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 1 September 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Sep 2026
Same period 2025 Same period 2024
Rank 264 200 142
Rank change year-on-year -64 -58 -20
Permanent jobs citing Data Warehouse 684 711 1,293
As % of all permanent jobs in England 0.70% 1.62% 1.81%
As % of the Database & Business Intelligence category 8.61% 10.75% 11.68%
Number of salaries quoted 492 430 755
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 £87,500 £83,750 £82,500
90th Percentile £100,000 £100,000 £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 7,947 6,615 11,070
As % of all permanent jobs advertised in England 8.18% 15.11% 15.51%
Number of salaries quoted 5,541 4,363 7,238
10th Percentile £36,250 £34,550 £37,500
25th Percentile £45,750 £45,000 £46,250
Median annual salary (50th Percentile) £60,000 £60,000 £63,500
Median % change year-on-year - -5.51% -2.31%
75th Percentile £80,000 £80,000 £87,500
90th Percentile £95,000 £108,750 £116,250
UK median annual salary £60,000 £60,000 £62,500
% 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 1 September 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 1 September 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 -49 319 £85,000 +13.33% 503
North of England +15 153 £57,500 -4.17% 97
South East -89 66 £62,500 -3.85% 82
North West +5 64 £55,279 -7.87% 67
Yorkshire -14 63 £62,500 +8.70% 22
Midlands -74 59 £51,356 -20.99% 38
South West -62 42 £58,750 -17.54% 42
West Midlands -47 41 £53,178 -11.74% 24
East of England -11 35 £62,500 +25.00% 20
North East -40 26 £48,000 -16.52% 8
East Midlands -27 18 £38,050 -43.63% 14
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 (10.23%) Apache Spark
2 64 (9.36%) Apache Airflow
3 41 (5.99%) Apache
4 13 (1.90%) SharePoint
5 11 (1.61%) Confluence
6 8 (1.17%) SAS
7 2 (0.29%) Luigi
7 2 (0.29%) Oracle Application Server
8 1 (0.15%) Apache Superset
8 1 (0.15%) CMS
8 1 (0.15%) GeoServer
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 30 (4.39%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Microsoft PowerPoint
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
3 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.02%) Carpe Diem
1 7 (1.02%) Dynamics CRM
1 7 (1.02%) Elite 3E
2 4 (0.58%) Actimize
3 3 (0.44%) FLEXCUBE
3 3 (0.44%) SAP ERP
3 3 (0.44%) SAP S/4HANA
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%) Workday HCM
5 1 (0.15%) Bloomberg TOMS
5 1 (0.15%) Finacle
5 1 (0.15%) Loan IQ
5 1 (0.15%) NetSuite
5 1 (0.15%) Sage X3
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
5 1 (0.15%) SAP R/3
Cloud Services
1 355 (51.90%) Azure
2 243 (35.53%) Power Platform
3 212 (30.99%) AWS
4 135 (19.74%) Snowflake
5 120 (17.54%) GCP
6 109 (15.94%) Azure Data Factory
7 92 (13.45%) Azure Synapse Analytics
8 84 (12.28%) dbt
9 61 (8.92%) Azure DevOps
10 55 (8.04%) Amazon S3
11 46 (6.73%) Serverless
12 27 (3.95%) Azure Databricks
13 26 (3.80%) AWS Lambda
13 26 (3.80%) Azure Logic Apps
14 24 (3.51%) Microsoft Purview
15 23 (3.36%) SaaS
16 22 (3.22%) GitHub
17 21 (3.07%) Amazon EMR
18 19 (2.78%) PowerApps
19 18 (2.63%) Cloud Computing
