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

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 238 170 138
Rank change year-on-year -68 -32 -15
Permanent jobs citing Data Warehouse 568 707 1,619
As % of all permanent jobs in England 0.86% 1.84% 2.17%
As % of the Database & Business Intelligence category 9.09% 9.79% 11.74%
Number of salaries quoted 356 421 1,265
10th Percentile £46,177 £42,250 £41,250
25th Percentile £56,250 £52,500 £45,000
Median annual salary (50th Percentile) £70,716 £65,000 £60,000
Median % change year-on-year +8.79% +8.33% -11.11%
75th Percentile £87,500 £87,000 £80,000
90th Percentile £108,750 £100,000 £100,000
UK median annual salary £70,993 £65,000 £60,000
% change year-on-year +9.22% +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 6,246 7,223 13,793
As % of all permanent jobs advertised in England 9.43% 18.82% 18.46%
Number of salaries quoted 3,918 4,686 11,082
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,509
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £80,000 £87,500 £76,250
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £62,779 £57,500
% change year-on-year -4.43% +9.18% -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 18 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 18 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 +3 302 £83,000 +10.67% 140
South East -45 92 £73,025 +4.32% 91
North of England -83 59 £62,500 +8.70% 69
Midlands -53 52 £62,000 +7.83% 54
West Midlands -23 43 £62,000 +3.33% 38
East of England +4 35 £62,500 -10.71% 15
North West -34 31 £63,750 +15.91% 33
Yorkshire -67 26 £62,500 +8.70% 24
South West -66 16 £65,000 +18.18% 31
East Midlands -48 9 £47,500 -2.06% 16
North East -23 2 £45,000 -26.83% 13
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 (9.51%) Apache Spark
2 48 (8.45%) Apache Airflow
3 29 (5.11%) Apache
4 9 (1.58%) SharePoint
5 7 (1.23%) Confluence
6 6 (1.06%) Oracle Application Server
6 6 (1.06%) SAS
7 3 (0.53%) Apache Superset
8 2 (0.35%) Palantir Foundry
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 26 (4.58%) Microsoft Excel
2 11 (1.94%) Microsoft Office
3 10 (1.76%) Maya
4 4 (0.70%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 6 (1.06%) Markit EDM
2 4 (0.70%) Oracle ERP
3 3 (0.53%) Aladdin
3 3 (0.53%) FLEXCUBE
3 3 (0.53%) Misys Opics
4 2 (0.35%) IBM Planning Analytics
4 2 (0.35%) Unit4 Business World
5 1 (0.18%) Cognos Business Intelligence
5 1 (0.18%) Dynamics CRM
5 1 (0.18%) Oracle Financials
5 1 (0.18%) SAP S/4HANA
5 1 (0.18%) SimCorp Dimension
5 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 311 (54.75%) Azure
2 203 (35.74%) Power Platform
3 139 (24.47%) Snowflake
4 137 (24.12%) AWS
5 91 (16.02%) Azure Data Factory
6 80 (14.08%) Azure Synapse Analytics
7 70 (12.32%) dbt
7 70 (12.32%) GCP
8 37 (6.51%) SaaS
8 37 (6.51%) Serverless
9 32 (5.63%) AWS Lambda
10 29 (5.11%) Azure DevOps
10 29 (5.11%) Power Automate
11 27 (4.75%) Amazon S3
12 20 (3.52%) GitHub
13 16 (2.82%) Fivetran
13 16 (2.82%) PowerApps
14 15 (2.64%) Matillion
15 13 (2.29%) Amazon Kinesis
16 12 (2.11%) Amazon EMR
