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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 288 185 152
Rank change year-on-year -103 -33 -18
Permanent jobs citing Data Warehouse 561 745 1,707
As % of all permanent jobs in England 0.67% 1.87% 1.79%
As % of the Database & Business Intelligence category 7.60% 11.27% 11.09%
Number of salaries quoted 410 430 1,239
10th Percentile £43,750 £42,588 £41,250
25th Percentile £51,938 £52,500 £45,000
Median annual salary (50th Percentile) £65,000 £67,500 £62,500
Median % change year-on-year -3.70% +8.00% -7.41%
75th Percentile £87,500 £83,438 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -4.10%

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 7,377 6,609 15,390
As % of all permanent jobs advertised in England 8.81% 16.61% 16.10%
Number of salaries quoted 4,954 4,410 11,608
10th Percentile £36,250 £35,500 £35,000
25th Percentile £45,064 £46,750 £42,937
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 £78,750
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% -9.45%

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 20 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 20 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 -64 270 £82,500 +10.00% 81
North of England 0 116 £60,000 +2.13% 44
South East -90 58 £70,775 +8.88% 47
Yorkshire -23 57 £62,500 +4.17% 12
North West +3 45 £57,500 +4.55% 27
Midlands -64 43 £57,500 +4.55% 26
East of England -3 38 £65,000 +23.81% 12
West Midlands -51 29 £62,000 +12.73% 18
South West -100 26 £64,500 -7.86% 7
North East -39 14 £48,000 +1.05% 5
East Midlands -40 14 £43,173 -29.51% 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 71 (12.66%) Apache Airflow
2 63 (11.23%) Apache Spark
3 35 (6.24%) Apache
4 9 (1.60%) SharePoint
5 7 (1.25%) SAS
6 6 (1.07%) Confluence
6 6 (1.07%) Oracle Application Server
7 2 (0.36%) Luigi
7 2 (0.36%) Palantir Foundry
8 1 (0.18%) Apache Superset
8 1 (0.18%) CMS
8 1 (0.18%) GeoServer
8 1 (0.18%) WordPress
Applications
1 22 (3.92%) Microsoft Excel
2 11 (1.96%) Microsoft Office
3 3 (0.53%) Microsoft PowerPoint
4 2 (0.36%) Spreadsheet
5 1 (0.18%) Chatbot
Business Applications
1 5 (0.89%) Dynamics CRM
2 3 (0.53%) FLEXCUBE
2 3 (0.53%) Misys Opics
2 3 (0.53%) Oracle ERP
2 3 (0.53%) SAP S/4HANA
3 2 (0.36%) Aladdin
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Markit EDM
3 2 (0.36%) 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
1 287 (51.16%) Azure
2 194 (34.58%) Power Platform
3 171 (30.48%) AWS
4 139 (24.78%) Snowflake
5 98 (17.47%) GCP
6 91 (16.22%) Azure Data Factory
7 86 (15.33%) dbt
8 84 (14.97%) Azure Synapse Analytics
9 38 (6.77%) Serverless
10 35 (6.24%) Amazon S3
11 34 (6.06%) Azure DevOps
12 25 (4.46%) Power Automate
13 23 (4.10%) AWS Lambda
14 21 (3.74%) PowerApps
14 21 (3.74%) SaaS
15 17 (3.03%) Microsoft Purview
16 13 (2.32%) Matillion
17 12 (2.14%) Azure Logic Apps
18 11 (1.96%) Amazon Kinesis
19 10 (1.78%) Azure Functions
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
2 1 (0.18%) Kerberos
