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 17 June 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Jun 2026
Same period 2025 Same period 2024
Rank 282 183 153
Rank change year-on-year -99 -30 -15
Permanent jobs citing Data Warehouse 549 748 1,694
As % of all permanent jobs in England 0.66% 1.89% 1.79%
As % of the Database & Business Intelligence category 7.54% 11.32% 11.06%
Number of salaries quoted 401 434 1,236
10th Percentile £43,965 £41,250 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £67,500 £65,000 £62,500
Median % change year-on-year +3.85% +4.00% -7.41%
75th Percentile £87,500 £83,438 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -4.36%

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 7,284 6,606 15,314
As % of all permanent jobs advertised in England 8.75% 16.70% 16.15%
Number of salaries quoted 4,867 4,399 11,553
10th Percentile £36,250 £36,000 £35,000
25th Percentile £45,000 £46,750 £42,750
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £83,750 £77,500
90th Percentile £96,250 £115,000 £100,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -10.16%

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 17 June 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 17 June 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 -59 263 £82,500 +10.00% 122
North of England -10 111 £60,000 +4.35% 120
South East -87 58 £73,025 +12.35% 131
Yorkshire -27 56 £62,500 +4.17% 38
North West -6 43 £59,999 +9.09% 60
Midlands -59 43 £60,000 +9.09% 75
East of England -6 37 £67,500 +28.57% 64
West Midlands -51 29 £62,000 +12.73% 41
South West -93 26 £64,500 -7.86% 42
East Midlands -36 14 £43,173 -24.92% 34
North East -39 12 £48,000 +1.05% 22
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 (12.75%) Apache Airflow
2 62 (11.29%) Apache Spark
3 33 (6.01%) Apache
4 9 (1.64%) SharePoint
5 6 (1.09%) Confluence
5 6 (1.09%) Oracle Application Server
5 6 (1.09%) SAS
6 2 (0.36%) Luigi
6 2 (0.36%) Palantir Foundry
7 1 (0.18%) Apache Superset
7 1 (0.18%) CMS
7 1 (0.18%) GeoServer
7 1 (0.18%) WordPress
Applications
1 21 (3.83%) Microsoft Excel
2 11 (2.00%) Microsoft Office
3 3 (0.55%) Microsoft PowerPoint
4 2 (0.36%) Spreadsheet
5 1 (0.18%) Chatbot
Business Applications
1 5 (0.91%) Dynamics CRM
2 3 (0.55%) Aladdin
2 3 (0.55%) FLEXCUBE
2 3 (0.55%) Misys Opics
2 3 (0.55%) Oracle ERP
2 3 (0.55%) SAP S/4HANA
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Markit EDM
3 2 (0.36%) Unit4 Business World
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) Sage X3
4 1 (0.18%) SAP Business One
4 1 (0.18%) SAP MDG
4 1 (0.18%) Sparx Enterprise Architect
4 1 (0.18%) Temenos T24
Cloud Services
1 280 (51.00%) Azure
2 191 (34.79%) Power Platform
3 166 (30.24%) AWS
4 137 (24.95%) Snowflake
5 96 (17.49%) GCP
6 88 (16.03%) Azure Data Factory
7 86 (15.66%) dbt
8 82 (14.94%) Azure Synapse Analytics
9 36 (6.56%) Serverless
10 34 (6.19%) Azure DevOps
11 32 (5.83%) Amazon S3
12 25 (4.55%) Power Automate
13 22 (4.01%) AWS Lambda
14 21 (3.83%) PowerApps
14 21 (3.83%) SaaS
15 15 (2.73%) Microsoft Purview
16 13 (2.37%) Matillion
