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 2 August 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Aug 2026
Same period 2025 Same period 2024
Rank 273 188 163
Rank change year-on-year -85 -25 -39
Permanent jobs citing Data Warehouse 667 784 1,215
As % of all permanent jobs in England 0.73% 1.80% 1.67%
As % of the Database & Business Intelligence category 8.21% 11.48% 10.71%
Number of salaries quoted 485 442 818
10th Percentile £42,500 £41,250 £42,500
25th Percentile £51,250 £52,500 £52,500
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +1.07%
75th Percentile £87,500 £82,438 £82,875
90th Percentile £99,000 £97,500 £100,000
UK median annual salary £67,500 £67,500 £67,500
% change year-on-year - - +3.85%

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 8,128 6,831 11,348
As % of all permanent jobs advertised in England 8.85% 15.65% 15.56%
Number of salaries quoted 5,570 4,523 7,945
10th Percentile £36,250 £35,000 £37,199
25th Percentile £45,438 £46,250 £45,750
Median annual salary (50th Percentile) £60,000 £62,500 £62,500
Median % change year-on-year -4.00% - -3.85%
75th Percentile £80,000 £82,500 £85,000
90th Percentile £95,000 £110,000 £115,000
UK median annual salary £60,000 £60,622 £60,000
% change year-on-year -1.03% +1.04% -4.00%

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 2 August 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 2 August 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 -47 317 £82,500 +10.00% 193
North of England +13 152 £58,750 -2.08% 72
Yorkshire -14 67 £62,500 +4.17% 23
South East -97 63 £68,750 +5.77% 73
North West +8 62 £57,500 -4.17% 40
Midlands -68 51 £51,356 -18.16% 40
South West -90 38 £57,500 -22.03% 26
West Midlands -64 35 £55,000 -8.33% 33
East of England -16 34 £62,500 +25.00% 9
North East -35 23 £48,000 +1.05% 10
East Midlands -41 16 £38,050 -42.57% 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 (10.64%) Apache Airflow
2 68 (10.19%) Apache Spark
3 40 (6.00%) Apache
4 11 (1.65%) SAS
4 11 (1.65%) SharePoint
5 8 (1.20%) Confluence
6 3 (0.45%) Oracle Application Server
7 2 (0.30%) Luigi
8 1 (0.15%) CMS
8 1 (0.15%) GeoServer
8 1 (0.15%) Microsoft Exchange
8 1 (0.15%) Palantir Foundry
Applications
1 30 (4.50%) Microsoft Excel
2 5 (0.75%) Microsoft Office
3 3 (0.45%) Microsoft PowerPoint
4 1 (0.15%) Chatbot
4 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.05%) Dynamics CRM
2 4 (0.60%) Carpe Diem
2 4 (0.60%) Elite 3E
3 3 (0.45%) SAP S/4HANA
4 2 (0.30%) FLEXCUBE
4 2 (0.30%) IBM Planning Analytics
4 2 (0.30%) Markit EDM
4 2 (0.30%) Misys Opics
4 2 (0.30%) Oracle ERP
4 2 (0.30%) SAP Business One
4 2 (0.30%) Unit4 Business World
4 2 (0.30%) Workday HCM
5 1 (0.15%) Bloomberg TOMS
5 1 (0.15%) Loan IQ
5 1 (0.15%) NetSuite
5 1 (0.15%) Sage X3
5 1 (0.15%) SAP HCM
5 1 (0.15%) SAP MDG
5 1 (0.15%) Temenos T24
Cloud Services
1 338 (50.67%) Azure
2 233 (34.93%) Power Platform
3 202 (30.28%) AWS
4 143 (21.44%) Snowflake
5 115 (17.24%) GCP
6 101 (15.14%) Azure Data Factory
7 91 (13.64%) dbt
8 88 (13.19%) Azure Synapse Analytics
9 51 (7.65%) Azure DevOps
10 50 (7.50%) Amazon S3
11 42 (6.30%) Serverless
12 23 (3.45%) Azure Logic Apps
12 23 (3.45%) Power Automate
12 23 (3.45%) SaaS
13 22 (3.30%) AWS Lambda
