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 6 July 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Jul 2026
Same period 2025 Same period 2024
Rank 278 195 155
Rank change year-on-year -83 -40 -25
Permanent jobs citing Data Warehouse 601 749 1,611
As % of all permanent jobs in England 0.69% 1.77% 1.77%
As % of the Database & Business Intelligence category 7.78% 11.08% 10.93%
Number of salaries quoted 437 430 1,173
10th Percentile £42,500 £42,375 £42,238
25th Percentile £51,250 £52,500 £47,500
Median annual salary (50th Percentile) £65,000 £67,500 £64,000
Median % change year-on-year -3.70% +5.47% -4.58%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £64,000
% change year-on-year - +1.56% -1.54%

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 7,722 6,762 14,737
As % of all permanent jobs advertised in England 8.93% 15.95% 16.15%
Number of salaries quoted 5,258 4,504 11,058
10th Percentile £36,250 £35,000 £35,000
25th Percentile £45,750 £46,250 £43,580
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -7.69%
75th Percentile £80,000 £82,500 £80,000
90th Percentile £95,000 £112,500 £105,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -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 6 July 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 6 July 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 -47 294 £82,500 +10.00% 177
North of England -3 129 £57,500 -2.13% 63
Yorkshire -6 62 £62,500 +4.17% 13
South East -91 58 £62,500 -3.85% 71
North West -8 51 £57,500 +4.55% 43
Midlands -58 45 £55,000 - 25
East of England -4 33 £67,500 +35.00% 10
South West -95 32 £57,500 -17.86% 14
West Midlands -55 29 £55,000 - 15
East Midlands -27 16 £43,173 -29.51% 10
North East -34 16 £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 71 (11.81%) Apache Airflow
2 62 (10.32%) Apache Spark
3 34 (5.66%) Apache
4 10 (1.66%) SAS
4 10 (1.66%) SharePoint
5 6 (1.00%) Confluence
5 6 (1.00%) Oracle Application Server
6 2 (0.33%) Luigi
6 2 (0.33%) Palantir Foundry
7 1 (0.17%) CMS
7 1 (0.17%) GeoServer
7 1 (0.17%) Microsoft Exchange
7 1 (0.17%) WordPress
Applications
1 27 (4.49%) Microsoft Excel
2 9 (1.50%) Microsoft Office
3 3 (0.50%) Microsoft PowerPoint
4 2 (0.33%) Spreadsheet
5 1 (0.17%) Chatbot
Business Applications
1 5 (0.83%) Dynamics CRM
2 3 (0.50%) FLEXCUBE
2 3 (0.50%) Misys Opics
2 3 (0.50%) Oracle ERP
2 3 (0.50%) SAP S/4HANA
3 2 (0.33%) Carpe Diem
3 2 (0.33%) Elite 3E
3 2 (0.33%) IBM Planning Analytics
3 2 (0.33%) Markit EDM
3 2 (0.33%) SAP Business One
3 2 (0.33%) Unit4 Business World
4 1 (0.17%) Aladdin
4 1 (0.17%) Loan IQ
4 1 (0.17%) Oracle Financials
4 1 (0.17%) Sage X3
4 1 (0.17%) SAP MDG
4 1 (0.17%) Sparx Enterprise Architect
4 1 (0.17%) Temenos T24
Cloud Services
1 302 (50.25%) Azure
2 211 (35.11%) Power Platform
3 181 (30.12%) AWS
4 141 (23.46%) Snowflake
5 103 (17.14%) GCP
6 94 (15.64%) Azure Data Factory
7 89 (14.81%) Azure Synapse Analytics
8 87 (14.48%) dbt
9 42 (6.99%) Amazon S3
10 37 (6.16%) Serverless
11 35 (5.82%) Azure DevOps
12 27 (4.49%) Power Automate
13 23 (3.83%) PowerApps
13 23 (3.83%) SaaS
14 22 (3.66%) AWS Lambda
15 19 (3.16%) Microsoft Purview
