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 9 July 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jul 2026
Same period 2025 Same period 2024
Rank 278 194 160
Rank change year-on-year -84 -34 -36
Permanent jobs citing Data Warehouse 612 760 1,583
As % of all permanent jobs in England 0.71% 1.76% 1.76%
As % of the Database & Business Intelligence category 7.82% 11.16% 10.90%
Number of salaries quoted 443 435 1,140
10th Percentile £42,500 £41,750 £42,500
25th Percentile £51,250 £52,500 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £65,000
Median % change year-on-year -3.70% +3.85% -2.67%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £65,000

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 7,824 6,813 14,527
As % of all permanent jobs advertised in England 9.02% 15.82% 16.16%
Number of salaries quoted 5,317 4,537 10,837
10th Percentile £36,250 £35,500 £35,442
25th Percentile £45,750 £46,250 £43,750
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -7.69%
75th Percentile £80,000 £82,500 £80,000
90th Percentile £95,000 £110,500 £106,250
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -8.00%

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 9 July 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 9 July 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 -41 301 £82,500 +10.00% 158
North of England +6 131 £57,500 -4.17% 48
Yorkshire -12 63 £62,500 +4.17% 12
South East -109 58 £62,500 -3.85% 55
North West +4 52 £57,500 +4.55% 32
Midlands -68 46 £55,000 -4.35% 20
East of England -9 33 £67,500 +35.00% 11
South West -91 33 £56,250 -19.64% 11
West Midlands -55 30 £55,000 - 11
North East -32 16 £48,000 +1.05% 4
East Midlands -35 16 £43,173 -33.58% 9
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 (11.44%) Apache Airflow
2 60 (9.80%) Apache Spark
3 32 (5.23%) Apache
4 11 (1.80%) SAS
4 11 (1.80%) SharePoint
5 7 (1.14%) Confluence
6 6 (0.98%) Oracle Application Server
7 2 (0.33%) Luigi
7 2 (0.33%) Palantir Foundry
8 1 (0.16%) CMS
8 1 (0.16%) GeoServer
8 1 (0.16%) Microsoft Exchange
8 1 (0.16%) WordPress
Applications
1 29 (4.74%) Microsoft Excel
2 9 (1.47%) Microsoft Office
3 3 (0.49%) Microsoft PowerPoint
4 2 (0.33%) Spreadsheet
5 1 (0.16%) Chatbot
Business Applications
1 5 (0.82%) Dynamics CRM
2 3 (0.49%) Carpe Diem
2 3 (0.49%) Elite 3E
2 3 (0.49%) FLEXCUBE
2 3 (0.49%) Misys Opics
2 3 (0.49%) Oracle ERP
2 3 (0.49%) SAP S/4HANA
3 2 (0.33%) IBM Planning Analytics
3 2 (0.33%) Markit EDM
3 2 (0.33%) SAP Business One
3 2 (0.33%) Unit4 Business World
4 1 (0.16%) Aladdin
4 1 (0.16%) Loan IQ
4 1 (0.16%) Oracle Financials
4 1 (0.16%) Sage X3
4 1 (0.16%) SAP MDG
4 1 (0.16%) Temenos T24
Cloud Services
1 303 (49.51%) Azure
2 216 (35.29%) Power Platform
3 185 (30.23%) AWS
4 140 (22.88%) Snowflake
5 103 (16.83%) GCP
6 93 (15.20%) Azure Data Factory
7 87 (14.22%) Azure Synapse Analytics
7 87 (14.22%) dbt
8 43 (7.03%) Amazon S3
9 36 (5.88%) Azure DevOps
10 35 (5.72%) Serverless
11 28 (4.58%) Power Automate
12 24 (3.92%) PowerApps
12 24 (3.92%) SaaS
13 21 (3.43%) AWS Lambda
14 19 (3.10%) Microsoft Purview
15 18 (2.94%) Azure Logic Apps
16 16 (2.61%) Amazon EMR
17 15 (2.45%) Cloud Computing
