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

6 months to
18 Jul 2026
Same period 2025 Same period 2024
Rank 282 185 170
Rank change year-on-year -97 -15 -44
Permanent jobs citing Data Warehouse 618 775 1,389
As % of all permanent jobs in England 0.70% 1.79% 1.63%
As % of the Database & Business Intelligence category 7.88% 11.43% 10.17%
Number of salaries quoted 449 430 966
10th Percentile £42,500 £41,250 £42,238
25th Percentile £51,250 £52,500 £50,000
Median annual salary (50th Percentile) £65,000 £67,500 £65,400
Median % change year-on-year -3.70% +3.21% -2.49%
75th Percentile £87,500 £82,500 £82,500
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £67,500 £65,000
% 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 7,843 6,779 13,660
As % of all permanent jobs advertised in England 8.91% 15.68% 15.99%
Number of salaries quoted 5,373 4,502 10,083
10th Percentile £36,250 £35,250 £36,250
25th Percentile £45,064 £46,250 £43,750
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 £81,250
90th Percentile £95,000 £110,000 £110,000
UK median annual salary £60,000 £60,875 £59,000
% change year-on-year -1.44% +3.18% -5.60%

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 18 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 18 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 -44 307 £82,500 +10.00% 98
North of England -15 131 £57,500 -4.17% 45
Yorkshire -14 64 £62,500 +4.17% 17
South East -99 59 £70,000 +7.69% 39
North West +6 51 £57,500 - 20
Midlands -73 44 £51,356 -14.41% 22
East of England -4 34 £65,000 +30.00% 7
South West -86 32 £55,000 -26.67% 10
West Midlands -53 30 £55,000 -4.35% 14
North East -41 16 £48,000 +1.05% 8
East Midlands -25 14 £38,600 -40.62% 8
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 (11.00%) Apache Airflow
2 62 (10.03%) Apache Spark
3 36 (5.83%) Apache
4 12 (1.94%) SharePoint
5 11 (1.78%) SAS
6 8 (1.29%) Confluence
7 4 (0.65%) Oracle Application Server
8 2 (0.32%) 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 29 (4.69%) Microsoft Excel
2 7 (1.13%) Microsoft Office
3 2 (0.32%) Microsoft PowerPoint
4 1 (0.16%) Chatbot
4 1 (0.16%) Spreadsheet
Business Applications
1 5 (0.81%) Dynamics CRM
2 4 (0.65%) Carpe Diem
2 4 (0.65%) Elite 3E
3 3 (0.49%) FLEXCUBE
3 3 (0.49%) Misys Opics
3 3 (0.49%) Oracle ERP
3 3 (0.49%) SAP S/4HANA
4 2 (0.32%) IBM Planning Analytics
4 2 (0.32%) Markit EDM
4 2 (0.32%) SAP Business One
4 2 (0.32%) Unit4 Business World
5 1 (0.16%) Aladdin
5 1 (0.16%) Bloomberg TOMS
5 1 (0.16%) Loan IQ
5 1 (0.16%) NetSuite
5 1 (0.16%) Oracle Financials
5 1 (0.16%) Sage X3
5 1 (0.16%) SAP HCM
5 1 (0.16%) SAP MDG
5 1 (0.16%) Temenos T24
Cloud Services
1 311 (50.32%) Azure
2 214 (34.63%) Power Platform
3 186 (30.10%) AWS
4 140 (22.65%) Snowflake
5 102 (16.50%) GCP
6 98 (15.86%) Azure Data Factory
7 88 (14.24%) Azure Synapse Analytics
8 85 (13.75%) dbt
9 45 (7.28%) Amazon S3
10 41 (6.63%) Azure DevOps
11 33 (5.34%) Serverless
12 27 (4.37%) Power Automate
13 24 (3.88%) PowerApps
14 22 (3.56%) SaaS
15 21 (3.40%) Azure Logic Apps
16 19 (3.07%) Microsoft Purview
17 18 (2.91%) Amazon EMR
18 17 (2.75%) AWS Lambda
