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

6 months to
14 Jun 2026
Same period 2025 Same period 2024
Rank 280 184 150
Rank change year-on-year -96 -34 -13
Permanent jobs citing Data Warehouse 544 750 1,697
As % of all permanent jobs in England 0.66% 1.90% 1.80%
As % of the Database & Business Intelligence category 7.50% 11.34% 11.10%
Number of salaries quoted 393 435 1,244
10th Percentile £44,172 £41,250 £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 £99,000 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -6.42%

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 7,253 6,614 15,290
As % of all permanent jobs advertised in England 8.77% 16.75% 16.23%
Number of salaries quoted 4,826 4,403 11,550
10th Percentile £36,250 £35,800 £35,000
25th Percentile £45,000 £46,750 £43,000
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 £78,138
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 14 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 14 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 -53 258 £82,500 +10.00% 110
North of England -25 110 £60,000 +4.35% 48
South East -92 58 £73,025 +12.35% 46
Yorkshire -32 55 £62,500 +4.17% 12
North West -18 43 £59,999 +9.09% 30
Midlands -60 43 £60,000 +9.09% 38
East of England -13 38 £70,000 +33.33% 14
West Midlands -52 30 £62,000 +12.73% 28
South West -89 26 £64,500 -7.86% 15
East Midlands -32 13 £42,500 -26.09% 10
North East -35 12 £48,000 +1.05% 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 69 (12.68%) Apache Airflow
2 61 (11.21%) Apache Spark
3 32 (5.88%) Apache
4 9 (1.65%) SharePoint
5 6 (1.10%) Confluence
5 6 (1.10%) Oracle Application Server
5 6 (1.10%) SAS
6 2 (0.37%) Apache Superset
6 2 (0.37%) Luigi
6 2 (0.37%) Palantir Foundry
7 1 (0.18%) CMS
7 1 (0.18%) GeoServer
7 1 (0.18%) WordPress
Applications
1 21 (3.86%) Microsoft Excel
2 11 (2.02%) Microsoft Office
3 3 (0.55%) Microsoft PowerPoint
4 2 (0.37%) Spreadsheet
5 1 (0.18%) Chatbot
Business Applications
1 5 (0.92%) Dynamics CRM
2 3 (0.55%) Aladdin
2 3 (0.55%) FLEXCUBE
2 3 (0.55%) Misys Opics
2 3 (0.55%) Oracle ERP
2 3 (0.55%) SAP S/4HANA
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) Markit EDM
3 2 (0.37%) Unit4 Business World
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) Sage X3
4 1 (0.18%) SAP Business One
4 1 (0.18%) SAP MDG
4 1 (0.18%) Sparx Enterprise Architect
4 1 (0.18%) Temenos T24
Cloud Services
1 279 (51.29%) Azure
2 190 (34.93%) Power Platform
3 162 (29.78%) AWS
4 136 (25.00%) Snowflake
5 94 (17.28%) GCP
6 90 (16.54%) Azure Data Factory
7 84 (15.44%) dbt
8 83 (15.26%) Azure Synapse Analytics
9 36 (6.62%) Serverless
10 35 (6.43%) Azure DevOps
11 30 (5.51%) Amazon S3
12 25 (4.60%) Power Automate
13 22 (4.04%) AWS Lambda
14 21 (3.86%) PowerApps
15 20 (3.68%) SaaS
16 15 (2.76%) Microsoft Purview
17 12 (2.21%) Matillion
18 11 (2.02%) Amazon Kinesis
18 11 (2.02%) Azure Logic Apps
19 9 (1.65%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.18%) Broadband
2 1 (0.18%) Kerberos
2 1 (0.18%) NAS
