.75% 1.73%
As % of the Database & Business Intelligence category 8.40% 11.37% 11.20%
Number of salaries quoted 487 436 794
10th Percentile £42,500 £41,250 £42,500
25th Percentile £51,250 £52,500 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +3.29%
75th Percentile £86,250 £83,750 £82,188
90th Percentile £97,500 £100,000 £100,000
UK median annual salary £65,000 £67,500 £66,459
% change year-on-year -3.70% +1.57% +2.24%

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 8,134 6,756 11,138
As % of all permanent jobs advertised in England 8.58% 15.36% 15.44%
Number of salaries quoted 5,588 4,426 7,680
10th Percentile £36,250 £35,000 £37,250
25th Percentile £45,500 £45,173 £46,250
Median annual salary (50th Percentile) £60,000 £60,966 £62,500
Median % change year-on-year -1.58% -2.45% -3.85%
75th Percentile £80,000 £81,250 £85,000
90th Percentile £95,000 £110,000 £115,000
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - -4.76%

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 17 August 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 17 August 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 -58 321 £82,500 +10.00% 355
North of England -1 156 £57,500 -4.17% 80
Yorkshire -4 67 £62,500 +4.17% 18
South East -106 66 £65,000 - 76
North West -3 63 £55,829 -6.95% 56
Midlands -59 52 £51,356 -20.99% 41
South West -87 43 £60,000 -20.00% 27
West Midlands -42 36 £51,356 -14.41% 30
East of England -12 34 £62,500 +25.00% 15
North East -42 26 £48,000 -16.52% 7
East Midlands -31 16 £38,050 -43.63% 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 70 (10.25%) Apache Spark
2 66 (9.66%) Apache Airflow
3 41 (6.00%) Apache
4 13 (1.90%) SharePoint
5 9 (1.32%) Confluence
6 8 (1.17%) SAS
7 3 (0.44%) Oracle Application Server
8 2 (0.29%) Luigi
9 1 (0.15%) CMS
9 1 (0.15%) GeoServer
9 1 (0.15%) Microsoft Exchange
Applications
1 29 (4.25%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Microsoft PowerPoint
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
3 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.02%) Dynamics CRM
2 6 (0.88%) Carpe Diem
2 6 (0.88%) Elite 3E
3 3 (0.44%) FLEXCUBE
3 3 (0.44%) SAP S/4HANA
4 2 (0.29%) Actimize
4 2 (0.29%) IBM Planning Analytics
4 2 (0.29%) Misys Opics
4 2 (0.29%) Oracle ERP
4 2 (0.29%) SAP Business One
4 2 (0.29%) SAP ERP
4 2 (0.29%) Temenos T24
4 2 (0.29%) Unit4 Business World
4 2 (0.29%) Workday HCM
5 1 (0.15%) Bloomberg TOMS
5 1 (0.15%) Finacle
5 1 (0.15%) Markit EDM
5 1 (0.15%) Sage X3
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
Cloud Services
1 348 (50.95%) Azure
2 240 (35.14%) Power Platform
3 209 (30.60%) AWS
4 142 (20.79%) Snowflake
5 118 (17.28%) GCP
6 103 (15.08%) Azure Data Factory
7 88 (12.88%) Azure Synapse Analytics
8 85 (12.45%) dbt
9 57 (8.35%) Azure DevOps
10 53 (7.76%) Amazon S3
11 45 (6.59%) Serverless
12 25 (3.66%) AWS Lambda
12 25 (3.66%) Azure Logic Apps
13 24 (3.51%) PowerApps
14 23 (3.37%) GitHub
14 23 (3.37%) Power Automate
14 23 (3.37%) SaaS
15 22 (3.22%) Microsoft Purview
16 19 (2.78%) Amazon EMR
