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

6 months to
23 Jun 2026
Same period 2025 Same period 2024
Rank 282 196 151
Rank change year-on-year -86 -45 -16
Permanent jobs citing Data Warehouse 567 745 1,707
As % of all permanent jobs in England 0.67% 1.86% 1.79%
As % of the Database & Business Intelligence category 7.61% 11.25% 11.14%
Number of salaries quoted 413 430 1,237
10th Percentile £43,550 £42,375 £41,250
25th Percentile £51,400 £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 £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% -4.36%

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 7,455 6,625 15,321
As % of all permanent jobs advertised in England 8.85% 16.54% 16.08%
Number of salaries quoted 5,032 4,422 11,547
10th Percentile £36,250 £35,500 £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 £78,750
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% -10.16%

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 23 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 23 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 -55 271 £82,500 +10.00% 97
North of England -3 118 £60,000 +2.13% 49
Yorkshire -16 58 £62,500 +4.17% 15
South East -93 58 £70,775 +8.88% 42
North West +10 46 £57,500 +4.55% 28
Midlands -73 45 £55,000 - 25
East of England -10 36 £70,000 +33.33% 13
West Midlands -52 30 £61,358 +11.56% 16
South West -92 29 £60,000 -14.29% 6
East Midlands -30 15 £40,887 -33.25% 9
North East -41 14 £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 70 (12.35%) Apache Airflow
2 61 (10.76%) Apache Spark
3 33 (5.82%) Apache
4 9 (1.59%) SharePoint
5 8 (1.41%) SAS
6 6 (1.06%) Confluence
6 6 (1.06%) Oracle Application Server
7 2 (0.35%) Luigi
7 2 (0.35%) Palantir Foundry
8 1 (0.18%) Apache Superset
8 1 (0.18%) CMS
8 1 (0.18%) GeoServer
8 1 (0.18%) Microsoft Exchange
8 1 (0.18%) WordPress
Applications
1 23 (4.06%) Microsoft Excel
2 11 (1.94%) Microsoft Office
3 3 (0.53%) Microsoft PowerPoint
4 2 (0.35%) Spreadsheet
5 1 (0.18%) Chatbot
Business Applications
1 5 (0.88%) 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 (0.35%) Aladdin
3 2 (0.35%) IBM Planning Analytics
3 2 (0.35%) Markit EDM
3 2 (0.35%) SAP Business One
3 2 (0.35%) 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 MDG
4 1 (0.18%) Sparx Enterprise Architect
4 1 (0.18%) Temenos T24
Cloud Services
1 289 (50.97%) Azure
2 198 (34.92%) Power Platform
3 173 (30.51%) AWS
4 140 (24.69%) Snowflake
5 98 (17.28%) GCP
6 90 (15.87%) Azure Data Factory
7 85 (14.99%) dbt
8 84 (14.81%) Azure Synapse Analytics
9 37 (6.53%) Serverless
10 35 (6.17%) Amazon S3
11 34 (6.00%) Azure DevOps
12 26 (4.59%) Power Automate
13 22 (3.88%) AWS Lambda
13 22 (3.88%) PowerApps
13 22 (3.88%) SaaS
14 17 (3.00%) Microsoft Purview
15 13 (2.29%) Azure Logic Apps
15 13 (2.29%) Matillion
16 10 (1.76%) Amazon Kinesis
16 10 (1.76%) Azure Functions
Communications & Networking
1 2 (0.35%) 4G