Database & Business Intelligence
1 179 (32.90%) Power BI
2 138 (25.37%) Data Lake
3 72 (13.24%) Amazon Redshift
4 65 (11.95%) Tableau
5 59 (10.85%) BigQuery
5 59 (10.85%) SQL Server
6 44 (8.09%) Snowflake Schema
7 40 (7.35%) Metadata
8 38 (6.99%) Star Schema
9 34 (6.25%) SQL Server Integration Services
10 32 (5.88%) Looker
11 28 (5.15%) SQL Server Reporting Services
12 27 (4.96%) Azure SQL Database
13 23 (4.23%) Big Data
13 23 (4.23%) Elasticsearch
14 22 (4.04%) PostgreSQL
14 22 (4.04%) Relational Database
15 21 (3.86%) Azure SQL Data Warehouse
16 18 (3.31%) NoSQL
17 16 (2.94%) Delta Lake
Development Applications
1 31 (5.70%) MLflow
2 29 (5.33%) Git
3 17 (3.13%) JIRA
4 14 (2.57%) Visual Studio
5 6 (1.10%) Jenkins
5 6 (1.10%) SQL Server Management Studio (SSMS)
6 2 (0.37%) DBeaver
6 2 (0.37%) ERwin
6 2 (0.37%) GitLab
6 2 (0.37%) PowerDesigner
7 1 (0.18%) ER Studio
7 1 (0.18%) Oracle APEX
7 1 (0.18%) Team Foundation Server
7 1 (0.18%) TestDirector
7 1 (0.18%) Zephyr
General
1 153 (28.13%) Finance
2 145 (26.65%) Analytical Skills
2 145 (26.65%) Social Skills
3 23 (4.23%) Public Sector
4 21 (3.86%) Inclusion and Diversity
5 19 (3.49%) Banking
6 12 (2.21%) Retail
7 11 (2.02%) Advertising
7 11 (2.02%) Manufacturing
7 11 (2.02%) Marketing
8 10 (1.84%) Documentation Skills
8 10 (1.84%) Influencing Skills
8 10 (1.84%) Law
9 7 (1.29%) Billing
9 7 (1.29%) Local Government
10 6 (1.10%) Legal
11 5 (0.92%) Financial Institution
11 5 (0.92%) Organisational Skills
12 4 (0.74%) Presentation Skills
13 3 (0.55%) Telecoms
Job Titles
1 197 (36.21%) Data Engineer
2 97 (17.83%) Senior
3 72 (13.24%) Architect
4 71 (13.05%) Lead
5 57 (10.48%) Data Architect
6 47 (8.64%) Developer
7 46 (8.46%) Analyst
8 41 (7.54%) Senior Data Engineer
9 29 (5.33%) Data Analyst
9 29 (5.33%) Lead Data Engineer
10 28 (5.15%) Azure Engineer
11 24 (4.41%) Data Management Specialist
11 24 (4.41%) Product Specialist
12 23 (4.23%) Business Intelligence Developer
12 23 (4.23%) Senior Systems Engineer
12 23 (4.23%) Systems Engineer
13 21 (3.86%) Azure Architect
14 18 (3.31%) Azure Data Engineer
14 18 (3.31%) Data Manager
15 17 (3.13%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 60 (11.03%) Kafka
2 49 (9.01%) PySpark
3 27 (4.96%) LangChain
3 27 (4.96%) PyTorch
3 27 (4.96%) scikit-learn
3 27 (4.96%) TensorFlow
4 23 (4.23%) LlamaIndex
4 23 (4.23%) pgvector
5 16 (2.94%) REST
6 15 (2.76%) Pandas
7 9 (1.65%) ARM Templates
8 8 (1.47%) EDI
8 8 (1.47%) JSON
9 6 (1.10%) Middleware
10 5 (0.92%) CSS
11 4 (0.74%) .NET
11 4 (0.74%) NumPy
12 3 (0.55%) React
12 3 (0.55%) Streamlit
12 3 (0.55%) YAML
Miscellaneous
1 54 (9.93%) Cloud Native
2 26 (4.78%) Analytical Mindset
2 26 (4.78%) Clustering
3 24 (4.41%) Data Structures
3 24 (4.41%) Public Cloud
4 17 (3.13%) Management Information System
5 15 (2.76%) Legacy Systems
6 13 (2.39%) Product Ownership
7 12 (2.21%) Replication
8 11 (2.02%) Low-Code
8 11 (2.02%) Onboarding
9 10 (1.84%) Greenfield Project
10 7 (1.29%) Data Protection Act
10 7 (1.29%) Distributed Computing