13 22 (3.30%) PowerApps
14 21 (3.15%) Microsoft Purview
15 20 (3.00%) Amazon EMR
16 18 (2.70%) Cloud Computing
17 17 (2.55%) GitHub
Communications & Networking
1 4 (0.60%) Kerberos
1 4 (0.60%) NAS
2 2 (0.30%) 4G
2 2 (0.30%) 5G
2 2 (0.30%) HTTP
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 220 (32.98%) Power BI
2 179 (26.84%) Data Lake
3 96 (14.39%) Amazon Redshift
4 94 (14.09%) SQL Server
5 77 (11.54%) Tableau
6 69 (10.34%) BigQuery
6 69 (10.34%) Metadata
7 47 (7.05%) Azure SQL Database
7 47 (7.05%) Star Schema
8 46 (6.90%) SQL Server Integration Services
9 43 (6.45%) Snowflake Schema
10 42 (6.30%) Big Data
11 39 (5.85%) SQL Server Reporting Services
12 36 (5.40%) Looker
13 29 (4.35%) PostgreSQL
14 27 (4.05%) Power Query
15 26 (3.90%) Azure SQL Data Warehouse
16 24 (3.60%) Relational Database
17 23 (3.45%) Elasticsearch
18 22 (3.30%) MySQL
Development Applications
1 47 (7.05%) Git
2 28 (4.20%) MLflow
3 24 (3.60%) JIRA
4 13 (1.95%) Jenkins
5 10 (1.50%) Visual Studio
6 5 (0.75%) Selenium
7 4 (0.60%) GitLab
7 4 (0.60%) Postman
7 4 (0.60%) SQL Server Management Studio (SSMS)
8 3 (0.45%) Bitbucket
8 3 (0.45%) Cucumber
8 3 (0.45%) JMeter
8 3 (0.45%) NUnit
8 3 (0.45%) SoapUI
8 3 (0.45%) Visual Studio Code
8 3 (0.45%) Zephyr
9 1 (0.15%) ERwin
9 1 (0.15%) JUnit
9 1 (0.15%) Oracle APEX
9 1 (0.15%) PowerDesigner
General
1 182 (27.29%) Analytical Skills
2 174 (26.09%) Social Skills
3 171 (25.64%) Finance
4 39 (5.85%) Public Sector
5 31 (4.65%) Banking
6 19 (2.85%) Retail
7 18 (2.70%) Inclusion and Diversity
8 17 (2.55%) Law
8 17 (2.55%) Marketing
9 15 (2.25%) Manufacturing
10 13 (1.95%) Advertising
10 13 (1.95%) Influencing Skills
10 13 (1.95%) Legal
11 10 (1.50%) Presentation Skills
12 9 (1.35%) Local Government
13 8 (1.20%) Documentation Skills
14 7 (1.05%) Fire and Rescue
14 7 (1.05%) Retail Banking
15 6 (0.90%) Aerospace
15 6 (0.90%) Billing
Job Titles
1 242 (36.28%) Data Engineer
2 129 (19.34%) Senior
3 97 (14.54%) Lead
4 82 (12.29%) Architect
5 64 (9.60%) Analyst
5 64 (9.60%) Data Architect
5 64 (9.60%) Developer
6 51 (7.65%) Senior Data Engineer
7 35 (5.25%) Data Analyst
8 34 (5.10%) Azure Engineer
9 32 (4.80%) Lead Data Engineer
10 30 (4.50%) Business Intelligence Developer
11 24 (3.60%) Data Management Specialist
11 24 (3.60%) Product Specialist
12 23 (3.45%) Senior Systems Engineer
12 23 (3.45%) Systems Engineer
13 20 (3.00%) Azure Data Engineer
14 19 (2.85%) Business Intelligence Analyst
14 19 (2.85%) Consultant
15 16 (2.40%) Data Manager
Libraries, Frameworks & Software Standards
1 60 (9.00%) Kafka
2 52 (7.80%) PySpark
3 30 (4.50%) scikit-learn
4 25 (3.75%) TensorFlow
5 24 (3.60%) LangChain
5 24 (3.60%) PyTorch
6 23 (3.45%) LlamaIndex
6 23 (3.45%) pgvector
7 22 (3.30%) REST
8 19 (2.85%) Pandas
9 14 (2.10%) JSON
10 10 (1.50%) .NET
11 9 (1.35%) ARM Templates
11 9 (1.35%) NumPy
12 8 (1.20%) XML
13 7 (1.05%) Middleware
13 7 (1.05%) Node.js
14 6 (0.90%) React
15 5 (0.75%) SOAP
15 5 (0.75%) XGBoost
Miscellaneous
1 68 (10.19%) Cloud Native
2 29 (4.35%) Onboarding
3 27 (4.05%) Analytical Mindset
4 26 (3.90%) Clustering
4 26 (3.90%) Product Ownership
4 26 (3.90%) Public Cloud
5 25 (3.75%) Data Structures
6 20 (3.00%) Distributed Computing
