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

6 months to
26 Aug 2026
Same period 2025 Same period 2024
Rank 262 200 147
Rank change year-on-year -62 -53 -24
Permanent jobs citing Data Warehouse 685 730 1,319
As % of all permanent jobs in England 0.71% 1.67% 1.81%
As % of the Database & Business Intelligence category 8.56% 10.93% 11.70%
Number of salaries quoted 488 439 777
10th Percentile £42,500 £41,250 £42,500
25th Percentile £51,250 £52,500 £51,250
Median annual salary (50th Percentile) £65,000 £67,500 £67,500
Median % change year-on-year -3.70% - +3.29%
75th Percentile £87,500 £83,750 £82,500
90th Percentile £98,250 £100,000 £100,000
UK median annual salary £65,000 £67,500 £66,480
% change year-on-year -3.70% +1.54% +2.28%

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 7,999 6,677 11,277
As % of all permanent jobs advertised in England 8.30% 15.26% 15.45%
Number of salaries quoted 5,555 4,398 7,573
10th Percentile £36,250 £34,750 £37,250
25th Percentile £45,750 £45,000 £46,250
Median annual salary (50th Percentile) £60,000 £60,000 £62,500
Median % change year-on-year - -4.00% -3.85%
75th Percentile £80,000 £80,000 £86,250
90th Percentile £95,000 £109,125 £115,000
UK median annual salary £60,000 £60,000 £60,000
% change year-on-year - - -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 26 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 26 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 -59 317 £82,500 +10.00% 148
North of England +10 157 £57,500 -4.17% 35
North West +15 66 £55,557 -7.41% 19
South East -87 66 £62,500 -3.85% 35
Yorkshire -14 65 £62,500 +8.70% 10
Midlands -65 58 £51,356 -20.99% 22
South West -67 42 £58,750 -18.97% 23
West Midlands -53 40 £53,178 -11.37% 16
East of England -16 35 £62,500 +25.00% 10
North East -42 26 £48,000 -16.52% 6
East Midlands -30 18 £38,050 -42.57% 6
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 70 (10.22%) Apache Spark
2 64 (9.34%) Apache Airflow
3 41 (5.99%) Apache
4 13 (1.90%) SharePoint
5 10 (1.46%) Confluence
6 8 (1.17%) SAS
7 2 (0.29%) Luigi
7 2 (0.29%) Oracle Application Server
8 1 (0.15%) Apache Superset
8 1 (0.15%) CMS
8 1 (0.15%) GeoServer
8 1 (0.15%) Jupyter
8 1 (0.15%) Microsoft Exchange
Applications
1 29 (4.23%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) Microsoft PowerPoint
3 1 (0.15%) Chatbot
3 1 (0.15%) Microsoft Project
3 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.02%) Carpe Diem
1 7 (1.02%) Dynamics CRM
1 7 (1.02%) Elite 3E
2 3 (0.44%) Actimize
2 3 (0.44%) FLEXCUBE
2 3 (0.44%) SAP S/4HANA
3 2 (0.29%) IBM Planning Analytics
3 2 (0.29%) Misys Opics
3 2 (0.29%) Oracle ERP
3 2 (0.29%) SAP Business One
3 2 (0.29%) SAP ERP
3 2 (0.29%) Temenos T24
3 2 (0.29%) Workday HCM
4 1 (0.15%) Bloomberg TOMS
4 1 (0.15%) Loan IQ
4 1 (0.15%) NetSuite
4 1 (0.15%) Sage X3
4 1 (0.15%) SAP HCM
4 1 (0.15%) SAP MDG
4 1 (0.15%) Sparx Enterprise Architect
Cloud Services
1 354 (51.68%) Azure
2 240 (35.04%) Power Platform
3 211 (30.80%) AWS
4 139 (20.29%) Snowflake
5 121 (17.66%) GCP
6 106 (15.47%) Azure Data Factory
7 90 (13.14%) Azure Synapse Analytics
8 83 (12.12%) dbt
9 60 (8.76%) Azure DevOps
10 54 (7.88%) Amazon S3
11 46 (6.72%) Serverless
12 26 (3.80%) AWS Lambda
12 26 (3.80%) Azure Logic Apps
