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 29 April 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Apr 2026
Same period 2025 Same period 2024
Rank 259 179 142
Rank change year-on-year -80 -37 -18
Permanent jobs citing Data Warehouse 561 708 1,676
As % of all permanent jobs in England 0.70% 1.87% 2.02%
As % of the Database & Business Intelligence category 8.07% 10.72% 11.49%
Number of salaries quoted 363 439 1,264
10th Percentile £45,221 £41,250 £41,250
25th Percentile £55,000 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,500
Median % change year-on-year +7.69% +7.44% -10.37%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,932 £65,000 £60,500
% change year-on-year +9.13% +7.44% -10.37%

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 6,954 6,607 14,587
As % of all permanent jobs advertised in England 8.72% 17.44% 17.55%
Number of salaries quoted 4,294 4,677 11,377
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,000
Median annual salary (50th Percentile) £60,000 £64,500 £57,500
Median % change year-on-year -6.98% +12.17% -11.54%
75th Percentile £81,250 £86,250 £77,500
90th Percentile £100,000 £115,000 £96,250
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

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 29 April 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 29 April 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 -27 272 £80,000 +6.67% 78
South East -75 80 £65,000 -7.14% 47
North of England -57 76 £65,000 +13.04% 49
Midlands -74 51 £62,000 +12.73% 34
East of England +2 42 £70,000 +40.00% 15
West Midlands -60 38 £62,500 +11.11% 22
Yorkshire -63 38 £62,500 +8.70% 13
North West -49 30 £70,932 +28.97% 30
South West -76 26 £65,000 +14.04% 13
East Midlands -57 13 £47,500 -5.00% 12
North East -31 8 £62,500 -19.35% 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 67 (11.94%) Apache Airflow
2 63 (11.23%) Apache Spark
3 31 (5.53%) Apache
4 11 (1.96%) SharePoint
5 6 (1.07%) Confluence
5 6 (1.07%) Oracle Application Server
6 5 (0.89%) SAS
7 3 (0.53%) Apache Superset
8 2 (0.36%) Palantir Foundry
9 1 (0.18%) CMS
9 1 (0.18%) GeoServer
9 1 (0.18%) Microsoft Exchange
9 1 (0.18%) WordPress
Applications
1 23 (4.10%) Microsoft Excel
2 11 (1.96%) Microsoft Office
3 6 (1.07%) Maya
4 3 (0.53%) Microsoft PowerPoint
5 1 (0.18%) Spreadsheet
Business Applications
1 4 (0.71%) Oracle ERP
2 3 (0.53%) Aladdin
2 3 (0.53%) FLEXCUBE
2 3 (0.53%) Markit EDM
2 3 (0.53%) Misys Opics
3 2 (0.36%) IBM Planning Analytics
3 2 (0.36%) Unit4 Business World
4 1 (0.18%) Oracle Financials
4 1 (0.18%) SAP S/4HANA
4 1 (0.18%) SimCorp Dimension
4 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 313 (55.79%) Azure
2 200 (35.65%) Power Platform
3 146 (26.02%) Snowflake
4 143 (25.49%) AWS
5 97 (17.29%) Azure Data Factory
6 91 (16.22%) Azure Synapse Analytics
7 89 (15.86%) dbt
8 85 (15.15%) GCP
9 37 (6.60%) Serverless
10 31 (5.53%) Azure DevOps
10 31 (5.53%) Power Automate
11 26 (4.63%) SaaS
12 24 (4.28%) AWS Lambda
13 23 (4.10%) Amazon S3
14 21 (3.74%) PowerApps
15 14 (2.50%) Matillion
16 12 (2.14%) GitHub
17 11 (1.96%) Amazon Kinesis
17 11 (1.96%) Fivetran
18 10 (1.78%) AWS Step Functions
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 185 (32.98%) Power BI
2 164 (29.23%) Data Lake
3 72 (12.83%) SQL Server
4 68 (12.12%) Amazon Redshift
5 64 (11.41%) Tableau
6 54 (9.63%) BigQuery
7 41 (7.31%) Snowflake Schema
8 37 (6.60%) SQL Server Integration Services
9 35 (6.24%) Metadata
10 33 (5.88%) Looker
11 32 (5.70%) Azure SQL Database
12 29 (5.17%) Star Schema
13 25 (4.46%) Relational Database
14 24 (4.28%) Azure SQL Data Warehouse
