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

6 months to
30 Jul 2026
Same period 2025 Same period 2024
Rank 277 183 173
Rank change year-on-year -94 -10 -49
Permanent jobs citing Data Warehouse 653 784 1,239
As % of all permanent jobs in England 0.72% 1.81% 1.63%
As % of the Database & Business Intelligence category 8.07% 11.50% 10.40%
Number of salaries quoted 475 440 837
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% - +3.29%
75th Percentile £87,500 £82,313 £82,500
90th Percentile £100,000 £97,750 £100,000
UK median annual salary £65,000 £67,500 £67,500
% change year-on-year -3.70% - +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 8,094 6,815 11,914
As % of all permanent jobs advertised in England 8.91% 15.69% 15.69%
Number of salaries quoted 5,515 4,513 8,455
10th Percentile £36,250 £35,000 £36,600
25th Percentile £45,438 £46,250 £45,000
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 £84,964
90th Percentile £95,000 £110,000 £112,500
UK median annual salary £60,000 £60,500 £60,000
% change year-on-year -0.83% +0.83% -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 30 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 30 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 -45 312 £82,500 +10.00% 154
North of England +8 150 £57,500 -4.17% 58
Yorkshire -8 68 £62,500 +4.17% 20
North West +7 61 £57,500 -4.17% 28
South East -107 59 £68,750 +5.77% 58
Midlands -72 50 £51,356 -20.99% 34
South West -88 38 £57,500 -20.69% 25
West Midlands -51 35 £55,000 -8.33% 26
East of England -21 34 £62,500 +25.00% 6
North East -35 21 £48,000 +1.05% 11
East Midlands -34 15 £38,050 -42.57% 8
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 (10.57%) Apache Airflow
2 66 (10.11%) Apache Spark
3 37 (5.67%) Apache
4 13 (1.99%) SharePoint
5 11 (1.68%) SAS
6 8 (1.23%) Confluence
7 3 (0.46%) Oracle Application Server
8 2 (0.31%) Luigi
9 1 (0.15%) CMS
9 1 (0.15%) GeoServer
9 1 (0.15%) Microsoft Exchange
9 1 (0.15%) Palantir Foundry
Applications
1 31 (4.75%) Microsoft Excel
2 5 (0.77%) Microsoft Office
3 3 (0.46%) Microsoft PowerPoint
4 1 (0.15%) Chatbot
4 1 (0.15%) Spreadsheet
Business Applications
1 6 (0.92%) Dynamics CRM
2 4 (0.61%) Carpe Diem
2 4 (0.61%) Elite 3E
3 3 (0.46%) SAP S/4HANA
4 2 (0.31%) FLEXCUBE
4 2 (0.31%) IBM Planning Analytics
4 2 (0.31%) Markit EDM
4 2 (0.31%) Misys Opics
4 2 (0.31%) Oracle ERP
4 2 (0.31%) SAP Business One
4 2 (0.31%) Unit4 Business World
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
5 1 (0.15%) Workday HCM
Cloud Services
1 332 (50.84%) Azure
2 228 (34.92%) Power Platform
3 200 (30.63%) AWS
4 143 (21.90%) Snowflake
5 113 (17.30%) GCP
6 101 (15.47%) Azure Data Factory
7 90 (13.78%) dbt
8 86 (13.17%) Azure Synapse Analytics
9 49 (7.50%) Amazon S3
10 48 (7.35%) Azure DevOps
11 39 (5.97%) Serverless
12 26 (3.98%) Power Automate
13 24 (3.68%) PowerApps
14 23 (3.52%) Azure Logic Apps
14 23 (3.52%) SaaS
15 21 (3.22%) AWS Lambda
15 21 (3.22%) Microsoft Purview
16 20 (3.06%) Amazon EMR
17 18 (2.76%) Cloud Computing
18 17 (2.60%) GitHub
Communications & Networking
1 4 (0.61%) Kerberos
1 4 (0.61%) NAS