17 18 (2.64%) 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
1 228 (33.38%) Power BI
2 186 (27.23%) Data Lake
3 101 (14.79%) SQL Server
4 93 (13.62%) Amazon Redshift
5 78 (11.42%) Tableau
6 74 (10.83%) Metadata
7 68 (9.96%) BigQuery
8 51 (7.47%) Azure SQL Database
9 50 (7.32%) Star Schema
10 47 (6.88%) SQL Server Integration Services
11 44 (6.44%) Snowflake Schema
12 42 (6.15%) Big Data
13 39 (5.71%) Looker
13 39 (5.71%) SQL Server Reporting Services
14 30 (4.39%) PostgreSQL
15 26 (3.81%) Power Query
16 25 (3.66%) Relational Database
17 23 (3.37%) Azure SQL Data Warehouse
17 23 (3.37%) Elasticsearch
17 23 (3.37%) NoSQL
Development Applications
1 47 (6.88%) Git
2 28 (4.10%) MLflow
3 26 (3.81%) JIRA
4 15 (2.20%) Jenkins
5 9 (1.32%) Visual Studio
6 7 (1.02%) Selenium
7 6 (0.88%) GitLab
7 6 (0.88%) Postman
8 5 (0.73%) NUnit
9 4 (0.59%) SQL Server Management Studio (SSMS)
10 3 (0.44%) Bitbucket
10 3 (0.44%) Cucumber
10 3 (0.44%) Cypress.io
10 3 (0.44%) JMeter
10 3 (0.44%) JUnit
10 3 (0.44%) Snyk
10 3 (0.44%) SoapUI
10 3 (0.44%) SonarQube
10 3 (0.44%) Visual Studio Code
10 3 (0.44%) Zephyr
General
1 185 (27.09%) Social Skills
2 183 (26.79%) Analytical Skills
3 171 (25.04%) Finance
4 37 (5.42%) Public Sector
5 35 (5.12%) Banking
6 23 (3.37%) Marketing
7 21 (3.07%) Retail
8 20 (2.93%) Law
9 19 (2.78%) Inclusion and Diversity
10 18 (2.64%) Manufacturing
11 17 (2.49%) Legal
12 14 (2.05%) Influencing Skills
13 13 (1.90%) Advertising
14 11 (1.61%) Presentation Skills
15 10 (1.46%) Local Government
16 9 (1.32%) Military
17 8 (1.17%) Aerospace
18 7 (1.02%) Documentation Skills
18 7 (1.02%) Fire and Rescue
18 7 (1.02%) Retail Banking
Job Titles
1 242 (35.43%) Data Engineer
2 135 (19.77%) Senior
3 94 (13.76%) Lead
4 82 (12.01%) Architect
5 70 (10.25%) Analyst
5 70 (10.25%) Data Architect
6 68 (9.96%) Developer
7 52 (7.61%) Senior Data Engineer
8 39 (5.71%) Data Analyst
9 36 (5.27%) Azure Engineer
10 31 (4.54%) Business Intelligence Developer
11 30 (4.39%) Lead Data Engineer
12 24 (3.51%) Data Management Specialist
12 24 (3.51%) Product Specialist
13 23 (3.37%) Senior Systems Engineer
13 23 (3.37%) Systems Engineer
14 20 (2.93%) Business Intelligence Analyst
15 18 (2.64%) Azure Data Engineer
15 18 (2.64%) Consultant
16 17 (2.49%) Senior Developer
Libraries, Frameworks & Software Standards
1 59 (8.64%) Kafka
2 50 (7.32%) PySpark
3 30 (4.39%) scikit-learn
4 25 (3.66%) TensorFlow
5 24 (3.51%) LangChain
5 24 (3.51%) PyTorch
5 24 (3.51%) REST
6 23 (3.37%) LlamaIndex
6 23 (3.37%) pgvector
7 18 (2.64%) Pandas
8 15 (2.20%) JSON
9 11 (1.61%) .NET
10 10 (1.46%) React
11 9 (1.32%) ARM Templates
11 9 (1.32%) Node.js
12 8 (1.17%) NumPy
12 8 (1.17%) XML
13 6 (0.88%) FastAPI
14 5 (0.73%) Middleware
14 5 (0.73%) XGBoost
Miscellaneous
1 72 (10.54%) Cloud Native
2 31 (4.54%) Product Ownership
3 27 (3.95%) Onboarding
3 27 (3.95%) Public Cloud
4 26 (3.81%) Analytical Mindset
4 26 (3.81%) Clustering
5 24 (3.51%) Data Structures
6 20 (2.93%) Distributed Computing
7 17 (2.49%) Legacy Systems
8 16 (2.34%) Management Information System
