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 4 March 2026, with comparisons to the same periods in the previous two years.

6 months to
4 Mar 2026
Same period 2025 Same period 2024
Rank 230 168 130
Rank change year-on-year -62 -38 -7
Permanent jobs citing Data Warehouse 557 749 1,564
As % of all permanent jobs in England 0.88% 1.83% 2.25%
As % of the Database & Business Intelligence category 9.07% 9.79% 11.99%
Number of salaries quoted 350 430 1,241
10th Percentile £46,250 £42,500 £41,250
25th Percentile £57,500 £53,000 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% -11.11%
75th Percentile £87,500 £87,500 £77,500
90th Percentile £110,000 £100,241 £100,000
UK median annual salary £70,716 £65,000 £60,000
% change year-on-year +8.79% +8.33% -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 6,139 7,650 13,044
As % of all permanent jobs advertised in England 9.75% 18.67% 18.75%
Number of salaries quoted 3,900 4,577 10,618
10th Percentile £35,000 £37,780 £35,000
25th Percentile £45,000 £48,750 £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 £76,250
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 4 March 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 4 March 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 +4 308 £83,000 +10.67% 143
South East -61 86 £72,750 +3.93% 113
North of England -69 59 £62,500 +13.64% 92
Midlands -49 49 £62,000 +3.33% 61
West Midlands -14 42 £62,000 +3.33% 39
North West -24 33 £62,500 +13.64% 45
East of England +17 28 £60,000 -14.29% 32
Yorkshire -55 25 £60,000 - 30
South West -49 18 £64,675 +17.59% 51
East Midlands -44 7 £62,500 +4.17% 21
North East -20 1 - - 18
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 53 (9.52%) Apache Spark
2 35 (6.28%) Apache Airflow
3 33 (5.92%) Apache
4 9 (1.62%) SharePoint
5 7 (1.26%) SAS
6 5 (0.90%) Confluence
7 4 (0.72%) Oracle Application Server
8 3 (0.54%) Apache Superset
9 2 (0.36%) Palantir Foundry
10 1 (0.18%) Microsoft Exchange
10 1 (0.18%) WordPress
Applications
1 28 (5.03%) Microsoft Excel
2 15 (2.69%) Maya
3 14 (2.51%) Microsoft Office
4 4 (0.72%) Microsoft PowerPoint
5 2 (0.36%) Spreadsheet
Business Applications
1 6 (1.08%) Markit EDM
1 6 (1.08%) SAP S/4HANA
2 3 (0.54%) Aladdin
2 3 (0.54%) Dynamics CRM
2 3 (0.54%) SAP IBP
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Oracle ERP
3 2 (0.36%) Payment Gateway
3 2 (0.36%) Unit4 Business World
4 1 (0.18%) Cognos Business Intelligence
4 1 (0.18%) FLEXCUBE
4 1 (0.18%) Misys Opics
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP Business One
4 1 (0.18%) SAP ERP
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 307 (55.12%) Azure
2 195 (35.01%) Power Platform
3 135 (24.24%) AWS
4 119 (21.36%) Snowflake
5 91 (16.34%) Azure Data Factory
6 71 (12.75%) Azure Synapse Analytics
7 67 (12.03%) GCP
8 60 (10.77%) dbt
9 45 (8.08%) SaaS
10 41 (7.36%) Serverless
11 39 (7.00%) AWS Lambda
12 32 (5.75%) Amazon S3
13 30 (5.39%) Azure DevOps
14 29 (5.21%) Power Automate
15 20 (3.59%) GitHub
16 18 (3.23%) PowerApps
17 16 (2.87%) Fivetran
18 15 (2.69%) AWS Step Functions
