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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 277 190 161
Rank change year-on-year -87 -29 -37
Permanent jobs citing Data Warehouse 618 770 1,517
As % of all permanent jobs in England 0.71% 1.77% 1.71%
As % of the Database & Business Intelligence category 7.84% 11.26% 10.68%
Number of salaries quoted 449 435 1,076
10th Percentile £42,500 £41,750 £42,250
25th Percentile £51,250 £52,500 £49,000
Median annual salary (50th Percentile) £65,000 £67,500 £65,000
Median % change year-on-year -3.70% +3.85% -0.54%
75th Percentile £87,500 £82,500 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £65,000

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 7,878 6,838 14,204
As % of all permanent jobs advertised in England 9.00% 15.76% 16.04%
Number of salaries quoted 5,368 4,539 10,537
10th Percentile £36,250 £35,000 £35,529
25th Percentile £45,750 £46,250 £43,750
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 £110,000 £107,500
UK median annual salary £60,000 £61,182 £57,501
% change year-on-year -1.93% +6.40% -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 12 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 12 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 -46 307 £82,500 +10.00% 137
North of England +18 130 £57,500 -2.13% 47
Yorkshire -6 64 £62,500 +4.17% 12
South East -103 58 £66,250 +1.92% 43
North West -5 50 £57,500 +4.55% 27
Midlands -68 46 £55,000 -4.35% 22
East of England -9 34 £65,000 +30.00% 10
South West -88 33 £56,250 -19.64% 12
West Midlands -48 31 £55,000 - 12
North East -43 16 £48,000 +1.05% 8
East Midlands -36 15 £40,887 -37.10% 10
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 72 (11.65%) Apache Airflow
2 61 (9.87%) Apache Spark
3 34 (5.50%) Apache
4 11 (1.78%) SAS
4 11 (1.78%) SharePoint
5 7 (1.13%) Confluence
6 6 (0.97%) Oracle Application Server
7 2 (0.32%) Luigi
7 2 (0.32%) Palantir Foundry
8 1 (0.16%) CMS
8 1 (0.16%) GeoServer
8 1 (0.16%) Microsoft Exchange
8 1 (0.16%) WordPress
Applications
1 30 (4.85%) Microsoft Excel
2 8 (1.29%) Microsoft Office
3 3 (0.49%) Microsoft PowerPoint
4 2 (0.32%) Spreadsheet
5 1 (0.16%) Chatbot
Business Applications
1 5 (0.81%) Dynamics CRM
2 3 (0.49%) Carpe Diem
2 3 (0.49%) Elite 3E
2 3 (0.49%) FLEXCUBE
2 3 (0.49%) Misys Opics
2 3 (0.49%) Oracle ERP
2 3 (0.49%) SAP S/4HANA
3 2 (0.32%) IBM Planning Analytics
3 2 (0.32%) Markit EDM
3 2 (0.32%) SAP Business One
3 2 (0.32%) Unit4 Business World
4 1 (0.16%) Aladdin
4 1 (0.16%) Loan IQ
4 1 (0.16%) NetSuite
4 1 (0.16%) Oracle Financials
4 1 (0.16%) Sage X3
4 1 (0.16%) SAP MDG
4 1 (0.16%) Temenos T24
Cloud Services
1 309 (50.00%) Azure
2 218 (35.28%) Power Platform
3 188 (30.42%) AWS
4 142 (22.98%) Snowflake
5 106 (17.15%) GCP
6 98 (15.86%) Azure Data Factory
7 91 (14.72%) Azure Synapse Analytics
8 89 (14.40%) dbt
9 44 (7.12%) Amazon S3
10 36 (5.83%) Azure DevOps
11 35 (5.66%) Serverless
12 28 (4.53%) Power Automate
13 24 (3.88%) PowerApps
14 22 (3.56%) SaaS
15 21 (3.40%) AWS Lambda
16 20 (3.24%) Microsoft Purview
17 19 (3.07%) Azure Logic Apps
18 16 (2.59%) Amazon EMR
19 15 (2.43%) Cloud Computing
20 13 (2.10%) GitHub