1 2 (0.35%) 5G
1 2 (0.35%) Kerberos
1 2 (0.35%) NAS
2 1 (0.18%) Broadband
Database & Business Intelligence
1 187 (32.98%) Power BI
2 143 (25.22%) Data Lake
3 77 (13.58%) Amazon Redshift
4 65 (11.46%) SQL Server
5 64 (11.29%) Tableau
6 60 (10.58%) BigQuery
7 46 (8.11%) Metadata
8 44 (7.76%) Snowflake Schema
9 40 (7.05%) Star Schema
10 35 (6.17%) SQL Server Integration Services
11 33 (5.82%) Looker
12 30 (5.29%) Big Data
12 30 (5.29%) SQL Server Reporting Services
13 28 (4.94%) Azure SQL Database
14 24 (4.23%) PostgreSQL
15 23 (4.06%) Elasticsearch
16 22 (3.88%) Azure SQL Data Warehouse
16 22 (3.88%) Relational Database
17 18 (3.17%) NoSQL
18 16 (2.82%) Power Query
Development Applications
1 30 (5.29%) MLflow
2 29 (5.11%) Git
3 18 (3.17%) JIRA
4 14 (2.47%) Visual Studio
5 6 (1.06%) SQL Server Management Studio (SSMS)
6 5 (0.88%) Jenkins
7 2 (0.35%) DBeaver
7 2 (0.35%) ERwin
7 2 (0.35%) 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
1 159 (28.04%) Finance
2 155 (27.34%) Analytical Skills
3 148 (26.10%) Social Skills
4 26 (4.59%) Public Sector
5 20 (3.53%) Banking
6 18 (3.17%) Inclusion and Diversity
7 14 (2.47%) Retail
8 13 (2.29%) Manufacturing
9 12 (2.12%) Advertising
10 11 (1.94%) Influencing Skills
10 11 (1.94%) Marketing
11 10 (1.76%) Documentation Skills
11 10 (1.76%) Law
12 7 (1.23%) Billing
12 7 (1.23%) Legal
12 7 (1.23%) Local Government
13 6 (1.06%) Financial Institution
13 6 (1.06%) Presentation Skills
14 5 (0.88%) Organisational Skills
15 3 (0.53%) Automotive
Job Titles
1 204 (35.98%) Data Engineer
2 102 (17.99%) Senior
3 76 (13.40%) Architect
4 72 (12.70%) Lead
5 61 (10.76%) Data Architect
6 51 (8.99%) Analyst
6 51 (8.99%) Developer
7 42 (7.41%) Senior Data Engineer
8 32 (5.64%) Data Analyst
9 30 (5.29%) Lead Data Engineer
10 28 (4.94%) Azure Engineer
11 24 (4.23%) Business Intelligence Developer
11 24 (4.23%) Data Management Specialist
11 24 (4.23%) Product Specialist
12 23 (4.06%) Senior Systems Engineer
12 23 (4.06%) Systems Engineer
13 20 (3.53%) Azure Architect
14 18 (3.17%) Azure Data Engineer
14 18 (3.17%) Data Manager
15 16 (2.82%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 59 (10.41%) Kafka
2 46 (8.11%) PySpark
3 26 (4.59%) LangChain
3 26 (4.59%) PyTorch
3 26 (4.59%) scikit-learn
3 26 (4.59%) TensorFlow
4 23 (4.06%) LlamaIndex
4 23 (4.06%) pgvector
5 17 (3.00%) REST
6 14 (2.47%) Pandas
7 9 (1.59%) ARM Templates
7 9 (1.59%) JSON
8 8 (1.41%) EDI
9 7 (1.23%) Middleware
10 4 (0.71%) .NET
10 4 (0.71%) CSS
10 4 (0.71%) NumPy
10 4 (0.71%) XML
11 3 (0.53%) Streamlit
11 3 (0.53%) YAML
Miscellaneous
1 57 (10.05%) Cloud Native
2 27 (4.76%) Analytical Mindset
3 26 (4.59%) Clustering
4 25 (4.41%) Data Structures
5 24 (4.23%) Public Cloud
6 17 (3.00%) Management Information System
7 16 (2.82%) Product Ownership
8 15 (2.65%) Onboarding
9 14 (2.47%) Legacy Systems
10 12 (2.12%) Low-Code
11 11 (1.94%) Replication
12 10 (1.76%) Distributed Computing
