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 8 May 2026, with comparisons to the same periods in the previous two years.

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 272 185 147
Rank change year-on-year -87 -38 -26
Permanent jobs citing Data Warehouse 543 729 1,669
As % of all permanent jobs in England 0.67% 1.87% 1.99%
As % of the Database & Business Intelligence category 7.76% 10.79% 11.40%
Number of salaries quoted 361 445 1,256
10th Percentile £45,000 £42,500 £41,250
25th Percentile £52,500 £52,500 £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 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,842 £65,000 £60,000
% change year-on-year +8.99% +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 6,998 6,756 14,638
As % of all permanent jobs advertised in England 8.67% 17.35% 17.48%
Number of salaries quoted 4,339 4,646 11,411
10th Percentile £35,000 £37,250 £35,000
25th Percentile £45,000 £47,500 £42,999
Median annual salary (50th Percentile) £60,000 £64,000 £57,500
Median % change year-on-year -6.25% +11.30% -11.54%
75th Percentile £80,000 £85,000 £77,500
90th Percentile £97,500 £115,000 £97,500
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 8 May 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 8 May 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 -38 262 £80,000 +6.67% 117
North of England -54 81 £67,500 +12.50% 46
South East -82 72 £65,000 -3.70% 46
Midlands -65 50 £62,000 +7.83% 23
East of England -1 40 £70,000 +40.00% 17
Yorkshire -53 40 £65,000 +8.33% 14
West Midlands -53 37 £62,500 +8.70% 14
North West -33 33 £70,932 +28.97% 27
South West -85 24 £64,750 +9.75% 20
East Midlands -38 13 £46,445 -13.59% 9
North East -27 8 £62,500 -19.35% 5
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 67 (12.34%) Apache Airflow
2 62 (11.42%) Apache Spark
3 30 (5.52%) Apache
4 11 (2.03%) SharePoint
5 6 (1.10%) Oracle Application Server
6 5 (0.92%) Confluence
6 5 (0.92%) SAS
7 3 (0.55%) Apache Superset
8 2 (0.37%) Palantir Foundry
9 1 (0.18%) CMS
9 1 (0.18%) GeoServer
9 1 (0.18%) Luigi
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 23 (4.24%) Microsoft Excel
2 11 (2.03%) Microsoft Office
3 6 (1.10%) Maya
4 3 (0.55%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 4 (0.74%) Oracle ERP
2 3 (0.55%) Aladdin
2 3 (0.55%) FLEXCUBE
2 3 (0.55%) Markit EDM
2 3 (0.55%) Misys Opics
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) SAP S/4HANA
3 2 (0.37%) Unit4 Business World
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP MDG
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 296 (54.51%) Azure
2 195 (35.91%) Power Platform
3 147 (27.07%) AWS
4 135 (24.86%) Snowflake
5 99 (18.23%) Azure Data Factory
6 88 (16.21%) Azure Synapse Analytics
7 87 (16.02%) GCP
8 84 (15.47%) dbt
9 37 (6.81%) Serverless
10 31 (5.71%) Azure DevOps
11 30 (5.52%) Power Automate
12 27 (4.97%) SaaS
13 24 (4.42%) Amazon S3
14 23 (4.24%) AWS Lambda
15 20 (3.68%) PowerApps
16 14 (2.58%) Matillion
17 12 (2.21%) GitHub
18 11 (2.03%) Amazon Kinesis
