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 1 April 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Apr 2026
Same period 2025 Same period 2024
Rank 236 162 140
Rank change year-on-year -74 -22 -17
Permanent jobs citing Data Warehouse 582 706 1,615
As % of all permanent jobs in England 0.83% 1.93% 2.07%
As % of the Database & Business Intelligence category 8.84% 10.29% 11.44%
Number of salaries quoted 356 438 1,258
10th Percentile £46,177 £41,250 £41,250
25th Percentile £56,250 £52,500 £45,000
Median annual salary (50th Percentile) £71,039 £65,000 £60,000
Median % change year-on-year +9.29% +8.33% -11.11%
75th Percentile £87,500 £86,042 £80,000
90th Percentile £106,250 £100,723 £100,000
UK median annual salary £72,500 £65,000 £60,000
% change year-on-year +11.54% +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 6,583 6,864 14,119
As % of all permanent jobs advertised in England 9.35% 18.78% 18.06%
Number of salaries quoted 4,091 4,705 11,256
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,448
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 £77,100
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £64,500 £57,500
% change year-on-year -6.98% +12.17% -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 1 April 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 1 April 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 -3 303 £83,500 +11.33% 117
South East -70 95 £70,775 +1.11% 76
North of England -83 58 £65,000 +13.04% 73
Midlands -64 53 £62,000 +7.83% 57
East of England +3 46 £67,500 +3.85% 26
West Midlands -38 42 £62,250 +3.75% 34
North West -40 27 £65,000 +18.18% 32
Yorkshire -69 25 £63,750 +10.87% 26
South West -79 14 £67,876 +19.08% 25
East Midlands -54 11 £47,500 -3.55% 23
North East -23 6 £45,000 -41.94% 16
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 65 (11.17%) Apache Spark
2 64 (11.00%) Apache Airflow
3 28 (4.81%) Apache
4 7 (1.20%) Confluence
4 7 (1.20%) SharePoint
5 6 (1.03%) Oracle Application Server
5 6 (1.03%) SAS
6 3 (0.52%) Apache Superset
7 2 (0.34%) Palantir Foundry
8 1 (0.17%) CMS
8 1 (0.17%) Microsoft Exchange
8 1 (0.17%) WordPress
Applications
1 23 (3.95%) Microsoft Excel
2 10 (1.72%) Microsoft Office
3 7 (1.20%) Maya
4 4 (0.69%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 4 (0.69%) Oracle ERP
2 3 (0.52%) Aladdin
2 3 (0.52%) FLEXCUBE
2 3 (0.52%) Markit EDM
2 3 (0.52%) Misys Opics
3 2 (0.34%) IBM Planning Analytics
3 2 (0.34%) Unit4 Business World
4 1 (0.17%) Cognos Business Intelligence
4 1 (0.17%) Oracle Financials
4 1 (0.17%) SAP S/4HANA
4 1 (0.17%) SimCorp Dimension
4 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 325 (55.84%) Azure
2 207 (35.57%) Power Platform
3 160 (27.49%) Snowflake
4 146 (25.09%) AWS
5 94 (16.15%) Azure Data Factory
6 93 (15.98%) Azure Synapse Analytics
7 87 (14.95%) dbt
8 85 (14.60%) GCP
9 35 (6.01%) Serverless
10 33 (5.67%) SaaS
11 29 (4.98%) Power Automate
12 28 (4.81%) AWS Lambda
13 25 (4.30%) Azure DevOps
14 23 (3.95%) Amazon S3
15 17 (2.92%) GitHub
15 17 (2.92%) PowerApps
16 15 (2.58%) Fivetran
17 14 (2.41%) Matillion
