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

6 months to
10 Feb 2026
Same period 2025 Same period 2024
Rank 207 165 125
Rank change year-on-year -42 -40 -5
Permanent jobs citing Data Warehouse 570 827 1,607
As % of all permanent jobs in England 0.98% 1.84% 2.43%
As % of the Database & Business Intelligence category 9.58% 10.13% 12.62%
Number of salaries quoted 351 440 1,262
10th Percentile £47,500 £42,500 £41,250
25th Percentile £57,500 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £68,000 £60,000
Median % change year-on-year +2.94% +13.33% -10.16%
75th Percentile £87,500 £87,500 £77,500
90th Percentile £110,000 £107,500 £100,000
UK median annual salary £71,028 £67,500 £60,000
% change year-on-year +5.23% +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 5,950 8,166 12,736
As % of all permanent jobs advertised in England 10.28% 18.13% 19.28%
Number of salaries quoted 3,827 4,622 10,443
10th Percentile £35,000 £38,500 £35,000
25th Percentile £43,625 £49,000 £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 10 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 10 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 -1 318 £85,000 +10.03% 96
South East -83 80 £65,000 -7.14% 70
Midlands -14 60 £62,000 -0.80% 43
North of England -43 60 £60,000 +9.09% 53
West Midlands +2 52 £62,000 -0.80% 30
North West +4 36 £60,000 +9.09% 31
East of England +28 27 £60,000 -7.69% 13
Yorkshire -59 22 £60,000 +9.09% 18
South West -17 18 £64,350 +19.72% 19
East Midlands -24 8 £60,000 -7.69% 13
North East -7 2 £77,500 - 4
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 60 (10.53%) Apache Spark
2 30 (5.26%) Apache
3 29 (5.09%) Apache Airflow
4 10 (1.75%) SharePoint
5 6 (1.05%) Confluence
6 3 (0.53%) Apache Superset
6 3 (0.53%) Oracle Application Server
6 3 (0.53%) SAS
7 2 (0.35%) Palantir Foundry
8 1 (0.18%) Microsoft Exchange
8 1 (0.18%) WordPress
Applications
1 25 (4.39%) Microsoft Excel
2 19 (3.33%) Maya
3 14 (2.46%) Microsoft Office
4 3 (0.53%) Microsoft PowerPoint
4 3 (0.53%) Spreadsheet
Business Applications
1 12 (2.11%) SAP S/4HANA
2 6 (1.05%) SAP IBP
3 4 (0.70%) 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
1 314 (55.09%) Azure
2 191 (33.51%) Power Platform
3 154 (27.02%) AWS
4 107 (18.77%) Snowflake
5 91 (15.96%) Azure Data Factory
6 74 (12.98%) GCP
7 71 (12.46%) Azure Synapse Analytics
8 51 (8.95%) dbt
8 51 (8.95%) SaaS
9 45 (7.89%) Serverless
10 41 (7.19%) AWS Lambda
11 35 (6.14%) Amazon S3
12 29 (5.09%) Azure DevOps
13 21 (3.68%) Power Automate
14 19 (3.33%) GitHub
15 18 (3.16%) AWS Step Functions
16 16 (2.81%) Amazon EMR
16 16 (2.81%) Azure Cosmos DB
16 16 (2.81%) Fivetran
16 16 (2.81%) OCI
Communications & Networking
1 3 (0.53%) Broadband
2 2 (0.35%) Kerberos
Database & Business Intelligence
1 177 (31.05%) Power BI
2 139 (24.39%) Data Lake
3 95 (16.67%) SQL Server
4 52 (9.12%) Metadata
5 48 (8.42%) Tableau
6 46 (8.07%) Amazon Redshift
6 46 (8.07%) SQL Server Integration Services
7 44 (7.72%) Azure SQL Database
8 40 (7.02%) Big Data
9 37 (6.49%) PostgreSQL
10 35 (6.14%) MySQL
11 33 (5.79%) NoSQL
11 33 (5.79%) SQL Server Reporting Services
12 32 (5.61%) Relational Database
13 31 (5.44%) Azure SQL Data Warehouse
14 30 (5.26%) Data Mining
15 29 (5.09%) Hadoop
16 26 (4.56%) SQL Server Analysis Services
17 23 (4.04%) DynamoDB
18 21 (3.68%) BigQuery
Development Applications
1 41 (7.19%) Git
2 13 (2.28%) JIRA
3 11 (1.93%) Visual Studio
4 8 (1.40%) ERwin
4 8 (1.40%) PowerDesigner
5 7 (1.23%) Jenkins
6 5 (0.88%) ER Studio
6 5 (0.88%) git-flow
7 4 (0.70%) 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
1 212 (37.19%) Social Skills
2 190 (33.33%) Finance
3 133 (23.33%) Analytical Skills
4 56 (9.82%) Law
5 38 (6.67%) Public Sector
6 29 (5.09%) Banking
7 23 (4.04%) Retail
8 21 (3.68%) Inclusion and Diversity
9 20 (3.51%) Legal
10 19 (3.33%) Games
10 19 (3.33%) Marketing
11 13 (2.28%) Local Government
12 12 (2.11%) Manufacturing
13 11 (1.93%) Documentation Skills
13 11 (1.93%) Financial Institution
13 11 (1.93%) Front Office
14 9 (1.58%) Automotive
