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

6 months to
5 Jun 2026
Same period 2025 Same period 2024
Rank 282 185 152
Rank change year-on-year -97 -33 -16
Permanent jobs citing Data Warehouse 535 738 1,673
As % of all permanent jobs in England 0.65% 1.89% 1.86%
As % of the Database & Business Intelligence category 7.50% 11.37% 11.18%
Number of salaries quoted 379 423 1,237
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 £62,500
Median % change year-on-year +7.69% +4.00% -7.41%
75th Percentile £87,500 £82,500 £80,000
90th Percentile £100,000 £97,500 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -7.41%

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 7,129 6,492 14,962
As % of all permanent jobs advertised in England 8.62% 16.62% 16.63%
Number of salaries quoted 4,649 4,317 11,423
10th Percentile £36,250 £36,250 £35,000
25th Percentile £45,000 £47,500 £42,725
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 5 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 5 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 -46 256 £82,500 +10.00% 132
North of England -35 103 £62,500 +8.70% 73
South East -99 60 £73,025 +4.32% 39
Yorkshire -35 52 £62,500 +8.70% 21
Midlands -73 42 £60,715 +7.94% 30
North West -15 39 £65,000 +18.18% 42
East of England -11 38 £70,000 +33.33% 18
West Midlands -69 29 £62,000 +10.22% 20
South West -87 26 £65,000 -7.14% 11
East Midlands -35 13 £42,500 -20.93% 10
North East -37 12 £48,000 -23.20% 11
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 (12.90%) Apache Airflow
2 60 (11.21%) Apache Spark
3 30 (5.61%) Apache
4 9 (1.68%) SharePoint
5 6 (1.12%) Oracle Application Server
6 5 (0.93%) Confluence
7 4 (0.75%) SAS
8 3 (0.56%) Apache Superset
9 2 (0.37%) Luigi
9 2 (0.37%) Palantir Foundry
10 1 (0.19%) CMS
10 1 (0.19%) GeoServer
10 1 (0.19%) WordPress
Applications
1 23 (4.30%) Microsoft Excel
2 11 (2.06%) Microsoft Office
3 3 (0.56%) Microsoft PowerPoint
4 2 (0.37%) Spreadsheet
5 1 (0.19%) Chatbot
5 1 (0.19%) Maya
Business Applications
1 4 (0.75%) Dynamics CRM
2 3 (0.56%) Aladdin
2 3 (0.56%) FLEXCUBE
2 3 (0.56%) Markit EDM
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%) 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 MDG
4 1 (0.19%) Sparx Enterprise Architect
4 1 (0.19%) Temenos T24
Cloud Services
1 273 (51.03%) Azure
2 186 (34.77%) Power Platform
3 155 (28.97%) AWS
4 130 (24.30%) Snowflake
5 93 (17.38%) Azure Data Factory
6 91 (17.01%) GCP
7 84 (15.70%) dbt
8 83 (15.51%) Azure Synapse Analytics
9 36 (6.73%) Serverless
10 33 (6.17%) Azure DevOps
11 27 (5.05%) Amazon S3
12 25 (4.67%) Power Automate
13 21 (3.93%) AWS Lambda
14 20 (3.74%) PowerApps
14 20 (3.74%) SaaS
15 12 (2.24%) Matillion
16 11 (2.06%) Amazon Kinesis
16 11 (2.06%) Microsoft Purview
17 10 (1.87%) Azure Logic Apps
17 10 (1.87%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.19%) Broadband
Database & Business Intelligence
1 175 (32.71%) Power BI
2 137 (25.61%) Data Lake