Communications & Networking
1 4 (0.65%) Kerberos
1 4 (0.65%) NAS
2 2 (0.32%) 4G
2 2 (0.32%) 5G
3 1 (0.16%) Broadband
3 1 (0.16%) Internet
3 1 (0.16%) SMS
Database & Business Intelligence
1 208 (33.66%) Power BI
2 164 (26.54%) Data Lake
3 87 (14.08%) Amazon Redshift
4 76 (12.30%) SQL Server
5 70 (11.33%) Tableau
6 63 (10.19%) BigQuery
7 56 (9.06%) Metadata
8 44 (7.12%) Star Schema
9 43 (6.96%) Snowflake Schema
10 41 (6.63%) Big Data
11 39 (6.31%) SQL Server Integration Services
12 38 (6.15%) Azure SQL Database
13 35 (5.66%) SQL Server Reporting Services
14 33 (5.34%) Looker
15 27 (4.37%) PostgreSQL
16 23 (3.72%) Elasticsearch
17 22 (3.56%) Azure SQL Data Warehouse
18 20 (3.24%) Relational Database
19 18 (2.91%) NoSQL
19 18 (2.91%) Power Query
Development Applications
1 33 (5.34%) Git
2 28 (4.53%) MLflow
3 23 (3.72%) JIRA
4 14 (2.27%) Visual Studio
5 6 (0.97%) Jenkins
6 5 (0.81%) SQL Server Management Studio (SSMS)
7 2 (0.32%) DBeaver
7 2 (0.32%) Zephyr
8 1 (0.16%) Cucumber
8 1 (0.16%) ERwin
8 1 (0.16%) GitLab
8 1 (0.16%) JMeter
8 1 (0.16%) Oracle APEX
8 1 (0.16%) Postman
8 1 (0.16%) PowerDesigner
8 1 (0.16%) Selenium
8 1 (0.16%) SoapUI
8 1 (0.16%) TestDirector
General
1 174 (28.16%) Analytical Skills
2 165 (26.70%) Finance
3 162 (26.21%) Social Skills
4 28 (4.53%) Banking
4 28 (4.53%) Public Sector
5 16 (2.59%) Manufacturing
6 15 (2.43%) Retail
7 14 (2.27%) Influencing Skills
7 14 (2.27%) Law
7 14 (2.27%) Marketing
8 13 (2.10%) Advertising
8 13 (2.10%) Legal
9 12 (1.94%) Inclusion and Diversity
10 9 (1.46%) Documentation Skills
11 8 (1.29%) Local Government
11 8 (1.29%) Presentation Skills
12 7 (1.13%) Billing
12 7 (1.13%) Financial Institution
13 6 (0.97%) Retail Banking
14 5 (0.81%) Organisational Skills
Job Titles
1 221 (35.76%) Data Engineer
2 113 (18.28%) Senior
3 81 (13.11%) Architect
3 81 (13.11%) Lead
4 65 (10.52%) Data Architect
5 62 (10.03%) Analyst
6 59 (9.55%) Developer
7 42 (6.80%) Senior Data Engineer
8 34 (5.50%) Lead Data Engineer
9 33 (5.34%) Data Analyst
10 29 (4.69%) Azure Engineer
11 26 (4.21%) Business Intelligence Developer
12 24 (3.88%) Data Management Specialist
12 24 (3.88%) Product Specialist
13 23 (3.72%) Senior Systems Engineer
13 23 (3.72%) Systems Engineer
14 17 (2.75%) Azure Architect
14 17 (2.75%) Business Intelligence Analyst
15 16 (2.59%) Azure Data Engineer
15 16 (2.59%) Data Manager
Libraries, Frameworks & Software Standards
1 60 (9.71%) Kafka
2 41 (6.63%) PySpark
3 28 (4.53%) scikit-learn
4 25 (4.05%) TensorFlow
5 24 (3.88%) LangChain
5 24 (3.88%) PyTorch
6 23 (3.72%) LlamaIndex
6 23 (3.72%) pgvector
7 20 (3.24%) REST
8 15 (2.43%) Pandas
9 10 (1.62%) JSON
10 9 (1.46%) ARM Templates
11 7 (1.13%) Middleware
11 7 (1.13%) NumPy
12 5 (0.81%) EDI
12 5 (0.81%) Node.js
12 5 (0.81%) XML
13 4 (0.65%) .NET
14 3 (0.49%) CSS
14 3 (0.49%) HTML
Miscellaneous
1 64 (10.36%) Cloud Native
2 32 (5.18%) Analytical Mindset
3 27 (4.37%) Data Structures
4 26 (4.21%) Clustering
5 24 (3.88%) Public Cloud
6 23 (3.72%) Onboarding
7 20 (3.24%) Product Ownership
8 18 (2.91%) Distributed Computing
9 14 (2.27%) Legacy Systems
9 14 (2.27%) Management Information System
10 11 (1.78%) Low-Code