Communications & Networking
1 2 (0.35%) Kerberos
2 1 (0.18%) 4G
2 1 (0.18%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 190 (33.45%) Power BI
2 151 (26.58%) Data Lake
3 82 (14.44%) SQL Server
4 64 (11.27%) Tableau
5 54 (9.51%) Amazon Redshift
6 47 (8.27%) Metadata
7 42 (7.39%) SQL Server Integration Services
8 41 (7.22%) BigQuery
9 40 (7.04%) Azure SQL Database
10 31 (5.46%) PostgreSQL
11 30 (5.28%) Azure SQL Data Warehouse
11 30 (5.28%) MySQL
12 29 (5.11%) Snowflake Schema
12 29 (5.11%) SQL Server Reporting Services
13 28 (4.93%) Relational Database
14 27 (4.75%) NoSQL
15 25 (4.40%) Data Mining
16 23 (4.05%) Star Schema
17 22 (3.87%) Big Data
18 21 (3.70%) SQL Server Analysis Services
Development Applications
1 38 (6.69%) Git
2 17 (2.99%) Visual Studio
3 15 (2.64%) MLflow
4 10 (1.76%) JIRA
5 8 (1.41%) ERwin
5 8 (1.41%) PowerDesigner
6 5 (0.88%) ER Studio
6 5 (0.88%) git-flow
7 4 (0.70%) Jenkins
8 3 (0.53%) GitLab
8 3 (0.53%) SQL Server Management Studio (SSMS)
9 2 (0.35%) DBeaver
10 1 (0.18%) Oracle APEX
10 1 (0.18%) Selenium
10 1 (0.18%) SonarQube
10 1 (0.18%) Team Foundation Server
10 1 (0.18%) TestDirector
10 1 (0.18%) Zephyr
General
1 181 (31.87%) Social Skills
2 176 (30.99%) Finance
3 134 (23.59%) Analytical Skills
4 36 (6.34%) Public Sector
5 31 (5.46%) Law
6 27 (4.75%) Banking
7 21 (3.70%) Inclusion and Diversity
8 17 (2.99%) Retail
9 14 (2.46%) Documentation Skills
10 13 (2.29%) Marketing
11 11 (1.94%) Legal
12 10 (1.76%) Games
12 10 (1.76%) Local Government
13 8 (1.41%) Front Office
13 8 (1.41%) Influencing Skills
14 7 (1.23%) Retail Banking
15 6 (1.06%) Advertising
16 5 (0.88%) Billing
16 5 (0.88%) Financial Institution
17 4 (0.70%) Manufacturing
Job Titles
1 178 (31.34%) Data Engineer
2 114 (20.07%) Architect
2 114 (20.07%) Senior
3 97 (17.08%) Data Architect
4 55 (9.68%) Developer
5 53 (9.33%) Senior Data Engineer
6 51 (8.98%) Lead
7 38 (6.69%) Analyst
8 31 (5.46%) Azure Architect
9 25 (4.40%) Azure Data Architect
9 25 (4.40%) Azure Engineer
10 24 (4.23%) Consultant
11 23 (4.05%) Azure Data Engineer
12 21 (3.70%) Business Intelligence Developer
13 20 (3.52%) Data Manager
14 19 (3.35%) AWS Engineer
15 18 (3.17%) Lead Data Engineer
16 17 (2.99%) Data Analyst
17 16 (2.82%) Senior Architect
18 15 (2.64%) AWS Data Engineer
Libraries, Frameworks & Software Standards
1 48 (8.45%) Kafka
2 42 (7.39%) PySpark
3 13 (2.29%) LangChain
3 13 (2.29%) PyTorch
3 13 (2.29%) scikit-learn
3 13 (2.29%) TensorFlow
4 10 (1.76%) CSS
5 9 (1.58%) LlamaIndex
5 9 (1.58%) Pandas
5 9 (1.58%) pgvector
5 9 (1.58%) React
6 7 (1.23%) .NET
7 6 (1.06%) AngularJS
7 6 (1.06%) JSON
7 6 (1.06%) Middleware
7 6 (1.06%) REST
8 5 (0.88%) EDI
8 5 (0.88%) RabbitMQ
8 5 (0.88%) Spring
8 5 (0.88%) XML
Miscellaneous
1 34 (5.99%) Management Information System
2 33 (5.81%) Cloud Native
3 27 (4.75%) Product Ownership
4 23 (4.05%) Data Structures
5 21 (3.70%) Analytical Mindset
6 18 (3.17%) Enterprise Software
7 14 (2.46%) Greenfield Project
7 14 (2.46%) Legacy Systems
8 13 (2.29%) Distributed Systems
8 13 (2.29%) Low-Code
9 11 (1.94%) NHS
