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 22 February 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Feb 2026
Same period 2025 Same period 2024
Rank 221 164 126
Rank change year-on-year -57 -38 -4
Permanent jobs citing Data Warehouse 567 780 1,570
As % of all permanent jobs in England 0.93% 1.79% 2.35%
As % of the Database & Business Intelligence category 9.40% 9.72% 12.33%
Number of salaries quoted 357 430 1,270
10th Percentile £46,250 £43,635 £41,250
25th Percentile £57,500 £53,000 £45,000
Median annual salary (50th Percentile) £70,932 £67,500 £60,000
Median % change year-on-year +5.08% +12.50% -11.11%
75th Percentile £87,500 £87,500 £77,500
90th Percentile £110,000 £105,000 £100,000
UK median annual salary £71,000 £67,500 £60,000
% change year-on-year +5.19% +12.50% -11.11%

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 6,034 8,028 12,730
As % of all permanent jobs advertised in England 9.92% 18.43% 19.03%
Number of salaries quoted 3,854 4,659 10,440
10th Percentile £35,000 £38,750 £35,000
25th Percentile £43,750 £50,000 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £81,250 £87,500 £77,500
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £65,000 £57,500
% change year-on-year -7.69% +13.04% -8.00%

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 22 February 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 22 February 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 +8 316 £83,000 +10.67% 117
South East -70 82 £65,000 -7.14% 76
North of England -55 58 £62,500 +13.64% 58
Midlands -28 56 £62,000 -0.80% 46
West Midlands -1 49 £62,000 +1.22% 37
North West -22 33 £63,750 +15.91% 35
East of England +27 28 £55,000 -21.43% 8
Yorkshire -48 24 £60,000 - 16
South West -35 19 £64,350 +19.72% 25
East Midlands -34 7 £62,500 -3.85% 9
North East -18 1 - - 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 54 (9.52%) Apache Spark
2 35 (6.17%) Apache Airflow
3 32 (5.64%) Apache
4 10 (1.76%) SharePoint
5 7 (1.23%) SAS
6 6 (1.06%) Confluence
7 4 (0.71%) Oracle Application Server
8 3 (0.53%) Apache Superset
9 2 (0.35%) Palantir Foundry
10 1 (0.18%) Microsoft Exchange
10 1 (0.18%) WordPress
Applications
1 29 (5.11%) Microsoft Excel
2 17 (3.00%) Maya
3 15 (2.65%) Microsoft Office
4 4 (0.71%) Microsoft PowerPoint
5 3 (0.53%) Spreadsheet
Business Applications
1 8 (1.41%) SAP S/4HANA
2 6 (1.06%) Markit EDM
3 4 (0.71%) SAP IBP
4 3 (0.53%) Aladdin
4 3 (0.53%) Dynamics CRM
5 2 (0.35%) Oracle ERP
5 2 (0.35%) Payment Gateway
5 2 (0.35%) Unit4 Business World
6 1 (0.18%) Cognos Business Intelligence
6 1 (0.18%) FLEXCUBE
6 1 (0.18%) Misys Opics
6 1 (0.18%) Oracle Financials
6 1 (0.18%) SAP Business One
6 1 (0.18%) SAP ERP
6 1 (0.18%) SimCorp Dimension
6 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 311 (54.85%) Azure
2 195 (34.39%) Power Platform
3 143 (25.22%) AWS
4 115 (20.28%) Snowflake
5 93 (16.40%) Azure Data Factory
6 72 (12.70%) Azure Synapse Analytics
7 70 (12.35%) GCP
8 60 (10.58%) dbt
9 50 (8.82%) SaaS
10 42 (7.41%) Serverless
11 39 (6.88%) AWS Lambda
12 32 (5.64%) Amazon S3
13 28 (4.94%) Azure DevOps
14 27 (4.76%) Power Automate
15 20 (3.53%) GitHub
