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

6 months to
10 Sep 2026
Same period 2025 Same period 2024
Rank 275 202 143
Rank change year-on-year -73 -59 -24
Permanent jobs citing Data Warehouse 677 701 1,272
As % of all permanent jobs in England 0.68% 1.61% 1.84%
As % of the Database & Business Intelligence category 8.49% 10.81% 11.90%
Number of salaries quoted 497 415 718
10th Percentile £43,100 £41,750 £42,500
25th Percentile £51,250 £53,750 £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 £82,875
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 7,972 6,486 10,690
As % of all permanent jobs advertised in England 7.99% 14.91% 15.49%
Number of salaries quoted 5,586 4,215 6,655
10th Percentile £36,250 £33,750 £37,500
25th Percentile £45,750 £45,000 £47,500
Median annual salary (50th Percentile) £60,000 £61,182 £65,000
Median % change year-on-year -1.93% -5.87% +0.78%
75th Percentile £80,000 £81,250 £87,500
90th Percentile £96,250 £110,000 £118,750
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 10 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 10 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 -73 310 £85,000 +13.33% 232
North of England +20 154 £57,500 -4.17% 46
Yorkshire -11 65 £62,500 +6.38% 12
North West +10 63 £56,100 -6.50% 31
South East -66 63 £62,500 -3.85% 75
Midlands -68 61 £51,356 -20.99% 23
West Midlands -50 45 £55,000 -8.33% 17
South West -62 44 £60,000 -14.29% 25
East of England -19 36 £62,500 +25.00% 15
North East -39 26 £48,000 -16.52% 3
East Midlands -32 16 £38,050 -43.63% 6
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 61 (9.01%) Apache Spark
2 55 (8.12%) Apache Airflow
3 41 (6.06%) Apache
4 14 (2.07%) SharePoint
5 11 (1.62%) Confluence
6 8 (1.18%) SAS
7 2 (0.30%) Luigi
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
8 1 (0.15%) Oracle Application Server
Applications
1 31 (4.58%) Microsoft Excel
2 3 (0.44%) Microsoft Office
2 3 (0.44%) Microsoft PowerPoint
3 2 (0.30%) Spreadsheet
4 1 (0.15%) Chatbot
4 1 (0.15%) Microsoft Project
Business Applications
1 8 (1.18%) Carpe Diem
1 8 (1.18%) Dynamics CRM
1 8 (1.18%) Elite 3E
2 6 (0.89%) SAP ERP
3 5 (0.74%) Actimize
4 4 (0.59%) SAP R/3
5 3 (0.44%) SAP S/4HANA
6 2 (0.30%) FLEXCUBE
6 2 (0.30%) SAP Business One
6 2 (0.30%) Temenos T24
6 2 (0.30%) Workday HCM
7 1 (0.15%) Bloomberg TOMS
7 1 (0.15%) Finacle
7 1 (0.15%) Loan IQ
7 1 (0.15%) Misys Opics
7 1 (0.15%) NetSuite
7 1 (0.15%) Oracle ERP
7 1 (0.15%) Sage X3
7 1 (0.15%) SAP HCM
7 1 (0.15%) SAP MDG
Cloud Services
1 357 (52.73%) Azure
2 246 (36.34%) Power Platform
3 201 (29.69%) AWS
4 116 (17.13%) Azure Data Factory
4 116 (17.13%) Snowflake
5 109 (16.10%) GCP
6 85 (12.56%) Azure Synapse Analytics
7 75 (11.08%) dbt
8 67 (9.90%) Azure DevOps
9 55 (8.12%) Amazon S3
10 44 (6.50%) Serverless
11 27 (3.99%) Azure Logic Apps
12 26 (3.84%) AWS Lambda
12 26 (3.84%) Azure Databricks
13 24 (3.55%) Microsoft Purview
14 23 (3.40%) SaaS
15 22 (3.25%) GitHub
16 21 (3.10%) PowerApps
17 20 (2.95%) Amazon EMR
18 19 (2.81%) Cloud Computing
