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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 267 185 165
Rank change year-on-year -82 -20 -44
Permanent jobs citing Data Warehouse 679 776 1,218
As % of all permanent jobs in England 0.73% 1.78% 1.69%
As % of the Database & Business Intelligence category 8.31% 11.45% 10.81%
Number of salaries quoted 488 437 815
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 £82,500 £82,500
90th Percentile £97,500 £98,500 £100,000
UK median annual salary £67,500 £67,500 £67,500
% change year-on-year - - +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 8,175 6,776 11,268
As % of all permanent jobs advertised in England 8.76% 15.55% 15.60%
Number of salaries quoted 5,609 4,448 7,816
10th Percentile £36,250 £35,000 £37,250
25th Percentile £45,438 £46,250 £46,199
Median annual salary (50th Percentile) £60,000 £62,000 £62,500
Median % change year-on-year -3.23% -0.80% -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 - - -4.00%

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 8 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 8 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 -46 317 £82,500 +10.00% 240
North of England +13 158 £57,500 -4.17% 60
Yorkshire -12 68 £62,500 +4.17% 21
North West +13 65 £57,500 -4.17% 35
South East -106 63 £67,500 +3.85% 72
Midlands -58 54 £51,356 -20.99% 32
South West -90 42 £58,750 -20.34% 24
West Midlands -47 37 £53,178 -11.37% 23
East of England -18 33 £62,500 +25.00% 8
North East -31 25 £48,000 +1.05% 5
East Midlands -33 17 £38,050 -42.57% 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 71 (10.46%) Apache Spark
2 70 (10.31%) Apache Airflow
3 42 (6.19%) Apache
4 12 (1.77%) SAS
5 11 (1.62%) SharePoint
6 8 (1.18%) Confluence
7 3 (0.44%) Oracle Application Server
8 2 (0.29%) Luigi
9 1 (0.15%) CMS
9 1 (0.15%) GeoServer
9 1 (0.15%) Microsoft Exchange
Applications
1 30 (4.42%) Microsoft Excel
2 4 (0.59%) Microsoft Office
3 3 (0.44%) Microsoft PowerPoint
4 1 (0.15%) Chatbot
4 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.03%) Dynamics CRM
2 4 (0.59%) Carpe Diem
2 4 (0.59%) Elite 3E
3 3 (0.44%) SAP S/4HANA
4 2 (0.29%) FLEXCUBE
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%) Unit4 Business World
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 ERP
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
5 1 (0.15%) Temenos T24
Cloud Services
1 350 (51.55%) Azure
2 238 (35.05%) Power Platform
3 208 (30.63%) AWS
4 145 (21.35%) Snowflake
5 121 (17.82%) GCP
6 102 (15.02%) Azure Data Factory
7 92 (13.55%) dbt
8 90 (13.25%) Azure Synapse Analytics
9 55 (8.10%) Azure DevOps
10 53 (7.81%) Amazon S3
11 45 (6.63%) Serverless
12 25 (3.68%) AWS Lambda
13 23 (3.39%) Azure Logic Apps
13 23 (3.39%) Power Automate
14 22 (3.24%) GitHub
14 22 (3.24%) PowerApps
14 22 (3.24%) SaaS
15 21 (3.09%) Microsoft Purview
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%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 225 (33.14%) Power BI
2 187 (27.54%) Data Lake
3 99 (14.58%) SQL Server
4 98 (14.43%) Amazon Redshift
5 79 (11.63%) Tableau
6 74 (10.90%) Metadata
7 71 (10.46%) BigQuery
8 51 (7.51%) Azure SQL Database
9 49 (7.22%) Star Schema
10 47 (6.92%) SQL Server Integration Services
11 43 (6.33%) Snowflake Schema
12 41 (6.04%) Big Data
13 40 (5.89%) SQL Server Reporting Services
14 38 (5.60%) Looker
15 29 (4.27%) PostgreSQL
16 27 (3.98%) Power Query
17 24 (3.53%) Azure SQL Data Warehouse
17 24 (3.53%) Relational Database
18 23 (3.39%) Elasticsearch
18 23 (3.39%) NoSQL
Development Applications
1 49 (7.22%) Git
2 28 (4.12%) MLflow
3 24 (3.53%) JIRA
4 15 (2.21%) Jenkins
5 10 (1.47%) 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
1 186 (27.39%) Analytical Skills
2 178 (26.22%) Social Skills
3 172 (25.33%) Finance
4 41 (6.04%) Public Sector
5 32 (4.71%) Banking
6 21 (3.09%) Marketing
7 20 (2.95%) Retail
8 19 (2.80%) Inclusion and Diversity
9 18 (2.65%) Law
10 16 (2.36%) Manufacturing
11 15 (2.21%) Legal
12 13 (1.91%) Advertising
13 12 (1.77%) Influencing Skills
14 10 (1.47%) Local Government
14 10 (1.47%) Presentation Skills
15 9 (1.33%) Military
16 8 (1.18%) Documentation Skills
17 7 (1.03%) Aerospace
17 7 (1.03%) Fire and Rescue
17 7 (1.03%) Retail Banking
Job Titles
