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 11 June 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 283 185 153
Rank change year-on-year -98 -32 -15
Permanent jobs citing Data Warehouse 540 748 1,689
As % of all permanent jobs in England 0.66% 1.90% 1.82%
As % of the Database & Business Intelligence category 7.44% 11.33% 11.13%
Number of salaries quoted 391 430 1,242
10th Percentile £43,965 £42,500 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £67,500 £65,000 £62,500
Median % change year-on-year +3.85% +4.00% -7.41%
75th Percentile £87,500 £82,500 £80,000
90th Percentile £97,500 £100,000 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -6.81%

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 7,256 6,601 15,171
As % of all permanent jobs advertised in England 8.82% 16.81% 16.30%
Number of salaries quoted 4,779 4,381 11,506
10th Percentile £36,250 £36,250 £35,000
25th Percentile £45,000 £47,000 £42,750
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £83,750 £77,500
90th Percentile £95,000 £115,000 £100,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

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 11 June 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 11 June 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 -61 253 £82,500 +10.00% 120
North of England -11 110 £60,000 +4.35% 55
South East -90 60 £70,775 +1.11% 48
Yorkshire -30 55 £62,500 +4.17% 11
North West +3 43 £59,999 +9.09% 37
Midlands -58 43 £60,358 +9.74% 39
East of England -8 38 £70,000 +33.33% 14
West Midlands -53 30 £62,000 +12.73% 30
South West -87 26 £64,500 -7.86% 13
East Midlands -31 13 £42,500 -20.93% 9
North East -34 12 £48,000 +1.05% 7
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 69 (12.78%) Apache Airflow
2 59 (10.93%) Apache Spark
3 31 (5.74%) Apache
4 9 (1.67%) SharePoint
5 6 (1.11%) Confluence
5 6 (1.11%) Oracle Application Server
6 5 (0.93%) SAS
7 2 (0.37%) Apache Superset
7 2 (0.37%) Luigi
7 2 (0.37%) Palantir Foundry
8 1 (0.19%) CMS
8 1 (0.19%) GeoServer
8 1 (0.19%) WordPress
Applications
1 22 (4.07%) Microsoft Excel
2 11 (2.04%) Microsoft Office
3 3 (0.56%) Microsoft PowerPoint
4 2 (0.37%) Spreadsheet
5 1 (0.19%) Chatbot
Business Applications
1 4 (0.74%) Dynamics CRM
2 3 (0.56%) Aladdin
2 3 (0.56%) FLEXCUBE
2 3 (0.56%) Misys Opics
2 3 (0.56%) Oracle ERP
2 3 (0.56%) SAP S/4HANA
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) Markit EDM
3 2 (0.37%) Unit4 Business World
4 1 (0.19%) Loan IQ
4 1 (0.19%) Oracle Financials
4 1 (0.19%) Sage X3
4 1 (0.19%) SAP Business One
4 1 (0.19%) SAP MDG
4 1 (0.19%) Sparx Enterprise Architect
4 1 (0.19%) Temenos T24
Cloud Services
1 278 (51.48%) Azure
2 190 (35.19%) Power Platform
3 160 (29.63%) AWS
4 134 (24.81%) Snowflake
5 93 (17.22%) GCP
6 91 (16.85%) Azure Data Factory
7 82 (15.19%) dbt
8 81 (15.00%) Azure Synapse Analytics
9 36 (6.67%) Serverless
10 34 (6.30%) Azure DevOps
11 28 (5.19%) Amazon S3
12 25 (4.63%) Power Automate
13 21 (3.89%) AWS Lambda
14 20 (3.70%) PowerApps
14 20 (3.70%) SaaS
15 12 (2.22%) Matillion
15 12 (2.22%) Microsoft Purview