17 11 (2.00%) Amazon Kinesis
17 11 (2.00%) Azure Logic Apps
18 10 (1.82%) Fivetran
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
2 1 (0.18%) Kerberos
2 1 (0.18%) NAS
Database & Business Intelligence
1 180 (32.79%) Power BI
2 136 (24.77%) Data Lake
3 73 (13.30%) Amazon Redshift
4 65 (11.84%) Tableau
5 60 (10.93%) SQL Server
6 58 (10.56%) BigQuery
7 44 (8.01%) Snowflake Schema
8 41 (7.47%) Metadata
9 38 (6.92%) Star Schema
10 35 (6.38%) SQL Server Integration Services
11 32 (5.83%) Looker
12 28 (5.10%) SQL Server Reporting Services
13 27 (4.92%) Azure SQL Database
14 23 (4.19%) Big Data
14 23 (4.19%) Elasticsearch
15 22 (4.01%) PostgreSQL
15 22 (4.01%) Relational Database
16 21 (3.83%) Azure SQL Data Warehouse
17 18 (3.28%) NoSQL
18 16 (2.91%) Delta Lake
Development Applications
1 31 (5.65%) MLflow
2 29 (5.28%) Git
3 17 (3.10%) JIRA
4 14 (2.55%) Visual Studio
5 6 (1.09%) SQL Server Management Studio (SSMS)
6 5 (0.91%) Jenkins
7 2 (0.36%) DBeaver
7 2 (0.36%) ERwin
7 2 (0.36%) PowerDesigner
8 1 (0.18%) ER Studio
8 1 (0.18%) GitLab
8 1 (0.18%) Oracle APEX
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 153 (27.87%) Finance
2 149 (27.14%) Social Skills
3 145 (26.41%) Analytical Skills
4 23 (4.19%) Public Sector
5 19 (3.46%) Banking
6 18 (3.28%) Inclusion and Diversity
7 12 (2.19%) Manufacturing
7 12 (2.19%) Retail
8 11 (2.00%) Advertising
9 10 (1.82%) Documentation Skills
9 10 (1.82%) Influencing Skills
9 10 (1.82%) Marketing
10 9 (1.64%) Law
11 7 (1.28%) Billing
11 7 (1.28%) Local Government
12 6 (1.09%) Legal
13 5 (0.91%) Financial Institution
13 5 (0.91%) Organisational Skills
14 4 (0.73%) Presentation Skills
15 3 (0.55%) Front Office
Job Titles
1 199 (36.25%) Data Engineer
2 98 (17.85%) Senior
3 75 (13.66%) Architect
4 69 (12.57%) Lead
5 60 (10.93%) Data Architect
6 49 (8.93%) Developer
7 48 (8.74%) Analyst
8 41 (7.47%) Senior Data Engineer
9 30 (5.46%) Data Analyst
10 29 (5.28%) Lead Data Engineer
11 28 (5.10%) Azure Engineer
12 24 (4.37%) Data Management Specialist
12 24 (4.37%) Product Specialist
13 23 (4.19%) Business Intelligence Developer
13 23 (4.19%) Senior Systems Engineer
13 23 (4.19%) Systems Engineer
14 21 (3.83%) Azure Architect
15 18 (3.28%) Azure Data Engineer
15 18 (3.28%) Data Manager
16 17 (3.10%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 61 (11.11%) Kafka
2 48 (8.74%) PySpark
3 27 (4.92%) LangChain
3 27 (4.92%) PyTorch
3 27 (4.92%) scikit-learn
3 27 (4.92%) TensorFlow
4 23 (4.19%) LlamaIndex
4 23 (4.19%) pgvector
5 16 (2.91%) REST
6 15 (2.73%) Pandas
7 9 (1.64%) ARM Templates
8 8 (1.46%) JSON
9 7 (1.28%) EDI
10 6 (1.09%) Middleware
11 5 (0.91%) CSS
12 4 (0.73%) .NET
12 4 (0.73%) NumPy
13 3 (0.55%) Streamlit
13 3 (0.55%) XGBoost
13 3 (0.55%) YAML
Miscellaneous
1 56 (10.20%) Cloud Native
2 26 (4.74%) Analytical Mindset
2 26 (4.74%) Clustering
3 24 (4.37%) Data Structures
3 24 (4.37%) Public Cloud
4 16 (2.91%) Management Information System
5 15 (2.73%) Legacy Systems
6 13 (2.37%) Product Ownership
7 11 (2.00%) Low-Code
7 11 (2.00%) Replication
8 10 (1.82%) Greenfield Project
8 10 (1.82%) Onboarding
