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

6 months to
5 Aug 2026
Same period 2025 Same period 2024
Rank 272 188 162
Rank change year-on-year -84 -26 -39
Permanent jobs citing Data Warehouse 667 778 1,226
As % of all permanent jobs in England 0.72% 1.78% 1.68%
As % of the Database & Business Intelligence category 8.20% 11.42% 10.77%
Number of salaries quoted 483 438 820
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% - +3.29%
75th Percentile £86,250 £82,438 £82,500
90th Percentile £97,500 £98,250 £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 8,134 6,815 11,379
As % of all permanent jobs advertised in England 8.79% 15.64% 15.59%
Number of salaries quoted 5,564 4,488 7,902
10th Percentile £36,250 £35,000 £37,199
25th Percentile £45,391 £46,250 £45,786
Median annual salary (50th Percentile) £60,000 £62,500 £62,500
Median % change year-on-year -4.00% - -3.85%
75th Percentile £80,000 £82,500 £85,000
90th Percentile £95,000 £110,000 £115,000
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - -4.00%

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 5 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 5 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 -55 311 £82,500 +10.00% 250
North of England +16 154 £57,500 -4.17% 67
Yorkshire -12 67 £62,500 +4.17% 23
North West +16 63 £57,500 -4.17% 36
South East -100 62 £68,750 +5.77% 73
Midlands -67 54 £51,356 -18.16% 43
South West -81 41 £58,750 -20.34% 27
West Midlands -56 37 £53,178 -11.37% 35
East of England -19 33 £62,500 +25.00% 8
North East -34 24 £48,000 +1.05% 9
East Midlands -34 17 £38,050 -42.57% 8
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 69 (10.34%) Apache Airflow
2 67 (10.04%) Apache Spark
3 39 (5.85%) Apache
4 12 (1.80%) SAS
5 11 (1.65%) SharePoint
6 8 (1.20%) Confluence
7 3 (0.45%) Oracle Application Server
8 2 (0.30%) Luigi
9 1 (0.15%) CMS
9 1 (0.15%) GeoServer
9 1 (0.15%) Microsoft Exchange
Applications
1 30 (4.50%) Microsoft Excel
2 4 (0.60%) Microsoft Office
3 3 (0.45%) Microsoft PowerPoint
4 1 (0.15%) Chatbot
4 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.05%) Dynamics CRM
2 4 (0.60%) Carpe Diem
2 4 (0.60%) Elite 3E
3 3 (0.45%) SAP S/4HANA
4 2 (0.30%) FLEXCUBE
4 2 (0.30%) IBM Planning Analytics
4 2 (0.30%) Markit EDM
4 2 (0.30%) Misys Opics
4 2 (0.30%) Oracle ERP
4 2 (0.30%) SAP Business One
4 2 (0.30%) Unit4 Business World
4 2 (0.30%) 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 ERP
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
5 1 (0.15%) Temenos T24
Cloud Services
1 342 (51.27%) Azure
2 235 (35.23%) Power Platform
3 202 (30.28%) AWS
4 142 (21.29%) Snowflake
5 117 (17.54%) GCP
6 100 (14.99%) Azure Data Factory
7 90 (13.49%) dbt
8 88 (13.19%) Azure Synapse Analytics
9 53 (7.95%) Azure DevOps
10 50 (7.50%) Amazon S3
11 42 (6.30%) Serverless
12 23 (3.45%) Azure Logic Apps
12 23 (3.45%) Power Automate
13 22 (3.30%) AWS Lambda
13 22 (3.30%) PowerApps
13 22 (3.30%) SaaS
14 21 (3.15%) Microsoft Purview
15 20 (3.00%) Amazon EMR
15 20 (3.00%) GitHub
16 18 (2.70%) Cloud Computing
Communications & Networking
