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

6 months to
20 Aug 2026
Same period 2025 Same period 2024
Rank 261 197 152
Rank change year-on-year -64 -45 -33
Permanent jobs citing Data Warehouse 681 736 1,283
As % of all permanent jobs in England 0.72% 1.68% 1.77%
As % of the Database & Business Intelligence category 8.44% 10.96% 11.46%
Number of salaries quoted 483 430 789
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% - +3.57%
75th Percentile £86,250 £83,750 £82,500
90th Percentile £97,500 £100,000 £100,000
UK median annual salary £65,000 £67,500 £66,500
% change year-on-year -3.70% +1.50% +2.31%

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 8,071 6,718 11,200
As % of all permanent jobs advertised in England 8.48% 15.36% 15.46%
Number of salaries quoted 5,572 4,412 7,661
10th Percentile £36,250 £34,750 £37,250
25th Percentile £45,750 £45,000 £46,250
Median annual salary (50th Percentile) £60,000 £60,000 £62,500
Median % change year-on-year - -4.00% -3.85%
75th Percentile £80,000 £81,250 £86,000
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 20 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 20 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 -57 319 £82,500 +10.00% 356
North of England +27 157 £57,500 -4.17% 79
Yorkshire -8 66 £62,500 +4.17% 16
North West +8 65 £55,829 -6.95% 58
South East -95 64 £67,500 +3.85% 77
Midlands -58 55 £51,356 -20.99% 37
South West -72 41 £57,500 -22.03% 29
West Midlands -51 37 £51,356 -14.41% 25
East of England -12 34 £62,500 +25.00% 17
North East -39 26 £48,000 -16.52% 6
East Midlands -36 18 £38,050 -42.57% 12
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 (10.28%) Apache Spark
2 64 (9.40%) Apache Airflow
3 41 (6.02%) Apache
4 12 (1.76%) SharePoint
5 10 (1.47%) Confluence
6 8 (1.17%) SAS
7 2 (0.29%) Luigi
7 2 (0.29%) Oracle Application Server
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 29 (4.26%) 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 (1.03%) Dynamics CRM
2 6 (0.88%) Carpe Diem
2 6 (0.88%) Elite 3E
3 3 (0.44%) Actimize
3 3 (0.44%) FLEXCUBE
3 3 (0.44%) SAP S/4HANA
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%) Workday HCM
5 1 (0.15%) Bloomberg TOMS
5 1 (0.15%) Loan IQ
5 1 (0.15%) NetSuite
5 1 (0.15%) Sage X3
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
5 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 347 (50.95%) Azure
2 235 (34.51%) Power Platform
3 213 (31.28%) AWS
4 142 (20.85%) Snowflake
5 121 (17.77%) GCP
6 100 (14.68%) Azure Data Factory
7 88 (12.92%) Azure Synapse Analytics
8 85 (12.48%) dbt
9 59 (8.66%) Azure DevOps
10 55 (8.08%) Amazon S3
11 47 (6.90%) Serverless
12 27 (3.96%) AWS Lambda
13 25 (3.67%) Azure Logic Apps
14 24 (3.52%) Microsoft Purview
15 23 (3.38%) GitHub
15 23 (3.38%) SaaS
16 21 (3.08%) Amazon EMR
16 21 (3.08%) PowerApps
17 20 (2.94%) Power Automate
18 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
1 224 (32.89%) Power BI
2 190 (27.90%) Data Lake
3 99 (14.54%) SQL Server
4 96 (14.10%) Amazon Redshift
5 79 (11.60%) Tableau
6 76 (11.16%) Metadata
7 69 (10.13%) BigQuery
8 52 (7.64%) Azure SQL Database
9 50 (7.34%) Star Schema
10 46 (6.75%) SQL Server Integration Services
11 43 (6.31%) Snowflake Schema
12 42 (6.17%) Big Data
13 40 (5.87%) Looker
14 39 (5.73%) SQL Server Reporting Services
15 30 (4.41%) PostgreSQL
16 25 (3.67%) Power Query
17 24 (3.52%) NoSQL
18 23 (3.38%) Elasticsearch
18 23 (3.38%) Relational Database
19 22 (3.23%) MySQL
Development Applications
1 49 (7.20%) Git
2 28 (4.11%) MLflow
3 27 (3.96%) JIRA
4 17 (2.50%) Jenkins
5 8 (1.17%) Selenium
5 8 (1.17%) Visual Studio
6 7 (1.03%) GitLab
6 7 (1.03%) Postman
7 5 (0.73%) NUnit
8 4 (0.59%) Cucumber
8 4 (0.59%) JMeter
8 4 (0.59%) SoapUI
8 4 (0.59%) SQL Server Management Studio (SSMS)
8 4 (0.59%) Zephyr
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
1 185 (27.17%) Social Skills
2 178 (26.14%) Analytical Skills
3 170 (24.96%) Finance
4 38 (5.58%) Banking
4 38 (5.58%) Public Sector
5 22 (3.23%) Marketing
6 21 (3.08%) Retail
7 20 (2.94%) Law
8 19 (2.79%) Inclusion and Diversity
9 17 (2.50%) Legal
9 17 (2.50%) Manufacturing
10 13 (1.91%) Advertising
10 13 (1.91%) Influencing Skills
11 12 (1.76%) Presentation Skills
12 10 (1.47%) Local Government
13 9 (1.32%) Military