10 11 (1.78%) Replication
11 10 (1.62%) Greenfield Project
12 9 (1.46%) Data Protection Act
13 8 (1.29%) Hybrid Cloud
14 6 (0.97%) Reference Data
14 6 (0.97%) Reinsurance
14 6 (0.97%) Sports Betting
15 5 (0.81%) Data Centre
15 5 (0.81%) Online Gambling
Operating Systems
1 7 (1.13%) Linux
2 6 (0.97%) Windows
3 5 (0.81%) Windows Server
4 4 (0.65%) Windows Server 2016
5 1 (0.16%) Unix
Processes & Methodologies
1 373 (60.36%) Analytics
2 318 (51.46%) Data Modelling
3 296 (47.90%) Business Intelligence
3 296 (47.90%) ETL
4 259 (41.91%) Data Engineering
5 225 (36.41%) Data Pipeline
6 207 (33.50%) AI
7 198 (32.04%) Data Governance
8 175 (28.32%) Decision-Making
9 141 (22.82%) Problem-Solving
10 119 (19.26%) CI/CD
11 116 (18.77%) Data Science
12 115 (18.61%) Machine Learning
13 109 (17.64%) Agile
14 106 (17.15%) Use Case
15 100 (16.18%) Data Management
16 99 (16.02%) Data Architecture
17 89 (14.40%) Performance Tuning
18 85 (13.75%) Data Integration
19 83 (13.43%) Mentoring
Programming Languages
1 430 (69.58%) SQL
2 301 (48.71%) Python
3 31 (5.02%) Data Analysis Expressions
4 23 (3.72%) R
5 21 (3.40%) Scala
6 18 (2.91%) Java
7 16 (2.59%) T-SQL
8 14 (2.27%) C#
9 13 (2.10%) PowerShell
10 11 (1.78%) JavaScript
11 6 (0.97%) Bash
11 6 (0.97%) Julia
12 5 (0.81%) Bicep
12 5 (0.81%) Kusto Query Language
12 5 (0.81%) PL/SQL
13 4 (0.65%) TypeScript
14 2 (0.32%) VBScript
15 1 (0.16%) Go
15 1 (0.16%) PHP
15 1 (0.16%) Shell Script
Qualifications
1 97 (15.70%) Degree
2 55 (8.90%) Security Cleared
3 33 (5.34%) SC Cleared
4 31 (5.02%) Computer Science Degree
5 21 (3.40%) Azure Certification
6 14 (2.27%) DBS Check
7 13 (2.10%) AWS Certification
8 11 (1.78%) BPSS Clearance
8 11 (1.78%) Master's Degree
9 9 (1.46%) Microsoft Certification
9 9 (1.46%) TOGAF Certification
10 6 (0.97%) DV Cleared
11 4 (0.65%) AWS Certified Solutions Architect
11 4 (0.65%) Tableau Certification
12 3 (0.49%) CITP
12 3 (0.49%) ICAEW
13 2 (0.32%) ACCA
13 2 (0.32%) CIMA
13 2 (0.32%) HND
13 2 (0.32%) SnowPro
Quality Assurance & Compliance
1 211 (34.14%) Data Quality
2 74 (11.97%) GDPR
3 23 (3.72%) California Consumer Privacy Act
4 12 (1.94%) Accessibility
5 11 (1.78%) QA
6 5 (0.81%) GRC
7 4 (0.65%) IFRS
7 4 (0.65%) ISO/IEC 27001
7 4 (0.65%) Sarbanes-Oxley
7 4 (0.65%) Solvency II
8 3 (0.49%) EU AI Act
8 3 (0.49%) IFRS 17
8 3 (0.49%) NIST
8 3 (0.49%) SLA
9 2 (0.32%) HIPAA
10 1 (0.16%) Actionable Recommendations
10 1 (0.16%) ISO 20022
10 1 (0.16%) MiFID
10 1 (0.16%) PERC
10 1 (0.16%) Software Quality Assurance
System Software
1 21 (3.40%) Docker
2 6 (0.97%) Active Directory
Systems Management
1 40 (6.47%) Terraform
2 16 (2.59%) Kubernetes
3 7 (1.13%) Ansible
4 2 (0.32%) Control-M
5 1 (0.16%) Single Sign-On
Vendors
1 185 (29.94%) Databricks
2 141 (22.82%) Microsoft
3 47 (7.61%) Dell
3 47 (7.61%) Informatica
4 30 (4.85%) Google
5 28 (4.53%) Oracle
6 26 (4.21%) Teradata
7 24 (3.88%) Denodo
8 23 (3.72%) Cloudera
9 18 (2.91%) SAP
10 13 (2.10%) Talend
11 10 (1.62%) Salesforce
12 6 (0.97%) OpenAI
13 5 (0.81%) Netezza
14 4 (0.65%) Remedy
14 4 (0.65%) ServiceNow
15 3 (0.49%) Cognos
15 3 (0.49%) Foundry
15 3 (0.49%) GoldenSource
15 3 (0.49%) Guidewire