3 72 (13.46%) Amazon Redshift
4 66 (12.34%) Tableau
5 61 (11.40%) BigQuery
6 57 (10.65%) SQL Server
7 42 (7.85%) Snowflake Schema
8 38 (7.10%) Metadata
9 36 (6.73%) Star Schema
10 35 (6.54%) SQL Server Integration Services
11 32 (5.98%) Looker
12 27 (5.05%) SQL Server Reporting Services
13 26 (4.86%) Azure SQL Database
14 23 (4.30%) Big Data
14 23 (4.30%) Elasticsearch
15 22 (4.11%) Azure SQL Data Warehouse
15 22 (4.11%) Relational Database
16 20 (3.74%) PostgreSQL
17 17 (3.18%) NoSQL
18 16 (2.99%) Delta Lake
Development Applications
1 32 (5.98%) MLflow
2 30 (5.61%) Git
3 15 (2.80%) JIRA
4 14 (2.62%) Visual Studio
5 6 (1.12%) Jenkins
5 6 (1.12%) SQL Server Management Studio (SSMS)
6 3 (0.56%) GitLab
7 2 (0.37%) DBeaver
7 2 (0.37%) ERwin
7 2 (0.37%) PowerDesigner
8 1 (0.19%) ER Studio
8 1 (0.19%) Oracle APEX
8 1 (0.19%) Team Foundation Server
8 1 (0.19%) TestDirector
8 1 (0.19%) Zephyr
General
1 148 (27.66%) Finance
2 145 (27.10%) Social Skills
3 143 (26.73%) Analytical Skills
4 22 (4.11%) Inclusion and Diversity
5 21 (3.93%) Public Sector
6 18 (3.36%) Banking
7 14 (2.62%) Retail
8 11 (2.06%) Advertising
8 11 (2.06%) Marketing
9 10 (1.87%) Documentation Skills
9 10 (1.87%) Influencing Skills
9 10 (1.87%) Law
9 10 (1.87%) Manufacturing
10 7 (1.31%) Billing
10 7 (1.31%) Local Government
11 5 (0.93%) Legal
11 5 (0.93%) Organisational Skills
12 4 (0.75%) Presentation Skills
13 3 (0.56%) Automotive
13 3 (0.56%) Telecoms
Job Titles
1 193 (36.07%) Data Engineer
2 99 (18.50%) Senior
3 70 (13.08%) Lead
4 67 (12.52%) Architect
5 52 (9.72%) Data Architect
6 46 (8.60%) Developer
7 43 (8.04%) Analyst
7 43 (8.04%) Senior Data Engineer
8 29 (5.42%) Azure Engineer
8 29 (5.42%) Lead Data Engineer
9 28 (5.23%) Data Analyst
10 24 (4.49%) Data Management Specialist
10 24 (4.49%) Product Specialist
11 23 (4.30%) Senior Systems Engineer
11 23 (4.30%) Systems Engineer
12 22 (4.11%) Azure Architect
12 22 (4.11%) Business Intelligence Developer
13 19 (3.55%) Azure Data Engineer
14 18 (3.36%) Azure Data Architect
14 18 (3.36%) Data Manager
Libraries, Frameworks & Software Standards
1 60 (11.21%) Kafka
2 52 (9.72%) PySpark
3 28 (5.23%) LangChain
3 28 (5.23%) PyTorch
3 28 (5.23%) scikit-learn
3 28 (5.23%) TensorFlow
4 23 (4.30%) LlamaIndex
4 23 (4.30%) pgvector
5 16 (2.99%) Pandas
6 15 (2.80%) REST
7 9 (1.68%) ARM Templates
8 7 (1.31%) EDI
8 7 (1.31%) JSON
8 7 (1.31%) Middleware
9 6 (1.12%) CSS
10 4 (0.75%) .NET
10 4 (0.75%) NumPy
10 4 (0.75%) React
10 4 (0.75%) XGBoost
11 3 (0.56%) Streamlit
Miscellaneous
1 50 (9.35%) Cloud Native
2 25 (4.67%) Analytical Mindset
2 25 (4.67%) Clustering
3 24 (4.49%) Public Cloud
4 23 (4.30%) Data Structures
5 17 (3.18%) Management Information System
6 15 (2.80%) Legacy Systems
7 12 (2.24%) Low-Code
7 12 (2.24%) Replication
8 11 (2.06%) Onboarding
8 11 (2.06%) Product Ownership
9 10 (1.87%) Greenfield Project
10 7 (1.31%) Distributed Computing
11 6 (1.12%) Data Protection Act
11 6 (1.12%) Enterprise Software