2 2 (0.31%) 4G
2 2 (0.31%) 5G
3 1 (0.15%) HTTP
3 1 (0.15%) Internet
3 1 (0.15%) SMS
Database & Business Intelligence
1 216 (33.08%) Power BI
2 177 (27.11%) Data Lake
3 95 (14.55%) Amazon Redshift
4 88 (13.48%) SQL Server
5 76 (11.64%) Tableau
6 68 (10.41%) BigQuery
7 65 (9.95%) Metadata
8 49 (7.50%) Star Schema
9 44 (6.74%) SQL Server Integration Services
10 43 (6.58%) Azure SQL Database
10 43 (6.58%) Snowflake Schema
11 42 (6.43%) Big Data
12 39 (5.97%) SQL Server Reporting Services
13 35 (5.36%) Looker
14 27 (4.13%) PostgreSQL
15 26 (3.98%) Azure SQL Data Warehouse
16 24 (3.68%) Power Query
17 23 (3.52%) Elasticsearch
18 22 (3.37%) Relational Database
19 21 (3.22%) NoSQL
Development Applications
1 44 (6.74%) Git
2 28 (4.29%) MLflow
3 24 (3.68%) JIRA
4 13 (1.99%) Jenkins
5 11 (1.68%) Visual Studio
6 6 (0.92%) SQL Server Management Studio (SSMS)
7 5 (0.77%) Selenium
8 4 (0.61%) GitLab
8 4 (0.61%) Postman
9 3 (0.46%) Bitbucket
9 3 (0.46%) Cucumber
9 3 (0.46%) JMeter
9 3 (0.46%) SoapUI
9 3 (0.46%) Visual Studio Code
9 3 (0.46%) Zephyr
10 2 (0.31%) NUnit
11 1 (0.15%) ERwin
11 1 (0.15%) JUnit
11 1 (0.15%) Oracle APEX
11 1 (0.15%) PowerDesigner
General
1 177 (27.11%) Analytical Skills
2 171 (26.19%) Social Skills
3 170 (26.03%) Finance
4 35 (5.36%) Public Sector
5 31 (4.75%) Banking
6 18 (2.76%) Retail
7 17 (2.60%) Inclusion and Diversity
7 17 (2.60%) Law
7 17 (2.60%) Marketing
8 15 (2.30%) Legal
8 15 (2.30%) Manufacturing
9 13 (1.99%) Advertising
9 13 (1.99%) Influencing Skills
10 9 (1.38%) Local Government
10 9 (1.38%) Presentation Skills
11 8 (1.23%) Documentation Skills
12 7 (1.07%) Retail Banking
13 6 (0.92%) Billing
13 6 (0.92%) Financial Institution
13 6 (0.92%) Military
Job Titles
1 235 (35.99%) Data Engineer
2 127 (19.45%) Senior
3 92 (14.09%) Lead
4 81 (12.40%) Architect
5 65 (9.95%) Developer
6 64 (9.80%) Analyst
7 63 (9.65%) Data Architect
8 49 (7.50%) Senior Data Engineer
9 34 (5.21%) Data Analyst
10 32 (4.90%) Azure Engineer
10 32 (4.90%) Lead Data Engineer
11 31 (4.75%) Business Intelligence Developer
12 24 (3.68%) Data Management Specialist
12 24 (3.68%) Product Specialist
13 23 (3.52%) Senior Systems Engineer
13 23 (3.52%) Systems Engineer
14 19 (2.91%) Business Intelligence Analyst
15 18 (2.76%) Azure Data Engineer
15 18 (2.76%) Consultant
16 16 (2.45%) Data Scientist
Libraries, Frameworks & Software Standards
1 59 (9.04%) Kafka
2 52 (7.96%) PySpark
3 30 (4.59%) scikit-learn
4 25 (3.83%) TensorFlow
5 24 (3.68%) LangChain
5 24 (3.68%) PyTorch
6 23 (3.52%) LlamaIndex
6 23 (3.52%) pgvector
7 21 (3.22%) REST
8 19 (2.91%) Pandas
9 14 (2.14%) JSON
10 9 (1.38%) .NET
10 9 (1.38%) ARM Templates
10 9 (1.38%) NumPy
11 8 (1.23%) XML
12 7 (1.07%) Middleware
12 7 (1.07%) Node.js
13 6 (0.92%) React
14 5 (0.77%) SOAP
14 5 (0.77%) XGBoost
Miscellaneous
1 68 (10.41%) Cloud Native
2 28 (4.29%) Analytical Mindset
3 27 (4.13%) Onboarding
4 26 (3.98%) Clustering
4 26 (3.98%) Public Cloud
5 25 (3.83%) Data Structures
5 25 (3.83%) Product Ownership
6 20 (3.06%) Distributed Computing
7 16 (2.45%) Legacy Systems
7 16 (2.45%) Management Information System