Communications & Networking
1 4 (0.59%) Kerberos
1 4 (0.59%) NAS
2 2 (0.30%) 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
1 235 (34.71%) Power BI
2 173 (25.55%) Data Lake
3 101 (14.92%) SQL Server
4 91 (13.44%) Metadata
5 81 (11.96%) Amazon Redshift
6 72 (10.64%) Tableau
7 61 (9.01%) Azure SQL Database
8 57 (8.42%) Star Schema
9 55 (8.12%) BigQuery
10 47 (6.94%) SQL Server Integration Services
11 46 (6.79%) SQL Server Reporting Services
12 45 (6.65%) Big Data
13 40 (5.91%) Snowflake Schema
14 32 (4.73%) Looker
15 27 (3.99%) Power Query
16 26 (3.84%) NoSQL
16 26 (3.84%) PostgreSQL
17 24 (3.55%) Enterprise Data Warehouse
18 19 (2.81%) Azure SQL Data Warehouse
18 19 (2.81%) Relational Database
Development Applications
1 57 (8.42%) Git
2 28 (4.14%) JIRA
3 20 (2.95%) Jenkins
4 18 (2.66%) MLflow
5 9 (1.33%) Selenium
6 8 (1.18%) GitLab
6 8 (1.18%) Postman
7 5 (0.74%) Cucumber
7 5 (0.74%) JMeter
7 5 (0.74%) NUnit
7 5 (0.74%) SoapUI
7 5 (0.74%) Visual Studio
7 5 (0.74%) Zephyr
8 4 (0.59%) SQL Server Management Studio (SSMS)
9 3 (0.44%) Bitbucket
9 3 (0.44%) Cypress.io
9 3 (0.44%) JUnit
9 3 (0.44%) Snyk
9 3 (0.44%) SonarQube
9 3 (0.44%) Visual Studio Code
General
1 200 (29.54%) Social Skills
2 173 (25.55%) Finance
3 170 (25.11%) Analytical Skills
4 44 (6.50%) Banking
5 40 (5.91%) Public Sector
6 25 (3.69%) Legal
7 24 (3.55%) Marketing
8 23 (3.40%) Law
9 21 (3.10%) Manufacturing
9 21 (3.10%) Retail
10 19 (2.81%) Inclusion and Diversity
11 16 (2.36%) Influencing Skills
12 13 (1.92%) Advertising
13 12 (1.77%) Aerospace
13 12 (1.77%) Presentation Skills
14 11 (1.62%) Local Government
15 9 (1.33%) Military
16 8 (1.18%) Documentation Skills
16 8 (1.18%) Fire and Rescue
16 8 (1.18%) Retail Banking
Job Titles
1 250 (36.93%) Data Engineer
2 130 (19.20%) Senior
3 96 (14.18%) Lead
4 77 (11.37%) Architect
5 67 (9.90%) Analyst
5 67 (9.90%) Data Architect
5 67 (9.90%) Developer
6 53 (7.83%) Senior Data Engineer
7 44 (6.50%) Azure Engineer
8 38 (5.61%) Data Analyst
9 35 (5.17%) Lead Data Engineer
10 34 (5.02%) Business Intelligence Developer
11 27 (3.99%) Databricks Engineer
12 21 (3.10%) Business Intelligence Analyst
13 20 (2.95%) Azure Data Engineer
13 20 (2.95%) Databricks Data Engineer
14 18 (2.66%) Consultant
15 17 (2.51%) Data Scientist
16 16 (2.36%) Senior Data Scientist
17 15 (2.22%) Systems Engineer
Libraries, Frameworks & Software Standards
1 51 (7.53%) PySpark
2 49 (7.24%) Kafka
3 41 (6.06%) Terraform
4 34 (5.02%) REST
5 22 (3.25%) scikit-learn
6 19 (2.81%) JSON
7 17 (2.51%) Pandas
7 17 (2.51%) TensorFlow
8 16 (2.36%) LangChain
8 16 (2.36%) pgvector
8 16 (2.36%) PyTorch
9 15 (2.22%) LlamaIndex
10 13 (1.92%) XML
11 11 (1.62%) .NET
12 10 (1.48%) React
13 9 (1.33%) ARM Templates
13 9 (1.33%) Node.js
14 7 (1.03%) NumPy
14 7 (1.03%) SOAP
15 6 (0.89%) FastAPI
Miscellaneous
1 66 (9.75%) Cloud Native
2 40 (5.91%) Product Ownership
3 26 (3.84%) Onboarding
4 22 (3.25%) Data Structures
4 22 (3.25%) Legacy Systems
5 19 (2.81%) Public Cloud
6 18 (2.66%) Analytical Mindset
6 18 (2.66%) Clustering
6 18 (2.66%) Distributed Computing