16 11 (2.04%) Amazon Kinesis
16 11 (2.04%) Azure Logic Apps
17 9 (1.67%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.19%) Broadband
Database & Business Intelligence
1 179 (33.15%) Power BI
2 138 (25.56%) Data Lake
3 71 (13.15%) Amazon Redshift
4 65 (12.04%) Tableau
5 59 (10.93%) BigQuery
6 58 (10.74%) SQL Server
7 43 (7.96%) Snowflake Schema
8 39 (7.22%) Metadata
9 37 (6.85%) Star Schema
10 34 (6.30%) SQL Server Integration Services
11 32 (5.93%) Looker
12 28 (5.19%) SQL Server Reporting Services
13 26 (4.81%) Azure SQL Database
14 23 (4.26%) Azure SQL Data Warehouse
14 23 (4.26%) Big Data
14 23 (4.26%) Elasticsearch
15 22 (4.07%) Relational Database
16 20 (3.70%) PostgreSQL
17 17 (3.15%) NoSQL
18 16 (2.96%) Delta Lake
Development Applications
1 32 (5.93%) MLflow
2 28 (5.19%) Git
3 16 (2.96%) JIRA
4 14 (2.59%) Visual Studio
5 6 (1.11%) Jenkins
5 6 (1.11%) SQL Server Management Studio (SSMS)
6 2 (0.37%) DBeaver
6 2 (0.37%) ERwin
6 2 (0.37%) GitLab
6 2 (0.37%) PowerDesigner
7 1 (0.19%) ER Studio
7 1 (0.19%) Oracle APEX
7 1 (0.19%) Team Foundation Server
7 1 (0.19%) TestDirector
7 1 (0.19%) Zephyr
General
1 151 (27.96%) Finance
2 144 (26.67%) Social Skills
3 142 (26.30%) Analytical Skills
4 23 (4.26%) Public Sector
5 22 (4.07%) Inclusion and Diversity
6 18 (3.33%) Banking
7 14 (2.59%) Retail
8 12 (2.22%) Manufacturing
9 11 (2.04%) Advertising
9 11 (2.04%) Marketing
10 10 (1.85%) Documentation Skills
10 10 (1.85%) Influencing Skills
11 9 (1.67%) Law
12 7 (1.30%) Billing
12 7 (1.30%) Local Government
13 5 (0.93%) Legal
13 5 (0.93%) Organisational Skills
14 4 (0.74%) Presentation Skills
15 3 (0.56%) Front Office
15 3 (0.56%) Telecoms
Job Titles
1 197 (36.48%) Data Engineer
2 99 (18.33%) Senior
3 70 (12.96%) Lead
4 67 (12.41%) Architect
5 52 (9.63%) Data Architect
6 46 (8.52%) Analyst
6 46 (8.52%) Developer
7 42 (7.78%) Senior Data Engineer
8 29 (5.37%) Data Analyst
8 29 (5.37%) Lead Data Engineer
9 28 (5.19%) Azure Engineer
10 24 (4.44%) Data Management Specialist
10 24 (4.44%) Product Specialist
11 23 (4.26%) Senior Systems Engineer
11 23 (4.26%) Systems Engineer
12 22 (4.07%) Business Intelligence Developer
13 21 (3.89%) Azure Architect
14 18 (3.33%) Azure Data Engineer
14 18 (3.33%) Data Manager
15 17 (3.15%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 59 (10.93%) Kafka
2 51 (9.44%) PySpark
3 28 (5.19%) LangChain
3 28 (5.19%) PyTorch
3 28 (5.19%) scikit-learn
3 28 (5.19%) TensorFlow
4 23 (4.26%) LlamaIndex
4 23 (4.26%) pgvector
5 16 (2.96%) Pandas
5 16 (2.96%) REST
6 9 (1.67%) ARM Templates
7 8 (1.48%) JSON
8 7 (1.30%) EDI
9 6 (1.11%) CSS
9 6 (1.11%) Middleware
10 4 (0.74%) .NET
10 4 (0.74%) NumPy
10 4 (0.74%) React
10 4 (0.74%) XGBoost
11 3 (0.56%) Streamlit
Miscellaneous
1 52 (9.63%) Cloud Native
2 25 (4.63%) Analytical Mindset
2 25 (4.63%) Clustering
3 24 (4.44%) Data Structures
3 24 (4.44%) Public Cloud
4 17 (3.15%) Management Information System
5 16 (2.96%) Legacy Systems
6 13 (2.41%) Product Ownership
7 12 (2.22%) Replication
8 11 (2.04%) Low-Code
9 10 (1.85%) Greenfield Project