13 24 (3.50%) Microsoft Purview
14 23 (3.36%) SaaS
15 22 (3.21%) GitHub
16 21 (3.07%) Amazon EMR
17 20 (2.92%) PowerApps
18 18 (2.63%) Cloud Computing
18 18 (2.63%) Power Automate
Communications & Networking
1 4 (0.58%) Kerberos
1 4 (0.58%) NAS
2 2 (0.29%) HTTP
3 1 (0.15%) 4G
3 1 (0.15%) 5G
3 1 (0.15%) ATM
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 229 (33.43%) Power BI
2 191 (27.88%) Data Lake
3 97 (14.16%) SQL Server
4 95 (13.87%) Amazon Redshift
5 81 (11.82%) Metadata
6 78 (11.39%) Tableau
7 69 (10.07%) BigQuery
8 53 (7.74%) Azure SQL Database
9 52 (7.59%) Star Schema
10 45 (6.57%) SQL Server Integration Services
11 43 (6.28%) Big Data
11 43 (6.28%) Snowflake Schema
12 41 (5.99%) SQL Server Reporting Services
13 40 (5.84%) Looker
14 30 (4.38%) PostgreSQL
15 26 (3.80%) Power Query
16 25 (3.65%) NoSQL
17 23 (3.36%) Elasticsearch
17 23 (3.36%) Relational Database
18 22 (3.21%) MySQL
Development Applications
1 49 (7.15%) Git
2 28 (4.09%) MLflow
3 27 (3.94%) JIRA
4 17 (2.48%) Jenkins
5 8 (1.17%) Selenium
6 7 (1.02%) GitLab
6 7 (1.02%) Postman
7 6 (0.88%) Visual Studio
8 5 (0.73%) NUnit
9 4 (0.58%) Cucumber
9 4 (0.58%) JMeter
9 4 (0.58%) SoapUI
9 4 (0.58%) SQL Server Management Studio (SSMS)
9 4 (0.58%) Zephyr
10 3 (0.44%) Bitbucket
10 3 (0.44%) Cypress.io
10 3 (0.44%) JUnit
10 3 (0.44%) Snyk
10 3 (0.44%) SonarQube
10 3 (0.44%) Visual Studio Code
General
1 189 (27.59%) Social Skills
2 177 (25.84%) Analytical Skills
3 173 (25.26%) Finance
4 40 (5.84%) Banking
5 38 (5.55%) Public Sector
6 23 (3.36%) Law
7 22 (3.21%) Legal
7 22 (3.21%) Marketing
8 21 (3.07%) Retail
9 19 (2.77%) Inclusion and Diversity
10 17 (2.48%) Manufacturing
11 15 (2.19%) Influencing Skills
12 13 (1.90%) Advertising
13 12 (1.75%) Presentation Skills
14 11 (1.61%) Local Government
15 9 (1.31%) Military
15 9 (1.31%) Retail Banking
16 8 (1.17%) Aerospace
17 7 (1.02%) Documentation Skills
17 7 (1.02%) Fire and Rescue
Job Titles
1 242 (35.33%) Data Engineer
2 135 (19.71%) Senior
3 93 (13.58%) Lead
4 81 (11.82%) Architect
5 69 (10.07%) Analyst
5 69 (10.07%) Data Architect
6 68 (9.93%) Developer
7 50 (7.30%) Senior Data Engineer
8 39 (5.69%) Data Analyst
9 38 (5.55%) Azure Engineer
10 33 (4.82%) Business Intelligence Developer
11 32 (4.67%) Lead Data Engineer
12 24 (3.50%) Data Management Specialist
12 24 (3.50%) Product Specialist
13 23 (3.36%) Senior Systems Engineer
13 23 (3.36%) Systems Engineer
14 22 (3.21%) Business Intelligence Analyst
15 18 (2.63%) Azure Data Engineer
15 18 (2.63%) Consultant
15 18 (2.63%) Data Manager
Libraries, Frameworks & Software Standards
1 59 (8.61%) Kafka
2 52 (7.59%) PySpark
3 44 (6.42%) Terraform
4 30 (4.38%) scikit-learn
5 29 (4.23%) REST
6 25 (3.65%) TensorFlow
7 24 (3.50%) LangChain
7 24 (3.50%) pgvector
7 24 (3.50%) PyTorch
8 23 (3.36%) LlamaIndex
9 18 (2.63%) Pandas
10 17 (2.48%) JSON
11 11 (1.61%) .NET
12 10 (1.46%) React
12 10 (1.46%) XML
13 9 (1.31%) ARM Templates
13 9 (1.31%) Node.js
14 8 (1.17%) NumPy
15 6 (0.88%) FastAPI
15 6 (0.88%) SOAP
Miscellaneous
1 77 (11.24%) Cloud Native
2 34 (4.96%) Product Ownership
3 27 (3.94%) Public Cloud
4 26 (3.80%) Clustering
4 26 (3.80%) Onboarding
5 23 (3.36%) Data Structures
6 19 (2.77%) Analytical Mindset
6 19 (2.77%) Distributed Computing