11 6 (1.10%) Reference Data
11 6 (1.10%) Sports Betting
12 5 (0.92%) Distributed Systems
12 5 (0.92%) Hybrid Cloud
12 5 (0.92%) Online Gambling
13 4 (0.74%) Enterprise Software
Operating Systems
1 4 (0.74%) Linux
2 2 (0.37%) Windows
3 1 (0.18%) Unix
3 1 (0.18%) Windows Server
3 1 (0.18%) Windows Server 2016
Processes & Methodologies
1 302 (55.51%) Analytics
2 279 (51.29%) Data Modelling
3 275 (50.55%) ETL
4 263 (48.35%) Business Intelligence
5 249 (45.77%) Data Engineering
6 197 (36.21%) Data Pipeline
7 178 (32.72%) Data Governance
8 161 (29.60%) AI
9 140 (25.74%) Decision-Making
10 128 (23.53%) Problem-Solving
11 112 (20.59%) Data Science
12 105 (19.30%) CI/CD
13 104 (19.12%) Use Case
14 97 (17.83%) Data Management
15 95 (17.46%) Machine Learning
16 88 (16.18%) Data Architecture
17 87 (15.99%) Agile
18 83 (15.26%) Performance Tuning
19 82 (15.07%) Data Integration
20 74 (13.60%) Data Transformation
Programming Languages
1 391 (71.88%) SQL
2 284 (52.21%) Python
3 26 (4.78%) R
4 24 (4.41%) Data Analysis Expressions
5 20 (3.68%) Scala
6 15 (2.76%) Java
7 11 (2.02%) T-SQL
8 9 (1.65%) JavaScript
8 9 (1.65%) PowerShell
9 6 (1.10%) Julia
10 5 (0.92%) Bicep
10 5 (0.92%) C#
10 5 (0.92%) PL/SQL
11 3 (0.55%) Bash
12 2 (0.37%) ANSI SQL
12 2 (0.37%) Kusto Query Language
13 1 (0.18%) Go
13 1 (0.18%) PHP
13 1 (0.18%) TypeScript
13 1 (0.18%) VBScript
Qualifications
1 90 (16.54%) Degree
2 34 (6.25%) Security Cleared
3 29 (5.33%) Computer Science Degree
4 26 (4.78%) SC Cleared
5 21 (3.86%) Azure Certification
6 13 (2.39%) DBS Check
6 13 (2.39%) Microsoft Certification
7 11 (2.02%) Master's Degree
8 8 (1.47%) BPSS Clearance
9 7 (1.29%) AWS Certification
9 7 (1.29%) CITP
10 5 (0.92%) DV Cleared
10 5 (0.92%) TOGAF Certification
11 4 (0.74%) AWS Certified Solutions Architect
11 4 (0.74%) Tableau Certification
12 3 (0.55%) ICAEW
12 3 (0.55%) SnowPro
13 2 (0.37%) ACCA
13 2 (0.37%) CIMA
13 2 (0.37%) HND
Quality Assurance & Compliance
1 177 (32.54%) Data Quality
2 62 (11.40%) GDPR
3 24 (4.41%) California Consumer Privacy Act
4 11 (2.02%) Accessibility
5 9 (1.65%) QA
6 7 (1.29%) ISO/IEC 27001
6 7 (1.29%) Sarbanes-Oxley
7 6 (1.10%) NIST
8 5 (0.92%) GRC
8 5 (0.92%) HIPAA
8 5 (0.92%) IFRS
8 5 (0.92%) Solvency II
9 4 (0.74%) IFRS 17
10 3 (0.55%) SLA
11 1 (0.18%) Actionable Recommendations
11 1 (0.18%) ISO 22301
11 1 (0.18%) MiFID
11 1 (0.18%) Software Quality Assurance
System Software
1 21 (3.86%) Docker
2 2 (0.37%) Active Directory
Systems Management
1 36 (6.62%) Terraform
2 19 (3.49%) Kubernetes
3 4 (0.74%) Ansible
4 2 (0.37%) Control-M
5 1 (0.18%) Single Sign-On
Vendors
1 181 (33.27%) Databricks
2 113 (20.77%) Microsoft
3 50 (9.19%) Informatica
4 47 (8.64%) Dell
5 25 (4.60%) Teradata
6 24 (4.41%) Denodo
6 24 (4.41%) Oracle
7 23 (4.23%) Cloudera
8 22 (4.04%) Google
9 16 (2.94%) SAP
10 14 (2.57%) Talend
11 13 (2.39%) Salesforce
12 8 (1.47%) OpenAI
13 7 (1.29%) Netezza
13 7 (1.29%) Planon
14 5 (0.92%) Foundry
14 5 (0.92%) MuleSoft
14 5 (0.92%) ServiceNow
15 4 (0.74%) Bloomberg
15 4 (0.74%) Remedy