1 4 (0.60%) Kerberos
1 4 (0.60%) NAS
2 2 (0.30%) 4G
2 2 (0.30%) 5G
2 2 (0.30%) HTTP
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 222 (33.28%) Power BI
2 182 (27.29%) Data Lake
3 96 (14.39%) Amazon Redshift
4 95 (14.24%) SQL Server
5 78 (11.69%) Tableau
6 71 (10.64%) Metadata
7 70 (10.49%) BigQuery
8 48 (7.20%) Azure SQL Database
9 46 (6.90%) SQL Server Integration Services
9 46 (6.90%) Star Schema
10 42 (6.30%) Snowflake Schema
11 41 (6.15%) Big Data
12 40 (6.00%) SQL Server Reporting Services
13 35 (5.25%) Looker
14 29 (4.35%) PostgreSQL
15 27 (4.05%) Power Query
16 25 (3.75%) Azure SQL Data Warehouse
17 24 (3.60%) Relational Database
18 23 (3.45%) Elasticsearch
19 22 (3.30%) MySQL
Development Applications
1 47 (7.05%) Git
2 28 (4.20%) MLflow
3 24 (3.60%) JIRA
4 15 (2.25%) Jenkins
5 10 (1.50%) Visual Studio
6 7 (1.05%) Selenium
7 6 (0.90%) GitLab
7 6 (0.90%) Postman
8 5 (0.75%) NUnit
9 4 (0.60%) SQL Server Management Studio (SSMS)
10 3 (0.45%) Bitbucket
10 3 (0.45%) Cucumber
10 3 (0.45%) Cypress.io
10 3 (0.45%) JMeter
10 3 (0.45%) JUnit
10 3 (0.45%) Snyk
10 3 (0.45%) SoapUI
10 3 (0.45%) SonarQube
10 3 (0.45%) Visual Studio Code
10 3 (0.45%) Zephyr
General
1 184 (27.59%) Analytical Skills
2 177 (26.54%) Social Skills
3 170 (25.49%) Finance
4 39 (5.85%) Public Sector
5 31 (4.65%) Banking
6 20 (3.00%) Retail
7 19 (2.85%) Marketing
8 18 (2.70%) Inclusion and Diversity
9 17 (2.55%) Law
10 16 (2.40%) Manufacturing
11 13 (1.95%) Advertising
11 13 (1.95%) Influencing Skills
11 13 (1.95%) Legal
12 10 (1.50%) Presentation Skills
13 9 (1.35%) Local Government
14 8 (1.20%) Documentation Skills
14 8 (1.20%) Military
15 7 (1.05%) Fire and Rescue
15 7 (1.05%) Retail Banking
16 6 (0.90%) Aerospace
Job Titles
1 242 (36.28%) Data Engineer
2 131 (19.64%) Senior
3 93 (13.94%) Lead
4 82 (12.29%) Architect
5 67 (10.04%) Developer
6 66 (9.90%) Data Architect
7 64 (9.60%) Analyst
8 52 (7.80%) Senior Data Engineer
9 35 (5.25%) Data Analyst
10 33 (4.95%) Azure Engineer
11 30 (4.50%) Business Intelligence Developer
11 30 (4.50%) Lead Data Engineer
12 24 (3.60%) Data Management Specialist
12 24 (3.60%) Product Specialist
13 23 (3.45%) Senior Systems Engineer
13 23 (3.45%) Systems Engineer
14 19 (2.85%) Azure Data Engineer
14 19 (2.85%) Business Intelligence Analyst
15 18 (2.70%) Consultant
16 17 (2.55%) Data Scientist
Libraries, Frameworks & Software Standards
1 59 (8.85%) Kafka
2 51 (7.65%) PySpark
3 30 (4.50%) scikit-learn
4 25 (3.75%) TensorFlow
5 24 (3.60%) LangChain
5 24 (3.60%) PyTorch
6 23 (3.45%) LlamaIndex
6 23 (3.45%) pgvector
7 22 (3.30%) REST
8 18 (2.70%) Pandas
9 14 (2.10%) JSON
10 12 (1.80%) .NET
11 9 (1.35%) ARM Templates
11 9 (1.35%) Node.js
11 9 (1.35%) React
12 8 (1.20%) NumPy
12 8 (1.20%) XML
13 7 (1.05%) Middleware
14 5 (0.75%) AngularJS
14 5 (0.75%) SOAP
Miscellaneous
1 70 (10.49%) Cloud Native
2 29 (4.35%) Onboarding
3 27 (4.05%) Analytical Mindset
4 26 (3.90%) Clustering
4 26 (3.90%) Product Ownership
4 26 (3.90%) Public Cloud
5 23 (3.45%) Data Structures
6 19 (2.85%) Distributed Computing
7 15 (2.25%) Legacy Systems