8 14 (2.14%) Replication
9 12 (1.84%) Data Protection Act
9 12 (1.84%) Greenfield Project
10 11 (1.68%) Low-Code
11 8 (1.23%) Self-Motivation
12 6 (0.92%) Credit Risk
12 6 (0.92%) Data Centre
12 6 (0.92%) Enterprise Cloud
12 6 (0.92%) Hybrid Cloud
12 6 (0.92%) Reinsurance
Operating Systems
1 7 (1.07%) Linux
1 7 (1.07%) Windows
2 5 (0.77%) Windows Server
3 4 (0.61%) Windows Server 2016
4 2 (0.31%) Unix
Processes & Methodologies
1 401 (61.41%) Analytics
2 337 (51.61%) Data Modelling
3 311 (47.63%) Business Intelligence
4 302 (46.25%) ETL
5 276 (42.27%) Data Engineering
6 235 (35.99%) Data Pipeline
7 229 (35.07%) AI
8 206 (31.55%) Data Governance
9 190 (29.10%) Decision-Making
10 146 (22.36%) Problem-Solving
11 130 (19.91%) CI/CD
12 127 (19.45%) Data Science
13 125 (19.14%) Machine Learning
14 121 (18.53%) Agile
15 112 (17.15%) Data Architecture
16 106 (16.23%) Use Case
17 100 (15.31%) Data Management
18 95 (14.55%) DevOps
19 94 (14.40%) Data Integration
20 92 (14.09%) Mentoring
Programming Languages
1 456 (69.83%) SQL
2 324 (49.62%) Python
3 38 (5.82%) Data Analysis Expressions
4 28 (4.29%) R
5 23 (3.52%) C#
5 23 (3.52%) Scala
6 21 (3.22%) Java
7 19 (2.91%) JavaScript
8 15 (2.30%) T-SQL
9 14 (2.14%) PowerShell
10 6 (0.92%) Julia
10 6 (0.92%) Kusto Query Language
11 5 (0.77%) Bash
11 5 (0.77%) TypeScript
12 4 (0.61%) Bicep
13 2 (0.31%) Go
13 2 (0.31%) PL/SQL
13 2 (0.31%) Shell Script
13 2 (0.31%) VBScript
14 1 (0.15%) C++
Qualifications
1 104 (15.93%) Degree
2 64 (9.80%) Security Cleared
3 40 (6.13%) SC Cleared
4 33 (5.05%) Computer Science Degree
5 25 (3.83%) Azure Certification
6 18 (2.76%) BPSS Clearance
7 14 (2.14%) DBS Check
8 13 (1.99%) AWS Certification
9 10 (1.53%) Master's Degree
10 9 (1.38%) Microsoft Certification
11 8 (1.23%) DV Cleared
11 8 (1.23%) TOGAF Certification
12 5 (0.77%) Tableau Certification
13 3 (0.46%) ACCA
13 3 (0.46%) AWS Certified Solutions Architect
13 3 (0.46%) CIMA
13 3 (0.46%) ICAEW
13 3 (0.46%) ISEB
13 3 (0.46%) ISTQB
14 2 (0.31%) HND
Quality Assurance & Compliance
1 226 (34.61%) Data Quality
2 80 (12.25%) GDPR
3 23 (3.52%) California Consumer Privacy Act
4 16 (2.45%) QA
5 15 (2.30%) Accessibility
6 5 (0.77%) EU AI Act
7 4 (0.61%) Actionable Recommendations
8 3 (0.46%) GRC
8 3 (0.46%) IFRS
8 3 (0.46%) NIST
8 3 (0.46%) PMO
8 3 (0.46%) Sarbanes-Oxley
8 3 (0.46%) SLA
8 3 (0.46%) Solvency II
9 2 (0.31%) IFRS 17
9 2 (0.31%) 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 29 (4.44%) Docker
2 7 (1.07%) Active Directory
Systems Management
1 41 (6.28%) Terraform
2 18 (2.76%) Kubernetes
3 8 (1.23%) Ansible
4 3 (0.46%) Control-M
5 2 (0.31%) Prometheus
6 1 (0.15%) Grafana
6 1 (0.15%) Single Sign-On
Vendors
1 202 (30.93%) Databricks
2 164 (25.11%) Microsoft
3 47 (7.20%) Dell
4 43 (6.58%) Informatica
5 35 (5.36%) Google
6 26 (3.98%) Oracle
6 26 (3.98%) Teradata
7 24 (3.68%) Denodo
8 23 (3.52%) Cloudera
9 20 (3.06%) SAP
10 12 (1.84%) Talend
11 10 (1.53%) Salesforce
12 8 (1.23%) OpenAI
13 5 (0.77%) Netezza
14 4 (0.61%) Intapp
14 4 (0.61%) Remedy
14 4 (0.61%) ServiceNow
15 3 (0.46%) Cognos
15 3 (0.46%) Foundry
15 3 (0.46%) Guidewire