18 12 (1.96%) GitHub
Communications & Networking
1 4 (0.65%) Kerberos
1 4 (0.65%) NAS
2 2 (0.33%) 4G
2 2 (0.33%) 5G
3 1 (0.16%) Broadband
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 206 (33.66%) Power BI
2 159 (25.98%) Data Lake
3 85 (13.89%) Amazon Redshift
4 73 (11.93%) SQL Server
5 70 (11.44%) Tableau
6 61 (9.97%) BigQuery
7 54 (8.82%) Metadata
8 42 (6.86%) Snowflake Schema
8 42 (6.86%) Star Schema
9 41 (6.70%) Big Data
10 39 (6.37%) SQL Server Integration Services
11 36 (5.88%) Azure SQL Database
11 36 (5.88%) SQL Server Reporting Services
12 33 (5.39%) Looker
13 27 (4.41%) PostgreSQL
14 23 (3.76%) Elasticsearch
15 22 (3.59%) Azure SQL Data Warehouse
16 21 (3.43%) Relational Database
17 18 (2.94%) NoSQL
18 17 (2.78%) MySQL
Development Applications
1 31 (5.07%) Git
2 28 (4.58%) MLflow
3 23 (3.76%) JIRA
4 14 (2.29%) Visual Studio
5 6 (0.98%) Jenkins
5 6 (0.98%) SQL Server Management Studio (SSMS)
6 2 (0.33%) DBeaver
6 2 (0.33%) Zephyr
7 1 (0.16%) Cucumber
7 1 (0.16%) ERwin
7 1 (0.16%) GitLab
7 1 (0.16%) JMeter
7 1 (0.16%) Oracle APEX
7 1 (0.16%) Postman
7 1 (0.16%) PowerDesigner
7 1 (0.16%) Selenium
7 1 (0.16%) SoapUI
7 1 (0.16%) Team Foundation Server
7 1 (0.16%) TestDirector
General
1 170 (27.78%) Analytical Skills
2 164 (26.80%) Finance
3 156 (25.49%) Social Skills
4 28 (4.58%) Banking
4 28 (4.58%) Public Sector
5 16 (2.61%) Manufacturing
6 14 (2.29%) Marketing
6 14 (2.29%) Retail
7 13 (2.12%) Advertising
7 13 (2.12%) Influencing Skills
7 13 (2.12%) Law
8 12 (1.96%) Inclusion and Diversity
8 12 (1.96%) Legal
9 10 (1.63%) Documentation Skills
10 8 (1.31%) Local Government
10 8 (1.31%) Presentation Skills
11 7 (1.14%) Financial Institution
12 6 (0.98%) Billing
12 6 (0.98%) Retail Banking
13 5 (0.82%) Organisational Skills
Job Titles
1 218 (35.62%) Data Engineer
2 114 (18.63%) Senior
3 79 (12.91%) Architect
3 79 (12.91%) Lead
4 63 (10.29%) Data Architect
5 61 (9.97%) Analyst
6 58 (9.48%) Developer
7 43 (7.03%) Senior Data Engineer
8 33 (5.39%) Lead Data Engineer
9 32 (5.23%) Data Analyst
10 29 (4.74%) Azure Engineer
11 26 (4.25%) Business Intelligence Developer
12 24 (3.92%) Data Management Specialist
12 24 (3.92%) Product Specialist
13 23 (3.76%) Senior Systems Engineer
13 23 (3.76%) Systems Engineer
14 17 (2.78%) Azure Architect
14 17 (2.78%) Business Intelligence Analyst
14 17 (2.78%) Data Manager
15 16 (2.61%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 59 (9.64%) Kafka
2 41 (6.70%) PySpark
3 27 (4.41%) scikit-learn
4 24 (3.92%) LangChain
4 24 (3.92%) PyTorch
4 24 (3.92%) TensorFlow
5 23 (3.76%) LlamaIndex
5 23 (3.76%) pgvector
6 20 (3.27%) REST
7 15 (2.45%) Pandas
8 10 (1.63%) JSON
9 9 (1.47%) ARM Templates
10 7 (1.14%) Middleware
10 7 (1.14%) NumPy
11 5 (0.82%) EDI
11 5 (0.82%) XML
12 4 (0.65%) .NET
12 4 (0.65%) Node.js
13 3 (0.49%) HTML5 Canvas
13 3 (0.49%) YAML
Miscellaneous
1 64 (10.46%) Cloud Native
2 30 (4.90%) Analytical Mindset
3 26 (4.25%) Clustering
4 25 (4.08%) Data Structures
5 24 (3.92%) Public Cloud
6 23 (3.76%) Onboarding
7 19 (3.10%) Product Ownership
8 18 (2.94%) Distributed Computing
9 14 (2.29%) Management Information System
10 13 (2.12%) Legacy Systems
