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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 278 191 173
Rank change year-on-year -87 -18 -48
Permanent jobs citing Data Warehouse 636 779 1,286
As % of all permanent jobs in England 0.71% 1.80% 1.61%
As % of the Database & Business Intelligence category 8.01% 11.45% 10.23%
Number of salaries quoted 465 429 879
10th Percentile £42,500 £41,250 £42,500
25th Percentile £51,250 £52,500 £52,500
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +0.62%
75th Percentile £87,500 £82,500 £82,500
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 7,937 6,806 12,566
As % of all permanent jobs advertised in England 8.91% 15.73% 15.78%
Number of salaries quoted 5,420 4,511 9,077
10th Percentile £36,250 £35,000 £36,250
25th Percentile £45,438 £46,250 £45,000
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 £83,750
90th Percentile £95,000 £110,000 £112,500
UK median annual salary £60,000 £60,743 £60,000
% change year-on-year -1.22% +1.24% -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 24 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 24 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 -40 310 £82,500 +10.00% 171
North of England +5 143 £57,500 -4.17% 54
Yorkshire -12 68 £62,500 +4.17% 21
South East -101 56 £67,500 +3.85% 48
North West 0 55 £56,800 -1.22% 24
Midlands -71 49 £51,356 -20.99% 24
West Midlands -58 34 £55,000 -8.33% 18
South West -87 34 £55,000 -25.42% 23
East of England -6 33 £63,750 +27.50% 6
North East -31 20 £48,000 +1.05% 9
East Midlands -38 15 £38,600 -40.62% 6
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 68 (10.69%) Apache Airflow
2 66 (10.38%) Apache Spark
3 38 (5.97%) Apache
4 12 (1.89%) SharePoint
5 11 (1.73%) SAS
6 8 (1.26%) Confluence
7 4 (0.63%) Oracle Application Server
8 2 (0.31%) Luigi
9 1 (0.16%) CMS
9 1 (0.16%) GeoServer
9 1 (0.16%) Microsoft Exchange
9 1 (0.16%) Palantir Foundry
Applications
1 30 (4.72%) Microsoft Excel
2 6 (0.94%) Microsoft Office
3 2 (0.31%) Microsoft PowerPoint
4 1 (0.16%) Chatbot
4 1 (0.16%) Spreadsheet
Business Applications
1 6 (0.94%) Dynamics CRM
2 4 (0.63%) Carpe Diem
2 4 (0.63%) Elite 3E
3 3 (0.47%) FLEXCUBE
3 3 (0.47%) Misys Opics
3 3 (0.47%) Oracle ERP
3 3 (0.47%) SAP S/4HANA
4 2 (0.31%) IBM Planning Analytics
4 2 (0.31%) Markit EDM
4 2 (0.31%) SAP Business One
4 2 (0.31%) Unit4 Business World
5 1 (0.16%) Bloomberg TOMS
5 1 (0.16%) Loan IQ
5 1 (0.16%) NetSuite
5 1 (0.16%) Sage X3
5 1 (0.16%) SAP HCM
5 1 (0.16%) SAP MDG
5 1 (0.16%) Temenos T24
5 1 (0.16%) Workday HCM
Cloud Services
1 321 (50.47%) Azure
2 223 (35.06%) Power Platform
3 194 (30.50%) AWS
4 142 (22.33%) Snowflake
5 109 (17.14%) GCP
6 102 (16.04%) Azure Data Factory
7 89 (13.99%) dbt
8 88 (13.84%) Azure Synapse Analytics
9 47 (7.39%) Amazon S3
10 45 (7.08%) Azure DevOps
11 35 (5.50%) Serverless
12 27 (4.25%) Power Automate
13 24 (3.77%) PowerApps
14 23 (3.62%) SaaS
15 22 (3.46%) Azure Logic Apps
16 21 (3.30%) Microsoft Purview
17 19 (2.99%) Amazon EMR
17 19 (2.99%) AWS Lambda
18 18 (2.83%) Cloud Computing
19 16 (2.52%) GitHub
Communications & Networking
