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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 263 192 160
Rank change year-on-year -71 -32 -41
Permanent jobs citing Data Warehouse 679 769 1,237
As % of all permanent jobs in England 0.72% 1.76% 1.70%
As % of the Database & Business Intelligence category 8.37% 11.40% 10.97%
Number of salaries quoted 485 436 804
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% - +3.85%
75th Percentile £86,250 £83,750 £82,500
90th Percentile £97,500 £100,000 £100,000
UK median annual salary £65,000 £67,500 £67,000
% change year-on-year -3.70% +0.75% +3.08%

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 8,115 6,748 11,273
As % of all permanent jobs advertised in England 8.62% 15.42% 15.54%
Number of salaries quoted 5,568 4,402 7,781
10th Percentile £36,250 £35,000 £37,250
25th Percentile £45,500 £45,750 £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 14 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 14 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 -50 320 £82,500 +10.00% 227
North of England +11 155 £57,500 -4.17% 57
Yorkshire -10 67 £62,500 +4.17% 15
South East -94 67 £65,000 - 69
North West +8 63 £55,829 -6.95% 38
Midlands -60 51 £51,356 -20.99% 32
South West -77 42 £58,750 -21.67% 24
West Midlands -49 35 £51,356 -14.41% 22
East of England -12 33 £62,500 +25.00% 9
North East -41 25 £48,000 -16.52% 5
East Midlands -37 16 £38,050 -43.63% 10
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 (10.31%) Apache Spark
2 67 (9.87%) Apache Airflow
3 41 (6.04%) Apache
4 12 (1.77%) SharePoint
5 8 (1.18%) Confluence
5 8 (1.18%) SAS
6 3 (0.44%) Oracle Application Server
7 2 (0.29%) Luigi
8 1 (0.15%) CMS
8 1 (0.15%) GeoServer
8 1 (0.15%) Microsoft Exchange
Applications
1 30 (4.42%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Microsoft PowerPoint
3 1 (0.15%) Chatbot
3 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.03%) Dynamics CRM
2 5 (0.74%) Carpe Diem
2 5 (0.74%) 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%) Markit EDM
4 2 (0.29%) Misys Opics
4 2 (0.29%) Oracle ERP
4 2 (0.29%) SAP Business One
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%) NetSuite
5 1 (0.15%) Sage X3
5 1 (0.15%) SAP MDG
5 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 347 (51.10%) Azure
2 238 (35.05%) Power Platform
3 207 (30.49%) AWS
4 142 (20.91%) Snowflake
5 116 (17.08%) GCP
6 103 (15.17%) Azure Data Factory
7 89 (13.11%) Azure Synapse Analytics
8 85 (12.52%) dbt
9 56 (8.25%) Azure DevOps
10 54 (7.95%) Amazon S3
11 46 (6.77%) Serverless
12 26 (3.83%) AWS Lambda
13 24 (3.53%) Azure Logic Apps
14 23 (3.39%) GitHub
14 23 (3.39%) PowerApps
14 23 (3.39%) SaaS
15 22 (3.24%) Microsoft Purview
15 22 (3.24%) Power Automate
16 20 (2.95%) Amazon EMR
17 18 (2.65%) Cloud Computing
Communications & Networking
1 4 (0.59%) Kerberos
