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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 282 190 171
Rank change year-on-year -92 -19 -46
Permanent jobs citing Data Warehouse 644 788 1,249
As % of all permanent jobs in England 0.72% 1.81% 1.62%
As % of the Database & Business Intelligence category 8.03% 11.51% 10.34%
Number of salaries quoted 470 440 848
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% - +1.07%
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 8,018 6,849 12,084
As % of all permanent jobs advertised in England 8.92% 15.73% 15.69%
Number of salaries quoted 5,472 4,550 8,650
10th Percentile £36,250 £35,000 £36,250
25th Percentile £45,250 £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 £84,188
90th Percentile £95,000 £110,000 £112,500
UK median annual salary £60,000 £61,182 £60,000
% change year-on-year -1.93% +1.97% -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 27 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 27 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 -39 312 £82,500 +10.00% 145
North of England +12 147 £57,500 -4.17% 53
Yorkshire -15 68 £62,500 +4.17% 17
North West 0 58 £57,500 -2.13% 27
South East -101 56 £68,750 +5.77% 58
Midlands -68 51 £51,356 -18.16% 27
West Midlands -52 35 £55,000 -8.33% 20
South West -88 34 £55,000 -25.42% 23
East of England -7 33 £63,750 +27.50% 3
North East -34 21 £48,000 +1.05% 9
East Midlands -40 16 £38,600 -40.62% 7
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 (10.56%) Apache Airflow
2 65 (10.09%) Apache Spark
3 37 (5.75%) Apache
4 12 (1.86%) SharePoint
5 11 (1.71%) SAS
6 8 (1.24%) Confluence
7 4 (0.62%) 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 (4.66%) Microsoft Excel
2 5 (0.78%) Microsoft Office
3 2 (0.31%) Microsoft PowerPoint
4 1 (0.16%) Chatbot
4 1 (0.16%) Spreadsheet
Business Applications
1 6 (0.93%) Dynamics CRM
2 4 (0.62%) Carpe Diem
2 4 (0.62%) 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
1 325 (50.47%) Azure
2 224 (34.78%) Power Platform
3 197 (30.59%) AWS
4 140 (21.74%) Snowflake
5 112 (17.39%) GCP
6 103 (15.99%) Azure Data Factory
7 88 (13.66%) dbt
8 87 (13.51%) Azure Synapse Analytics
9 48 (7.45%) Amazon S3
10 47 (7.30%) Azure DevOps
11 37 (5.75%) Serverless
12 26 (4.04%) Power Automate
13 24 (3.73%) PowerApps
14 23 (3.57%) SaaS
15 22 (3.42%) Azure Logic Apps
16 21 (3.26%) Microsoft Purview
17 20 (3.11%) Amazon EMR
17 20 (3.11%) AWS Lambda
18 18 (2.80%) Cloud Computing
19 17 (2.64%) GitHub
Communications & Networking
1 4 (0.62%) Kerberos
1 4 (0.62%) NAS
2 2 (0.31%) 4G
2 2 (0.31%) 5G
3 1 (0.16%) HTTP
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 215 (33.39%) Power BI
2 174 (27.02%) Data Lake
3 93 (14.44%) Amazon Redshift
4 86 (13.35%) SQL Server
5 76 (11.80%) Tableau
6 67 (10.40%) BigQuery
7 65 (10.09%) Metadata
8 47 (7.30%) Star Schema
9 44 (6.83%) SQL Server Integration Services
10 43 (6.68%) Snowflake Schema