1 4 (0.63%) Kerberos
1 4 (0.63%) NAS
2 2 (0.31%) 4G
2 2 (0.31%) 5G
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 215 (33.81%) Power BI
2 173 (27.20%) Data Lake
3 92 (14.47%) Amazon Redshift
4 84 (13.21%) SQL Server
5 74 (11.64%) Tableau
6 65 (10.22%) BigQuery
7 61 (9.59%) Metadata
8 47 (7.39%) Star Schema
9 44 (6.92%) Snowflake Schema
10 42 (6.60%) Azure SQL Database
10 42 (6.60%) Big Data
11 41 (6.45%) SQL Server Integration Services
12 37 (5.82%) SQL Server Reporting Services
13 34 (5.35%) Looker
14 26 (4.09%) PostgreSQL
15 25 (3.93%) Azure SQL Data Warehouse
16 23 (3.62%) Elasticsearch
17 20 (3.14%) NoSQL
17 20 (3.14%) Power Query
17 20 (3.14%) Relational Database
Development Applications
1 42 (6.60%) Git
2 28 (4.40%) MLflow
3 24 (3.77%) JIRA
4 13 (2.04%) Visual Studio
5 11 (1.73%) Jenkins
6 6 (0.94%) SQL Server Management Studio (SSMS)
7 4 (0.63%) Selenium
8 3 (0.47%) Cucumber
8 3 (0.47%) GitLab
8 3 (0.47%) JMeter
8 3 (0.47%) Postman
8 3 (0.47%) SoapUI
8 3 (0.47%) Zephyr
9 2 (0.31%) Bitbucket
9 2 (0.31%) Visual Studio Code
10 1 (0.16%) ERwin
10 1 (0.16%) Oracle APEX
10 1 (0.16%) PowerDesigner
General
1 176 (27.67%) Analytical Skills
2 167 (26.26%) Finance
3 163 (25.63%) Social Skills
4 33 (5.19%) Public Sector
5 30 (4.72%) Banking
6 17 (2.67%) Retail
7 15 (2.36%) Inclusion and Diversity
7 15 (2.36%) Law
7 15 (2.36%) Legal
7 15 (2.36%) Manufacturing
7 15 (2.36%) Marketing
8 14 (2.20%) Influencing Skills
9 13 (2.04%) Advertising
10 9 (1.42%) Documentation Skills
10 9 (1.42%) Local Government
10 9 (1.42%) Presentation Skills
11 7 (1.10%) Retail Banking
12 6 (0.94%) Billing
12 6 (0.94%) Financial Institution
13 5 (0.79%) Military
Job Titles
1 230 (36.16%) Data Engineer
2 120 (18.87%) Senior
3 89 (13.99%) Lead
4 77 (12.11%) Architect
5 63 (9.91%) Analyst
6 62 (9.75%) Data Architect
7 60 (9.43%) Developer
8 46 (7.23%) Senior Data Engineer
9 34 (5.35%) Data Analyst
10 33 (5.19%) Lead Data Engineer
11 32 (5.03%) Azure Engineer
12 27 (4.25%) Business Intelligence Developer
13 24 (3.77%) Data Management Specialist
13 24 (3.77%) Product Specialist
14 23 (3.62%) Senior Systems Engineer
14 23 (3.62%) Systems Engineer
15 18 (2.83%) Azure Data Engineer
15 18 (2.83%) Business Intelligence Analyst
15 18 (2.83%) Consultant
16 15 (2.36%) Data Manager
Libraries, Frameworks & Software Standards
1 60 (9.43%) Kafka
2 50 (7.86%) PySpark
3 29 (4.56%) scikit-learn
4 25 (3.93%) TensorFlow
5 24 (3.77%) LangChain
5 24 (3.77%) PyTorch
6 23 (3.62%) LlamaIndex
6 23 (3.62%) pgvector
7 20 (3.14%) REST
8 18 (2.83%) Pandas
9 14 (2.20%) JSON
10 9 (1.42%) ARM Templates
11 8 (1.26%) NumPy
11 8 (1.26%) XML
12 7 (1.10%) Middleware
13 6 (0.94%) .NET
13 6 (0.94%) Node.js
14 5 (0.79%) React
14 5 (0.79%) SOAP
15 4 (0.63%) EDI
Miscellaneous
1 67 (10.53%) Cloud Native
2 28 (4.40%) Analytical Mindset
3 27 (4.25%) Data Structures
4 26 (4.09%) Clustering
4 26 (4.09%) Onboarding
4 26 (4.09%) Public Cloud
5 21 (3.30%) Product Ownership
6 20 (3.14%) Distributed Computing
7 16 (2.52%) Management Information System
8 15 (2.36%) Legacy Systems
9 14 (2.20%) Replication
10 12 (1.89%) Greenfield Project