Communications & Networking
1 4 (0.58%) Kerberos
1 4 (0.58%) NAS
2 2 (0.29%) HTTP
3 1 (0.15%) 4G
3 1 (0.15%) 5G
3 1 (0.15%) ATM
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 232 (33.92%) Power BI
2 188 (27.49%) Data Lake
3 99 (14.47%) SQL Server
4 93 (13.60%) Amazon Redshift
5 85 (12.43%) Metadata
6 78 (11.40%) Tableau
7 67 (9.80%) BigQuery
8 55 (8.04%) Azure SQL Database
8 55 (8.04%) Star Schema
9 46 (6.73%) Snowflake Schema
10 45 (6.58%) SQL Server Integration Services
11 44 (6.43%) Big Data
12 42 (6.14%) SQL Server Reporting Services
13 40 (5.85%) Looker
14 29 (4.24%) PostgreSQL
15 25 (3.65%) NoSQL
15 25 (3.65%) Power Query
16 23 (3.36%) Elasticsearch
16 23 (3.36%) Milvus
17 22 (3.22%) Enterprise Data Warehouse
Development Applications
1 51 (7.46%) Git
2 28 (4.09%) MLflow
3 27 (3.95%) JIRA
4 18 (2.63%) Jenkins
5 9 (1.32%) Selenium
6 8 (1.17%) GitLab
6 8 (1.17%) Postman
7 6 (0.88%) Visual Studio
8 5 (0.73%) Cucumber
8 5 (0.73%) JMeter
8 5 (0.73%) NUnit
8 5 (0.73%) SoapUI
8 5 (0.73%) Zephyr
9 4 (0.58%) SQL Server Management Studio (SSMS)
10 3 (0.44%) Bitbucket
10 3 (0.44%) Cypress.io
10 3 (0.44%) JUnit
10 3 (0.44%) Snyk
10 3 (0.44%) SonarQube
10 3 (0.44%) Visual Studio Code
General
1 196 (28.65%) Social Skills
2 178 (26.02%) Analytical Skills
3 171 (25.00%) Finance
4 42 (6.14%) Banking
5 39 (5.70%) Public Sector
6 24 (3.51%) Law
6 24 (3.51%) Legal
7 23 (3.36%) Marketing
8 21 (3.07%) Retail
9 19 (2.78%) Inclusion and Diversity
10 18 (2.63%) Manufacturing
11 15 (2.19%) Influencing Skills
12 13 (1.90%) Advertising
13 12 (1.75%) Presentation Skills
14 11 (1.61%) Local Government
15 9 (1.32%) Aerospace
15 9 (1.32%) Military
15 9 (1.32%) Retail Banking
16 8 (1.17%) Documentation Skills
17 7 (1.02%) Fire and Rescue
Job Titles
1 245 (35.82%) Data Engineer
2 136 (19.88%) Senior
3 93 (13.60%) Lead
4 81 (11.84%) Architect
5 69 (10.09%) Analyst
5 69 (10.09%) Data Architect
6 67 (9.80%) Developer
7 51 (7.46%) Senior Data Engineer
8 40 (5.85%) Azure Engineer
9 39 (5.70%) Data Analyst
10 34 (4.97%) Business Intelligence Developer
11 33 (4.82%) Lead Data Engineer
12 27 (3.95%) Databricks Engineer
13 23 (3.36%) Senior Systems Engineer
13 23 (3.36%) Systems Engineer
14 21 (3.07%) Business Intelligence Analyst
15 20 (2.92%) Data Management Specialist
15 20 (2.92%) Databricks Data Engineer
15 20 (2.92%) Product Specialist
16 19 (2.78%) Azure Data Engineer
Libraries, Frameworks & Software Standards
1 58 (8.48%) Kafka
2 51 (7.46%) PySpark
3 43 (6.29%) Terraform
4 31 (4.53%) REST
5 30 (4.39%) scikit-learn
6 25 (3.65%) TensorFlow
7 24 (3.51%) LangChain
7 24 (3.51%) pgvector
7 24 (3.51%) PyTorch
8 23 (3.36%) LlamaIndex
9 19 (2.78%) JSON
10 18 (2.63%) Pandas
11 12 (1.75%) XML
12 11 (1.61%) .NET
13 10 (1.46%) React
14 9 (1.32%) ARM Templates
14 9 (1.32%) Node.js
15 8 (1.17%) NumPy
16 7 (1.02%) SOAP
17 6 (0.88%) FastAPI
Miscellaneous
1 76 (11.11%) Cloud Native
2 37 (5.41%) Product Ownership
3 27 (3.95%) Public Cloud
4 26 (3.80%) Clustering
4 26 (3.80%) Onboarding
5 23 (3.36%) Data Structures
6 20 (2.92%) Legacy Systems
7 19 (2.78%) Analytical Mindset
7 19 (2.78%) Distributed Computing