1 4 (0.59%) NAS
2 2 (0.29%) 4G
2 2 (0.29%) 5G
2 2 (0.29%) HTTP
3 1 (0.15%) ATM
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 226 (33.28%) Power BI
2 185 (27.25%) Data Lake
3 102 (15.02%) SQL Server
4 94 (13.84%) Amazon Redshift
5 77 (11.34%) Tableau
6 74 (10.90%) Metadata
7 67 (9.87%) BigQuery
8 52 (7.66%) Azure SQL Database
9 50 (7.36%) Star Schema
10 48 (7.07%) SQL Server Integration Services
11 44 (6.48%) Snowflake Schema
12 42 (6.19%) Big Data
13 40 (5.89%) SQL Server Reporting Services
14 39 (5.74%) Looker
15 30 (4.42%) PostgreSQL
16 27 (3.98%) Power Query
17 25 (3.68%) Relational Database
18 23 (3.39%) Azure SQL Data Warehouse
18 23 (3.39%) Elasticsearch
18 23 (3.39%) NoSQL
Development Applications
1 48 (7.07%) Git
2 28 (4.12%) MLflow
3 25 (3.68%) JIRA
4 15 (2.21%) Jenkins
5 9 (1.33%) Visual Studio
6 7 (1.03%) Selenium
7 6 (0.88%) GitLab
7 6 (0.88%) Postman
8 5 (0.74%) 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
1 184 (27.10%) Analytical Skills
2 181 (26.66%) Social Skills
3 171 (25.18%) Finance
4 37 (5.45%) Public Sector
5 34 (5.01%) Banking
6 23 (3.39%) Marketing
7 21 (3.09%) Retail
8 19 (2.80%) Inclusion and Diversity
8 19 (2.80%) Law
9 16 (2.36%) Legal
9 16 (2.36%) Manufacturing
10 13 (1.91%) Advertising
11 12 (1.77%) Influencing Skills
12 11 (1.62%) Presentation Skills
13 10 (1.47%) Local Government
14 9 (1.33%) Military
15 7 (1.03%) Aerospace
15 7 (1.03%) Documentation Skills
15 7 (1.03%) Fire and Rescue
15 7 (1.03%) Retail Banking
Job Titles
1 240 (35.35%) Data Engineer
2 134 (19.73%) Senior
3 94 (13.84%) Lead
4 82 (12.08%) Architect
5 70 (10.31%) Data Architect
6 69 (10.16%) Analyst
7 67 (9.87%) Developer
8 52 (7.66%) Senior Data Engineer
9 38 (5.60%) Data Analyst
10 35 (5.15%) Azure Engineer
11 31 (4.57%) Business Intelligence Developer
12 29 (4.27%) Lead Data Engineer
13 24 (3.53%) Data Management Specialist
13 24 (3.53%) Product Specialist
14 23 (3.39%) Senior Systems Engineer
14 23 (3.39%) Systems Engineer
15 20 (2.95%) Business Intelligence Analyst
16 18 (2.65%) Azure Data Engineer
16 18 (2.65%) Consultant
17 17 (2.50%) Senior Developer
Libraries, Frameworks & Software Standards
1 60 (8.84%) Kafka
2 48 (7.07%) PySpark
3 30 (4.42%) scikit-learn
4 25 (3.68%) TensorFlow
5 24 (3.53%) LangChain
5 24 (3.53%) PyTorch
6 23 (3.39%) LlamaIndex
6 23 (3.39%) pgvector
6 23 (3.39%) REST
7 18 (2.65%) Pandas
8 15 (2.21%) JSON
9 11 (1.62%) .NET
10 9 (1.33%) ARM Templates
10 9 (1.33%) Node.js
10 9 (1.33%) React
11 8 (1.18%) NumPy
11 8 (1.18%) XML
12 6 (0.88%) Middleware
13 5 (0.74%) FastAPI
13 5 (0.74%) SOAP
Miscellaneous
1 72 (10.60%) Cloud Native
2 28 (4.12%) Product Ownership
3 27 (3.98%) Onboarding
3 27 (3.98%) Public Cloud
4 26 (3.83%) Analytical Mindset
4 26 (3.83%) Clustering
5 24 (3.53%) Data Structures
6 20 (2.95%) Distributed Computing
7 17 (2.50%) Legacy Systems