11 11 (1.73%) Data Protection Act
11 11 (1.73%) Low-Code
12 7 (1.10%) Reinsurance
12 7 (1.10%) Self-Motivation
13 6 (0.94%) Data Centre
13 6 (0.94%) Enterprise Cloud
13 6 (0.94%) Hybrid Cloud
13 6 (0.94%) Reference Data
Operating Systems
1 7 (1.10%) Linux
1 7 (1.10%) Windows
2 5 (0.79%) Windows Server
3 4 (0.63%) Windows Server 2016
4 2 (0.31%) Unix
Processes & Methodologies
1 387 (60.85%) Analytics
2 333 (52.36%) Data Modelling
3 308 (48.43%) Business Intelligence
4 299 (47.01%) ETL
5 268 (42.14%) Data Engineering
6 232 (36.48%) Data Pipeline
7 220 (34.59%) AI
8 198 (31.13%) Data Governance
9 181 (28.46%) Decision-Making
10 145 (22.80%) Problem-Solving
11 126 (19.81%) CI/CD
12 122 (19.18%) Data Science
13 120 (18.87%) Machine Learning
14 111 (17.45%) Agile
15 107 (16.82%) Use Case
16 103 (16.19%) Data Architecture
17 98 (15.41%) Data Management
18 93 (14.62%) DevOps
19 89 (13.99%) Data Integration
19 89 (13.99%) Performance Tuning
Programming Languages
1 443 (69.65%) SQL
2 312 (49.06%) Python
3 35 (5.50%) Data Analysis Expressions
4 26 (4.09%) R
5 24 (3.77%) Scala
6 20 (3.14%) Java
7 17 (2.67%) C#
8 14 (2.20%) JavaScript
8 14 (2.20%) T-SQL
9 13 (2.04%) PowerShell
10 6 (0.94%) Julia
10 6 (0.94%) Kusto Query Language
11 5 (0.79%) Bash
11 5 (0.79%) Bicep
11 5 (0.79%) TypeScript
12 3 (0.47%) PL/SQL
13 2 (0.31%) Shell Script
13 2 (0.31%) VBScript
14 1 (0.16%) C++
14 1 (0.16%) Go
Qualifications
1 100 (15.72%) Degree
2 62 (9.75%) Security Cleared
3 38 (5.97%) SC Cleared
4 31 (4.87%) Computer Science Degree
5 25 (3.93%) Azure Certification
6 14 (2.20%) AWS Certification
6 14 (2.20%) BPSS Clearance
6 14 (2.20%) DBS Check
7 10 (1.57%) Master's Degree
8 9 (1.42%) Microsoft Certification
9 8 (1.26%) TOGAF Certification
10 7 (1.10%) DV Cleared
11 5 (0.79%) Tableau Certification
12 4 (0.63%) AWS Certified Solutions Architect
13 3 (0.47%) ACCA
13 3 (0.47%) CIMA
13 3 (0.47%) ICAEW
13 3 (0.47%) ISEB
13 3 (0.47%) ISTQB
14 2 (0.31%) HND
Quality Assurance & Compliance
1 217 (34.12%) Data Quality
2 77 (12.11%) GDPR
3 23 (3.62%) California Consumer Privacy Act
4 14 (2.20%) QA
5 13 (2.04%) Accessibility
6 4 (0.63%) EU AI Act
6 4 (0.63%) GRC
7 3 (0.47%) Actionable Recommendations
7 3 (0.47%) IFRS
7 3 (0.47%) PMO
7 3 (0.47%) Sarbanes-Oxley
7 3 (0.47%) SLA
7 3 (0.47%) Solvency II
8 2 (0.31%) IFRS 17
8 2 (0.31%) ISO/IEC 27001
8 2 (0.31%) NIST
9 1 (0.16%) HIPAA
9 1 (0.16%) ISO 20022
9 1 (0.16%) ISO 22301
9 1 (0.16%) PERC
System Software
1 25 (3.93%) Docker
2 6 (0.94%) Active Directory
Systems Management
1 40 (6.29%) Terraform
2 17 (2.67%) Kubernetes
3 8 (1.26%) Ansible
4 3 (0.47%) Control-M
5 1 (0.16%) Prometheus
5 1 (0.16%) Single Sign-On
Vendors
1 199 (31.29%) Databricks
2 156 (24.53%) Microsoft
3 47 (7.39%) Dell
4 44 (6.92%) Informatica
5 30 (4.72%) Google
6 26 (4.09%) Oracle
6 26 (4.09%) Teradata
7 24 (3.77%) Denodo
8 23 (3.62%) Cloudera
9 20 (3.14%) SAP
10 12 (1.89%) Talend
11 9 (1.42%) Salesforce
12 8 (1.26%) OpenAI
13 5 (0.79%) Netezza
14 4 (0.63%) Intapp
14 4 (0.63%) Remedy
14 4 (0.63%) ServiceNow
15 3 (0.47%) Cognos
15 3 (0.47%) Guidewire
15 3 (0.47%) Pega