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 8 June 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Jun 2026
Same period 2025 Same period 2024
Rank 285 193 150
Rank change year-on-year -92 -43 -14
Permanent jobs citing Data Warehouse 534 742 1,686
As % of all permanent jobs in England 0.65% 1.88% 1.84%
As % of the Database & Business Intelligence category 7.47% 11.36% 11.14%
Number of salaries quoted 381 426 1,246
10th Percentile £45,000 £41,875 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £62,500
Median % change year-on-year +7.69% +4.00% -7.41%
75th Percentile £87,500 £82,500 £80,000
90th Percentile £100,000 £98,750 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -7.41%

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 7,148 6,529 15,133
As % of all permanent jobs advertised in England 8.66% 16.54% 16.47%
Number of salaries quoted 4,669 4,355 11,493
10th Percentile £36,250 £36,250 £35,000
25th Percentile £45,000 £47,000 £42,750
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £83,750 £77,500
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

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 8 June 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 8 June 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 -55 255 £82,500 +10.00% 95
North of England -29 103 £62,500 +8.70% 60
South East -94 60 £73,025 +4.32% 39
Yorkshire -29 52 £62,500 +6.38% 16
Midlands -74 42 £60,715 +7.94% 30
North West -11 39 £65,000 +18.18% 35
East of England -20 38 £70,000 +33.33% 14
West Midlands -65 29 £62,000 +10.22% 23
South West -91 26 £65,000 -7.14% 8
East Midlands -40 13 £42,500 -20.93% 7
North East -31 12 £48,000 -23.20% 10
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 (13.11%) Apache Airflow
2 61 (11.42%) Apache Spark
3 31 (5.81%) Apache
4 9 (1.69%) SharePoint
5 6 (1.12%) Oracle Application Server
6 5 (0.94%) Confluence
7 4 (0.75%) SAS
8 3 (0.56%) Apache Superset
9 2 (0.37%) Luigi
9 2 (0.37%) Palantir Foundry
10 1 (0.19%) CMS
10 1 (0.19%) GeoServer
10 1 (0.19%) WordPress
Applications
1 23 (4.31%) Microsoft Excel
2 11 (2.06%) Microsoft Office
3 3 (0.56%) Microsoft PowerPoint
4 2 (0.37%) Spreadsheet
5 1 (0.19%) Chatbot
Business Applications
1 4 (0.75%) Dynamics CRM
2 3 (0.56%) Aladdin
2 3 (0.56%) FLEXCUBE
2 3 (0.56%) Markit EDM
2 3 (0.56%) Misys Opics
2 3 (0.56%) Oracle ERP
2 3 (0.56%) SAP S/4HANA
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) Unit4 Business World
4 1 (0.19%) Loan IQ
4 1 (0.19%) Oracle Financials
4 1 (0.19%) Sage X3
4 1 (0.19%) SAP MDG
4 1 (0.19%) Sparx Enterprise Architect
4 1 (0.19%) Temenos T24
Cloud Services
1 275 (51.50%) Azure
2 187 (35.02%) Power Platform
3 157 (29.40%) AWS
4 132 (24.72%) Snowflake
5 93 (17.42%) Azure Data Factory
5 93 (17.42%) GCP
6 84 (15.73%) dbt
7 83 (15.54%) Azure Synapse Analytics
8 36 (6.74%) Serverless
9 34 (6.37%) Azure DevOps
10 27 (5.06%) Amazon S3
11 25 (4.68%) Power Automate
12 21 (3.93%) AWS Lambda
13 20 (3.75%) PowerApps
13 20 (3.75%) SaaS
14 12 (2.25%) Matillion
14 12 (2.25%) Microsoft Purview