11 6 (1.12%) Reference Data
11 6 (1.12%) Sports Betting
12 5 (0.93%) Online Gambling
13 4 (0.75%) Hybrid Cloud
13 4 (0.75%) Reinsurance
Operating Systems
1 3 (0.56%) Linux
2 1 (0.19%) Unix
2 1 (0.19%) Windows
Processes & Methodologies
1 292 (54.58%) Analytics
2 277 (51.78%) Data Modelling
3 273 (51.03%) ETL
4 259 (48.41%) Business Intelligence
5 247 (46.17%) Data Engineering
6 195 (36.45%) Data Pipeline
7 173 (32.34%) Data Governance
8 152 (28.41%) AI
9 138 (25.79%) Decision-Making
10 126 (23.55%) Problem-Solving
11 115 (21.50%) Data Science
12 106 (19.81%) CI/CD
13 104 (19.44%) Use Case
14 95 (17.76%) Data Management
15 88 (16.45%) Machine Learning
16 86 (16.07%) Agile
17 82 (15.33%) Data Architecture
18 80 (14.95%) Performance Tuning
19 77 (14.39%) Data Integration
20 71 (13.27%) Data Transformation
Programming Languages
1 388 (72.52%) SQL
2 285 (53.27%) Python
3 27 (5.05%) R
4 21 (3.93%) Data Analysis Expressions
4 21 (3.93%) Scala
5 18 (3.36%) Java
6 10 (1.87%) T-SQL
7 9 (1.68%) JavaScript
7 9 (1.68%) PowerShell
8 6 (1.12%) Julia
9 5 (0.93%) Bicep
9 5 (0.93%) C#
9 5 (0.93%) PL/SQL
10 3 (0.56%) ANSI SQL
10 3 (0.56%) VBA
11 2 (0.37%) Kusto Query Language
12 1 (0.19%) Bash
12 1 (0.19%) Go
12 1 (0.19%) PHP
12 1 (0.19%) TypeScript
Qualifications
1 92 (17.20%) Degree
2 31 (5.79%) Computer Science Degree
2 31 (5.79%) Security Cleared
3 23 (4.30%) SC Cleared
4 21 (3.93%) Azure Certification
5 14 (2.62%) Microsoft Certification
6 12 (2.24%) DBS Check
7 11 (2.06%) Master's Degree
8 7 (1.31%) BPSS Clearance
8 7 (1.31%) CITP
9 5 (0.93%) AWS Certification
10 4 (0.75%) AWS Certified Solutions Architect
10 4 (0.75%) DV Cleared
10 4 (0.75%) Tableau Certification
11 3 (0.56%) ICAEW
11 3 (0.56%) TOGAF Certification
12 2 (0.37%) ACCA
12 2 (0.37%) CIMA
12 2 (0.37%) HND
13 1 (0.19%) Oracle Certification
Quality Assurance & Compliance
1 169 (31.59%) Data Quality
2 57 (10.65%) GDPR
3 24 (4.49%) California Consumer Privacy Act
4 10 (1.87%) Accessibility
5 9 (1.68%) ISO/IEC 27001
6 7 (1.31%) NIST
6 7 (1.31%) QA
6 7 (1.31%) Sarbanes-Oxley
7 5 (0.93%) GRC
7 5 (0.93%) HIPAA
7 5 (0.93%) IFRS
7 5 (0.93%) Solvency II
8 4 (0.75%) IFRS 17
9 3 (0.56%) SLA
10 1 (0.19%) Actionable Recommendations
10 1 (0.19%) ISO 22301
10 1 (0.19%) MiFID
10 1 (0.19%) NCSC
10 1 (0.19%) Software Quality Assurance
System Software
1 21 (3.93%) Docker
2 1 (0.19%) Active Directory
Systems Management
1 34 (6.36%) Terraform
2 19 (3.55%) Kubernetes
3 3 (0.56%) Ansible
3 3 (0.56%) Control-M
4 1 (0.19%) Single Sign-On
Vendors
1 181 (33.83%) Databricks
2 107 (20.00%) Microsoft
3 51 (9.53%) Informatica
4 47 (8.79%) Dell
5 25 (4.67%) Teradata
6 24 (4.49%) Denodo
6 24 (4.49%) Oracle
7 23 (4.30%) Cloudera
8 20 (3.74%) Google
9 16 (2.99%) SAP
9 16 (2.99%) Talend
10 13 (2.43%) Salesforce
11 9 (1.68%) OpenAI
12 7 (1.31%) Netezza
12 7 (1.31%) Planon
13 6 (1.12%) Foundry
14 5 (0.93%) MuleSoft
14 5 (0.93%) ServiceNow
15 4 (0.75%) Bloomberg
15 4 (0.75%) Fortinet