7 15 (2.25%) Management Information System
8 14 (2.10%) Data Protection Act
8 14 (2.10%) Legacy Systems
8 14 (2.10%) Replication
9 13 (1.95%) Greenfield Project
10 11 (1.65%) Low-Code
11 8 (1.20%) Self-Motivation
12 6 (0.90%) Credit Risk
12 6 (0.90%) Data Centre
12 6 (0.90%) Enterprise Cloud
12 6 (0.90%) Hybrid Cloud
12 6 (0.90%) Reinsurance
Operating Systems
1 7 (1.05%) Linux
1 7 (1.05%) Windows
2 5 (0.75%) Windows Server
3 4 (0.60%) Windows Server 2016
4 2 (0.30%) Unix
Processes & Methodologies
1 412 (61.77%) Analytics
2 344 (51.57%) Data Modelling
3 318 (47.68%) Business Intelligence
4 306 (45.88%) ETL
5 281 (42.13%) Data Engineering
6 242 (36.28%) Data Pipeline
7 233 (34.93%) AI
8 212 (31.78%) Data Governance
9 196 (29.39%) Decision-Making
10 147 (22.04%) Problem-Solving
11 135 (20.24%) CI/CD
12 130 (19.49%) Data Science
13 128 (19.19%) Machine Learning
14 125 (18.74%) Agile
15 117 (17.54%) Data Architecture
16 107 (16.04%) Use Case
17 103 (15.44%) Data Management
18 99 (14.84%) Data Integration
19 98 (14.69%) DevOps
20 93 (13.94%) Mentoring
Programming Languages
1 467 (70.01%) SQL
2 332 (49.78%) Python
3 41 (6.15%) Data Analysis Expressions
4 28 (4.20%) R
5 24 (3.60%) C#
6 23 (3.45%) Scala
7 21 (3.15%) Java
8 19 (2.85%) JavaScript
9 16 (2.40%) T-SQL
10 14 (2.10%) PowerShell
11 6 (0.90%) Julia
11 6 (0.90%) Kusto Query Language
12 5 (0.75%) Bash
12 5 (0.75%) TypeScript
13 4 (0.60%) Bicep
14 2 (0.30%) Go
14 2 (0.30%) PL/SQL
14 2 (0.30%) Shell Script
14 2 (0.30%) VBScript
15 1 (0.15%) C++
Qualifications
1 107 (16.04%) Degree
2 66 (9.90%) Security Cleared
3 42 (6.30%) SC Cleared
4 34 (5.10%) Computer Science Degree
5 25 (3.75%) Azure Certification
6 20 (3.00%) BPSS Clearance
7 14 (2.10%) DBS Check
8 13 (1.95%) AWS Certification
9 10 (1.50%) Master's Degree
10 9 (1.35%) DV Cleared
10 9 (1.35%) Microsoft Certification
11 8 (1.20%) TOGAF Certification
12 5 (0.75%) Tableau Certification
13 4 (0.60%) ACCA
13 4 (0.60%) CIMA
14 3 (0.45%) AWS Certified Solutions Architect
14 3 (0.45%) ICAEW
14 3 (0.45%) ISEB
14 3 (0.45%) ISTQB
15 2 (0.30%) SnowPro
Quality Assurance & Compliance
1 231 (34.63%) Data Quality
2 83 (12.44%) GDPR
3 23 (3.45%) California Consumer Privacy Act
4 16 (2.40%) QA
5 15 (2.25%) Accessibility
6 5 (0.75%) EU AI Act
7 4 (0.60%) Actionable Recommendations
8 3 (0.45%) GRC
8 3 (0.45%) IFRS
8 3 (0.45%) NIST
8 3 (0.45%) PMO
8 3 (0.45%) Sarbanes-Oxley
8 3 (0.45%) SLA
8 3 (0.45%) Solvency II
9 2 (0.30%) IFRS 17
9 2 (0.30%) ISO/IEC 27001
10 1 (0.15%) HIPAA
10 1 (0.15%) ISO 20022
10 1 (0.15%) ISO 22301
10 1 (0.15%) PERC
System Software
1 31 (4.65%) Docker
2 8 (1.20%) Active Directory
Systems Management
1 41 (6.15%) Terraform
2 19 (2.85%) Kubernetes
3 8 (1.20%) Ansible
4 3 (0.45%) Control-M
5 2 (0.30%) Prometheus
6 1 (0.15%) Grafana
6 1 (0.15%) Single Sign-On
Vendors
1 205 (30.73%) Databricks
2 172 (25.79%) Microsoft
3 47 (7.05%) Dell
4 43 (6.45%) Informatica
5 36 (5.40%) Google
6 26 (3.90%) Oracle
6 26 (3.90%) Teradata
7 24 (3.60%) Denodo
8 23 (3.45%) Cloudera
9 21 (3.15%) SAP
10 12 (1.80%) Talend
11 10 (1.50%) Salesforce
12 8 (1.20%) OpenAI
13 5 (0.75%) Netezza
14 4 (0.60%) Intapp
14 4 (0.60%) Remedy
14 4 (0.60%) ServiceNow
15 3 (0.45%) Alteryx
15 3 (0.45%) Foundry
15 3 (0.45%) Guidewire