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

6 months to
15 Feb 2026
Same period 2025 Same period 2024
Rank 212 165 126
Rank change year-on-year -47 -39 -3
Permanent jobs citing Data Warehouse 565 824 1,603
As % of all permanent jobs in England 0.95% 1.84% 2.41%
As % of the Database & Business Intelligence category 9.41% 10.06% 12.55%
Number of salaries quoted 354 433 1,272
10th Percentile £46,625 £42,500 £41,250
25th Percentile £57,500 £52,500 £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 £107,250 £100,000
UK median annual salary £71,014 £67,500 £60,000
% change year-on-year +5.21% +12.50% -10.16%

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 6,003 8,193 12,770
As % of all permanent jobs advertised in England 10.13% 18.34% 19.22%
Number of salaries quoted 3,867 4,658 10,435
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 15 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 15 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 -4 314 £85,000 +10.39% 98
South East -87 78 £70,000 - 67
North of England -44 60 £61,250 +11.36% 52
Midlands -20 59 £62,000 -0.80% 37
West Midlands -1 51 £62,000 -0.80% 25
North West -5 35 £62,500 +13.64% 31
East of England +29 29 £50,000 -23.08% 13
Yorkshire -50 24 £60,000 +9.09% 16
South West -12 17 £64,350 +22.57% 23
East Midlands -23 8 £60,000 -7.69% 12
North East -10 1 - - 5
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 57 (10.09%) Apache Spark
2 32 (5.66%) Apache Airflow
3 31 (5.49%) Apache
4 9 (1.59%) SharePoint
5 7 (1.24%) SAS
6 6 (1.06%) Confluence
7 3 (0.53%) Apache Superset
7 3 (0.53%) Oracle Application Server
8 2 (0.35%) Palantir Foundry
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 26 (4.60%) Microsoft Excel
2 18 (3.19%) Maya
3 15 (2.65%) Microsoft Office
4 4 (0.71%) Microsoft PowerPoint
5 3 (0.53%) Spreadsheet
Business Applications
1 10 (1.77%) SAP S/4HANA
2 5 (0.88%) SAP IBP
3 4 (0.71%) Markit EDM
4 3 (0.53%) Aladdin
4 3 (0.53%) Dynamics CRM
5 2 (0.35%) Oracle ERP
5 2 (0.35%) Payment Gateway
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
1 312 (55.22%) Azure
2 187 (33.10%) Power Platform
3 149 (26.37%) AWS
4 110 (19.47%) Snowflake
5 91 (16.11%) Azure Data Factory
6 75 (13.27%) GCP
7 74 (13.10%) Azure Synapse Analytics
8 57 (10.09%) dbt
9 50 (8.85%) SaaS
10 44 (7.79%) Serverless
11 40 (7.08%) AWS Lambda
12 33 (5.84%) Amazon S3
13 29 (5.13%) Azure DevOps
14 22 (3.89%) Power Automate
15 19 (3.36%) GitHub
16 17 (3.01%) AWS Step Functions
17 16 (2.83%) Azure Cosmos DB
17 16 (2.83%) Fivetran
17 16 (2.83%) OCI
18 15 (2.65%) Amazon EMR
Communications & Networking
1 2 (0.35%) Broadband
1 2 (0.35%) Kerberos
Database & Business Intelligence
1 172 (30.44%) Power BI
2 144 (25.49%) Data Lake
3 89 (15.75%) SQL Server
4 54 (9.56%) Metadata
5 49 (8.67%) Amazon Redshift
5 49 (8.67%) Tableau
6 45 (7.96%) SQL Server Integration Services