1 248 (36.52%) Data Engineer
2 134 (19.73%) Senior
3 96 (14.14%) Lead
4 84 (12.37%) Architect
5 68 (10.01%) Data Architect
5 68 (10.01%) Developer
6 65 (9.57%) Analyst
7 52 (7.66%) Senior Data Engineer
8 35 (5.15%) Data Analyst
9 34 (5.01%) Azure Engineer
10 32 (4.71%) Lead Data Engineer
11 31 (4.57%) Business Intelligence Developer
12 24 (3.53%) Data Management Specialist
12 24 (3.53%) Product Specialist
13 23 (3.39%) Senior Systems Engineer
13 23 (3.39%) Systems Engineer
14 19 (2.80%) Azure Data Engineer
14 19 (2.80%) Business Intelligence Analyst
15 18 (2.65%) Consultant
15 18 (2.65%) Data Scientist
Libraries, Frameworks & Software Standards
1 60 (8.84%) Kafka
2 51 (7.51%) 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
7 22 (3.24%) REST
8 18 (2.65%) Pandas
9 15 (2.21%) JSON
10 12 (1.77%) .NET
11 9 (1.33%) ARM Templates
11 9 (1.33%) Node.js
11 9 (1.33%) React
12 8 (1.18%) NumPy
12 8 (1.18%) XML
13 7 (1.03%) Middleware
14 5 (0.74%) AngularJS
14 5 (0.74%) SOAP
Miscellaneous
1 71 (10.46%) Cloud Native
2 29 (4.27%) Onboarding
3 27 (3.98%) Analytical Mindset
3 27 (3.98%) Product Ownership
3 27 (3.98%) Public Cloud
4 26 (3.83%) Clustering
5 23 (3.39%) Data Structures
6 20 (2.95%) Distributed Computing
7 16 (2.36%) Legacy Systems
8 15 (2.21%) Management Information System
9 14 (2.06%) Replication
10 13 (1.91%) Data Protection Act
11 11 (1.62%) Greenfield Project
11 11 (1.62%) Low-Code
12 8 (1.18%) Self-Motivation
13 6 (0.88%) Credit Risk
13 6 (0.88%) Data Centre
13 6 (0.88%) Enterprise Cloud
13 6 (0.88%) Hybrid Cloud
13 6 (0.88%) Reinsurance
Operating Systems
1 8 (1.18%) 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
1 424 (62.44%) Analytics
2 347 (51.10%) Data Modelling
3 326 (48.01%) Business Intelligence
4 315 (46.39%) ETL
5 283 (41.68%) Data Engineering
6 254 (37.41%) Data Pipeline
7 240 (35.35%) AI
8 212 (31.22%) Data Governance
9 199 (29.31%) Decision-Making
10 149 (21.94%) Problem-Solving
11 140 (20.62%) CI/CD
12 139 (20.47%) Data Science
13 135 (19.88%) Agile
14 133 (19.59%) Machine Learning
15 127 (18.70%) Data Architecture
16 108 (15.91%) Data Management
17 106 (15.61%) Use Case
18 102 (15.02%) DevOps
19 101 (14.87%) Data Integration
20 94 (13.84%) Mentoring
Programming Languages
1 477 (70.25%) SQL
2 342 (50.37%) Python
3 41 (6.04%) Data Analysis Expressions
4 30 (4.42%) R
5 25 (3.68%) C#
6 24 (3.53%) Scala
7 23 (3.39%) Java
8 21 (3.09%) JavaScript
9 16 (2.36%) T-SQL
10 14 (2.06%) PowerShell
11 6 (0.88%) Julia
11 6 (0.88%) Kusto Query Language
11 6 (0.88%) TypeScript
12 5 (0.74%) Bash
13 4 (0.59%) Bicep
13 4 (0.59%) Go
14 2 (0.29%) PL/SQL
14 2 (0.29%) Shell Script
14 2 (0.29%) VBScript
15 1 (0.15%) C++
Qualifications
1 110 (16.20%) Degree
2 71 (10.46%) Security Cleared
3 47 (6.92%) SC Cleared
4 33 (4.86%) Computer Science Degree
5 27 (3.98%) Azure Certification
6 21 (3.09%) BPSS Clearance
7 14 (2.06%) AWS Certification
7 14 (2.06%) DBS Check
8 10 (1.47%) DV Cleared
8 10 (1.47%) Master's Degree
9 9 (1.33%) Microsoft Certification
9 9 (1.33%) TOGAF Certification
10 5 (0.74%) Tableau Certification
11 4 (0.59%) ACCA
11 4 (0.59%) CIMA
11 4 (0.59%) OCP
11 4 (0.59%) Oracle Certification
12 3 (0.44%) ICAEW
12 3 (0.44%) ISEB
12 3 (0.44%) ISTQB
Quality Assurance & Compliance
1 236 (34.76%) Data Quality
2 85 (12.52%) GDPR
3 25 (3.68%) California Consumer Privacy Act
4 16 (2.36%) QA
5 15 (2.21%) Accessibility
6 5 (0.74%) Actionable Recommendations
6 5 (0.74%) EU AI Act
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%) GRC
9 2 (0.29%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
10 1 (0.15%) HIPAA
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 34 (5.01%) Docker
2 8 (1.18%) Active Directory
Systems Management
1 46 (6.77%) Terraform
2 22 (3.24%) Kubernetes
3 8 (1.18%) Ansible
4 4 (0.59%) Prometheus
5 3 (0.44%) Control-M
5 3 (0.44%) Grafana
Vendors
1 214 (31.52%) Databricks
2 175 (25.77%) Microsoft
3 47 (6.92%) Dell
4 43 (6.33%) Informatica
5 38 (5.60%) Google
6 28 (4.12%) Oracle
7 26 (3.83%) Teradata
8 25 (3.68%) Denodo
9 23 (3.39%) Cloudera
10 22 (3.24%) SAP
11 12 (1.77%) Talend
12 11 (1.62%) Salesforce
13 8 (1.18%) OpenAI
14 5 (0.74%) Netezza
15 4 (0.59%) Intapp
15 4 (0.59%) Red Hat
15 4 (0.59%) Remedy
15 4 (0.59%) ServiceNow
16 3 (0.44%) LexisNexis
16 3 (0.44%) Workday