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

6 months to
28 Feb 2026
Same period 2025 Same period 2024
Rank 237 172 127
Rank change year-on-year -65 -45 -4
Permanent jobs citing Data Warehouse 556 756 1,558
As % of all permanent jobs in England 0.90% 1.78% 2.32%
As % of the Database & Business Intelligence category 9.17% 9.62% 12.21%
Number of salaries quoted 351 431 1,258
10th Percentile £47,500 £43,750 £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 £87,174 £77,500
90th Percentile £110,000 £100,000 £100,000
UK median annual salary £70,932 £65,000 £60,000
% change year-on-year +9.13% +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 6,065 7,855 12,760
As % of all permanent jobs advertised in England 9.81% 18.48% 19.01%
Number of salaries quoted 3,870 4,626 10,450
10th Percentile £35,000 £38,750 £35,000
25th Percentile £45,000 £49,029 £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 £77,000
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 28 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 28 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 -5 311 £83,500 +11.33% 101
South East -56 83 £70,000 - 82
North of England -50 55 £62,500 +13.64% 65
Midlands -37 52 £62,000 +3.33% 51
West Midlands -12 45 £62,000 +3.33% 40
North West -25 31 £63,750 +15.91% 30
East of England +22 28 £60,000 -14.29% 10
Yorkshire -50 23 £60,000 - 22
South West -33 18 £64,675 +20.33% 26
East Midlands -38 7 £62,500 -3.85% 11
North East -13 1 - - 14
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 (9.53%) Apache Spark
2 36 (6.47%) Apache Airflow
3 33 (5.94%) 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 (5.04%) Microsoft Excel
2 16 (2.88%) Maya
3 14 (2.52%) Microsoft Office
4 4 (0.72%) Microsoft PowerPoint
5 3 (0.54%) 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%) 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
1 305 (54.86%) Azure
2 194 (34.89%) Power Platform
3 136 (24.46%) AWS
4 119 (21.40%) Snowflake
5 94 (16.91%) Azure Data Factory
6 73 (13.13%) Azure Synapse Analytics
7 66 (11.87%) GCP
8 60 (10.79%) dbt
9 46 (8.27%) SaaS
10 42 (7.55%) Serverless
11 40 (7.19%) AWS Lambda
12 32 (5.76%) Amazon S3
13 28 (5.04%) Azure DevOps
13 28 (5.04%) Power Automate
14 20 (3.60%) GitHub
15 17 (3.06%) PowerApps
16 16 (2.88%) AWS Step Functions
16 16 (2.88%) Fivetran
16 16 (2.88%) OCI
17 15 (2.70%) Amazon Kinesis
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
1 178 (32.01%) Power BI
2 143 (25.72%) Data Lake
3 90 (16.19%) SQL Server
4 51 (9.17%) Tableau
5 49 (8.81%) Metadata
6 46 (8.27%) Amazon Redshift
6 46 (8.27%) SQL Server Integration Services
7 43 (7.73%) Azure SQL Database
8 34 (6.12%) Azure SQL Data Warehouse
9 31 (5.58%) SQL Server Reporting Services
10 30 (5.40%) PostgreSQL
11 29 (5.22%) MySQL
12 28 (5.04%) Data Mining
13 27 (4.86%) Big Data
14 26 (4.68%) BigQuery
14 26 (4.68%) NoSQL
14 26 (4.68%) Relational Database
14 26 (4.68%) SQL Server Analysis Services
15 21 (3.78%) Hadoop
15 21 (3.78%) Snowflake Schema
Development Applications
1 40 (7.19%) Git
2 14 (2.52%) Visual Studio
3 11 (1.98%) 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
1 196 (35.25%) Social Skills
2 179 (32.19%) Finance
3 134 (24.10%) Analytical Skills
4 41 (7.37%) Law
4 41 (7.37%) Public Sector
5 27 (4.86%) Banking
6 21 (3.78%) Inclusion and Diversity
7 20 (3.60%) Retail
8 18 (3.24%) Marketing
9 16 (2.88%) Games
10 15 (2.70%) Legal
11 13 (2.34%) Documentation Skills
11 13 (2.34%) Local Government
12 9 (1.62%) Financial Institution
12 9 (1.62%) Front Office
13 8 (1.44%) Influencing Skills
13 8 (1.44%) Manufacturing
14 6 (1.08%) Advertising
14 6 (1.08%) Automotive
14 6 (1.08%) Billing
Job Titles
1 183 (32.91%) Data Engineer
2 116 (20.86%) Architect
3 115 (20.68%) Senior
4 97 (17.45%) Data Architect