15 11 (2.06%) Amazon Kinesis
16 10 (1.87%) Azure Logic Apps
16 10 (1.87%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.19%) Broadband
Database & Business Intelligence
1 176 (32.96%) Power BI
2 138 (25.84%) Data Lake
3 72 (13.48%) Amazon Redshift
4 67 (12.55%) Tableau
5 61 (11.42%) BigQuery
6 57 (10.67%) SQL Server
7 42 (7.87%) Snowflake Schema
8 39 (7.30%) Metadata
9 36 (6.74%) Star Schema
10 33 (6.18%) SQL Server Integration Services
11 32 (5.99%) Looker
12 27 (5.06%) SQL Server Reporting Services
13 26 (4.87%) Azure SQL Database
14 23 (4.31%) Big Data
14 23 (4.31%) Elasticsearch
15 22 (4.12%) Azure SQL Data Warehouse
15 22 (4.12%) Relational Database
16 20 (3.75%) PostgreSQL
17 17 (3.18%) NoSQL
18 16 (3.00%) Delta Lake
Development Applications
1 32 (5.99%) MLflow
2 31 (5.81%) Git
3 15 (2.81%) JIRA
4 14 (2.62%) Visual Studio
5 7 (1.31%) Jenkins
6 6 (1.12%) SQL Server Management Studio (SSMS)
7 3 (0.56%) GitLab
8 2 (0.37%) DBeaver
8 2 (0.37%) ERwin
8 2 (0.37%) PowerDesigner
9 1 (0.19%) ER Studio
9 1 (0.19%) Oracle APEX
9 1 (0.19%) Team Foundation Server
9 1 (0.19%) TestDirector
9 1 (0.19%) Zephyr
General
1 148 (27.72%) Finance
2 144 (26.97%) Social Skills
3 142 (26.59%) Analytical Skills
4 22 (4.12%) Inclusion and Diversity
5 21 (3.93%) Public Sector
6 18 (3.37%) Banking
7 14 (2.62%) Retail
8 11 (2.06%) Advertising
8 11 (2.06%) Marketing
9 10 (1.87%) Documentation Skills
9 10 (1.87%) Influencing Skills
9 10 (1.87%) Manufacturing
10 9 (1.69%) Law
11 7 (1.31%) Billing
12 6 (1.12%) Local Government
13 5 (0.94%) Legal
13 5 (0.94%) Organisational Skills
14 4 (0.75%) Presentation Skills
15 3 (0.56%) Automotive
15 3 (0.56%) Retail Banking
Job Titles
1 194 (36.33%) Data Engineer
2 98 (18.35%) Senior
3 70 (13.11%) Lead
4 67 (12.55%) Architect
5 52 (9.74%) Data Architect
6 44 (8.24%) Analyst
6 44 (8.24%) Developer
7 43 (8.05%) Senior Data Engineer
8 29 (5.43%) Azure Engineer
8 29 (5.43%) Data Analyst
8 29 (5.43%) Lead Data Engineer
9 24 (4.49%) Data Management Specialist
9 24 (4.49%) Product Specialist
10 23 (4.31%) Senior Systems Engineer
10 23 (4.31%) Systems Engineer
11 22 (4.12%) Azure Architect
11 22 (4.12%) Business Intelligence Developer
12 19 (3.56%) Azure Data Engineer
13 18 (3.37%) Azure Data Architect
13 18 (3.37%) Data Manager
Libraries, Frameworks & Software Standards
1 61 (11.42%) Kafka
2 52 (9.74%) PySpark
3 28 (5.24%) LangChain
3 28 (5.24%) PyTorch
3 28 (5.24%) scikit-learn
3 28 (5.24%) TensorFlow
4 23 (4.31%) LlamaIndex
4 23 (4.31%) pgvector
5 16 (3.00%) Pandas
6 15 (2.81%) REST
7 9 (1.69%) ARM Templates
8 7 (1.31%) EDI
8 7 (1.31%) JSON
8 7 (1.31%) Middleware
9 6 (1.12%) CSS
10 4 (0.75%) .NET
10 4 (0.75%) NumPy
10 4 (0.75%) React
10 4 (0.75%) XGBoost
11 3 (0.56%) YAML
Miscellaneous
1 51 (9.55%) Cloud Native
2 25 (4.68%) Analytical Mindset
2 25 (4.68%) Clustering
3 24 (4.49%) Public Cloud
4 23 (4.31%) Data Structures
5 17 (3.18%) Management Information System
6 15 (2.81%) Legacy Systems
7 12 (2.25%) Low-Code
7 12 (2.25%) Replication
8 11 (2.06%) Onboarding
8 11 (2.06%) Product Ownership