8 16 (2.36%) Management Information System
9 14 (2.06%) Replication
10 13 (1.91%) Data Protection Act
11 11 (1.62%) Low-Code
12 10 (1.47%) Greenfield Project
13 8 (1.18%) Enterprise Software
13 8 (1.18%) Self-Motivation
14 7 (1.03%) Reference Data
15 6 (0.88%) Blog
15 6 (0.88%) Credit Risk
15 6 (0.88%) Enterprise Cloud
Operating Systems
1 9 (1.33%) Windows
2 7 (1.03%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 423 (62.30%) Analytics
2 345 (50.81%) Data Modelling
3 324 (47.72%) Business Intelligence
4 314 (46.24%) ETL
5 285 (41.97%) Data Engineering
6 252 (37.11%) Data Pipeline
7 246 (36.23%) AI
8 211 (31.08%) Data Governance
9 200 (29.46%) Decision-Making
10 145 (21.35%) Problem-Solving
11 138 (20.32%) CI/CD
12 135 (19.88%) Agile
13 134 (19.73%) Data Science
14 133 (19.59%) Machine Learning
15 128 (18.85%) Data Architecture
16 109 (16.05%) Data Management
17 108 (15.91%) Use Case
18 103 (15.17%) Data Integration
19 102 (15.02%) DevOps
20 90 (13.25%) Performance Tuning
Programming Languages
1 477 (70.25%) SQL
2 337 (49.63%) Python
3 41 (6.04%) Data Analysis Expressions
4 28 (4.12%) R
5 26 (3.83%) C#
6 23 (3.39%) Scala
7 21 (3.09%) Java
7 21 (3.09%) JavaScript
8 17 (2.50%) T-SQL
9 14 (2.06%) PowerShell
10 6 (0.88%) Julia
10 6 (0.88%) Kusto Query Language
11 5 (0.74%) Bash
11 5 (0.74%) TypeScript
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 (16.35%) Degree
2 71 (10.46%) Security Cleared
3 46 (6.77%) SC Cleared
4 34 (5.01%) Computer Science Degree
5 26 (3.83%) Azure Certification
6 21 (3.09%) BPSS Clearance
7 14 (2.06%) AWS Certification
8 11 (1.62%) DBS Check
8 11 (1.62%) DV Cleared
9 10 (1.47%) Master's Degree
10 9 (1.33%) TOGAF Certification
11 7 (1.03%) Microsoft Certification
12 5 (0.74%) 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
1 239 (35.20%) Data Quality
2 85 (12.52%) GDPR
3 26 (3.83%) California Consumer Privacy Act
4 16 (2.36%) Accessibility
4 16 (2.36%) QA
5 5 (0.74%) Actionable Recommendations
5 5 (0.74%) EU AI Act
6 4 (0.59%) NIST
7 3 (0.44%) IFRS
7 3 (0.44%) PMO
7 3 (0.44%) SLA
7 3 (0.44%) Solvency II
8 2 (0.29%) GRC
8 2 (0.29%) IFRS 17
8 2 (0.29%) Sarbanes-Oxley
9 1 (0.15%) Cyber Essentials
9 1 (0.15%) ISO 20022
9 1 (0.15%) ISO 22301
9 1 (0.15%) ISO/IEC 27001
9 1 (0.15%) PERC
System Software
1 32 (4.71%) Docker
2 8 (1.18%) Active Directory
Systems Management
1 43 (6.33%) Terraform
2 23 (3.39%) Kubernetes
3 8 (1.18%) Ansible
4 4 (0.59%) Prometheus
5 3 (0.44%) Control-M
5 3 (0.44%) Grafana
Vendors
1 212 (31.22%) Databricks
2 174 (25.63%) Microsoft
3 48 (7.07%) Dell
4 43 (6.33%) Informatica
5 33 (4.86%) Google
6 28 (4.12%) Oracle
7 26 (3.83%) Teradata
8 25 (3.68%) Denodo
9 23 (3.39%) Cloudera
9 23 (3.39%) SAP
10 13 (1.91%) Talend
11 12 (1.77%) Salesforce
12 8 (1.18%) OpenAI
13 5 (0.74%) 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