16 17 (3.00%) PowerApps
17 16 (2.82%) AWS Step Functions
17 16 (2.82%) Fivetran
17 16 (2.82%) OCI
18 15 (2.65%) Azure Cosmos DB
Communications & Networking
1 2 (0.35%) Broadband
1 2 (0.35%) Kerberos
2 1 (0.18%) 4G
2 1 (0.18%) 5G
Database & Business Intelligence
1 179 (31.57%) Power BI
2 143 (25.22%) Data Lake
3 91 (16.05%) SQL Server
4 51 (8.99%) Metadata
4 51 (8.99%) Tableau
5 46 (8.11%) Amazon Redshift
5 46 (8.11%) SQL Server Integration Services
6 44 (7.76%) Azure SQL Database
7 34 (6.00%) Azure SQL Data Warehouse
8 32 (5.64%) PostgreSQL
9 31 (5.47%) SQL Server Reporting Services
10 30 (5.29%) Big Data
10 30 (5.29%) MySQL
11 29 (5.11%) Data Mining
11 29 (5.11%) NoSQL
12 28 (4.94%) Relational Database
13 26 (4.59%) BigQuery
13 26 (4.59%) SQL Server Analysis Services
14 23 (4.06%) Hadoop
15 20 (3.53%) Snowflake Schema
Development Applications
1 39 (6.88%) Git
2 12 (2.12%) JIRA
2 12 (2.12%) Visual Studio
3 8 (1.41%) ERwin
3 8 (1.41%) PowerDesigner
4 6 (1.06%) Jenkins
5 5 (0.88%) ER Studio
5 5 (0.88%) git-flow
6 4 (0.71%) MLflow
7 3 (0.53%) GitLab
7 3 (0.53%) Selenium
7 3 (0.53%) SQL Server Management Studio (SSMS)
8 2 (0.35%) Bitbucket
8 2 (0.35%) DBeaver
8 2 (0.35%) JMeter
8 2 (0.35%) LoadRunner
8 2 (0.35%) REST Assured
8 2 (0.35%) Subversion
8 2 (0.35%) TestRail
9 1 (0.18%) SonarQube
General
1 204 (35.98%) Social Skills
2 188 (33.16%) Finance
3 139 (24.51%) Analytical Skills
4 45 (7.94%) Law
5 41 (7.23%) Public Sector
6 29 (5.11%) Banking
7 21 (3.70%) Inclusion and Diversity
7 21 (3.70%) Retail
8 18 (3.17%) Marketing
9 17 (3.00%) Games
10 16 (2.82%) Legal
11 13 (2.29%) Local Government
12 12 (2.12%) Documentation Skills
13 10 (1.76%) Front Office
13 10 (1.76%) Manufacturing
14 9 (1.59%) Financial Institution
15 7 (1.23%) Automotive
15 7 (1.23%) Influencing Skills
16 6 (1.06%) Advertising
16 6 (1.06%) Billing
Job Titles
1 185 (32.63%) Data Engineer
2 120 (21.16%) Architect
2 120 (21.16%) Senior
3 99 (17.46%) Data Architect
4 67 (11.82%) Senior Data Engineer
5 57 (10.05%) Developer
6 51 (8.99%) Lead
7 37 (6.53%) Analyst
8 30 (5.29%) Azure Architect
9 26 (4.59%) Azure Data Architect
9 26 (4.59%) Azure Engineer
9 26 (4.59%) Consultant
10 25 (4.41%) Azure Data Engineer
11 22 (3.88%) AWS Engineer
12 19 (3.35%) Business Intelligence Developer
12 19 (3.35%) Senior Architect
13 18 (3.17%) AWS Data Engineer
13 18 (3.17%) Lead Data Engineer
14 17 (3.00%) Data Analyst
15 16 (2.82%) Data Manager
Libraries, Frameworks & Software Standards
1 45 (7.94%) Kafka
2 39 (6.88%) PySpark
3 10 (1.76%) .NET
3 10 (1.76%) CSS
3 10 (1.76%) Middleware
4 9 (1.59%) Pandas
4 9 (1.59%) React
5 8 (1.41%) AngularJS
6 7 (1.23%) GraphQL
6 7 (1.23%) REST
6 7 (1.23%) Spring
6 7 (1.23%) XML
7 6 (1.06%) boto
7 6 (1.06%) JSON
7 6 (1.06%) Spark Streaming
8 5 (0.88%) AWS CDK
8 5 (0.88%) EDI
8 5 (0.88%) Material-UI
8 5 (0.88%) RabbitMQ
9 4 (0.71%) LangChain
Miscellaneous
1 35 (6.17%) Management Information System
2 33 (5.82%) Product Ownership
3 25 (4.41%) Enterprise Software
4 22 (3.88%) Data Structures
5 21 (3.70%) Analytical Mindset
6 20 (3.53%) Cloud Native
7 19 (3.35%) Distributed Systems
8 16 (2.82%) Greenfield Project
9 15 (2.65%) Legacy Systems