18 17 (2.75%) Cloud Computing
19 13 (2.10%) GitHub
Communications & Networking
1 4 (0.65%) Kerberos
1 4 (0.65%) NAS
2 2 (0.32%) 4G
2 2 (0.32%) 5G
3 1 (0.16%) Broadband
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 205 (33.17%) Power BI
2 167 (27.02%) Data Lake
3 86 (13.92%) Amazon Redshift
4 78 (12.62%) SQL Server
5 69 (11.17%) Tableau
6 61 (9.87%) BigQuery
7 58 (9.39%) Metadata
8 46 (7.44%) Star Schema
9 44 (7.12%) Snowflake Schema
10 43 (6.96%) Big Data
11 39 (6.31%) SQL Server Integration Services
12 38 (6.15%) Azure SQL Database
13 36 (5.83%) SQL Server Reporting Services
14 33 (5.34%) Looker
15 26 (4.21%) PostgreSQL
16 24 (3.88%) Azure SQL Data Warehouse
17 23 (3.72%) Elasticsearch
18 19 (3.07%) Power Query
18 19 (3.07%) Relational Database
19 18 (2.91%) Data Vault
Development Applications
1 34 (5.50%) Git
2 28 (4.53%) MLflow
3 24 (3.88%) JIRA
4 13 (2.10%) Visual Studio
5 7 (1.13%) Jenkins
6 5 (0.81%) SQL Server Management Studio (SSMS)
7 3 (0.49%) Selenium
8 2 (0.32%) Cucumber
8 2 (0.32%) GitLab
8 2 (0.32%) JMeter
8 2 (0.32%) Postman
8 2 (0.32%) SoapUI
8 2 (0.32%) Zephyr
9 1 (0.16%) ERwin
9 1 (0.16%) Oracle APEX
9 1 (0.16%) PowerDesigner
9 1 (0.16%) TestDirector
General
1 171 (27.67%) Analytical Skills
2 163 (26.38%) Finance
3 155 (25.08%) Social Skills
4 30 (4.85%) Public Sector
5 29 (4.69%) Banking
6 16 (2.59%) Manufacturing
7 15 (2.43%) Law
7 15 (2.43%) Retail
8 14 (2.27%) Influencing Skills
8 14 (2.27%) Legal
8 14 (2.27%) Marketing
9 13 (2.10%) Advertising
10 12 (1.94%) Inclusion and Diversity
11 8 (1.29%) Documentation Skills
11 8 (1.29%) Local Government
11 8 (1.29%) Presentation Skills
12 7 (1.13%) Billing
12 7 (1.13%) Financial Institution
12 7 (1.13%) Retail Banking
13 5 (0.81%) Organisational Skills
Job Titles
1 220 (35.60%) Data Engineer
2 114 (18.45%) Senior
3 86 (13.92%) Lead
4 79 (12.78%) Architect
5 63 (10.19%) Data Architect
6 61 (9.87%) Analyst
7 57 (9.22%) Developer
8 42 (6.80%) Senior Data Engineer
9 33 (5.34%) Lead Data Engineer
10 32 (5.18%) Azure Engineer
10 32 (5.18%) Data Analyst
11 25 (4.05%) Business Intelligence Developer
12 24 (3.88%) Data Management Specialist
12 24 (3.88%) Product Specialist
13 23 (3.72%) Senior Systems Engineer
13 23 (3.72%) Systems Engineer
14 18 (2.91%) Azure Data Engineer
15 17 (2.75%) Business Intelligence Analyst
15 17 (2.75%) Consultant
16 16 (2.59%) Azure Architect
Libraries, Frameworks & Software Standards
1 60 (9.71%) Kafka
2 44 (7.12%) PySpark
3 29 (4.69%) scikit-learn
4 25 (4.05%) TensorFlow
5 24 (3.88%) LangChain
5 24 (3.88%) PyTorch
6 23 (3.72%) LlamaIndex
6 23 (3.72%) pgvector
7 21 (3.40%) REST
8 17 (2.75%) Pandas
9 11 (1.78%) JSON
10 9 (1.46%) ARM Templates
11 8 (1.29%) NumPy
12 7 (1.13%) Middleware
13 6 (0.97%) XML
14 5 (0.81%) .NET
14 5 (0.81%) Node.js
15 4 (0.65%) EDI
15 4 (0.65%) SOAP
15 4 (0.65%) XGBoost
Miscellaneous
1 64 (10.36%) Cloud Native
2 29 (4.69%) Analytical Mindset
3 28 (4.53%) Data Structures
4 26 (4.21%) Clustering
5 25 (4.05%) Onboarding
5 25 (4.05%) Public Cloud
6 21 (3.40%) Product Ownership
7 20 (3.24%) Distributed Computing
8 15 (2.43%) Management Information System
9 13 (2.10%) Legacy Systems