15 7 (1.23%) Telecoms
16 6 (1.05%) Advertising
16 6 (1.05%) Influencing Skills
Job Titles
1 188 (32.98%) Data Engineer
2 126 (22.11%) Senior
3 118 (20.70%) Architect
4 99 (17.37%) Data Architect
5 71 (12.46%) Senior Data Engineer
6 60 (10.53%) Developer
7 51 (8.95%) Lead
8 36 (6.32%) Analyst
9 30 (5.26%) Azure Architect
10 29 (5.09%) Azure Engineer
11 28 (4.91%) Azure Data Engineer
12 27 (4.74%) Consultant
13 26 (4.56%) Azure Data Architect
14 22 (3.86%) AWS Engineer
15 20 (3.51%) Lead Data Engineer
16 19 (3.33%) Business Intelligence Developer
17 18 (3.16%) AWS Data Engineer
18 17 (2.98%) Data Analyst
18 17 (2.98%) Data Manager
18 17 (2.98%) Senior Architect
Libraries, Frameworks & Software Standards
1 49 (8.60%) Kafka
2 39 (6.84%) PySpark
3 11 (1.93%) .NET
4 10 (1.75%) CSS
5 9 (1.58%) AngularJS
5 9 (1.58%) Middleware
5 9 (1.58%) React
5 9 (1.58%) REST
5 9 (1.58%) Spring
6 8 (1.40%) boto
6 8 (1.40%) GraphQL
6 8 (1.40%) Pandas
6 8 (1.40%) Spark Streaming
7 7 (1.23%) XML
8 6 (1.05%) AWS CDK
8 6 (1.05%) JSON
9 5 (0.88%) EDI
9 5 (0.88%) Material-UI
9 5 (0.88%) RabbitMQ
9 5 (0.88%) Web Services
Miscellaneous
1 38 (6.67%) Management Information System
2 34 (5.96%) Product Ownership
3 27 (4.74%) Enterprise Software
4 26 (4.56%) Distributed Systems
5 21 (3.68%) Data Structures
6 18 (3.16%) Cloud Native
7 16 (2.81%) Greenfield Project
8 15 (2.63%) Analytical Mindset
8 15 (2.63%) Legacy Systems
9 14 (2.46%) NHS
9 14 (2.46%) Reinsurance
10 13 (2.28%) Hybrid Cloud
10 13 (2.28%) Reference Data
11 12 (2.11%) Low-Code
12 10 (1.75%) Hedge funds
13 8 (1.40%) Blockchain
13 8 (1.40%) e-Learning
13 8 (1.40%) Self-Motivation
14 6 (1.05%) Fixed Income
14 6 (1.05%) Taxonomies
Operating Systems
1 4 (0.70%) Linux
2 3 (0.53%) Android
2 3 (0.53%) Apple iOS
2 3 (0.53%) Unix
Processes & Methodologies
1 330 (57.89%) Data Modelling
2 302 (52.98%) ETL
3 277 (48.60%) Analytics
4 250 (43.86%) Data Engineering
5 244 (42.81%) Business Intelligence
6 182 (31.93%) Data Pipeline
7 175 (30.70%) Data Governance
8 141 (24.74%) Agile
8 141 (24.74%) Problem-Solving
9 136 (23.86%) Data Integration
10 122 (21.40%) Data Architecture
11 118 (20.70%) Decision-Making
12 115 (20.18%) AI
13 109 (19.12%) Data Management
14 107 (18.77%) CI/CD
15 105 (18.42%) Mentoring
16 104 (18.25%) Data Science
17 93 (16.32%) DevOps
18 70 (12.28%) Roadmaps
19 67 (11.75%) Data Strategy
Programming Languages
1 366 (64.21%) SQL
2 243 (42.63%) Python
3 50 (8.77%) Java
4 31 (5.44%) Scala
5 28 (4.91%) Data Analysis Expressions
6 24 (4.21%) C#
7 18 (3.16%) T-SQL
8 16 (2.81%) R
9 14 (2.46%) PowerShell
10 7 (1.23%) TypeScript
11 6 (1.05%) VBA
12 5 (0.88%) JavaScript
12 5 (0.88%) PL/SQL
13 4 (0.70%) 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 65 (11.40%) Degree
2 38 (6.67%) Computer Science Degree
3 20 (3.51%) Microsoft Certification
3 20 (3.51%) Security Cleared
4 18 (3.16%) Azure Certification
5 15 (2.63%) SC Cleared
6 13 (2.28%) Master's Degree
7 12 (2.11%) AWS Certification
8 10 (1.75%) TOGAF Certification
9 9 (1.58%) PMI Certification
10 8 (1.40%) DBS Check
11 7 (1.23%) 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
1 145 (25.44%) Data Quality
2 49 (8.60%) Accessibility
3 47 (8.25%) GDPR
4 27 (4.74%) QA
5 13 (2.28%) ISO/IEC 27001
6 6 (1.05%) 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 19 (3.33%) Docker
2 9 (1.58%) HDFS
3 4 (0.70%) Active Directory
4 2 (0.35%) Firmware
5 1 (0.18%) Hyper-V
5 1 (0.18%) VMware Infrastructure
Systems Management
1 17 (2.98%) Kubernetes
1 17 (2.98%) Terraform
2 2 (0.35%) Control-M
3 1 (0.18%) Ansible
3 1 (0.18%) Microsoft Intune
3 1 (0.18%) Single Sign-On
Vendors
1 159 (27.89%) Microsoft
2 140 (24.56%) Databricks
3 49 (8.60%) Oracle
4 44 (7.72%) Informatica
5 25 (4.39%) SAP
6 22 (3.86%) Talend
7 19 (3.33%) Google
8 10 (1.75%) Dataiku
9 8 (1.40%) CrowdStrike
9 8 (1.40%) Fortinet
9 8 (1.40%) Foundry
9 8 (1.40%) MuleSoft
9 8 (1.40%) Palo Alto
9 8 (1.40%) Salesforce
10 7 (1.23%) Ariba
10 7 (1.23%) OpenAI
11 6 (1.05%) Dell
11 6 (1.05%) IBM
12 5 (0.88%) Netezza
12 5 (0.88%) Planon