10 9 (1.58%) Clustering
10 9 (1.58%) Hybrid Cloud
10 9 (1.58%) Onboarding
10 9 (1.58%) Public Cloud
10 9 (1.58%) Reference Data
10 9 (1.58%) Replication
11 8 (1.41%) Reinsurance
12 7 (1.23%) Hedge funds
13 6 (1.06%) Taxonomies
Operating Systems
1 2 (0.35%) Linux
2 1 (0.18%) Unix
Processes & Methodologies
1 329 (57.92%) Data Modelling
2 303 (53.35%) Analytics
3 297 (52.29%) ETL
4 265 (46.65%) Business Intelligence
5 243 (42.78%) Data Engineering
6 183 (32.22%) Data Governance
7 174 (30.63%) Data Pipeline
8 135 (23.77%) AI
9 131 (23.06%) Data Management
9 131 (23.06%) Problem-Solving
10 127 (22.36%) Decision-Making
11 123 (21.65%) Data Architecture
11 123 (21.65%) Data Integration
12 120 (21.13%) Agile
13 112 (19.72%) Data Science
14 102 (17.96%) CI/CD
15 93 (16.37%) Mentoring
16 73 (12.85%) DevOps
17 69 (12.15%) Visualisation
18 65 (11.44%) Machine Learning
Programming Languages
1 370 (65.14%) SQL
2 251 (44.19%) Python
3 31 (5.46%) Java
4 23 (4.05%) Data Analysis Expressions
5 19 (3.35%) R
6 17 (2.99%) C#
7 15 (2.64%) Scala
8 12 (2.11%) PowerShell
9 11 (1.94%) T-SQL
10 7 (1.23%) TypeScript
11 6 (1.06%) PL/SQL
11 6 (1.06%) VBA
12 5 (0.88%) JavaScript
13 4 (0.70%) ANSI SQL
14 3 (0.53%) Julia
15 2 (0.35%) Bicep
16 1 (0.18%) Bash
16 1 (0.18%) PHP
Qualifications
1 72 (12.68%) Degree
2 35 (6.16%) Computer Science Degree
3 23 (4.05%) Security Cleared
4 18 (3.17%) Microsoft Certification
5 17 (2.99%) Azure Certification
6 16 (2.82%) SC Cleared
7 13 (2.29%) DBS Check
7 13 (2.29%) Master's Degree
8 9 (1.58%) AWS Certification
9 7 (1.23%) BPSS Clearance
10 6 (1.06%) AWS Certified Solutions Architect
10 6 (1.06%) TOGAF Certification
11 5 (0.88%) CITP
12 4 (0.70%) SnowPro
13 3 (0.53%) DV Cleared
13 3 (0.53%) HND
13 3 (0.53%) PMI Certification
13 3 (0.53%) PMP
13 3 (0.53%) SAP Certification
14 2 (0.35%) MCSE
Quality Assurance & Compliance
1 161 (28.35%) Data Quality
2 51 (8.98%) Accessibility
3 43 (7.57%) GDPR
4 15 (2.64%) QA
5 14 (2.46%) California Consumer Privacy Act
6 10 (1.76%) ISO/IEC 27001
7 6 (1.06%) NIST
8 5 (0.88%) GRC
8 5 (0.88%) HIPAA
8 5 (0.88%) Sarbanes-Oxley
9 3 (0.53%) Solvency II
10 2 (0.35%) IFRS
10 2 (0.35%) IFRS 17
10 2 (0.35%) SLA
11 1 (0.18%) Actionable Recommendations
11 1 (0.18%) MiFID
11 1 (0.18%) NCSC
11 1 (0.18%) PERC
11 1 (0.18%) SOC 2
11 1 (0.18%) Software Quality Assurance
System Software
1 20 (3.52%) Docker
2 4 (0.70%) Active Directory
3 3 (0.53%) HDFS
4 1 (0.18%) Hyper-V
4 1 (0.18%) VMware Infrastructure
Systems Management
1 25 (4.40%) Terraform
2 19 (3.35%) Kubernetes
3 4 (0.70%) Control-M
4 3 (0.53%) Ansible
5 1 (0.18%) Microsoft Intune
5 1 (0.18%) Single Sign-On
Vendors
1 159 (27.99%) Databricks
2 158 (27.82%) Microsoft
3 52 (9.15%) Informatica
4 38 (6.69%) Oracle
5 25 (4.40%) Dell
5 25 (4.40%) Google
6 19 (3.35%) Talend
7 13 (2.29%) SAP
7 13 (2.29%) Teradata
8 12 (2.11%) Denodo
9 9 (1.58%) Cloudera
9 9 (1.58%) OpenAI
10 8 (1.41%) CrowdStrike
10 8 (1.41%) Fortinet
10 8 (1.41%) Foundry
10 8 (1.41%) Palo Alto
10 8 (1.41%) Salesforce
11 7 (1.23%) Dataiku
11 7 (1.23%) IBM
12 6 (1.06%) MuleSoft