11 12 (1.96%) Low-Code
12 11 (1.80%) Replication
13 10 (1.63%) Greenfield Project
14 9 (1.47%) Data Protection Act
15 8 (1.31%) Hybrid Cloud
16 6 (0.98%) Reference Data
16 6 (0.98%) Sports Betting
17 5 (0.82%) Data Centre
17 5 (0.82%) Enterprise Cloud
17 5 (0.82%) Online Gambling
Operating Systems
1 7 (1.14%) Linux
2 6 (0.98%) Windows
3 5 (0.82%) Windows Server
4 4 (0.65%) Windows Server 2016
5 1 (0.16%) Unix
Processes & Methodologies
1 367 (59.97%) Analytics
2 313 (51.14%) Data Modelling
3 295 (48.20%) ETL
4 294 (48.04%) Business Intelligence
5 256 (41.83%) Data Engineering
6 220 (35.95%) Data Pipeline
7 203 (33.17%) AI
8 193 (31.54%) Data Governance
9 171 (27.94%) Decision-Making
10 139 (22.71%) Problem-Solving
11 116 (18.95%) Data Science
12 114 (18.63%) CI/CD
13 112 (18.30%) Machine Learning
14 108 (17.65%) Agile
15 105 (17.16%) Use Case
16 98 (16.01%) Data Management
17 95 (15.52%) Data Architecture
18 87 (14.22%) Data Integration
18 87 (14.22%) Performance Tuning
19 84 (13.73%) Mentoring
Programming Languages
1 425 (69.44%) SQL
2 294 (48.04%) Python
3 30 (4.90%) Data Analysis Expressions
4 23 (3.76%) R
5 20 (3.27%) Scala
6 17 (2.78%) Java
7 14 (2.29%) T-SQL
8 13 (2.12%) C#
9 12 (1.96%) PowerShell
10 10 (1.63%) JavaScript
11 6 (0.98%) Bash
11 6 (0.98%) Julia
12 5 (0.82%) Bicep
12 5 (0.82%) Kusto Query Language
12 5 (0.82%) PL/SQL
13 3 (0.49%) TypeScript
14 2 (0.33%) VBScript
15 1 (0.16%) Go
15 1 (0.16%) PHP
15 1 (0.16%) Shell Script
Qualifications
1 96 (15.69%) Degree
2 55 (8.99%) Security Cleared
3 33 (5.39%) SC Cleared
4 31 (5.07%) Computer Science Degree
5 21 (3.43%) Azure Certification
6 14 (2.29%) DBS Check
7 13 (2.12%) AWS Certification
8 12 (1.96%) BPSS Clearance
9 11 (1.80%) Master's Degree
10 9 (1.47%) Microsoft Certification
11 8 (1.31%) TOGAF Certification
12 6 (0.98%) DV Cleared
13 4 (0.65%) AWS Certified Solutions Architect
13 4 (0.65%) Tableau Certification
14 3 (0.49%) CITP
14 3 (0.49%) ICAEW
15 2 (0.33%) ACCA
15 2 (0.33%) CIMA
15 2 (0.33%) HND
15 2 (0.33%) SnowPro
Quality Assurance & Compliance
1 204 (33.33%) Data Quality
2 72 (11.76%) GDPR
3 23 (3.76%) California Consumer Privacy Act
4 12 (1.96%) Accessibility
5 11 (1.80%) QA
6 5 (0.82%) GRC
7 4 (0.65%) IFRS
7 4 (0.65%) ISO/IEC 27001
7 4 (0.65%) Sarbanes-Oxley
7 4 (0.65%) Solvency II
8 3 (0.49%) EU AI Act
8 3 (0.49%) IFRS 17
8 3 (0.49%) NIST
8 3 (0.49%) SLA
9 2 (0.33%) HIPAA
10 1 (0.16%) Actionable Recommendations
10 1 (0.16%) ISO 20022
10 1 (0.16%) MiFID
10 1 (0.16%) PERC
10 1 (0.16%) Software Quality Assurance
System Software
1 20 (3.27%) Docker
2 6 (0.98%) Active Directory
Systems Management
1 38 (6.21%) Terraform
2 16 (2.61%) Kubernetes
3 7 (1.14%) Ansible
4 2 (0.33%) Control-M
5 1 (0.16%) Single Sign-On
Vendors
1 184 (30.07%) Databricks
2 138 (22.55%) Microsoft
3 48 (7.84%) Informatica
4 47 (7.68%) Dell
5 29 (4.74%) Google
5 29 (4.74%) Oracle
6 26 (4.25%) Teradata
7 24 (3.92%) Denodo
8 23 (3.76%) Cloudera
9 18 (2.94%) SAP
10 13 (2.12%) Talend
11 10 (1.63%) Salesforce
12 6 (0.98%) OpenAI
13 5 (0.82%) Netezza
14 4 (0.65%) Remedy
14 4 (0.65%) ServiceNow
15 3 (0.49%) Cognos
15 3 (0.49%) Foundry
15 3 (0.49%) GoldenSource
15 3 (0.49%) Guidewire