13 9 (1.32%) Retail Banking
14 8 (1.17%) Aerospace
15 7 (1.03%) Fire and Rescue
16 6 (0.88%) Documentation Skills
Job Titles
1 240 (35.24%) Data Engineer
2 134 (19.68%) Senior
3 95 (13.95%) Lead
4 84 (12.33%) Architect
5 72 (10.57%) Data Architect
6 68 (9.99%) Analyst
7 66 (9.69%) Developer
8 51 (7.49%) Senior Data Engineer
9 39 (5.73%) Data Analyst
10 36 (5.29%) Azure Engineer
11 31 (4.55%) Lead Data Engineer
12 30 (4.41%) Business Intelligence Developer
13 24 (3.52%) Data Management Specialist
13 24 (3.52%) Product Specialist
14 23 (3.38%) Senior Systems Engineer
14 23 (3.38%) Systems Engineer
15 20 (2.94%) Business Intelligence Analyst
16 18 (2.64%) Azure Data Engineer
16 18 (2.64%) Consultant
17 17 (2.50%) Senior Developer
Libraries, Frameworks & Software Standards
1 59 (8.66%) Kafka
2 51 (7.49%) PySpark
3 44 (6.46%) Terraform
4 30 (4.41%) scikit-learn
5 25 (3.67%) TensorFlow
6 24 (3.52%) LangChain
6 24 (3.52%) pgvector
6 24 (3.52%) PyTorch
6 24 (3.52%) REST
7 23 (3.38%) LlamaIndex
8 18 (2.64%) Pandas
9 15 (2.20%) JSON
10 11 (1.62%) .NET
11 10 (1.47%) React
12 9 (1.32%) ARM Templates
12 9 (1.32%) Node.js
13 8 (1.17%) NumPy
13 8 (1.17%) XML
14 6 (0.88%) FastAPI
14 6 (0.88%) SOAP
Miscellaneous
1 76 (11.16%) Cloud Native
2 31 (4.55%) Product Ownership
3 27 (3.96%) Public Cloud
4 26 (3.82%) Clustering
4 26 (3.82%) Onboarding
5 25 (3.67%) Data Structures
6 22 (3.23%) Analytical Mindset
7 19 (2.79%) Distributed Computing
8 17 (2.50%) Legacy Systems
9 16 (2.35%) Management Information System
10 14 (2.06%) Replication
11 13 (1.91%) Data Protection Act
12 9 (1.32%) Greenfield Project
13 8 (1.17%) Enterprise Software
13 8 (1.17%) Low-Code
13 8 (1.17%) Self-Motivation
14 7 (1.03%) Reference Data
15 6 (0.88%) AI Agents
15 6 (0.88%) Blog
15 6 (0.88%) Credit Risk
Operating Systems
1 9 (1.32%) Windows
2 7 (1.03%) Linux
3 5 (0.73%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 420 (61.67%) Analytics
2 348 (51.10%) Data Modelling
3 321 (47.14%) Business Intelligence
4 313 (45.96%) ETL
5 291 (42.73%) Data Engineering
6 252 (37.00%) Data Pipeline
7 248 (36.42%) AI
8 215 (31.57%) Data Governance
9 199 (29.22%) Decision-Making
10 142 (20.85%) Problem-Solving
11 139 (20.41%) CI/CD
12 138 (20.26%) Agile
12 138 (20.26%) Data Architecture
13 137 (20.12%) Data Science
14 134 (19.68%) Machine Learning
15 109 (16.01%) Data Management
16 107 (15.71%) DevOps
16 107 (15.71%) Use Case
17 105 (15.42%) Data Integration
18 92 (13.51%) Mentoring
Programming Languages
1 482 (70.78%) SQL
2 338 (49.63%) Python
3 40 (5.87%) Data Analysis Expressions
4 27 (3.96%) C#
4 27 (3.96%) R
5 24 (3.52%) Scala
6 22 (3.23%) Java
7 21 (3.08%) JavaScript
8 17 (2.50%) T-SQL
9 13 (1.91%) 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
1 111 (16.30%) Degree
2 70 (10.28%) Security Cleared
3 46 (6.75%) SC Cleared
4 34 (4.99%) Computer Science Degree
5 27 (3.96%) Azure Certification
6 21 (3.08%) BPSS Clearance
7 16 (2.35%) AWS Certification
8 12 (1.76%) DBS Check
9 10 (1.47%) DV Cleared
9 10 (1.47%) Master's Degree
10 9 (1.32%) TOGAF Certification
11 7 (1.03%) Microsoft Certification
12 5 (0.73%) Tableau Certification
13 4 (0.59%) ACCA
13 4 (0.59%) AWS Certified Solutions Architect
13 4 (0.59%) CIMA
13 4 (0.59%) ISEB
13 4 (0.59%) ISTQB
13 4 (0.59%) OCP
13 4 (0.59%) Oracle Certification
Quality Assurance & Compliance
1 242 (35.54%) Data Quality
2 86 (12.63%) GDPR
3 26 (3.82%) California Consumer Privacy Act
4 19 (2.79%) QA
5 15 (2.20%) 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
8 3 (0.44%) SLA
8 3 (0.44%) Solvency II
9 2 (0.29%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
10 1 (0.15%) Cyber Essentials
10 1 (0.15%) GRC
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 33 (4.85%) Docker
2 8 (1.17%) Active Directory
Systems Management
1 23 (3.38%) Kubernetes
2 8 (1.17%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
5 2 (0.29%) Control-M
Vendors
1 211 (30.98%) Databricks
2 179 (26.28%) Microsoft
3 49 (7.20%) Dell
4 43 (6.31%) Informatica
5 34 (4.99%) Google
6 27 (3.96%) Oracle
7 26 (3.82%) Teradata
8 25 (3.67%) Denodo
8 25 (3.67%) SAP
9 23 (3.38%) Cloudera
10 13 (1.91%) 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%) Pega
14 4 (0.59%) Red Hat
14 4 (0.59%) Remedy
14 4 (0.59%) ServiceNow
14 4 (0.59%) Workday