9 10 (1.85%) Onboarding
10 7 (1.30%) Data Protection Act
10 7 (1.30%) Distributed Computing
11 6 (1.11%) Reference Data
11 6 (1.11%) Sports Betting
12 5 (0.93%) Enterprise Software
12 5 (0.93%) Online Gambling
13 4 (0.74%) Distributed Systems
13 4 (0.74%) Hybrid Cloud
Operating Systems
1 3 (0.56%) Linux
2 1 (0.19%) Unix
2 1 (0.19%) Windows
Processes & Methodologies
1 296 (54.81%) Analytics
2 275 (50.93%) Data Modelling
3 273 (50.56%) ETL
4 262 (48.52%) Business Intelligence
5 250 (46.30%) Data Engineering
6 196 (36.30%) Data Pipeline
7 173 (32.04%) Data Governance
8 157 (29.07%) AI
9 141 (26.11%) Decision-Making
10 127 (23.52%) Problem-Solving
11 112 (20.74%) Data Science
12 105 (19.44%) Use Case
13 104 (19.26%) CI/CD
14 96 (17.78%) Data Management
15 92 (17.04%) Machine Learning
16 87 (16.11%) Agile
17 85 (15.74%) Data Architecture
18 82 (15.19%) Performance Tuning
19 78 (14.44%) Data Integration
20 73 (13.52%) Data Transformation
Programming Languages
1 392 (72.59%) SQL
2 286 (52.96%) Python
3 27 (5.00%) R
4 23 (4.26%) Data Analysis Expressions
5 19 (3.52%) Scala
6 15 (2.78%) Java
7 10 (1.85%) T-SQL
8 9 (1.67%) JavaScript
8 9 (1.67%) PowerShell
9 6 (1.11%) Julia
10 5 (0.93%) Bicep
10 5 (0.93%) C#
10 5 (0.93%) PL/SQL
11 2 (0.37%) ANSI SQL
11 2 (0.37%) Kusto Query Language
12 1 (0.19%) Bash
12 1 (0.19%) PHP
12 1 (0.19%) Shell Script
12 1 (0.19%) VBA
12 1 (0.19%) VBScript
Qualifications
1 93 (17.22%) Degree
2 31 (5.74%) Security Cleared
3 30 (5.56%) Computer Science Degree
4 23 (4.26%) SC Cleared
5 20 (3.70%) Azure Certification
6 14 (2.59%) Microsoft Certification
7 12 (2.22%) DBS Check
8 11 (2.04%) Master's Degree
9 8 (1.48%) BPSS Clearance
10 7 (1.30%) CITP
11 5 (0.93%) AWS Certification
12 4 (0.74%) AWS Certified Solutions Architect
12 4 (0.74%) DV Cleared
12 4 (0.74%) Tableau Certification
13 3 (0.56%) ICAEW
13 3 (0.56%) TOGAF Certification
14 2 (0.37%) ACCA
14 2 (0.37%) CIMA
14 2 (0.37%) HND
15 1 (0.19%) Oracle Certification
Quality Assurance & Compliance
1 173 (32.04%) Data Quality
2 59 (10.93%) GDPR
3 24 (4.44%) California Consumer Privacy Act
4 10 (1.85%) Accessibility
5 8 (1.48%) QA
6 7 (1.30%) ISO/IEC 27001
6 7 (1.30%) Sarbanes-Oxley
7 6 (1.11%) NIST
8 5 (0.93%) GRC
8 5 (0.93%) HIPAA
8 5 (0.93%) IFRS
8 5 (0.93%) Solvency II
9 4 (0.74%) IFRS 17
10 3 (0.56%) SLA
11 1 (0.19%) Actionable Recommendations
11 1 (0.19%) ISO 22301
11 1 (0.19%) MiFID
11 1 (0.19%) Software Quality Assurance
System Software
1 21 (3.89%) Docker
2 1 (0.19%) Active Directory
Systems Management
1 35 (6.48%) Terraform
2 19 (3.52%) Kubernetes
3 3 (0.56%) Ansible
4 2 (0.37%) Control-M
5 1 (0.19%) Single Sign-On
Vendors
1 182 (33.70%) Databricks
2 111 (20.56%) Microsoft
3 50 (9.26%) Informatica
4 47 (8.70%) Dell
5 25 (4.63%) Teradata
6 24 (4.44%) Denodo
7 23 (4.26%) Cloudera
7 23 (4.26%) Oracle
8 22 (4.07%) Google
9 17 (3.15%) SAP
10 14 (2.59%) Talend
11 13 (2.41%) Salesforce
12 9 (1.67%) OpenAI
13 7 (1.30%) Netezza
13 7 (1.30%) Planon
14 6 (1.11%) Foundry
15 5 (0.93%) MuleSoft
15 5 (0.93%) ServiceNow
16 4 (0.74%) Bloomberg
16 4 (0.74%) Fortinet