9 7 (1.28%) Data Protection Act
9 7 (1.28%) Distributed Computing
10 6 (1.09%) Reference Data
10 6 (1.09%) Sports Betting
11 5 (0.91%) Distributed Systems
11 5 (0.91%) Hybrid Cloud
11 5 (0.91%) Online Gambling
12 4 (0.73%) Enterprise Software
Operating Systems
1 4 (0.73%) Linux
2 2 (0.36%) Windows
3 1 (0.18%) Unix
3 1 (0.18%) Windows Server
3 1 (0.18%) Windows Server 2016
Processes & Methodologies
1 306 (55.74%) Analytics
2 282 (51.37%) Data Modelling
3 277 (50.46%) ETL
4 266 (48.45%) Business Intelligence
5 249 (45.36%) Data Engineering
6 199 (36.25%) Data Pipeline
7 180 (32.79%) Data Governance
8 165 (30.05%) AI
9 144 (26.23%) Decision-Making
10 128 (23.32%) Problem-Solving
11 112 (20.40%) Data Science
12 106 (19.31%) CI/CD
13 103 (18.76%) Use Case
14 98 (17.85%) Machine Learning
15 96 (17.49%) Data Management
16 89 (16.21%) Data Architecture
17 84 (15.30%) Data Integration
17 84 (15.30%) Performance Tuning
18 83 (15.12%) Agile
19 73 (13.30%) Data Transformation
Programming Languages
1 393 (71.58%) SQL
2 285 (51.91%) Python
3 26 (4.74%) R
4 24 (4.37%) Data Analysis Expressions
5 20 (3.64%) Scala
6 15 (2.73%) Java
7 12 (2.19%) T-SQL
8 10 (1.82%) PowerShell
9 9 (1.64%) JavaScript
10 6 (1.09%) C#
10 6 (1.09%) Julia
11 5 (0.91%) Bicep
11 5 (0.91%) PL/SQL
12 3 (0.55%) Bash
13 2 (0.36%) Kusto Query Language
14 1 (0.18%) ANSI SQL
14 1 (0.18%) Go
14 1 (0.18%) PHP
14 1 (0.18%) TypeScript
14 1 (0.18%) VBScript
Qualifications
1 92 (16.76%) Degree
2 35 (6.38%) Security Cleared
3 30 (5.46%) Computer Science Degree
4 27 (4.92%) SC Cleared
5 22 (4.01%) Azure Certification
6 13 (2.37%) DBS Check
6 13 (2.37%) Microsoft Certification
7 11 (2.00%) Master's Degree
8 9 (1.64%) AWS Certification
9 8 (1.46%) BPSS Clearance
10 6 (1.09%) CITP
11 5 (0.91%) AWS Certified Solutions Architect
11 5 (0.91%) DV Cleared
11 5 (0.91%) TOGAF Certification
12 4 (0.73%) Tableau Certification
13 3 (0.55%) ICAEW
13 3 (0.55%) SnowPro
14 2 (0.36%) ACCA
14 2 (0.36%) CIMA
14 2 (0.36%) HND
Quality Assurance & Compliance
1 177 (32.24%) Data Quality
2 61 (11.11%) GDPR
3 24 (4.37%) California Consumer Privacy Act
4 11 (2.00%) Accessibility
5 9 (1.64%) QA
6 6 (1.09%) ISO/IEC 27001
6 6 (1.09%) Sarbanes-Oxley
7 5 (0.91%) GRC
7 5 (0.91%) IFRS
7 5 (0.91%) NIST
7 5 (0.91%) Solvency II
8 4 (0.73%) HIPAA
8 4 (0.73%) IFRS 17
9 3 (0.55%) SLA
10 1 (0.18%) Actionable Recommendations
10 1 (0.18%) ISO 22301
10 1 (0.18%) MiFID
10 1 (0.18%) Software Quality Assurance
System Software
1 22 (4.01%) Docker
2 2 (0.36%) Active Directory
Systems Management
1 37 (6.74%) Terraform
2 19 (3.46%) Kubernetes
3 4 (0.73%) Ansible
4 2 (0.36%) Control-M
5 1 (0.18%) Single Sign-On
Vendors
1 183 (33.33%) Databricks
2 113 (20.58%) Microsoft
3 50 (9.11%) Informatica
4 47 (8.56%) Dell
5 25 (4.55%) Teradata
6 24 (4.37%) Denodo
6 24 (4.37%) Oracle
7 23 (4.19%) Cloudera
8 22 (4.01%) Google
9 16 (2.91%) SAP
10 14 (2.55%) Talend
11 12 (2.19%) Salesforce
12 8 (1.46%) OpenAI
13 7 (1.28%) Netezza
14 6 (1.09%) Planon
15 5 (0.91%) Foundry
15 5 (0.91%) ServiceNow
16 4 (0.73%) Bloomberg
16 4 (0.73%) MuleSoft
16 4 (0.73%) Remedy