9 14 (2.05%) Replication
10 13 (1.90%) Data Protection Act
11 10 (1.46%) Greenfield Project
11 10 (1.46%) Low-Code
12 8 (1.17%) Enterprise Software
12 8 (1.17%) Self-Motivation
13 7 (1.02%) Reference Data
14 6 (0.88%) Blog
14 6 (0.88%) Credit Risk
14 6 (0.88%) Enterprise Cloud
Operating Systems
1 9 (1.32%) 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
1 426 (62.37%) Analytics
2 350 (51.24%) Data Modelling
3 325 (47.58%) Business Intelligence
4 314 (45.97%) ETL
5 287 (42.02%) Data Engineering
6 252 (36.90%) Data Pipeline
7 249 (36.46%) AI
8 212 (31.04%) Data Governance
9 202 (29.58%) Decision-Making
10 144 (21.08%) Problem-Solving
11 138 (20.20%) CI/CD
12 135 (19.77%) Agile
12 135 (19.77%) Data Science
13 132 (19.33%) Data Architecture
13 132 (19.33%) Machine Learning
14 109 (15.96%) Data Management
15 108 (15.81%) Use Case
16 104 (15.23%) Data Integration
17 103 (15.08%) DevOps
18 89 (13.03%) Mentoring
Programming Languages
1 481 (70.42%) SQL
2 338 (49.49%) Python
3 41 (6.00%) Data Analysis Expressions
4 28 (4.10%) R
5 27 (3.95%) C#
6 23 (3.37%) Scala
7 21 (3.07%) Java
7 21 (3.07%) JavaScript
8 17 (2.49%) T-SQL
9 13 (1.90%) PowerShell
10 6 (0.88%) Julia
10 6 (0.88%) Kusto Query Language
10 6 (0.88%) TypeScript
11 5 (0.73%) Bash
12 4 (0.59%) Bicep
12 4 (0.59%) Go
13 2 (0.29%) PL/SQL
13 2 (0.29%) Shell Script
13 2 (0.29%) VBScript
14 1 (0.15%) C++
Qualifications
1 112 (16.40%) Degree
2 71 (10.40%) Security Cleared
3 46 (6.73%) SC Cleared
4 34 (4.98%) Computer Science Degree
5 26 (3.81%) Azure Certification
6 21 (3.07%) BPSS Clearance
7 14 (2.05%) AWS Certification
8 11 (1.61%) DBS Check
8 11 (1.61%) DV Cleared
9 10 (1.46%) Master's Degree
10 9 (1.32%) TOGAF Certification
11 7 (1.02%) Microsoft Certification
12 5 (0.73%) Tableau Certification
13 4 (0.59%) ACCA
13 4 (0.59%) CIMA
13 4 (0.59%) OCP
13 4 (0.59%) Oracle Certification
14 3 (0.44%) ICAEW
14 3 (0.44%) ISEB
14 3 (0.44%) ISTQB
Quality Assurance & Compliance
1 242 (35.43%) Data Quality
2 86 (12.59%) GDPR
3 26 (3.81%) California Consumer Privacy Act
4 17 (2.49%) QA
5 16 (2.34%) Accessibility
6 5 (0.73%) Actionable Recommendations
6 5 (0.73%) EU AI Act
7 4 (0.59%) NIST
8 3 (0.44%) IFRS
8 3 (0.44%) PMO
8 3 (0.44%) SLA
8 3 (0.44%) Solvency II
9 2 (0.29%) GRC
9 2 (0.29%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
10 1 (0.15%) Cyber Essentials
10 1 (0.15%) ISO 20022
10 1 (0.15%) ISO 22301
10 1 (0.15%) ISO/IEC 27001
10 1 (0.15%) PERC
System Software
1 32 (4.69%) Docker
2 8 (1.17%) Active Directory
Systems Management
1 42 (6.15%) Terraform
2 23 (3.37%) Kubernetes
3 8 (1.17%) Ansible
4 4 (0.59%) Prometheus
5 3 (0.44%) Grafana
6 2 (0.29%) Control-M
Vendors
1 210 (30.75%) Databricks
2 178 (26.06%) Microsoft
3 48 (7.03%) Dell
4 42 (6.15%) Informatica
5 33 (4.83%) Google
6 29 (4.25%) Oracle
7 26 (3.81%) Teradata
8 25 (3.66%) Denodo
8 25 (3.66%) SAP
9 23 (3.37%) Cloudera
10 13 (1.90%) Talend
11 12 (1.76%) Salesforce
12 9 (1.32%) OpenAI
13 5 (0.73%) Netezza
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
15 3 (0.44%) LexisNexis