2 1 (0.18%) NAS
Database & Business Intelligence
1 183 (32.62%) Power BI
2 142 (25.31%) Data Lake
3 76 (13.55%) Amazon Redshift
4 64 (11.41%) Tableau
5 62 (11.05%) SQL Server
6 59 (10.52%) BigQuery
7 45 (8.02%) Metadata
8 44 (7.84%) Snowflake Schema
9 39 (6.95%) Star Schema
10 34 (6.06%) SQL Server Integration Services
11 33 (5.88%) Looker
12 29 (5.17%) SQL Server Reporting Services
13 28 (4.99%) Azure SQL Database
13 28 (4.99%) Big Data
14 23 (4.10%) Elasticsearch
14 23 (4.10%) PostgreSQL
15 22 (3.92%) Azure SQL Data Warehouse
15 22 (3.92%) Relational Database
16 18 (3.21%) NoSQL
17 16 (2.85%) Delta Lake
Development Applications
1 30 (5.35%) MLflow
2 29 (5.17%) Git
3 17 (3.03%) JIRA
4 14 (2.50%) Visual Studio
5 6 (1.07%) SQL Server Management Studio (SSMS)
6 5 (0.89%) Jenkins
7 2 (0.36%) DBeaver
7 2 (0.36%) ERwin
7 2 (0.36%) PowerDesigner
8 1 (0.18%) ER Studio
8 1 (0.18%) GitLab
8 1 (0.18%) Oracle APEX
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 157 (27.99%) Finance
2 150 (26.74%) Analytical Skills
3 148 (26.38%) Social Skills
4 26 (4.63%) Public Sector
5 20 (3.57%) Banking
6 18 (3.21%) Inclusion and Diversity
7 13 (2.32%) Manufacturing
8 12 (2.14%) Advertising
8 12 (2.14%) Retail
9 11 (1.96%) Influencing Skills
9 11 (1.96%) Marketing
10 10 (1.78%) Documentation Skills
10 10 (1.78%) Law
11 7 (1.25%) Billing
11 7 (1.25%) Legal
11 7 (1.25%) Local Government
12 6 (1.07%) Financial Institution
13 5 (0.89%) Organisational Skills
13 5 (0.89%) Presentation Skills
14 3 (0.53%) Front Office
Job Titles
1 204 (36.36%) Data Engineer
2 100 (17.83%) Senior
3 76 (13.55%) Architect
4 72 (12.83%) Lead
5 61 (10.87%) Data Architect
6 50 (8.91%) Developer
7 49 (8.73%) Analyst
8 41 (7.31%) Senior Data Engineer
9 31 (5.53%) Data Analyst
10 30 (5.35%) Lead Data Engineer
11 28 (4.99%) Azure Engineer
12 24 (4.28%) Data Management Specialist
12 24 (4.28%) Product Specialist
13 23 (4.10%) Business Intelligence Developer
13 23 (4.10%) Senior Systems Engineer
13 23 (4.10%) Systems Engineer
14 20 (3.57%) Azure Architect
15 19 (3.39%) Data Manager
16 18 (3.21%) Azure Data Engineer
17 16 (2.85%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 61 (10.87%) Kafka
2 47 (8.38%) PySpark
3 26 (4.63%) LangChain
3 26 (4.63%) PyTorch
3 26 (4.63%) scikit-learn
3 26 (4.63%) TensorFlow
4 23 (4.10%) LlamaIndex
4 23 (4.10%) pgvector
5 16 (2.85%) REST
6 14 (2.50%) Pandas
7 9 (1.60%) ARM Templates
8 8 (1.43%) JSON
9 7 (1.25%) EDI
9 7 (1.25%) Middleware
10 4 (0.71%) .NET
10 4 (0.71%) CSS
10 4 (0.71%) NumPy
11 3 (0.53%) Streamlit
11 3 (0.53%) XML
11 3 (0.53%) YAML
Miscellaneous
1 57 (10.16%) Cloud Native
2 26 (4.63%) Analytical Mindset
2 26 (4.63%) Clustering
3 24 (4.28%) Data Structures
3 24 (4.28%) Public Cloud
4 16 (2.85%) Management Information System
5 15 (2.67%) Product Ownership
6 14 (2.50%) Legacy Systems
7 13 (2.32%) Onboarding
8 12 (2.14%) Low-Code
9 11 (1.96%) Replication
10 10 (1.78%) Greenfield Project
11 9 (1.60%) Distributed Computing
12 7 (1.25%) Data Protection Act
13 6 (1.07%) Reference Data
