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

6 months to
4 Sep 2026
Same period 2025 Same period 2024
Rank 263 205 141
Rank change year-on-year -58 -64 -22
Permanent jobs citing Data Warehouse 674 696 1,277
As % of all permanent jobs in England 0.69% 1.62% 1.83%
As % of the Database & Business Intelligence category 8.50% 10.87% 11.84%
Number of salaries quoted 499 416 738
10th Percentile £42,500 £41,875 £42,500
25th Percentile £51,250 £53,688 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £68,750
Median % change year-on-year -3.70% -1.82% +5.77%
75th Percentile £87,500 £83,750 £83,000
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 7,932 6,403 10,790
As % of all permanent jobs advertised in England 8.14% 14.91% 15.46%
Number of salaries quoted 5,547 4,179 6,963
10th Percentile £36,250 £33,750 £37,500
25th Percentile £45,750 £45,000 £46,990
Median annual salary (50th Percentile) £60,000 £61,182 £65,000
Median % change year-on-year -1.93% -5.87% -
75th Percentile £80,000 £81,250 £87,500
90th Percentile £96,250 £110,000 £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 4 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 4 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 -61 310 £85,000 +13.33% 516
North of England +14 154 £57,500 -4.17% 88
South East -88 66 £62,500 -3.85% 88
North West +6 64 £55,279 -7.87% 62
Yorkshire -10 64 £62,500 +6.38% 22
Midlands -65 58 £51,356 -20.99% 34
South West -56 44 £60,000 -14.29% 44
West Midlands -49 42 £55,000 -9.09% 20
East of England -17 33 £62,500 +25.00% 26
North East -42 26 £48,000 -16.52% 4
East Midlands -43 16 £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 61 (9.05%) Apache Spark
2 56 (8.31%) Apache Airflow
3 41 (6.08%) Apache
4 13 (1.93%) SharePoint
5 11 (1.63%) Confluence
6 8 (1.19%) 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 30 (4.45%) Microsoft Excel
2 2 (0.30%) Microsoft Office
2 2 (0.30%) Microsoft PowerPoint
2 2 (0.30%) Spreadsheet
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
Business Applications
1 8 (1.19%) Dynamics CRM
2 7 (1.04%) Carpe Diem
2 7 (1.04%) Elite 3E
3 5 (0.74%) Actimize
4 3 (0.45%) SAP ERP
4 3 (0.45%) SAP S/4HANA
5 2 (0.30%) FLEXCUBE
5 2 (0.30%) SAP Business One
5 2 (0.30%) Temenos T24
5 2 (0.30%) Workday HCM
6 1 (0.15%) Bloomberg TOMS
6 1 (0.15%) Finacle
6 1 (0.15%) Loan IQ
6 1 (0.15%) Misys Opics
6 1 (0.15%) NetSuite
6 1 (0.15%) Oracle ERP
6 1 (0.15%) Sage X3
6 1 (0.15%) SAP HCM
6 1 (0.15%) SAP MDG
6 1 (0.15%) SAP R/3
Cloud Services
1 354 (52.52%) Azure
2 240 (35.61%) Power Platform
3 203 (30.12%) AWS
4 118 (17.51%) Snowflake
5 114 (16.91%) Azure Data Factory
6 111 (16.47%) GCP
7 86 (12.76%) Azure Synapse Analytics
8 75 (11.13%) dbt
9 65 (9.64%) Azure DevOps
10 55 (8.16%) Amazon S3
11 45 (6.68%) Serverless
12 27 (4.01%) Azure Databricks
13 26 (3.86%) AWS Lambda
13 26 (3.86%) Azure Logic Apps
14 24 (3.56%) Microsoft Purview
15 23 (3.41%) SaaS