7 15 (2.25%) Management Information System
8 14 (2.10%) Replication
9 13 (1.95%) Data Protection Act
10 12 (1.80%) Greenfield Project
11 11 (1.65%) Low-Code
12 8 (1.20%) Self-Motivation
13 6 (0.90%) Data Centre
13 6 (0.90%) Enterprise Cloud
13 6 (0.90%) Hybrid Cloud
13 6 (0.90%) Reference Data
13 6 (0.90%) Reinsurance
Operating Systems
1 7 (1.05%) Linux
1 7 (1.05%) Windows
2 5 (0.75%) Windows Server
3 4 (0.60%) Windows Server 2016
4 2 (0.30%) Unix
Processes & Methodologies
1 413 (61.92%) Analytics
2 342 (51.27%) Data Modelling
3 321 (48.13%) Business Intelligence
4 307 (46.03%) ETL
5 279 (41.83%) Data Engineering
6 248 (37.18%) Data Pipeline
7 235 (35.23%) AI
8 210 (31.48%) Data Governance
9 198 (29.69%) Decision-Making
10 147 (22.04%) Problem-Solving
11 137 (20.54%) CI/CD
12 132 (19.79%) Data Science
13 128 (19.19%) Machine Learning
14 127 (19.04%) Agile
15 121 (18.14%) Data Architecture
16 105 (15.74%) Data Management
17 103 (15.44%) Use Case
18 99 (14.84%) DevOps
19 98 (14.69%) Data Integration
20 93 (13.94%) Mentoring
Programming Languages
1 467 (70.01%) SQL
2 333 (49.93%) Python
3 41 (6.15%) Data Analysis Expressions
4 29 (4.35%) R
5 24 (3.60%) C#
6 23 (3.45%) Java
6 23 (3.45%) Scala
7 21 (3.15%) JavaScript
8 16 (2.40%) T-SQL
9 14 (2.10%) PowerShell
10 6 (0.90%) Julia
10 6 (0.90%) Kusto Query Language
10 6 (0.90%) TypeScript
11 5 (0.75%) Bash
12 4 (0.60%) Bicep
12 4 (0.60%) Go
13 2 (0.30%) PL/SQL
13 2 (0.30%) Shell Script
13 2 (0.30%) VBScript
14 1 (0.15%) C++
Qualifications
1 109 (16.34%) Degree
2 68 (10.19%) Security Cleared
3 44 (6.60%) SC Cleared
4 33 (4.95%) Computer Science Degree
5 25 (3.75%) Azure Certification
6 20 (3.00%) BPSS Clearance
7 14 (2.10%) DBS Check
8 12 (1.80%) AWS Certification
9 10 (1.50%) Master's Degree
10 9 (1.35%) DV Cleared
10 9 (1.35%) Microsoft Certification
11 8 (1.20%) TOGAF Certification
12 5 (0.75%) Tableau Certification
13 4 (0.60%) ACCA
13 4 (0.60%) CIMA
14 3 (0.45%) ICAEW
14 3 (0.45%) ISEB
14 3 (0.45%) ISTQB
14 3 (0.45%) OCP
14 3 (0.45%) Oracle Certification
Quality Assurance & Compliance
1 229 (34.33%) Data Quality
2 82 (12.29%) GDPR
3 23 (3.45%) California Consumer Privacy Act
4 16 (2.40%) QA
5 15 (2.25%) Accessibility
6 5 (0.75%) EU AI Act
7 4 (0.60%) Actionable Recommendations
7 4 (0.60%) NIST
8 3 (0.45%) IFRS
8 3 (0.45%) PMO
8 3 (0.45%) SLA
8 3 (0.45%) Solvency II
9 2 (0.30%) GRC
9 2 (0.30%) IFRS 17
9 2 (0.30%) Sarbanes-Oxley
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 (4.80%) Docker
2 8 (1.20%) Active Directory
Systems Management
1 44 (6.60%) Terraform
2 20 (3.00%) Kubernetes
3 8 (1.20%) Ansible
4 4 (0.60%) Prometheus
5 3 (0.45%) Control-M
5 3 (0.45%) Grafana
Vendors
1 207 (31.03%) Databricks
2 172 (25.79%) Microsoft
3 47 (7.05%) Dell
4 41 (6.15%) Informatica
5 37 (5.55%) Google
6 26 (3.90%) Oracle
6 26 (3.90%) Teradata
7 25 (3.75%) Denodo
8 23 (3.45%) Cloudera
9 22 (3.30%) SAP
10 11 (1.65%) Talend
11 10 (1.50%) Salesforce
12 7 (1.05%) OpenAI
13 5 (0.75%) Netezza
14 4 (0.60%) Intapp
14 4 (0.60%) Remedy
14 4 (0.60%) ServiceNow
15 3 (0.45%) Alteryx
15 3 (0.45%) Guidewire
15 3 (0.45%) Pega