7 43 (7.61%) Azure SQL Database
8 34 (6.02%) Big Data
9 33 (5.84%) PostgreSQL
10 32 (5.66%) Azure SQL Data Warehouse
10 32 (5.66%) MySQL
11 31 (5.49%) NoSQL
11 31 (5.49%) SQL Server Reporting Services
12 29 (5.13%) Data Mining
13 28 (4.96%) Relational Database
14 26 (4.60%) BigQuery
14 26 (4.60%) Hadoop
14 26 (4.60%) SQL Server Analysis Services
15 21 (3.72%) DynamoDB
Development Applications
1 39 (6.90%) Git
2 13 (2.30%) JIRA
3 11 (1.95%) Visual Studio
4 8 (1.42%) ERwin
4 8 (1.42%) PowerDesigner
5 7 (1.24%) Jenkins
6 5 (0.88%) ER Studio
6 5 (0.88%) git-flow
7 4 (0.71%) MLflow
8 3 (0.53%) GitLab
8 3 (0.53%) Selenium
8 3 (0.53%) SQL Server Management Studio (SSMS)
9 2 (0.35%) Bitbucket
9 2 (0.35%) DBeaver
9 2 (0.35%) JMeter
9 2 (0.35%) LoadRunner
9 2 (0.35%) REST Assured
9 2 (0.35%) Subversion
9 2 (0.35%) TestRail
10 1 (0.18%) SonarQube
General
1 205 (36.28%) Social Skills
2 187 (33.10%) Finance
3 134 (23.72%) Analytical Skills
4 52 (9.20%) Law
5 41 (7.26%) Public Sector
6 29 (5.13%) Banking
7 22 (3.89%) Retail
8 21 (3.72%) Inclusion and Diversity
9 18 (3.19%) Games
9 18 (3.19%) Legal
10 17 (3.01%) Marketing
11 13 (2.30%) Local Government
12 11 (1.95%) Documentation Skills
12 11 (1.95%) Front Office
12 11 (1.95%) Manufacturing
13 9 (1.59%) Financial Institution
14 8 (1.42%) Automotive
15 6 (1.06%) Advertising
15 6 (1.06%) Influencing Skills
15 6 (1.06%) Telecoms
Job Titles
1 188 (33.27%) Data Engineer
2 125 (22.12%) Senior
3 119 (21.06%) Architect
4 97 (17.17%) Data Architect
5 68 (12.04%) Senior Data Engineer
6 57 (10.09%) Developer
7 49 (8.67%) Lead
8 35 (6.19%) Analyst
9 30 (5.31%) Azure Architect
10 28 (4.96%) Azure Engineer
11 27 (4.78%) Azure Data Engineer
12 26 (4.60%) Azure Data Architect
12 26 (4.60%) Consultant
13 22 (3.89%) AWS Engineer
14 20 (3.54%) Lead Data Engineer
14 20 (3.54%) Senior Architect
15 18 (3.19%) AWS Data Engineer
15 18 (3.19%) Business Intelligence Developer
16 17 (3.01%) Data Analyst
16 17 (3.01%) Data Manager
Libraries, Frameworks & Software Standards
1 47 (8.32%) Kafka
2 41 (7.26%) PySpark
3 11 (1.95%) .NET
4 10 (1.77%) CSS
5 9 (1.59%) AngularJS
5 9 (1.59%) Middleware
5 9 (1.59%) React
6 8 (1.42%) GraphQL
6 8 (1.42%) Pandas
6 8 (1.42%) REST
6 8 (1.42%) Spring
7 7 (1.24%) boto
7 7 (1.24%) Spark Streaming
8 6 (1.06%) AWS CDK
8 6 (1.06%) XML
9 5 (0.88%) EDI
9 5 (0.88%) JSON
9 5 (0.88%) Material-UI
9 5 (0.88%) RabbitMQ
10 4 (0.71%) LangChain
Miscellaneous
1 37 (6.55%) Management Information System
2 35 (6.19%) Product Ownership
3 26 (4.60%) Enterprise Software
4 23 (4.07%) Distributed Systems
5 21 (3.72%) Data Structures
6 20 (3.54%) Cloud Native
7 16 (2.83%) Greenfield Project
8 15 (2.65%) Analytical Mindset
8 15 (2.65%) Legacy Systems
9 14 (2.48%) NHS
10 13 (2.30%) Reference Data
10 13 (2.30%) Reinsurance
11 12 (2.12%) Hybrid Cloud
12 11 (1.95%) Low-Code
13 10 (1.77%) Hedge funds
14 8 (1.42%) Blockchain