19 14 (2.51%) Amazon Kinesis
19 14 (2.51%) AWS CloudFormation
Communications & Networking
1 2 (0.36%) Kerberos
2 1 (0.18%) 4G
2 1 (0.18%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 179 (32.14%) Power BI
2 142 (25.49%) Data Lake
3 87 (15.62%) SQL Server
4 51 (9.16%) Tableau
5 50 (8.98%) Metadata
6 47 (8.44%) Amazon Redshift
7 45 (8.08%) SQL Server Integration Services
8 42 (7.54%) Azure SQL Database
9 33 (5.92%) Azure SQL Data Warehouse
10 32 (5.75%) PostgreSQL
11 31 (5.57%) MySQL
11 31 (5.57%) SQL Server Reporting Services
12 30 (5.39%) Relational Database
13 28 (5.03%) BigQuery
13 28 (5.03%) Data Mining
14 27 (4.85%) NoSQL
15 26 (4.67%) Big Data
16 25 (4.49%) SQL Server Analysis Services
17 21 (3.77%) Star Schema
18 20 (3.59%) Snowflake Schema
Development Applications
1 41 (7.36%) Git
2 14 (2.51%) Visual Studio
3 11 (1.97%) JIRA
4 8 (1.44%) ERwin
4 8 (1.44%) PowerDesigner
5 6 (1.08%) Jenkins
6 5 (0.90%) ER Studio
6 5 (0.90%) git-flow
7 4 (0.72%) MLflow
8 3 (0.54%) GitLab
8 3 (0.54%) Selenium
8 3 (0.54%) SQL Server Management Studio (SSMS)
9 2 (0.36%) Bitbucket
9 2 (0.36%) DBeaver
9 2 (0.36%) JMeter
9 2 (0.36%) LoadRunner
9 2 (0.36%) REST Assured
9 2 (0.36%) Subversion
9 2 (0.36%) TestRail
10 1 (0.18%) SonarQube
General
1 195 (35.01%) Social Skills
2 181 (32.50%) Finance
3 132 (23.70%) Analytical Skills
4 40 (7.18%) Public Sector
5 37 (6.64%) Law
6 27 (4.85%) Banking
7 21 (3.77%) Inclusion and Diversity
8 20 (3.59%) Retail
9 18 (3.23%) Marketing
10 15 (2.69%) Games
11 14 (2.51%) Legal
12 13 (2.33%) Documentation Skills
13 12 (2.15%) Local Government
14 9 (1.62%) Front Office
15 8 (1.44%) Financial Institution
15 8 (1.44%) Influencing Skills
15 8 (1.44%) Manufacturing
16 6 (1.08%) Advertising
16 6 (1.08%) Automotive
16 6 (1.08%) Billing
Job Titles
1 181 (32.50%) Data Engineer
2 115 (20.65%) Senior
3 114 (20.47%) Architect
4 95 (17.06%) Data Architect
5 64 (11.49%) Senior Data Engineer
6 55 (9.87%) Developer
7 49 (8.80%) Lead
8 37 (6.64%) Analyst
9 29 (5.21%) Azure Architect
10 26 (4.67%) Azure Engineer
10 26 (4.67%) Consultant
11 25 (4.49%) Azure Data Architect
11 25 (4.49%) Azure Data Engineer
12 22 (3.95%) AWS Engineer
13 19 (3.41%) Data Manager
14 18 (3.23%) AWS Data Engineer
14 18 (3.23%) Business Intelligence Developer
15 17 (3.05%) Lead Data Engineer
15 17 (3.05%) Senior Architect
16 16 (2.87%) Data Analyst
Libraries, Frameworks & Software Standards
1 42 (7.54%) Kafka
2 40 (7.18%) PySpark
3 10 (1.80%) .NET
3 10 (1.80%) CSS
4 9 (1.62%) Middleware
4 9 (1.62%) Pandas
4 9 (1.62%) React
5 8 (1.44%) REST
6 7 (1.26%) AngularJS
6 7 (1.26%) XML
7 6 (1.08%) GraphQL
7 6 (1.08%) JSON
7 6 (1.08%) Spring
8 5 (0.90%) AWS CDK
8 5 (0.90%) boto
8 5 (0.90%) EDI
8 5 (0.90%) Material-UI
8 5 (0.90%) RabbitMQ
8 5 (0.90%) Spark Streaming
9 4 (0.72%) HTML
Miscellaneous
1 34 (6.10%) Management Information System
2 29 (5.21%) Product Ownership
3 23 (4.13%) Enterprise Software
4 22 (3.95%) Data Structures
5 21 (3.77%) Analytical Mindset
5 21 (3.77%) Cloud Native
6 17 (3.05%) Distributed Systems
7 16 (2.87%) Greenfield Project
8 15 (2.69%) Legacy Systems