16 16 (2.66%) Azure Logic Apps
17 13 (2.16%) Amazon EMR
18 12 (2.00%) Cloud Computing
18 12 (2.00%) Matillion
Communications & Networking
1 3 (0.50%) Kerberos
1 3 (0.50%) NAS
2 2 (0.33%) 4G
2 2 (0.33%) 5G
3 1 (0.17%) Broadband
Database & Business Intelligence
1 201 (33.44%) Power BI
2 155 (25.79%) Data Lake
3 83 (13.81%) Amazon Redshift
4 71 (11.81%) SQL Server
5 70 (11.65%) Tableau
6 61 (10.15%) BigQuery
7 54 (8.99%) Metadata
8 43 (7.15%) Snowflake Schema
9 42 (6.99%) Star Schema
10 39 (6.49%) SQL Server Integration Services
11 38 (6.32%) Big Data
12 35 (5.82%) SQL Server Reporting Services
13 33 (5.49%) Azure SQL Database
13 33 (5.49%) Looker
14 26 (4.33%) PostgreSQL
15 23 (3.83%) Elasticsearch
16 22 (3.66%) Azure SQL Data Warehouse
17 21 (3.49%) Relational Database
18 18 (3.00%) NoSQL
19 17 (2.83%) Data Vault
Development Applications
1 30 (4.99%) Git
2 28 (4.66%) MLflow
3 21 (3.49%) JIRA
4 14 (2.33%) Visual Studio
5 6 (1.00%) SQL Server Management Studio (SSMS)
6 5 (0.83%) Jenkins
7 2 (0.33%) DBeaver
7 2 (0.33%) ERwin
7 2 (0.33%) PowerDesigner
8 1 (0.17%) ER Studio
8 1 (0.17%) Oracle APEX
8 1 (0.17%) Team Foundation Server
8 1 (0.17%) TestDirector
8 1 (0.17%) Zephyr
General
1 165 (27.45%) Analytical Skills
1 165 (27.45%) Finance
2 156 (25.96%) Social Skills
3 27 (4.49%) Banking
4 26 (4.33%) Public Sector
5 16 (2.66%) Manufacturing
6 14 (2.33%) Retail
7 13 (2.16%) Inclusion and Diversity
7 13 (2.16%) Influencing Skills
8 12 (2.00%) Advertising
8 12 (2.00%) Law
8 12 (2.00%) Marketing
9 11 (1.83%) Legal
10 10 (1.66%) Documentation Skills
11 7 (1.16%) Billing
11 7 (1.16%) Financial Institution
11 7 (1.16%) Local Government
11 7 (1.16%) Presentation Skills
12 5 (0.83%) Organisational Skills
12 5 (0.83%) Retail Banking
Job Titles
1 217 (36.11%) Data Engineer
2 110 (18.30%) Senior
3 79 (13.14%) Architect
4 77 (12.81%) Lead
5 64 (10.65%) Data Architect
6 58 (9.65%) Analyst
7 57 (9.48%) Developer
8 43 (7.15%) Senior Data Engineer
9 33 (5.49%) Lead Data Engineer
10 31 (5.16%) Data Analyst
11 28 (4.66%) Azure Engineer
12 26 (4.33%) Business Intelligence Developer
13 24 (3.99%) Data Management Specialist
13 24 (3.99%) Product Specialist
14 23 (3.83%) Senior Systems Engineer
14 23 (3.83%) Systems Engineer
15 18 (3.00%) Azure Architect
16 17 (2.83%) Data Manager
17 16 (2.66%) Azure Data Engineer
17 16 (2.66%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 60 (9.98%) Kafka
2 43 (7.15%) PySpark
3 26 (4.33%) scikit-learn
4 24 (3.99%) LangChain
4 24 (3.99%) PyTorch
4 24 (3.99%) TensorFlow
5 23 (3.83%) LlamaIndex
5 23 (3.83%) pgvector
6 19 (3.16%) REST
7 14 (2.33%) Pandas
8 9 (1.50%) ARM Templates
8 9 (1.50%) JSON
9 7 (1.16%) Middleware
10 6 (1.00%) EDI
10 6 (1.00%) NumPy
11 4 (0.67%) .NET
11 4 (0.67%) XML
12 3 (0.50%) Node.js
12 3 (0.50%) Streamlit
12 3 (0.50%) YAML
Miscellaneous
1 62 (10.32%) Cloud Native
2 29 (4.83%) Analytical Mindset
3 26 (4.33%) Clustering
4 24 (3.99%) Data Structures
4 24 (3.99%) Public Cloud
5 20 (3.33%) Onboarding
5 20 (3.33%) Product Ownership
6 16 (2.66%) Distributed Computing
7 15 (2.50%) Management Information System
8 13 (2.16%) Legacy Systems
9 12 (2.00%) Low-Code