8 15 (2.19%) Management Information System
9 13 (1.90%) Data Protection Act
10 11 (1.61%) Enterprise Software
10 11 (1.61%) Replication
11 8 (1.17%) Greenfield Project
11 8 (1.17%) Self-Motivation
12 7 (1.02%) Reference Data
13 6 (0.88%) Credit Risk
13 6 (0.88%) Data Centre
13 6 (0.88%) Enterprise Cloud
13 6 (0.88%) Hybrid Cloud
Operating Systems
1 12 (1.75%) Windows
2 7 (1.02%) Linux
3 5 (0.73%) Windows Server
4 4 (0.58%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 408 (59.65%) Analytics
2 349 (51.02%) Data Modelling
3 324 (47.37%) Business Intelligence
4 316 (46.20%) ETL
5 294 (42.98%) Data Engineering
6 249 (36.40%) Data Pipeline
7 244 (35.67%) AI
8 209 (30.56%) Data Governance
9 192 (28.07%) Decision-Making
10 148 (21.64%) CI/CD
11 143 (20.91%) Lakehouse
12 142 (20.76%) Problem-Solving
13 141 (20.61%) Agile
13 141 (20.61%) Data Architecture
14 134 (19.59%) Machine Learning
15 132 (19.30%) Data Science
16 116 (16.96%) DevOps
17 106 (15.50%) Data Integration
18 104 (15.20%) Use Case
19 103 (15.06%) Data Management
Programming Languages
1 491 (71.78%) SQL
2 345 (50.44%) Python
3 49 (7.16%) Data Analysis Expressions
4 31 (4.53%) C#
5 27 (3.95%) R
6 24 (3.51%) JavaScript
7 23 (3.36%) Java
7 23 (3.36%) Scala
8 19 (2.78%) T-SQL
9 12 (1.75%) PowerShell
10 7 (1.02%) TypeScript
11 6 (0.88%) Julia
11 6 (0.88%) Kusto Query Language
12 5 (0.73%) Bash
13 4 (0.58%) Go
14 3 (0.44%) Bicep
15 2 (0.29%) PL/SQL
15 2 (0.29%) Shell Script
15 2 (0.29%) VBScript
16 1 (0.15%) C++
Qualifications
1 107 (15.64%) Degree
2 72 (10.53%) Security Cleared
3 47 (6.87%) SC Cleared
4 33 (4.82%) Computer Science Degree
5 26 (3.80%) Azure Certification
6 17 (2.49%) BPSS Clearance
7 16 (2.34%) AWS Certification
8 12 (1.75%) DBS Check
9 11 (1.61%) DV Cleared
10 10 (1.46%) Master's Degree
11 9 (1.32%) TOGAF Certification
12 8 (1.17%) Microsoft Certification
13 5 (0.73%) ISEB
13 5 (0.73%) ISTQB
13 5 (0.73%) Tableau Certification
14 4 (0.58%) ACCA
14 4 (0.58%) AWS Certified Solutions Architect
14 4 (0.58%) CIMA
14 4 (0.58%) OCP
14 4 (0.58%) Oracle Certification
Quality Assurance & Compliance
1 247 (36.11%) Data Quality
2 87 (12.72%) GDPR
3 29 (4.24%) California Consumer Privacy Act
4 20 (2.92%) QA
5 14 (2.05%) Accessibility
6 5 (0.73%) EU AI Act
7 4 (0.58%) Actionable Recommendations
7 4 (0.58%) NIST
8 3 (0.44%) IFRS
8 3 (0.44%) PMO
9 2 (0.29%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
9 2 (0.29%) Solvency II
10 1 (0.15%) Cyber Essentials
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
10 1 (0.15%) SLA
System Software
1 33 (4.82%) Docker
2 8 (1.17%) Active Directory
Systems Management
1 24 (3.51%) Kubernetes
2 8 (1.17%) Ansible
3 4 (0.58%) Prometheus
4 3 (0.44%) Grafana
5 1 (0.15%) Control-M
Vendors
1 201 (29.39%) Databricks
2 187 (27.34%) Microsoft
3 45 (6.58%) Dell
4 41 (5.99%) Informatica
5 32 (4.68%) Google
6 28 (4.09%) SAP
7 27 (3.95%) Oracle
8 23 (3.36%) Cloudera
9 22 (3.22%) Teradata
10 21 (3.07%) Denodo
11 16 (2.34%) Talend
12 12 (1.75%) Salesforce
13 9 (1.32%) OpenAI
14 5 (0.73%) Netezza
14 5 (0.73%) Pega
15 4 (0.58%) Intapp
15 4 (0.58%) Red Hat
15 4 (0.58%) Remedy
15 4 (0.58%) ServiceNow
15 4 (0.58%) Workday