8 15 (2.69%) Low-Code
9 13 (2.33%) NHS
10 11 (1.97%) Reference Data
10 11 (1.97%) Reinsurance
11 10 (1.80%) Hybrid Cloud
12 8 (1.44%) Blockchain
12 8 (1.44%) Hedge funds
12 8 (1.44%) Onboarding
13 6 (1.08%) Fixed Income
13 6 (1.08%) Replication
13 6 (1.08%) Taxonomies
Operating Systems
1 4 (0.72%) Linux
2 3 (0.54%) Android
2 3 (0.54%) Apple iOS
3 1 (0.18%) Unix
Processes & Methodologies
1 320 (57.45%) Data Modelling
2 296 (53.14%) ETL
3 282 (50.63%) Analytics
4 248 (44.52%) Business Intelligence
5 237 (42.55%) Data Engineering
6 177 (31.78%) Data Governance
7 176 (31.60%) Data Pipeline
8 145 (26.03%) Problem-Solving
9 134 (24.06%) Agile
10 126 (22.62%) Data Integration
11 124 (22.26%) Decision-Making
12 123 (22.08%) Data Architecture
13 115 (20.65%) Data Management
14 114 (20.47%) AI
15 105 (18.85%) CI/CD
16 102 (18.31%) Mentoring
17 100 (17.95%) Data Science
18 87 (15.62%) DevOps
19 65 (11.67%) Continuous Improvement
19 65 (11.67%) Migration
Programming Languages
1 359 (64.45%) SQL
2 238 (42.73%) Python
3 40 (7.18%) Java
4 26 (4.67%) Data Analysis Expressions
5 24 (4.31%) C#
6 22 (3.95%) Scala
7 18 (3.23%) R
8 14 (2.51%) T-SQL
9 13 (2.33%) PowerShell
10 7 (1.26%) TypeScript
11 6 (1.08%) VBA
12 5 (0.90%) JavaScript
13 4 (0.72%) ANSI SQL
13 4 (0.72%) PL/SQL
14 3 (0.54%) Kotlin
14 3 (0.54%) Swift
15 2 (0.36%) Bicep
16 1 (0.18%) Bash
16 1 (0.18%) PHP
Qualifications
1 67 (12.03%) Degree
2 34 (6.10%) Computer Science Degree
3 22 (3.95%) Security Cleared
4 19 (3.41%) Microsoft Certification
5 18 (3.23%) Azure Certification
6 16 (2.87%) SC Cleared
7 12 (2.15%) Master's Degree
8 11 (1.97%) AWS Certification
9 10 (1.80%) DBS Check
10 7 (1.26%) AWS Certified Solutions Architect
11 6 (1.08%) PMI Certification
11 6 (1.08%) TOGAF Certification
12 5 (0.90%) BPSS Clearance
12 5 (0.90%) CITP
12 5 (0.90%) SAP Certification
13 4 (0.72%) SnowPro
14 3 (0.54%) DV Cleared
14 3 (0.54%) HND
14 3 (0.54%) PMP
15 2 (0.36%) MCSE
Quality Assurance & Compliance
1 154 (27.65%) Data Quality
2 51 (9.16%) Accessibility
3 40 (7.18%) GDPR
4 20 (3.59%) QA
5 11 (1.97%) ISO/IEC 27001
6 6 (1.08%) NIST
7 5 (0.90%) California Consumer Privacy Act
7 5 (0.90%) GRC
7 5 (0.90%) HIPAA
7 5 (0.90%) Sarbanes-Oxley
8 3 (0.54%) Solvency II
9 2 (0.36%) IFRS
9 2 (0.36%) IFRS 17
9 2 (0.36%) SEPA
9 2 (0.36%) SLA
10 1 (0.18%) Actionable Recommendations
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 22 (3.95%) Docker
2 6 (1.08%) HDFS
3 4 (0.72%) Active Directory
4 1 (0.18%) Hyper-V
4 1 (0.18%) VMware Infrastructure
Systems Management
1 22 (3.95%) Terraform
2 18 (3.23%) Kubernetes
3 4 (0.72%) Control-M
4 1 (0.18%) Ansible
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 162 (29.08%) Microsoft
2 136 (24.42%) Databricks
3 46 (8.26%) Informatica
4 43 (7.72%) Oracle
5 22 (3.95%) Google
6 19 (3.41%) SAP
6 19 (3.41%) Talend
7 9 (1.62%) Dataiku
7 9 (1.62%) Dell
8 8 (1.44%) CrowdStrike
8 8 (1.44%) Fortinet
8 8 (1.44%) Foundry
8 8 (1.44%) Palo Alto
9 7 (1.26%) IBM
9 7 (1.26%) MuleSoft
9 7 (1.26%) OpenAI
9 7 (1.26%) Salesforce
10 6 (1.08%) Teradata
11 5 (0.90%) Netezza
11 5 (0.90%) Planon