18 13 (2.23%) Amazon Kinesis
19 11 (1.89%) PaaS
Communications & Networking
1 2 (0.34%) Kerberos
2 1 (0.17%) 4G
2 1 (0.17%) 5G
2 1 (0.17%) Broadband
Database & Business Intelligence
1 192 (32.99%) Power BI
2 176 (30.24%) Data Lake
3 79 (13.57%) Tableau
4 76 (13.06%) SQL Server
5 64 (11.00%) Amazon Redshift
6 55 (9.45%) BigQuery
7 44 (7.56%) Metadata
8 42 (7.22%) Snowflake Schema
9 39 (6.70%) Azure SQL Database
9 39 (6.70%) SQL Server Integration Services
10 35 (6.01%) Looker
11 28 (4.81%) PostgreSQL
12 27 (4.64%) Azure SQL Data Warehouse
12 27 (4.64%) MySQL
12 27 (4.64%) Relational Database
13 24 (4.12%) NoSQL
13 24 (4.12%) SQL Server Reporting Services
14 23 (3.95%) Elasticsearch
15 22 (3.78%) Star Schema
16 21 (3.61%) Data Mining
Development Applications
1 35 (6.01%) Git
2 29 (4.98%) MLflow
3 17 (2.92%) Visual Studio
4 9 (1.55%) ERwin
4 9 (1.55%) JIRA
4 9 (1.55%) PowerDesigner
5 5 (0.86%) ER Studio
6 4 (0.69%) git-flow
6 4 (0.69%) Jenkins
6 4 (0.69%) SQL Server Management Studio (SSMS)
7 3 (0.52%) GitLab
8 2 (0.34%) DBeaver
9 1 (0.17%) Oracle APEX
9 1 (0.17%) Selenium
9 1 (0.17%) SonarQube
9 1 (0.17%) Team Foundation Server
9 1 (0.17%) TestDirector
9 1 (0.17%) Zephyr
General
1 177 (30.41%) Finance
2 171 (29.38%) Social Skills
3 149 (25.60%) Analytical Skills
4 29 (4.98%) Public Sector
5 25 (4.30%) Banking
6 24 (4.12%) Inclusion and Diversity
6 24 (4.12%) Law
7 15 (2.58%) Retail
8 14 (2.41%) Documentation Skills
9 11 (1.89%) Marketing
10 10 (1.72%) Legal
11 8 (1.37%) Influencing Skills
12 7 (1.20%) Advertising
12 7 (1.20%) Games
12 7 (1.20%) Local Government
12 7 (1.20%) Retail Banking
13 6 (1.03%) Front Office
14 5 (0.86%) Billing
14 5 (0.86%) Financial Institution
15 4 (0.69%) Manufacturing
Job Titles
1 180 (30.93%) Data Engineer
2 120 (20.62%) Senior
3 110 (18.90%) Architect
4 92 (15.81%) Data Architect
5 51 (8.76%) Developer
5 51 (8.76%) Lead
5 51 (8.76%) Senior Data Engineer
6 38 (6.53%) Analyst
7 29 (4.98%) Azure Architect
7 29 (4.98%) Azure Engineer
8 25 (4.30%) Azure Data Engineer
8 25 (4.30%) Data Management Specialist
9 24 (4.12%) Product Specialist
10 23 (3.95%) Azure Data Architect
10 23 (3.95%) Business Intelligence Developer
10 23 (3.95%) Senior Systems Engineer
10 23 (3.95%) Systems Engineer
11 21 (3.61%) Lead Data Engineer
12 20 (3.44%) Consultant
12 20 (3.44%) Data Manager
Libraries, Frameworks & Software Standards
1 61 (10.48%) Kafka
2 43 (7.39%) PySpark
3 27 (4.64%) LangChain
3 27 (4.64%) PyTorch
3 27 (4.64%) scikit-learn
3 27 (4.64%) TensorFlow
4 23 (3.95%) LlamaIndex
4 23 (3.95%) pgvector
5 9 (1.55%) CSS
5 9 (1.55%) Pandas
6 8 (1.37%) React
7 7 (1.20%) REST
8 6 (1.03%) .NET
8 6 (1.03%) EDI
8 6 (1.03%) JSON
8 6 (1.03%) Middleware
9 5 (0.86%) RabbitMQ
9 5 (0.86%) XML
10 4 (0.69%) AngularJS
10 4 (0.69%) NumPy
Miscellaneous
1 47 (8.08%) Cloud Native
2 32 (5.50%) Management Information System
3 24 (4.12%) Product Ownership
4 23 (3.95%) Clustering
4 23 (3.95%) Public Cloud
5 22 (3.78%) Analytical Mindset
6 21 (3.61%) Data Structures
7 14 (2.41%) Enterprise Software
8 13 (2.23%) Distributed Systems
8 13 (2.23%) Low-Code
9 11 (1.89%) Greenfield Project