7 18 (2.63%) Legacy Systems
8 16 (2.34%) Management Information System
9 13 (1.90%) Data Protection Act
9 13 (1.90%) Replication
10 9 (1.31%) Enterprise Software
10 9 (1.31%) Greenfield Project
11 8 (1.17%) Self-Motivation
12 7 (1.02%) Reference Data
13 6 (0.88%) AI Agents
13 6 (0.88%) Blog
13 6 (0.88%) Credit Risk
13 6 (0.88%) Enterprise Cloud
Operating Systems
1 10 (1.46%) Windows
2 7 (1.02%) Linux
3 5 (0.73%) Windows Server
4 4 (0.58%) Windows Server 2016
5 2 (0.29%) Unix
Processes & Methodologies
1 414 (60.44%) Analytics
2 345 (50.36%) Data Modelling
3 325 (47.45%) Business Intelligence
4 312 (45.55%) ETL
5 294 (42.92%) Data Engineering
6 248 (36.20%) AI
6 248 (36.20%) Data Pipeline
7 210 (30.66%) Data Governance
8 195 (28.47%) Decision-Making
9 143 (20.88%) CI/CD
10 141 (20.58%) Problem-Solving
11 139 (20.29%) Agile
12 138 (20.15%) Data Science
13 137 (20.00%) Data Architecture
14 134 (19.56%) Machine Learning
15 112 (16.35%) DevOps
16 109 (15.91%) Data Management
17 107 (15.62%) Use Case
18 106 (15.47%) Data Integration
19 89 (12.99%) Mentoring
Programming Languages
1 485 (70.80%) SQL
2 342 (49.93%) Python
3 48 (7.01%) Data Analysis Expressions
4 29 (4.23%) C#
5 27 (3.94%) R
6 24 (3.50%) JavaScript
6 24 (3.50%) Scala
7 22 (3.21%) Java
8 19 (2.77%) T-SQL
9 12 (1.75%) PowerShell
10 6 (0.88%) Julia
10 6 (0.88%) Kusto Query Language
10 6 (0.88%) TypeScript
11 5 (0.73%) Bash
12 4 (0.58%) Bicep
12 4 (0.58%) Go
13 2 (0.29%) PL/SQL
13 2 (0.29%) Shell Script
13 2 (0.29%) VBScript
14 1 (0.15%) C++
Qualifications
1 112 (16.35%) Degree
2 71 (10.36%) Security Cleared
3 46 (6.72%) SC Cleared
4 34 (4.96%) Computer Science Degree
5 27 (3.94%) Azure Certification
6 21 (3.07%) BPSS Clearance
7 16 (2.34%) AWS Certification
8 12 (1.75%) DBS Check
9 11 (1.61%) DV Cleared
10 10 (1.46%) Master's Degree
11 9 (1.31%) Microsoft Certification
11 9 (1.31%) TOGAF Certification
12 5 (0.73%) Tableau Certification
13 4 (0.58%) ACCA
13 4 (0.58%) AWS Certified Solutions Architect
13 4 (0.58%) CIMA
13 4 (0.58%) ISEB
13 4 (0.58%) ISTQB
13 4 (0.58%) OCP
13 4 (0.58%) Oracle Certification
Quality Assurance & Compliance
1 246 (35.91%) Data Quality
2 87 (12.70%) GDPR
3 27 (3.94%) California Consumer Privacy Act
4 19 (2.77%) QA
5 14 (2.04%) Accessibility
6 5 (0.73%) EU AI Act
7 4 (0.58%) Actionable Recommendations
7 4 (0.58%) NIST
8 3 (0.44%) IFRS
8 3 (0.44%) PMO
8 3 (0.44%) SLA
8 3 (0.44%) Solvency II
9 2 (0.29%) IFRS 17
9 2 (0.29%) Sarbanes-Oxley
10 1 (0.15%) Cyber Essentials
10 1 (0.15%) HIPAA
10 1 (0.15%) ISO 20022
10 1 (0.15%) ISO 22301
10 1 (0.15%) ISO/IEC 27001
10 1 (0.15%) PERC
System Software
1 33 (4.82%) Docker
2 8 (1.17%) Active Directory
Systems Management
1 24 (3.50%) Kubernetes
2 8 (1.17%) Ansible
3 4 (0.58%) Prometheus
4 3 (0.44%) Grafana
5 1 (0.15%) Control-M
Vendors
1 208 (30.36%) Databricks
2 184 (26.86%) Microsoft
3 49 (7.15%) Dell
4 43 (6.28%) Informatica
5 34 (4.96%) Google
6 27 (3.94%) Oracle
7 26 (3.80%) SAP
7 26 (3.80%) Teradata
8 25 (3.65%) Denodo
9 23 (3.36%) Cloudera
10 14 (2.04%) Talend
11 12 (1.75%) Salesforce
12 9 (1.31%) OpenAI
13 5 (0.73%) Netezza
14 4 (0.58%) Intapp
14 4 (0.58%) Pega
14 4 (0.58%) Red Hat
14 4 (0.58%) Remedy
14 4 (0.58%) ServiceNow
14 4 (0.58%) Workday