9 10 (1.87%) Greenfield Project
10 7 (1.31%) Distributed Computing
11 6 (1.12%) Data Protection Act
11 6 (1.12%) Reference Data
11 6 (1.12%) Sports Betting
12 5 (0.94%) Enterprise Software
12 5 (0.94%) Online Gambling
13 4 (0.75%) Hybrid Cloud
13 4 (0.75%) Reinsurance
Operating Systems
1 3 (0.56%) Linux
2 1 (0.19%) Unix
2 1 (0.19%) Windows
Processes & Methodologies
1 293 (54.87%) Analytics
2 277 (51.87%) Data Modelling
3 273 (51.12%) ETL
4 260 (48.69%) Business Intelligence
5 248 (46.44%) Data Engineering
6 195 (36.52%) Data Pipeline
7 175 (32.77%) Data Governance
8 152 (28.46%) AI
9 138 (25.84%) Decision-Making
10 125 (23.41%) Problem-Solving
11 115 (21.54%) Data Science
12 107 (20.04%) CI/CD
13 105 (19.66%) Use Case
14 95 (17.79%) Data Management
15 90 (16.85%) Machine Learning
16 86 (16.10%) Agile
17 83 (15.54%) Data Architecture
18 80 (14.98%) Performance Tuning
19 75 (14.04%) Data Integration
20 72 (13.48%) Data Transformation
Programming Languages
1 388 (72.66%) SQL
2 285 (53.37%) Python
3 27 (5.06%) R
4 21 (3.93%) Data Analysis Expressions
4 21 (3.93%) Scala
5 16 (3.00%) Java
6 10 (1.87%) T-SQL
7 9 (1.69%) JavaScript
7 9 (1.69%) PowerShell
8 6 (1.12%) Julia
9 5 (0.94%) Bicep
9 5 (0.94%) C#
9 5 (0.94%) PL/SQL
10 3 (0.56%) ANSI SQL
11 2 (0.37%) Kusto Query Language
12 1 (0.19%) Bash
12 1 (0.19%) Go
12 1 (0.19%) PHP
12 1 (0.19%) TypeScript
12 1 (0.19%) VBA
Qualifications
1 91 (17.04%) Degree
2 32 (5.99%) Security Cleared
3 30 (5.62%) Computer Science Degree
4 24 (4.49%) SC Cleared
5 21 (3.93%) Azure Certification
6 14 (2.62%) Microsoft Certification
7 12 (2.25%) DBS Check
8 11 (2.06%) Master's Degree
9 7 (1.31%) BPSS Clearance
9 7 (1.31%) CITP
10 5 (0.94%) AWS Certification
11 4 (0.75%) AWS Certified Solutions Architect
11 4 (0.75%) DV Cleared
11 4 (0.75%) Tableau Certification
12 3 (0.56%) ICAEW
12 3 (0.56%) TOGAF Certification
13 2 (0.37%) ACCA
13 2 (0.37%) CIMA
13 2 (0.37%) HND
14 1 (0.19%) CCA
Quality Assurance & Compliance
1 171 (32.02%) Data Quality
2 58 (10.86%) GDPR
3 24 (4.49%) California Consumer Privacy Act
4 10 (1.87%) Accessibility
5 9 (1.69%) ISO/IEC 27001
6 7 (1.31%) NIST
6 7 (1.31%) QA
6 7 (1.31%) Sarbanes-Oxley
7 5 (0.94%) GRC
7 5 (0.94%) HIPAA
7 5 (0.94%) IFRS
7 5 (0.94%) Solvency II
8 4 (0.75%) IFRS 17
9 3 (0.56%) SLA
10 1 (0.19%) Actionable Recommendations
10 1 (0.19%) ISO 22301
10 1 (0.19%) MiFID
10 1 (0.19%) NCSC
10 1 (0.19%) Software Quality Assurance
System Software
1 22 (4.12%) Docker
2 1 (0.19%) Active Directory
Systems Management
1 35 (6.55%) Terraform
2 20 (3.75%) Kubernetes
3 3 (0.56%) Ansible
3 3 (0.56%) Control-M
4 1 (0.19%) Single Sign-On
Vendors
1 182 (34.08%) Databricks
2 107 (20.04%) Microsoft
3 50 (9.36%) Informatica
4 47 (8.80%) Dell
5 25 (4.68%) Teradata
6 24 (4.49%) Denodo
7 23 (4.31%) Cloudera
7 23 (4.31%) Oracle
8 20 (3.75%) Google
9 16 (3.00%) SAP
10 14 (2.62%) Talend
11 13 (2.43%) Salesforce
12 9 (1.69%) OpenAI
13 7 (1.31%) Netezza
13 7 (1.31%) Planon
14 6 (1.12%) Foundry
15 5 (0.94%) MuleSoft
15 5 (0.94%) ServiceNow
16 4 (0.75%) CrowdStrike
16 4 (0.75%) Palo Alto