9 15 (2.65%) Low-Code
10 14 (2.47%) NHS
11 12 (2.12%) Reference Data
11 12 (2.12%) Reinsurance
12 11 (1.94%) Hybrid Cloud
13 9 (1.59%) Hedge funds
14 8 (1.41%) Blockchain
14 8 (1.41%) Onboarding
15 7 (1.23%) Self-Motivation
16 6 (1.06%) e-Learning
16 6 (1.06%) Taxonomies
Operating Systems
1 4 (0.71%) Linux
2 3 (0.53%) Android
2 3 (0.53%) Apple iOS
3 1 (0.18%) Unix
Processes & Methodologies
1 330 (58.20%) Data Modelling
2 299 (52.73%) ETL
3 285 (50.26%) Analytics
4 245 (43.21%) Business Intelligence
5 241 (42.50%) Data Engineering
6 183 (32.28%) Data Pipeline
7 178 (31.39%) Data Governance
8 147 (25.93%) Problem-Solving
9 141 (24.87%) Agile
10 130 (22.93%) Data Integration
11 126 (22.22%) Data Architecture
12 122 (21.52%) Decision-Making
13 113 (19.93%) AI
14 108 (19.05%) Data Management
15 107 (18.87%) CI/CD
15 107 (18.87%) Mentoring
16 100 (17.64%) Data Science
17 88 (15.52%) DevOps
18 68 (11.99%) Migration
18 68 (11.99%) Roadmaps
Programming Languages
1 365 (64.37%) SQL
2 241 (42.50%) Python
3 44 (7.76%) Java
4 25 (4.41%) Data Analysis Expressions
5 24 (4.23%) C#
6 23 (4.06%) Scala
7 18 (3.17%) R
8 16 (2.82%) T-SQL
9 13 (2.29%) PowerShell
10 7 (1.23%) TypeScript
11 6 (1.06%) VBA
12 5 (0.88%) JavaScript
12 5 (0.88%) PL/SQL
13 4 (0.71%) ANSI SQL
14 3 (0.53%) Kotlin
14 3 (0.53%) Swift
15 1 (0.18%) Bash
15 1 (0.18%) Bicep
15 1 (0.18%) PHP
Qualifications
1 63 (11.11%) Degree
2 36 (6.35%) Computer Science Degree
3 22 (3.88%) Security Cleared
4 19 (3.35%) Microsoft Certification
5 18 (3.17%) Azure Certification
6 16 (2.82%) SC Cleared
7 13 (2.29%) Master's Degree
8 11 (1.94%) AWS Certification
9 10 (1.76%) DBS Check
10 8 (1.41%) TOGAF Certification
11 7 (1.23%) AWS Certified Solutions Architect
11 7 (1.23%) PMI Certification
12 5 (0.88%) CITP
12 5 (0.88%) SAP Certification
13 4 (0.71%) SnowPro
14 3 (0.53%) DV Cleared
14 3 (0.53%) PMP
15 2 (0.35%) MCSE
15 2 (0.35%) Oracle Certification
16 1 (0.18%) MCSA
Quality Assurance & Compliance
1 153 (26.98%) Data Quality
2 51 (8.99%) Accessibility
3 41 (7.23%) GDPR
4 22 (3.88%) QA
5 11 (1.94%) ISO/IEC 27001
6 6 (1.06%) NIST
7 5 (0.88%) California Consumer Privacy Act
7 5 (0.88%) GRC
7 5 (0.88%) HIPAA
7 5 (0.88%) Sarbanes-Oxley
8 2 (0.35%) IFRS
8 2 (0.35%) IFRS 17
8 2 (0.35%) SEPA
8 2 (0.35%) Solvency II
9 1 (0.18%) Actionable Recommendations
9 1 (0.18%) MiFID
9 1 (0.18%) NCSC
9 1 (0.18%) PERC
9 1 (0.18%) SOC 2
9 1 (0.18%) Software Quality Assurance
System Software
1 22 (3.88%) Docker
2 7 (1.23%) HDFS
3 4 (0.71%) Active Directory
4 1 (0.18%) Firmware
4 1 (0.18%) Hyper-V
4 1 (0.18%) VMware Infrastructure
Systems Management
1 21 (3.70%) Terraform
2 18 (3.17%) Kubernetes
3 4 (0.71%) Control-M
4 1 (0.18%) Ansible
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 160 (28.22%) Microsoft
2 136 (23.99%) Databricks
3 46 (8.11%) Oracle
4 44 (7.76%) Informatica
5 22 (3.88%) SAP
6 21 (3.70%) Google
7 20 (3.53%) Talend
8 9 (1.59%) Dataiku
9 8 (1.41%) CrowdStrike
9 8 (1.41%) Fortinet
9 8 (1.41%) Foundry
9 8 (1.41%) Palo Alto
10 7 (1.23%) MuleSoft
10 7 (1.23%) OpenAI
10 7 (1.23%) Salesforce
11 5 (0.88%) Ariba
11 5 (0.88%) Dell
11 5 (0.88%) IBM
11 5 (0.88%) Netezza
11 5 (0.88%) Planon