10 12 (1.94%) Replication
11 11 (1.78%) Greenfield Project
11 11 (1.78%) Low-Code
12 10 (1.62%) Data Protection Act
13 6 (0.97%) Data Centre
13 6 (0.97%) Enterprise Cloud
13 6 (0.97%) Hybrid Cloud
13 6 (0.97%) Reference Data
13 6 (0.97%) Reinsurance
14 5 (0.81%) Driving Licence
Operating Systems
1 8 (1.29%) Linux
2 7 (1.13%) Windows
3 5 (0.81%) Windows Server
4 4 (0.65%) Windows Server 2016
5 2 (0.32%) Unix
Processes & Methodologies
1 376 (60.84%) Analytics
2 321 (51.94%) Data Modelling
3 293 (47.41%) Business Intelligence
4 292 (47.25%) ETL
5 258 (41.75%) Data Engineering
6 224 (36.25%) Data Pipeline
7 214 (34.63%) AI
8 195 (31.55%) Data Governance
9 173 (27.99%) Decision-Making
10 141 (22.82%) Problem-Solving
11 117 (18.93%) CI/CD
12 115 (18.61%) Data Science
13 114 (18.45%) Machine Learning
14 106 (17.15%) Use Case
15 103 (16.67%) Agile
16 98 (15.86%) Data Architecture
16 98 (15.86%) Data Management
17 90 (14.56%) Performance Tuning
18 87 (14.08%) DevOps
19 86 (13.92%) Mentoring
Programming Languages
1 429 (69.42%) SQL
2 299 (48.38%) Python
3 32 (5.18%) Data Analysis Expressions
4 24 (3.88%) R
5 21 (3.40%) Scala
6 19 (3.07%) Java
7 16 (2.59%) C#
8 14 (2.27%) T-SQL
9 13 (2.10%) PowerShell
10 11 (1.78%) JavaScript
11 6 (0.97%) Bash
11 6 (0.97%) Julia
11 6 (0.97%) Kusto Query Language
12 5 (0.81%) Bicep
13 4 (0.65%) PL/SQL
13 4 (0.65%) TypeScript
14 2 (0.32%) Shell Script
14 2 (0.32%) VBScript
15 1 (0.16%) Go
Qualifications
1 99 (16.02%) Degree
2 57 (9.22%) Security Cleared
3 33 (5.34%) SC Cleared
4 31 (5.02%) Computer Science Degree
5 22 (3.56%) Azure Certification
6 14 (2.27%) AWS Certification
6 14 (2.27%) DBS Check
7 12 (1.94%) BPSS Clearance
8 9 (1.46%) Master's Degree
9 8 (1.29%) Microsoft Certification
9 8 (1.29%) TOGAF Certification
10 6 (0.97%) DV Cleared
11 5 (0.81%) Tableau Certification
12 4 (0.65%) AWS Certified Solutions Architect
13 3 (0.49%) ICAEW
14 2 (0.32%) ACCA
14 2 (0.32%) CIMA
14 2 (0.32%) HND
14 2 (0.32%) ISEB
14 2 (0.32%) ISTQB
Quality Assurance & Compliance
1 208 (33.66%) Data Quality
2 76 (12.30%) GDPR
3 23 (3.72%) California Consumer Privacy Act
4 12 (1.94%) QA
5 11 (1.78%) Accessibility
6 5 (0.81%) GRC
7 4 (0.65%) EU AI Act
7 4 (0.65%) IFRS
7 4 (0.65%) Sarbanes-Oxley
7 4 (0.65%) Solvency II
8 3 (0.49%) IFRS 17
8 3 (0.49%) ISO/IEC 27001
8 3 (0.49%) NIST
8 3 (0.49%) PMO
8 3 (0.49%) SLA
9 2 (0.32%) HIPAA
10 1 (0.16%) Actionable Recommendations
10 1 (0.16%) ISO 20022
10 1 (0.16%) MiFID
10 1 (0.16%) PERC
System Software
1 21 (3.40%) Docker
2 6 (0.97%) Active Directory
Systems Management
1 40 (6.47%) Terraform
2 16 (2.59%) Kubernetes
3 8 (1.29%) Ansible
4 3 (0.49%) Control-M
5 1 (0.16%) Prometheus
5 1 (0.16%) Single Sign-On
Vendors
1 191 (30.91%) Databricks
2 150 (24.27%) Microsoft
3 47 (7.61%) Dell
4 45 (7.28%) Informatica
5 29 (4.69%) Google
6 27 (4.37%) Oracle
7 26 (4.21%) Teradata
8 24 (3.88%) Denodo
9 23 (3.72%) Cloudera
10 21 (3.40%) SAP
11 13 (2.10%) Talend
12 9 (1.46%) Salesforce
13 7 (1.13%) OpenAI
14 5 (0.81%) Netezza
15 4 (0.65%) Intapp
15 4 (0.65%) Remedy
15 4 (0.65%) ServiceNow
16 3 (0.49%) Foundry
16 3 (0.49%) Guidewire
16 3 (0.49%) Splunk