16 22 (3.26%) GitHub
17 20 (2.97%) Amazon EMR
17 20 (2.97%) PowerApps
18 18 (2.67%) 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
1 229 (33.98%) Power BI
2 173 (25.67%) Data Lake
3 100 (14.84%) SQL Server
4 89 (13.20%) Metadata
5 85 (12.61%) Amazon Redshift
6 71 (10.53%) Tableau
7 60 (8.90%) Azure SQL Database
8 59 (8.75%) BigQuery
9 57 (8.46%) Star Schema
10 46 (6.82%) SQL Server Integration Services
11 44 (6.53%) Big Data
12 43 (6.38%) SQL Server Reporting Services
13 40 (5.93%) Snowflake Schema
14 32 (4.75%) Looker
15 28 (4.15%) PostgreSQL
16 27 (4.01%) NoSQL
17 26 (3.86%) Power Query
18 24 (3.56%) Enterprise Data Warehouse
19 20 (2.97%) Relational Database
20 19 (2.82%) Azure SQL Data Warehouse
Development Applications
1 56 (8.31%) Git
2 27 (4.01%) JIRA
3 19 (2.82%) Jenkins
3 19 (2.82%) MLflow
4 9 (1.34%) Selenium
5 8 (1.19%) GitLab
5 8 (1.19%) Postman
6 5 (0.74%) Cucumber
6 5 (0.74%) JMeter
6 5 (0.74%) NUnit
6 5 (0.74%) SoapUI
6 5 (0.74%) Visual Studio
6 5 (0.74%) Zephyr
7 4 (0.59%) SQL Server Management Studio (SSMS)
8 3 (0.45%) Bitbucket
8 3 (0.45%) Cypress.io
8 3 (0.45%) JUnit
8 3 (0.45%) Snyk
8 3 (0.45%) SonarQube
8 3 (0.45%) Visual Studio Code
General
1 197 (29.23%) Social Skills
2 169 (25.07%) Finance
3 168 (24.93%) Analytical Skills
4 43 (6.38%) Banking
5 39 (5.79%) Public Sector
6 24 (3.56%) Law
6 24 (3.56%) Legal
6 24 (3.56%) Marketing
7 21 (3.12%) Retail
8 19 (2.82%) Inclusion and Diversity
9 18 (2.67%) Manufacturing
10 15 (2.23%) Influencing Skills
11 13 (1.93%) Advertising
12 12 (1.78%) Presentation Skills
13 11 (1.63%) Local Government
14 9 (1.34%) Aerospace
14 9 (1.34%) Military
15 8 (1.19%) Documentation Skills
15 8 (1.19%) Retail Banking
16 7 (1.04%) Fire and Rescue
Job Titles
1 247 (36.65%) Data Engineer
2 130 (19.29%) Senior
3 95 (14.09%) Lead
4 80 (11.87%) Architect
5 69 (10.24%) Data Architect
6 68 (10.09%) Analyst
7 67 (9.94%) Developer
8 52 (7.72%) Senior Data Engineer
9 43 (6.38%) Azure Engineer
10 39 (5.79%) Data Analyst
11 34 (5.04%) Business Intelligence Developer
11 34 (5.04%) Lead Data Engineer
12 27 (4.01%) Databricks Engineer
13 21 (3.12%) Business Intelligence Analyst
14 20 (2.97%) Azure Data Engineer
14 20 (2.97%) Databricks Data Engineer
15 18 (2.67%) Consultant
16 17 (2.52%) Data Manager
16 17 (2.52%) Data Scientist
17 16 (2.37%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 51 (7.57%) PySpark
2 50 (7.42%) Kafka
3 42 (6.23%) Terraform
4 33 (4.90%) REST
5 22 (3.26%) scikit-learn
6 19 (2.82%) JSON
7 18 (2.67%) Pandas
8 17 (2.52%) TensorFlow
9 16 (2.37%) LangChain
9 16 (2.37%) pgvector
9 16 (2.37%) PyTorch
10 15 (2.23%) LlamaIndex
11 13 (1.93%) XML
12 11 (1.63%) .NET
13 10 (1.48%) React
14 9 (1.34%) ARM Templates
14 9 (1.34%) Node.js
15 8 (1.19%) NumPy
16 7 (1.04%) SOAP
17 6 (0.89%) FastAPI
Miscellaneous
1 67 (9.94%) Cloud Native
2 38 (5.64%) Product Ownership
3 26 (3.86%) Onboarding
4 22 (3.26%) Data Structures