7 13 (1.92%) Enterprise Software
8 12 (1.77%) Data Protection Act
8 12 (1.77%) Management Information System
9 9 (1.33%) Replication
10 8 (1.18%) Self-Motivation
11 7 (1.03%) Greenfield Project
11 7 (1.03%) Reference Data
11 7 (1.03%) Reinsurance
12 6 (0.89%) Blog
12 6 (0.89%) Credit Risk
12 6 (0.89%) Enterprise Cloud
Operating Systems
1 14 (2.07%) Windows
2 7 (1.03%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 387 (57.16%) Analytics
2 344 (50.81%) Data Modelling
3 316 (46.68%) Business Intelligence
4 313 (46.23%) ETL
5 283 (41.80%) Data Engineering
6 244 (36.04%) Data Pipeline
7 229 (33.83%) AI
8 198 (29.25%) Data Governance
9 190 (28.06%) Decision-Making
10 154 (22.75%) CI/CD
11 148 (21.86%) Agile
12 146 (21.57%) Data Architecture
13 145 (21.42%) Problem-Solving
14 128 (18.91%) Lakehouse
15 125 (18.46%) Machine Learning
16 122 (18.02%) DevOps
17 116 (17.13%) Data Science
18 112 (16.54%) Data Integration
19 87 (12.85%) Mentoring
19 87 (12.85%) Stakeholder Engagement
Programming Languages
1 494 (72.97%) SQL
2 341 (50.37%) Python
3 55 (8.12%) Data Analysis Expressions
4 34 (5.02%) C#
5 28 (4.14%) JavaScript
5 28 (4.14%) R
6 25 (3.69%) Scala
7 22 (3.25%) Java
8 21 (3.10%) T-SQL
9 12 (1.77%) PowerShell
10 7 (1.03%) TypeScript
11 6 (0.89%) Julia
11 6 (0.89%) Kusto Query Language
12 5 (0.74%) Bash
13 4 (0.59%) Go
14 3 (0.44%) Bicep
15 2 (0.30%) Shell Script
15 2 (0.30%) VBScript
16 1 (0.15%) C++
16 1 (0.15%) PL/SQL
Qualifications
1 102 (15.07%) Degree
2 77 (11.37%) Security Cleared
3 52 (7.68%) SC Cleared
4 31 (4.58%) Computer Science Degree
5 27 (3.99%) Azure Certification
6 16 (2.36%) AWS Certification
7 15 (2.22%) BPSS Clearance
8 12 (1.77%) DBS Check
9 11 (1.62%) DV Cleared
10 10 (1.48%) Master's Degree
11 8 (1.18%) TOGAF Certification
12 6 (0.89%) Microsoft Certification
13 5 (0.74%) ISEB
13 5 (0.74%) ISTQB
13 5 (0.74%) Tableau Certification
14 4 (0.59%) ACCA
14 4 (0.59%) AWS Certified Solutions Architect
14 4 (0.59%) CIMA
14 4 (0.59%) OCP
14 4 (0.59%) Oracle Certification
Quality Assurance & Compliance
1 248 (36.63%) Data Quality
2 82 (12.11%) GDPR
3 23 (3.40%) California Consumer Privacy Act
4 20 (2.95%) QA
5 13 (1.92%) Accessibility
6 5 (0.74%) EU AI Act
7 4 (0.59%) Actionable Recommendations
7 4 (0.59%) NIST
8 3 (0.44%) IFRS
8 3 (0.44%) PMO
9 2 (0.30%) IFRS 17
9 2 (0.30%) Sarbanes-Oxley
9 2 (0.30%) 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 32 (4.73%) Docker
2 8 (1.18%) Active Directory
Systems Management
1 23 (3.40%) Kubernetes
2 6 (0.89%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.44%) Grafana
5 1 (0.15%) Control-M
Vendors
1 194 (28.66%) Microsoft
2 182 (26.88%) Databricks
3 34 (5.02%) Informatica
4 31 (4.58%) SAP
5 30 (4.43%) Google
6 29 (4.28%) Dell
7 25 (3.69%) Oracle
8 17 (2.51%) Talend
9 15 (2.22%) Cloudera
9 15 (2.22%) Teradata
10 13 (1.92%) Denodo
11 12 (1.77%) Salesforce
12 7 (1.03%) OpenAI
13 5 (0.74%) Netezza
13 5 (0.74%) Pega
14 4 (0.59%) Aderant
14 4 (0.59%) Intapp
14 4 (0.59%) Red Hat
14 4 (0.59%) Remedy
14 4 (0.59%) ServiceNow