12 10 (1.76%) Greenfield Project
13 7 (1.23%) Data Protection Act
14 6 (1.06%) Hybrid Cloud
14 6 (1.06%) Reference Data
14 6 (1.06%) Sports Betting
15 5 (0.88%) Online Gambling
16 4 (0.71%) Data Fabric
16 4 (0.71%) Enterprise Software
Operating Systems
1 5 (0.88%) Linux
2 4 (0.71%) Windows
3 3 (0.53%) Windows Server
4 2 (0.35%) Windows Server 2016
5 1 (0.18%) Unix
Processes & Methodologies
1 322 (56.79%) Analytics
2 292 (51.50%) Data Modelling
3 283 (49.91%) ETL
4 276 (48.68%) Business Intelligence
5 251 (44.27%) Data Engineering
6 205 (36.16%) Data Pipeline
7 186 (32.80%) Data Governance
8 177 (31.22%) AI
9 150 (26.46%) Decision-Making
10 134 (23.63%) Problem-Solving
11 113 (19.93%) Data Science
12 108 (19.05%) CI/CD
13 105 (18.52%) Use Case
14 104 (18.34%) Machine Learning
15 96 (16.93%) Data Management
16 93 (16.40%) Data Architecture
17 89 (15.70%) Agile
18 86 (15.17%) Data Integration
18 86 (15.17%) Performance Tuning
19 74 (13.05%) DevOps
Programming Languages
1 402 (70.90%) SQL
2 289 (50.97%) Python
3 26 (4.59%) Data Analysis Expressions
4 25 (4.41%) R
5 19 (3.35%) Scala
6 14 (2.47%) Java
7 13 (2.29%) T-SQL
8 11 (1.94%) PowerShell
9 8 (1.41%) JavaScript
10 7 (1.23%) C#
11 6 (1.06%) Julia
12 5 (0.88%) Bicep
12 5 (0.88%) PL/SQL
13 4 (0.71%) Bash
14 3 (0.53%) Kusto Query Language
15 2 (0.35%) VBScript
16 1 (0.18%) Go
16 1 (0.18%) PHP
16 1 (0.18%) Shell Script
16 1 (0.18%) TypeScript
Qualifications
1 93 (16.40%) Degree
2 44 (7.76%) Security Cleared
3 31 (5.47%) Computer Science Degree
3 31 (5.47%) SC Cleared
4 22 (3.88%) Azure Certification
5 13 (2.29%) DBS Check
6 12 (2.12%) Microsoft Certification
7 11 (1.94%) Master's Degree
8 10 (1.76%) BPSS Clearance
9 9 (1.59%) AWS Certification
10 6 (1.06%) CITP
10 6 (1.06%) DV Cleared
10 6 (1.06%) TOGAF Certification
11 4 (0.71%) AWS Certified Solutions Architect
11 4 (0.71%) Tableau Certification
12 3 (0.53%) ICAEW
12 3 (0.53%) SnowPro
13 2 (0.35%) ACCA
13 2 (0.35%) CIMA
13 2 (0.35%) HND
Quality Assurance & Compliance
1 188 (33.16%) Data Quality
2 66 (11.64%) GDPR
3 24 (4.23%) California Consumer Privacy Act
4 11 (1.94%) Accessibility
5 8 (1.41%) QA
6 6 (1.06%) ISO/IEC 27001
6 6 (1.06%) Sarbanes-Oxley
7 5 (0.88%) GRC
7 5 (0.88%) IFRS
7 5 (0.88%) NIST
7 5 (0.88%) 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 (3.70%) Docker
2 4 (0.71%) Active Directory
Systems Management
1 37 (6.53%) Terraform
2 18 (3.17%) Kubernetes
3 5 (0.88%) Ansible
4 2 (0.35%) Control-M
5 1 (0.18%) Single Sign-On
Vendors
1 186 (32.80%) Databricks
2 123 (21.69%) Microsoft
3 51 (8.99%) Informatica
4 47 (8.29%) Dell
5 26 (4.59%) Oracle
6 25 (4.41%) Teradata
7 24 (4.23%) Denodo
7 24 (4.23%) Google
8 23 (4.06%) Cloudera
9 17 (3.00%) SAP
10 14 (2.47%) Talend
11 12 (2.12%) Salesforce
12 8 (1.41%) OpenAI
13 6 (1.06%) Planon
14 5 (0.88%) Foundry
14 5 (0.88%) Netezza
14 5 (0.88%) ServiceNow
15 4 (0.71%) MuleSoft
15 4 (0.71%) Remedy
16 3 (0.53%) Guidewire