10 9 (1.55%) Hybrid Cloud
10 9 (1.55%) Onboarding
10 9 (1.55%) Replication
11 8 (1.37%) Legacy Systems
11 8 (1.37%) NHS
11 8 (1.37%) Reinsurance
12 6 (1.03%) Taxonomies
13 5 (0.86%) Hedge funds
13 5 (0.86%) Reference Data
Operating Systems
1 2 (0.34%) Linux
2 1 (0.17%) Unix
Processes & Methodologies
1 338 (58.08%) Data Modelling
2 334 (57.39%) Analytics
3 304 (52.23%) ETL
4 279 (47.94%) Business Intelligence
5 270 (46.39%) Data Engineering
6 198 (34.02%) Data Governance
7 183 (31.44%) Data Pipeline
8 172 (29.55%) AI
9 152 (26.12%) Data Management
10 138 (23.71%) Decision-Making
11 134 (23.02%) Data Science
12 127 (21.82%) Problem-Solving
13 126 (21.65%) Data Integration
14 121 (20.79%) Data Architecture
15 114 (19.59%) Agile
16 106 (18.21%) CI/CD
17 86 (14.78%) Use Case
18 84 (14.43%) Machine Learning
19 79 (13.57%) Mentoring
20 74 (12.71%) Performance Tuning
Programming Languages
1 382 (65.64%) SQL
2 266 (45.70%) Python
3 27 (4.64%) Java
4 22 (3.78%) Data Analysis Expressions
5 21 (3.61%) R
6 16 (2.75%) C#
7 15 (2.58%) Scala
8 11 (1.89%) PowerShell
9 9 (1.55%) T-SQL
10 6 (1.03%) Julia
10 6 (1.03%) PL/SQL
10 6 (1.03%) TypeScript
10 6 (1.03%) VBA
11 5 (0.86%) JavaScript
12 4 (0.69%) ANSI SQL
13 2 (0.34%) Bicep
14 1 (0.17%) Bash
14 1 (0.17%) Go
14 1 (0.17%) PHP
Qualifications
1 86 (14.78%) Degree
2 35 (6.01%) Computer Science Degree
3 24 (4.12%) Security Cleared
4 18 (3.09%) Azure Certification
5 16 (2.75%) DBS Check
5 16 (2.75%) Microsoft Certification
5 16 (2.75%) SC Cleared
6 14 (2.41%) Master's Degree
7 9 (1.55%) AWS Certification
8 7 (1.20%) BPSS Clearance
9 6 (1.03%) AWS Certified Solutions Architect
9 6 (1.03%) CITP
9 6 (1.03%) TOGAF Certification
10 4 (0.69%) PMI Certification
10 4 (0.69%) PMP
10 4 (0.69%) SnowPro
11 3 (0.52%) DV Cleared
11 3 (0.52%) SAP Certification
11 3 (0.52%) Tableau Certification
12 2 (0.34%) Oracle Certification
Quality Assurance & Compliance
1 162 (27.84%) Data Quality
2 57 (9.79%) GDPR
3 51 (8.76%) Accessibility
4 28 (4.81%) California Consumer Privacy Act
5 12 (2.06%) QA
6 10 (1.72%) ISO/IEC 27001
7 7 (1.20%) Sarbanes-Oxley
8 6 (1.03%) NIST
9 5 (0.86%) GRC
9 5 (0.86%) HIPAA
10 3 (0.52%) Solvency II
11 2 (0.34%) IFRS
11 2 (0.34%) IFRS 17
11 2 (0.34%) SLA
12 1 (0.17%) Actionable Recommendations
12 1 (0.17%) MiFID
12 1 (0.17%) NCSC
12 1 (0.17%) PERC
12 1 (0.17%) SOC 2
12 1 (0.17%) Software Quality Assurance
System Software
1 18 (3.09%) Docker
2 4 (0.69%) Active Directory
3 3 (0.52%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 25 (4.30%) Terraform
2 20 (3.44%) Kubernetes
3 3 (0.52%) Ansible
3 3 (0.52%) Control-M
4 1 (0.17%) Microsoft Intune
4 1 (0.17%) Single Sign-On
Vendors
1 193 (33.16%) Databricks
2 155 (26.63%) Microsoft
3 63 (10.82%) Informatica
4 50 (8.59%) Dell
5 32 (5.50%) Oracle
6 25 (4.30%) Google
6 25 (4.30%) Teradata
7 24 (4.12%) Denodo
8 23 (3.95%) Cloudera
9 22 (3.78%) Talend
10 15 (2.58%) SAP
11 9 (1.55%) OpenAI
11 9 (1.55%) Salesforce
12 8 (1.37%) Foundry
13 7 (1.20%) CrowdStrike
13 7 (1.20%) Fortinet
13 7 (1.20%) IBM
13 7 (1.20%) Palo Alto
14 6 (1.03%) MuleSoft
14 6 (1.03%) Planon