11 42 (6.52%) Big Data
12 41 (6.37%) Azure SQL Database
13 39 (6.06%) SQL Server Reporting Services
14 35 (5.43%) Looker
15 27 (4.19%) Azure SQL Data Warehouse
15 27 (4.19%) PostgreSQL
16 23 (3.57%) Elasticsearch
17 22 (3.42%) Relational Database
18 21 (3.26%) Power Query
19 20 (3.11%) NoSQL
Development Applications
1 43 (6.68%) Git
2 28 (4.35%) MLflow
3 24 (3.73%) JIRA
4 12 (1.86%) Jenkins
4 12 (1.86%) Visual Studio
5 6 (0.93%) SQL Server Management Studio (SSMS)
6 5 (0.78%) Selenium
7 4 (0.62%) GitLab
7 4 (0.62%) Postman
8 3 (0.47%) Cucumber
8 3 (0.47%) JMeter
8 3 (0.47%) SoapUI
8 3 (0.47%) Zephyr
9 2 (0.31%) Bitbucket
9 2 (0.31%) NUnit
9 2 (0.31%) Visual Studio Code
10 1 (0.16%) Cypress.io
10 1 (0.16%) Oracle APEX
10 1 (0.16%) Snyk
10 1 (0.16%) SonarQube
General
1 177 (27.48%) Analytical Skills
2 168 (26.09%) Finance
3 167 (25.93%) Social Skills
4 35 (5.43%) Public Sector
5 31 (4.81%) Banking
6 18 (2.80%) Retail
7 16 (2.48%) Inclusion and Diversity
7 16 (2.48%) Law
7 16 (2.48%) Marketing
8 15 (2.33%) Legal
8 15 (2.33%) Manufacturing
9 14 (2.17%) Influencing Skills
10 13 (2.02%) Advertising
11 9 (1.40%) Local Government
11 9 (1.40%) Presentation Skills
12 8 (1.24%) Documentation Skills
12 8 (1.24%) Retail Banking
13 6 (0.93%) Billing
13 6 (0.93%) Financial Institution
13 6 (0.93%) Military
Job Titles
1 232 (36.02%) Data Engineer
2 124 (19.25%) Senior
3 93 (14.44%) Lead
4 77 (11.96%) Architect
5 63 (9.78%) Analyst
5 63 (9.78%) Developer
6 62 (9.63%) Data Architect
7 48 (7.45%) Senior Data Engineer
8 34 (5.28%) Data Analyst
9 32 (4.97%) Azure Engineer
9 32 (4.97%) Lead Data Engineer
10 29 (4.50%) Business Intelligence Developer
11 24 (3.73%) Data Management Specialist
11 24 (3.73%) Product Specialist
12 23 (3.57%) Senior Systems Engineer
12 23 (3.57%) Systems Engineer
13 19 (2.95%) Business Intelligence Analyst
14 18 (2.80%) Azure Data Engineer
14 18 (2.80%) Consultant
15 15 (2.33%) Data Manager
Libraries, Frameworks & Software Standards
1 59 (9.16%) Kafka
2 51 (7.92%) PySpark
3 30 (4.66%) scikit-learn
4 25 (3.88%) TensorFlow
5 24 (3.73%) LangChain
5 24 (3.73%) PyTorch
6 23 (3.57%) LlamaIndex
6 23 (3.57%) pgvector
7 21 (3.26%) REST
8 19 (2.95%) Pandas
9 14 (2.17%) JSON
10 9 (1.40%) ARM Templates
10 9 (1.40%) NumPy
11 8 (1.24%) .NET
11 8 (1.24%) XML
12 7 (1.09%) Middleware
12 7 (1.09%) Node.js
13 6 (0.93%) React
14 5 (0.78%) SOAP
14 5 (0.78%) XGBoost
Miscellaneous
1 68 (10.56%) Cloud Native
2 27 (4.19%) Analytical Mindset
2 27 (4.19%) Data Structures
2 27 (4.19%) Onboarding
3 26 (4.04%) Clustering
3 26 (4.04%) Public Cloud
4 22 (3.42%) Product Ownership
5 20 (3.11%) Distributed Computing
6 16 (2.48%) Legacy Systems
6 16 (2.48%) Management Information System
7 14 (2.17%) Replication
8 13 (2.02%) Greenfield Project
9 12 (1.86%) Data Protection Act
10 11 (1.71%) Low-Code
11 7 (1.09%) Reinsurance
11 7 (1.09%) Self-Motivation
12 6 (0.93%) Credit Risk