4 22 (3.26%) Legacy Systems
5 19 (2.82%) Distributed Computing
5 19 (2.82%) Public Cloud
6 18 (2.67%) Analytical Mindset
6 18 (2.67%) Clustering
7 14 (2.08%) Management Information System
8 13 (1.93%) Enterprise Software
9 12 (1.78%) Data Protection Act
10 11 (1.63%) Replication
11 8 (1.19%) Self-Motivation
12 7 (1.04%) Greenfield Project
12 7 (1.04%) Reference Data
12 7 (1.04%) Reinsurance
13 6 (0.89%) Blog
13 6 (0.89%) Credit Risk
13 6 (0.89%) Enterprise Cloud
Operating Systems
1 14 (2.08%) Windows
2 7 (1.04%) Linux
3 5 (0.74%) Windows Server
4 4 (0.59%) Windows Server 2016
5 2 (0.30%) Unix
Processes & Methodologies
1 388 (57.57%) Analytics
2 344 (51.04%) Data Modelling
3 315 (46.74%) ETL
4 312 (46.29%) Business Intelligence
5 281 (41.69%) Data Engineering
6 241 (35.76%) Data Pipeline
7 229 (33.98%) AI
8 198 (29.38%) Data Governance
9 186 (27.60%) Decision-Making
10 153 (22.70%) CI/CD
11 145 (21.51%) Agile
12 144 (21.36%) Data Architecture
12 144 (21.36%) Problem-Solving
13 128 (18.99%) Lakehouse
14 126 (18.69%) Machine Learning
15 120 (17.80%) DevOps
16 116 (17.21%) Data Science
17 109 (16.17%) Data Integration
18 88 (13.06%) Mentoring
19 87 (12.91%) Use Case
Programming Languages
1 490 (72.70%) SQL
2 339 (50.30%) Python
3 52 (7.72%) Data Analysis Expressions
4 33 (4.90%) C#
5 27 (4.01%) R
6 25 (3.71%) JavaScript
7 24 (3.56%) Scala
8 22 (3.26%) Java
9 21 (3.12%) T-SQL
10 12 (1.78%) PowerShell
11 7 (1.04%) TypeScript
12 6 (0.89%) Julia
12 6 (0.89%) Kusto Query Language
13 5 (0.74%) Bash
14 4 (0.59%) Go
15 3 (0.45%) Bicep
16 2 (0.30%) Shell Script
16 2 (0.30%) VBScript
17 1 (0.15%) C++
17 1 (0.15%) PL/SQL
Qualifications
1 100 (14.84%) Degree
2 73 (10.83%) Security Cleared
3 48 (7.12%) SC Cleared
4 32 (4.75%) Computer Science Degree
5 27 (4.01%) Azure Certification
6 17 (2.52%) BPSS Clearance
7 16 (2.37%) AWS Certification
8 12 (1.78%) DBS Check
9 11 (1.63%) DV Cleared
10 10 (1.48%) Master's Degree
11 9 (1.34%) TOGAF Certification
12 7 (1.04%) 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
1 252 (37.39%) Data Quality
2 81 (12.02%) GDPR
3 23 (3.41%) California Consumer Privacy Act
4 20 (2.97%) QA
5 13 (1.93%) Accessibility
6 5 (0.74%) EU AI Act
7 4 (0.59%) Actionable Recommendations
7 4 (0.59%) NIST
8 3 (0.45%) IFRS
8 3 (0.45%) 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 33 (4.90%) Docker
2 8 (1.19%) Active Directory
Systems Management
1 24 (3.56%) Kubernetes
2 7 (1.04%) Ansible
3 4 (0.59%) Prometheus
4 3 (0.45%) Grafana
5 1 (0.15%) Control-M
Vendors
1 194 (28.78%) Microsoft
2 185 (27.45%) Databricks
3 34 (5.04%) Informatica
4 32 (4.75%) Google
5 29 (4.30%) Dell
6 28 (4.15%) SAP
7 25 (3.71%) Oracle
8 17 (2.52%) Talend
9 15 (2.23%) Cloudera
9 15 (2.23%) Teradata
10 13 (1.93%) Denodo
11 12 (1.78%) Salesforce
12 8 (1.19%) OpenAI
13 5 (0.74%) Netezza
13 5 (0.74%) Pega
14 4 (0.59%) Intapp
14 4 (0.59%) Red Hat
14 4 (0.59%) Remedy
14 4 (0.59%) ServiceNow
14 4 (0.59%) Workday