13 6 (1.07%) Sports Betting
14 5 (0.89%) Distributed Systems
14 5 (0.89%) Hybrid Cloud
14 5 (0.89%) Online Gambling
15 4 (0.71%) Reinsurance
Operating Systems
1 4 (0.71%) Linux
2 2 (0.36%) Windows
3 1 (0.18%) Unix
3 1 (0.18%) Windows Server
3 1 (0.18%) Windows Server 2016
Processes & Methodologies
1 318 (56.68%) Analytics
2 288 (51.34%) Data Modelling
3 280 (49.91%) ETL
4 270 (48.13%) Business Intelligence
5 253 (45.10%) Data Engineering
6 205 (36.54%) Data Pipeline
7 185 (32.98%) Data Governance
8 176 (31.37%) AI
9 147 (26.20%) Decision-Making
10 130 (23.17%) Problem-Solving
11 113 (20.14%) Data Science
12 107 (19.07%) CI/CD
13 105 (18.72%) Use Case
14 104 (18.54%) Machine Learning
15 96 (17.11%) Data Management
16 90 (16.04%) Data Architecture
17 86 (15.33%) Agile
18 85 (15.15%) Data Integration
18 85 (15.15%) Performance Tuning
19 75 (13.37%) Data Transformation
Programming Languages
1 398 (70.94%) SQL
2 288 (51.34%) Python
3 25 (4.46%) R
4 24 (4.28%) Data Analysis Expressions
5 20 (3.57%) Scala
6 15 (2.67%) Java
7 12 (2.14%) T-SQL
8 9 (1.60%) PowerShell
9 8 (1.43%) JavaScript
10 6 (1.07%) C#
10 6 (1.07%) Julia
11 5 (0.89%) Bicep
11 5 (0.89%) PL/SQL
12 3 (0.53%) Bash
13 2 (0.36%) Kusto Query Language
14 1 (0.18%) ANSI SQL
14 1 (0.18%) Go
14 1 (0.18%) PHP
14 1 (0.18%) TypeScript
14 1 (0.18%) VBScript
Qualifications
1 92 (16.40%) Degree
2 41 (7.31%) Security Cleared
3 31 (5.53%) Computer Science Degree
4 29 (5.17%) SC Cleared
5 22 (3.92%) Azure Certification
6 13 (2.32%) DBS Check
7 12 (2.14%) Microsoft Certification
8 11 (1.96%) Master's Degree
9 10 (1.78%) AWS Certification
10 9 (1.60%) BPSS Clearance
11 6 (1.07%) CITP
11 6 (1.07%) DV Cleared
11 6 (1.07%) TOGAF Certification
12 5 (0.89%) AWS Certified Solutions Architect
13 4 (0.71%) Tableau Certification
14 3 (0.53%) ICAEW
14 3 (0.53%) SnowPro
15 2 (0.36%) ACCA
15 2 (0.36%) CIMA
15 2 (0.36%) HND
Quality Assurance & Compliance
1 186 (33.16%) Data Quality
2 65 (11.59%) GDPR
3 24 (4.28%) California Consumer Privacy Act
4 11 (1.96%) Accessibility
5 8 (1.43%) QA
6 6 (1.07%) ISO/IEC 27001
6 6 (1.07%) Sarbanes-Oxley
7 5 (0.89%) GRC
7 5 (0.89%) IFRS
7 5 (0.89%) NIST
7 5 (0.89%) Solvency II
8 4 (0.71%) HIPAA
8 4 (0.71%) IFRS 17
9 3 (0.53%) SLA
10 1 (0.18%) Actionable Recommendations
10 1 (0.18%) ISO 20022
10 1 (0.18%) ISO 22301
10 1 (0.18%) MiFID
10 1 (0.18%) Software Quality Assurance
System Software
1 21 (3.74%) Docker
2 2 (0.36%) Active Directory
Systems Management
1 37 (6.60%) Terraform
2 18 (3.21%) Kubernetes
3 4 (0.71%) Ansible
4 2 (0.36%) Control-M
5 1 (0.18%) Single Sign-On
Vendors
1 186 (33.16%) Databricks
2 119 (21.21%) Microsoft
3 51 (9.09%) Informatica
4 47 (8.38%) Dell
5 25 (4.46%) Oracle
5 25 (4.46%) Teradata
6 24 (4.28%) Denodo
7 23 (4.10%) Cloudera
7 23 (4.10%) Google
8 16 (2.85%) SAP
9 14 (2.50%) Talend
10 12 (2.14%) Salesforce
11 8 (1.43%) OpenAI
12 7 (1.25%) Netezza
13 6 (1.07%) Planon
14 5 (0.89%) Foundry
14 5 (0.89%) ServiceNow
15 4 (0.71%) MuleSoft
15 4 (0.71%) Remedy
16 3 (0.53%) Bloomberg