5 65 (11.69%) Senior Data Engineer
6 54 (9.71%) Developer
7 48 (8.63%) Lead
8 36 (6.47%) Analyst
9 29 (5.22%) Azure Architect
10 26 (4.68%) Azure Engineer
10 26 (4.68%) Consultant
11 25 (4.50%) Azure Data Architect
11 25 (4.50%) Azure Data Engineer
12 23 (4.14%) AWS Engineer
13 19 (3.42%) AWS Data Engineer
13 19 (3.42%) Business Intelligence Developer
14 17 (3.06%) Lead Data Engineer
14 17 (3.06%) Senior Architect
15 16 (2.88%) Data Manager
16 15 (2.70%) Data Analyst
Libraries, Frameworks & Software Standards
1 43 (7.73%) Kafka
2 40 (7.19%) 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 7 (1.26%) AngularJS
5 7 (1.26%) REST
5 7 (1.26%) XML
6 6 (1.08%) boto
6 6 (1.08%) GraphQL
6 6 (1.08%) JSON
6 6 (1.08%) Spark Streaming
6 6 (1.08%) Spring
7 5 (0.90%) AWS CDK
7 5 (0.90%) EDI
7 5 (0.90%) Material-UI
7 5 (0.90%) RabbitMQ
8 4 (0.72%) HTML
Miscellaneous
1 32 (5.76%) Management Information System
2 30 (5.40%) Product Ownership
3 24 (4.32%) Enterprise Software
4 22 (3.96%) Analytical Mindset
4 22 (3.96%) Data Structures
5 20 (3.60%) Cloud Native
6 18 (3.24%) Distributed Systems
7 17 (3.06%) Greenfield Project
8 15 (2.70%) Legacy Systems
8 15 (2.70%) Low-Code
9 14 (2.52%) NHS
10 11 (1.98%) Reference Data
10 11 (1.98%) 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%) e-Learning
13 6 (1.08%) Fixed Income
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
1 323 (58.09%) Data Modelling
2 294 (52.88%) ETL
3 283 (50.90%) Analytics
4 247 (44.42%) Business Intelligence
5 240 (43.17%) Data Engineering
6 178 (32.01%) Data Governance
6 178 (32.01%) Data Pipeline
7 144 (25.90%) Problem-Solving
8 134 (24.10%) Agile
9 126 (22.66%) Data Integration
9 126 (22.66%) Decision-Making
10 125 (22.48%) Data Architecture
11 117 (21.04%) AI
12 112 (20.14%) Data Management
13 105 (18.88%) CI/CD
14 103 (18.53%) Mentoring
15 99 (17.81%) Data Science
16 88 (15.83%) DevOps
17 66 (11.87%) Migration
18 65 (11.69%) Continuous Improvement
Programming Languages
1 358 (64.39%) SQL
2 239 (42.99%) Python
3 41 (7.37%) Java
4 25 (4.50%) Data Analysis Expressions
5 24 (4.32%) C#
6 22 (3.96%) Scala
7 18 (3.24%) R
8 14 (2.52%) T-SQL
9 13 (2.34%) PowerShell
10 7 (1.26%) TypeScript
11 6 (1.08%) VBA
12 5 (0.90%) JavaScript
12 5 (0.90%) PL/SQL
13 4 (0.72%) ANSI SQL
14 3 (0.54%) Kotlin
14 3 (0.54%) Swift
15 1 (0.18%) Bash
15 1 (0.18%) Bicep
15 1 (0.18%) PHP
Qualifications
1 64 (11.51%) Degree
2 34 (6.12%) Computer Science Degree
3 22 (3.96%) Security Cleared
4 19 (3.42%) Microsoft Certification
5 18 (3.24%) Azure Certification
6 16 (2.88%) SC Cleared
7 12 (2.16%) Master's Degree
8 11 (1.98%) AWS Certification
9 10 (1.80%) DBS Check
10 8 (1.44%) TOGAF Certification
11 7 (1.26%) AWS Certified Solutions Architect
12 6 (1.08%) PMI Certification
13 5 (0.90%) CITP
13 5 (0.90%) SAP Certification
14 4 (0.72%) SnowPro
15 3 (0.54%) DV Cleared
15 3 (0.54%) PMP
16 2 (0.36%) MCSE
16 2 (0.36%) Oracle Certification
17 1 (0.18%) MCSA
Quality Assurance & Compliance
1 150 (26.98%) Data Quality
2 51 (9.17%) Accessibility
3 41 (7.37%) GDPR
4 20 (3.60%) QA
5 11 (1.98%) 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 2 (0.36%) IFRS
8 2 (0.36%) IFRS 17
8 2 (0.36%) SEPA
8 2 (0.36%) 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 (3.96%) Docker
2 7 (1.26%) HDFS
3 4 (0.72%) Active Directory
4 1 (0.18%) Hyper-V
4 1 (0.18%) VMware Infrastructure
Systems Management
1 21 (3.78%) Terraform
2 18 (3.24%) 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
1 160 (28.78%) Microsoft
2 138 (24.82%) Databricks
3 46 (8.27%) Informatica
4 45 (8.09%) Oracle
5 20 (3.60%) Google
6 19 (3.42%) SAP
6 19 (3.42%) 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%) MuleSoft
9 7 (1.26%) OpenAI
9 7 (1.26%) Salesforce
10 6 (1.08%) Teradata
11 5 (0.90%) IBM
11 5 (0.90%) Netezza
11 5 (0.90%) Planon