18 11 (2.03%) PaaS
19 9 (1.66%) Amazon EMR
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 182 (33.52%) Power BI
2 158 (29.10%) Data Lake
3 70 (12.89%) Amazon Redshift
4 67 (12.34%) SQL Server
5 64 (11.79%) Tableau
6 54 (9.94%) BigQuery
7 39 (7.18%) Snowflake Schema
8 36 (6.63%) Metadata
9 35 (6.45%) SQL Server Integration Services
10 33 (6.08%) Looker
11 30 (5.52%) Azure SQL Database
12 29 (5.34%) Star Schema
13 25 (4.60%) Relational Database
14 24 (4.42%) Azure SQL Data Warehouse
14 24 (4.42%) PostgreSQL
14 24 (4.42%) SQL Server Reporting Services
15 23 (4.24%) Elasticsearch
16 20 (3.68%) Big Data
16 20 (3.68%) NoSQL
17 18 (3.31%) Delta Lake
Development Applications
1 36 (6.63%) Git
2 32 (5.89%) MLflow
3 18 (3.31%) Visual Studio
4 13 (2.39%) JIRA
5 5 (0.92%) SQL Server Management Studio (SSMS)
6 4 (0.74%) Jenkins
7 3 (0.55%) GitLab
8 2 (0.37%) DBeaver
8 2 (0.37%) ERwin
8 2 (0.37%) PowerDesigner
9 1 (0.18%) ER Studio
9 1 (0.18%) git-flow
9 1 (0.18%) Oracle APEX
9 1 (0.18%) Team Foundation Server
9 1 (0.18%) TestDirector
9 1 (0.18%) Zephyr
General
1 158 (29.10%) Finance
2 150 (27.62%) Social Skills
3 147 (27.07%) Analytical Skills
4 28 (5.16%) Public Sector
5 24 (4.42%) Inclusion and Diversity
6 19 (3.50%) Banking
6 19 (3.50%) Law
7 13 (2.39%) Documentation Skills
8 10 (1.84%) Influencing Skills
8 10 (1.84%) Marketing
8 10 (1.84%) Retail
9 9 (1.66%) Advertising
10 8 (1.47%) Local Government
11 7 (1.29%) Legal
11 7 (1.29%) Manufacturing
12 6 (1.10%) Billing
12 6 (1.10%) Games
13 4 (0.74%) Front Office
13 4 (0.74%) Organisational Skills
14 3 (0.55%) Presentation Skills
Job Titles
1 178 (32.78%) Data Engineer
2 99 (18.23%) Senior
3 74 (13.63%) Architect
4 64 (11.79%) Lead
5 57 (10.50%) Data Architect
6 47 (8.66%) Developer
7 40 (7.37%) Analyst
7 40 (7.37%) Senior Data Engineer
8 31 (5.71%) Azure Engineer
9 27 (4.97%) Lead Data Engineer
10 24 (4.42%) Data Management Specialist
10 24 (4.42%) Product Specialist
11 23 (4.24%) Business Intelligence Developer
11 23 (4.24%) Data Analyst
11 23 (4.24%) Senior Systems Engineer
11 23 (4.24%) Systems Engineer
12 22 (4.05%) Azure Architect
13 21 (3.87%) Azure Data Engineer
14 17 (3.13%) Azure Data Architect
14 17 (3.13%) Data Manager
Libraries, Frameworks & Software Standards
1 57 (10.50%) Kafka
2 51 (9.39%) PySpark
3 27 (4.97%) LangChain
3 27 (4.97%) PyTorch
3 27 (4.97%) scikit-learn
3 27 (4.97%) TensorFlow
4 23 (4.24%) LlamaIndex
4 23 (4.24%) pgvector
5 15 (2.76%) Pandas
6 14 (2.58%) REST
7 8 (1.47%) ARM Templates
8 7 (1.29%) CSS
8 7 (1.29%) EDI
8 7 (1.29%) JSON
8 7 (1.29%) Middleware
9 5 (0.92%) .NET
9 5 (0.92%) React
10 4 (0.74%) XGBoost
11 3 (0.55%) HTML
11 3 (0.55%) Streamlit
Miscellaneous
1 50 (9.21%) Cloud Native
2 26 (4.79%) Analytical Mindset
3 24 (4.42%) Clustering
4 23 (4.24%) Management Information System
4 23 (4.24%) Public Cloud
5 20 (3.68%) Data Structures
6 14 (2.58%) Product Ownership
7 12 (2.21%) Low-Code
8 11 (2.03%) Enterprise Software
8 11 (2.03%) Legacy Systems
8 11 (2.03%) Onboarding
9 10 (1.84%) Distributed Systems