10 11 (1.83%) Replication
11 10 (1.66%) Greenfield Project
12 8 (1.33%) Data Protection Act
13 7 (1.16%) Hybrid Cloud
14 6 (1.00%) Reference Data
14 6 (1.00%) Sports Betting
15 5 (0.83%) Online Gambling
15 5 (0.83%) Reinsurance
16 4 (0.67%) Driving Licence
Operating Systems
1 6 (1.00%) Linux
2 5 (0.83%) Windows
3 4 (0.67%) Windows Server
4 3 (0.50%) Windows Server 2016
5 1 (0.17%) Unix
Processes & Methodologies
1 357 (59.40%) Analytics
2 311 (51.75%) Data Modelling
3 296 (49.25%) ETL
4 291 (48.42%) Business Intelligence
5 257 (42.76%) Data Engineering
6 220 (36.61%) Data Pipeline
7 197 (32.78%) AI
8 194 (32.28%) Data Governance
9 166 (27.62%) Decision-Making
10 138 (22.96%) Problem-Solving
11 113 (18.80%) CI/CD
11 113 (18.80%) Data Science
12 110 (18.30%) Machine Learning
13 106 (17.64%) Use Case
14 101 (16.81%) Agile
15 97 (16.14%) Data Management
16 95 (15.81%) Data Architecture
17 89 (14.81%) Performance Tuning
18 86 (14.31%) Data Integration
19 81 (13.48%) Mentoring
Programming Languages
1 420 (69.88%) SQL
2 293 (48.75%) Python
3 29 (4.83%) Data Analysis Expressions
4 23 (3.83%) R
5 20 (3.33%) Scala
6 16 (2.66%) Java
7 14 (2.33%) T-SQL
8 12 (2.00%) C#
9 11 (1.83%) PowerShell
10 9 (1.50%) JavaScript
11 6 (1.00%) Julia
12 5 (0.83%) Bash
12 5 (0.83%) Bicep
12 5 (0.83%) Kusto Query Language
12 5 (0.83%) PL/SQL
13 2 (0.33%) TypeScript
13 2 (0.33%) VBScript
14 1 (0.17%) Go
14 1 (0.17%) PHP
14 1 (0.17%) Shell Script
Qualifications
1 94 (15.64%) Degree
2 52 (8.65%) Security Cleared
3 32 (5.32%) Computer Science Degree
3 32 (5.32%) SC Cleared
4 21 (3.49%) Azure Certification
5 14 (2.33%) DBS Check
6 12 (2.00%) AWS Certification
6 12 (2.00%) BPSS Clearance
7 11 (1.83%) Master's Degree
8 9 (1.50%) Microsoft Certification
9 8 (1.33%) TOGAF Certification
10 6 (1.00%) DV Cleared
11 4 (0.67%) AWS Certified Solutions Architect
11 4 (0.67%) CITP
11 4 (0.67%) Tableau Certification
12 3 (0.50%) ICAEW
13 2 (0.33%) ACCA
13 2 (0.33%) CIMA
13 2 (0.33%) HND
13 2 (0.33%) SnowPro
Quality Assurance & Compliance
1 203 (33.78%) Data Quality
2 69 (11.48%) GDPR
3 23 (3.83%) California Consumer Privacy Act
4 12 (2.00%) Accessibility
5 8 (1.33%) QA
6 5 (0.83%) GRC
6 5 (0.83%) IFRS
6 5 (0.83%) Solvency II
7 4 (0.67%) IFRS 17
7 4 (0.67%) ISO/IEC 27001
7 4 (0.67%) Sarbanes-Oxley
8 3 (0.50%) NIST
8 3 (0.50%) SLA
9 2 (0.33%) EU AI Act
9 2 (0.33%) HIPAA
10 1 (0.17%) Actionable Recommendations
10 1 (0.17%) ISO 20022
10 1 (0.17%) ISO 22301
10 1 (0.17%) MiFID
10 1 (0.17%) Software Quality Assurance
System Software
1 20 (3.33%) Docker
2 5 (0.83%) Active Directory
Systems Management
1 38 (6.32%) Terraform
2 16 (2.66%) Kubernetes
3 6 (1.00%) Ansible
4 2 (0.33%) Control-M
5 1 (0.17%) Single Sign-On
Vendors
1 183 (30.45%) Databricks
2 135 (22.46%) Microsoft
3 48 (7.99%) Informatica
4 47 (7.82%) Dell
5 28 (4.66%) Google
6 27 (4.49%) Oracle
7 25 (4.16%) Teradata
8 24 (3.99%) Denodo
9 23 (3.83%) Cloudera
10 17 (2.83%) SAP
11 13 (2.16%) Talend
12 10 (1.66%) Salesforce
13 6 (1.00%) OpenAI
14 4 (0.67%) Netezza
14 4 (0.67%) Planon
14 4 (0.67%) Remedy
14 4 (0.67%) ServiceNow
15 3 (0.50%) Foundry
15 3 (0.50%) GoldenSource
15 3 (0.50%) Guidewire