12 6 (0.93%) Data Centre
12 6 (0.93%) Enterprise Cloud
12 6 (0.93%) Hybrid Cloud
Operating Systems
1 7 (1.09%) Linux
1 7 (1.09%) Windows
2 5 (0.78%) Windows Server
3 4 (0.62%) Windows Server 2016
4 2 (0.31%) Unix
Processes & Methodologies
1 392 (60.87%) Analytics
2 334 (51.86%) Data Modelling
3 310 (48.14%) Business Intelligence
4 300 (46.58%) ETL
5 272 (42.24%) Data Engineering
6 234 (36.34%) Data Pipeline
7 224 (34.78%) AI
8 203 (31.52%) Data Governance
9 186 (28.88%) Decision-Making
10 146 (22.67%) Problem-Solving
11 128 (19.88%) CI/CD
12 124 (19.25%) Data Science
13 123 (19.10%) Machine Learning
14 117 (18.17%) Agile
15 107 (16.61%) Data Architecture
15 107 (16.61%) Use Case
16 100 (15.53%) Data Management
17 94 (14.60%) DevOps
18 92 (14.29%) Data Integration
18 92 (14.29%) Mentoring
Programming Languages
1 448 (69.57%) SQL
2 318 (49.38%) Python
3 36 (5.59%) Data Analysis Expressions
4 26 (4.04%) R
5 24 (3.73%) Scala
6 21 (3.26%) Java
7 18 (2.80%) C#
8 15 (2.33%) JavaScript
9 14 (2.17%) T-SQL
10 13 (2.02%) PowerShell
11 6 (0.93%) Julia
11 6 (0.93%) Kusto Query Language
12 5 (0.78%) Bash
12 5 (0.78%) Bicep
12 5 (0.78%) TypeScript
13 3 (0.47%) PL/SQL
14 2 (0.31%) Go
14 2 (0.31%) Shell Script
14 2 (0.31%) VBScript
15 1 (0.16%) C++
Qualifications
1 103 (15.99%) Degree
2 64 (9.94%) Security Cleared
3 40 (6.21%) SC Cleared
4 32 (4.97%) Computer Science Degree
5 25 (3.88%) Azure Certification
6 16 (2.48%) BPSS Clearance
7 14 (2.17%) DBS Check
8 13 (2.02%) AWS Certification
9 10 (1.55%) Master's Degree
10 9 (1.40%) Microsoft Certification
11 8 (1.24%) DV Cleared
11 8 (1.24%) TOGAF Certification
12 5 (0.78%) Tableau Certification
13 3 (0.47%) ACCA
13 3 (0.47%) AWS Certified Solutions Architect
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
1 223 (34.63%) Data Quality
2 80 (12.42%) GDPR
3 23 (3.57%) California Consumer Privacy Act
4 14 (2.17%) QA
5 13 (2.02%) Accessibility
6 5 (0.78%) EU AI Act
7 4 (0.62%) GRC
8 3 (0.47%) Actionable Recommendations
8 3 (0.47%) IFRS
8 3 (0.47%) NIST
8 3 (0.47%) PMO
8 3 (0.47%) Sarbanes-Oxley
8 3 (0.47%) SLA
8 3 (0.47%) Solvency II
9 2 (0.31%) IFRS 17
9 2 (0.31%) ISO/IEC 27001
10 1 (0.16%) HIPAA
10 1 (0.16%) ISO 20022
10 1 (0.16%) ISO 22301
10 1 (0.16%) PERC
System Software
1 27 (4.19%) Docker
2 7 (1.09%) Active Directory
Systems Management
1 41 (6.37%) Terraform
2 18 (2.80%) Kubernetes
3 8 (1.24%) Ansible
4 3 (0.47%) Control-M
5 2 (0.31%) Prometheus
6 1 (0.16%) Grafana
6 1 (0.16%) Single Sign-On
Vendors
1 201 (31.21%) Databricks
2 155 (24.07%) Microsoft
3 47 (7.30%) Dell
4 43 (6.68%) Informatica
5 32 (4.97%) Google
6 26 (4.04%) Teradata
7 25 (3.88%) Oracle
8 24 (3.73%) Denodo
9 23 (3.57%) Cloudera
10 20 (3.11%) SAP
11 12 (1.86%) Talend
12 9 (1.40%) Salesforce
13 8 (1.24%) OpenAI
14 5 (0.78%) Netezza
15 4 (0.62%) Intapp
15 4 (0.62%) Remedy
15 4 (0.62%) ServiceNow
16 3 (0.47%) Cognos
16 3 (0.47%) Foundry
16 3 (0.47%) Guidewire