14 8 (1.42%) Self-Motivation
15 7 (1.24%) e-Learning
15 7 (1.24%) Onboarding
16 6 (1.06%) Fixed Income
Operating Systems
1 4 (0.71%) Linux
2 3 (0.53%) Android
2 3 (0.53%) Apple iOS
3 2 (0.35%) Unix
Processes & Methodologies
1 330 (58.41%) Data Modelling
2 298 (52.74%) ETL
3 276 (48.85%) Analytics
4 246 (43.54%) Data Engineering
5 241 (42.65%) Business Intelligence
6 181 (32.04%) Data Pipeline
7 175 (30.97%) Data Governance
8 141 (24.96%) Agile
8 141 (24.96%) Problem-Solving
9 131 (23.19%) Data Integration
10 124 (21.95%) Data Architecture
11 117 (20.71%) Decision-Making
12 113 (20.00%) AI
13 108 (19.12%) Data Management
14 107 (18.94%) Mentoring
15 106 (18.76%) Data Science
16 105 (18.58%) CI/CD
17 90 (15.93%) DevOps
18 68 (12.04%) Roadmaps
19 67 (11.86%) Data Strategy
Programming Languages
1 364 (64.42%) SQL
2 242 (42.83%) Python
3 48 (8.50%) Java
4 28 (4.96%) Scala
5 27 (4.78%) Data Analysis Expressions
6 24 (4.25%) C#
7 16 (2.83%) R
7 16 (2.83%) T-SQL
8 11 (1.95%) PowerShell
9 7 (1.24%) TypeScript
10 6 (1.06%) VBA
11 5 (0.88%) JavaScript
11 5 (0.88%) PL/SQL
12 4 (0.71%) ANSI SQL
13 3 (0.53%) Kotlin
13 3 (0.53%) Swift
14 1 (0.18%) Bash
14 1 (0.18%) Bicep
14 1 (0.18%) PHP
Qualifications
1 64 (11.33%) Degree
2 37 (6.55%) Computer Science Degree
3 21 (3.72%) Security Cleared
4 20 (3.54%) Microsoft Certification
5 18 (3.19%) Azure Certification
6 16 (2.83%) SC Cleared
7 13 (2.30%) Master's Degree
8 12 (2.12%) AWS Certification
9 10 (1.77%) DBS Check
9 10 (1.77%) TOGAF Certification
10 8 (1.42%) PMI Certification
11 7 (1.24%) AWS Certified Solutions Architect
12 5 (0.88%) CITP
12 5 (0.88%) SAP Certification
12 5 (0.88%) SnowPro
13 3 (0.53%) MCSE
13 3 (0.53%) PMP
14 2 (0.35%) HNC
14 2 (0.35%) HND
14 2 (0.35%) MCSA
Quality Assurance & Compliance
1 149 (26.37%) Data Quality
2 49 (8.67%) Accessibility
3 45 (7.96%) GDPR
4 24 (4.25%) QA
5 12 (2.12%) ISO/IEC 27001
6 6 (1.06%) NIST
7 5 (0.88%) California Consumer Privacy Act
7 5 (0.88%) HIPAA
7 5 (0.88%) Sarbanes-Oxley
8 3 (0.53%) GRC
9 2 (0.35%) IFRS
9 2 (0.35%) IFRS 17
9 2 (0.35%) SEPA
9 2 (0.35%) Solvency II
10 1 (0.18%) GAAP
10 1 (0.18%) MiFID
10 1 (0.18%) NCSC
10 1 (0.18%) PERC
10 1 (0.18%) SOC 2
10 1 (0.18%) Software Quality Assurance
System Software
1 21 (3.72%) Docker
2 8 (1.42%) 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 20 (3.54%) Terraform
2 17 (3.01%) Kubernetes
3 2 (0.35%) Control-M
4 1 (0.18%) Ansible
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 160 (28.32%) Microsoft
2 139 (24.60%) Databricks
3 47 (8.32%) Oracle
4 42 (7.43%) Informatica
5 23 (4.07%) SAP
6 21 (3.72%) Google
6 21 (3.72%) Talend
7 10 (1.77%) Dataiku
8 8 (1.42%) CrowdStrike
8 8 (1.42%) Fortinet
8 8 (1.42%) Foundry
8 8 (1.42%) Palo Alto
9 7 (1.24%) MuleSoft
9 7 (1.24%) OpenAI
9 7 (1.24%) Salesforce
10 6 (1.06%) Ariba
11 5 (0.88%) Dell
11 5 (0.88%) IBM
11 5 (0.88%) Netezza
11 5 (0.88%) Planon