9 10 (1.84%) Replication
10 9 (1.66%) Greenfield Project
11 8 (1.47%) Hybrid Cloud
12 7 (1.29%) Data Protection Act
12 7 (1.29%) NHS
13 6 (1.10%) Distributed Computing
14 5 (0.92%) Reference Data
14 5 (0.92%) Taxonomies
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 302 (55.62%) Analytics
2 293 (53.96%) ETL
3 290 (53.41%) Data Modelling
4 261 (48.07%) Business Intelligence
5 257 (47.33%) Data Engineering
6 188 (34.62%) Data Pipeline
7 183 (33.70%) Data Governance
8 155 (28.55%) AI
9 133 (24.49%) Decision-Making
10 125 (23.02%) Data Science
11 121 (22.28%) Problem-Solving
12 120 (22.10%) Data Management
13 108 (19.89%) CI/CD
14 97 (17.86%) Agile
15 96 (17.68%) Data Integration
16 93 (17.13%) Data Architecture
16 93 (17.13%) Use Case
17 83 (15.29%) Machine Learning
18 73 (13.44%) Performance Tuning
19 72 (13.26%) DevOps
Programming Languages
1 380 (69.98%) SQL
2 270 (49.72%) Python
3 23 (4.24%) Data Analysis Expressions
3 23 (4.24%) Java
3 23 (4.24%) R
4 16 (2.95%) Scala
5 13 (2.39%) PowerShell
6 11 (2.03%) C#
7 8 (1.47%) T-SQL
8 6 (1.10%) JavaScript
8 6 (1.10%) Julia
8 6 (1.10%) PL/SQL
8 6 (1.10%) VBA
9 5 (0.92%) Bicep
10 4 (0.74%) ANSI SQL
11 2 (0.37%) Kusto Query Language
11 2 (0.37%) TypeScript
12 1 (0.18%) Bash
12 1 (0.18%) Go
12 1 (0.18%) PHP
Qualifications
1 91 (16.76%) Degree
2 35 (6.45%) Computer Science Degree
3 27 (4.97%) Security Cleared
4 20 (3.68%) Azure Certification
5 17 (3.13%) Microsoft Certification
5 17 (3.13%) SC Cleared
6 13 (2.39%) DBS Check
7 11 (2.03%) Master's Degree
8 7 (1.29%) AWS Certification
8 7 (1.29%) BPSS Clearance
8 7 (1.29%) CITP
9 6 (1.10%) AWS Certified Solutions Architect
10 4 (0.74%) DV Cleared
11 3 (0.55%) Tableau Certification
11 3 (0.55%) TOGAF Certification
12 2 (0.37%) ACCA
12 2 (0.37%) CIMA
12 2 (0.37%) HND
12 2 (0.37%) Oracle Certification
12 2 (0.37%) SnowPro
Quality Assurance & Compliance
1 160 (29.47%) Data Quality
2 58 (10.68%) GDPR
3 26 (4.79%) California Consumer Privacy Act
4 23 (4.24%) Accessibility
5 9 (1.66%) ISO/IEC 27001
5 9 (1.66%) QA
6 7 (1.29%) NIST
6 7 (1.29%) Sarbanes-Oxley
7 5 (0.92%) GRC
7 5 (0.92%) HIPAA
7 5 (0.92%) IFRS
7 5 (0.92%) Solvency II
8 4 (0.74%) IFRS 17
9 3 (0.55%) SLA
10 1 (0.18%) Actionable Recommendations
10 1 (0.18%) ISO 22301
10 1 (0.18%) MiFID
10 1 (0.18%) NCSC
10 1 (0.18%) Software Quality Assurance
System Software
1 19 (3.50%) Docker
2 2 (0.37%) Active Directory
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 32 (5.89%) Terraform
2 20 (3.68%) Kubernetes
3 3 (0.55%) Ansible
3 3 (0.55%) Control-M
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 183 (33.70%) Databricks
2 129 (23.76%) Microsoft
3 59 (10.87%) Informatica
4 48 (8.84%) Dell
5 33 (6.08%) Oracle
6 24 (4.42%) Denodo
6 24 (4.42%) Talend
6 24 (4.42%) Teradata
7 23 (4.24%) Cloudera
8 19 (3.50%) Google
9 14 (2.58%) SAP
10 13 (2.39%) Salesforce
11 10 (1.84%) OpenAI
12 7 (1.29%) Foundry
12 7 (1.29%) Netezza
12 7 (1.29%) Planon
13 6 (1.10%) MuleSoft
14 5 (0.92%) Bloomberg
15 4 (0.74%) Fortinet
15 4 (0.74%) Palantir