14 24 (4.28%) PostgreSQL
14 24 (4.28%) SQL Server Reporting Services
15 23 (4.10%) Elasticsearch
16 22 (3.92%) NoSQL
17 20 (3.57%) Big Data
18 19 (3.39%) Delta Lake
Development Applications
1 36 (6.42%) Git
2 32 (5.70%) MLflow
3 19 (3.39%) Visual Studio
4 12 (2.14%) JIRA
5 4 (0.71%) Jenkins
5 4 (0.71%) SQL Server Management Studio (SSMS)
6 3 (0.53%) GitLab
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%) git-flow
8 1 (0.18%) Oracle APEX
8 1 (0.18%) SonarQube
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 165 (29.41%) Finance
2 156 (27.81%) Social Skills
3 148 (26.38%) Analytical Skills
4 29 (5.17%) Public Sector
5 25 (4.46%) Inclusion and Diversity
6 19 (3.39%) Law
7 18 (3.21%) Banking
8 15 (2.67%) Documentation Skills
9 10 (1.78%) Influencing Skills
9 10 (1.78%) Marketing
9 10 (1.78%) Retail
10 9 (1.60%) Advertising
10 9 (1.60%) Legal
11 8 (1.43%) Local Government
12 7 (1.25%) Manufacturing
13 6 (1.07%) Billing
13 6 (1.07%) Games
14 4 (0.71%) Front Office
15 3 (0.53%) Automotive
15 3 (0.53%) Telecoms
Job Titles
1 182 (32.44%) Data Engineer
2 103 (18.36%) Senior
3 92 (16.40%) Architect
4 73 (13.01%) Data Architect
5 65 (11.59%) Lead
6 45 (8.02%) Developer
6 45 (8.02%) Senior Data Engineer
7 36 (6.42%) Analyst
8 33 (5.88%) Azure Engineer
9 27 (4.81%) Lead Data Engineer
10 25 (4.46%) Azure Architect
11 24 (4.28%) Azure Data Engineer
11 24 (4.28%) Data Management Specialist
11 24 (4.28%) Product Specialist
12 23 (4.10%) Business Intelligence Developer
12 23 (4.10%) Senior Systems Engineer
12 23 (4.10%) Systems Engineer
13 19 (3.39%) Data Analyst
14 18 (3.21%) Azure Data Architect
14 18 (3.21%) Data Manager
Libraries, Frameworks & Software Standards
1 57 (10.16%) Kafka
2 50 (8.91%) PySpark
3 27 (4.81%) LangChain
3 27 (4.81%) PyTorch
3 27 (4.81%) scikit-learn
3 27 (4.81%) TensorFlow
4 23 (4.10%) LlamaIndex
4 23 (4.10%) pgvector
5 16 (2.85%) Pandas
6 14 (2.50%) REST
7 8 (1.43%) JSON
8 7 (1.25%) ARM Templates
8 7 (1.25%) CSS
8 7 (1.25%) EDI
9 6 (1.07%) Middleware
10 5 (0.89%) .NET
10 5 (0.89%) React
11 4 (0.71%) XGBoost
12 3 (0.53%) NumPy
12 3 (0.53%) Streamlit
Miscellaneous
1 50 (8.91%) Cloud Native
2 27 (4.81%) Analytical Mindset
3 23 (4.10%) Clustering
3 23 (4.10%) Management Information System
3 23 (4.10%) Public Cloud
4 19 (3.39%) Data Structures
5 15 (2.67%) Product Ownership
6 13 (2.32%) Low-Code
7 11 (1.96%) Distributed Systems
7 11 (1.96%) Enterprise Software
7 11 (1.96%) Onboarding
8 10 (1.78%) Greenfield Project
8 10 (1.78%) Legacy Systems
8 10 (1.78%) Replication
9 8 (1.43%) Hybrid Cloud
10 7 (1.25%) Data Protection Act
10 7 (1.25%) NHS
11 6 (1.07%) Distributed Computing
12 5 (0.89%) Reference Data
12 5 (0.89%) Taxonomies
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 312 (55.61%) Analytics
2 310 (55.26%) Data Modelling
3 300 (53.48%) ETL
4 269 (47.95%) Data Engineering
5 267 (47.59%) Business Intelligence
6 190 (33.87%) Data Pipeline
7 186 (33.16%) Data Governance
8 157 (27.99%) AI
9 139 (24.78%) Decision-Making
10 137 (24.42%) Data Management
11 129 (22.99%) Data Science
12 125 (22.28%) Problem-Solving
13 112 (19.96%) Data Integration
14 110 (19.61%) CI/CD
15 109 (19.43%) Data Architecture
16 100 (17.83%) Agile
17 91 (16.22%) Use Case
18 78 (13.90%) Machine Learning
19 77 (13.73%) Performance Tuning
20 76 (13.55%) DevOps
Programming Languages
1 385 (68.63%) SQL
2 272 (48.48%) Python
3 23 (4.10%) Data Analysis Expressions
3 23 (4.10%) Java
4 21 (3.74%) R
5 15 (2.67%) Scala
6 13 (2.32%) C#
6 13 (2.32%) PowerShell
7 7 (1.25%) T-SQL
8 6 (1.07%) JavaScript
8 6 (1.07%) Julia
8 6 (1.07%) PL/SQL
8 6 (1.07%) VBA
9 5 (0.89%) Bicep
10 4 (0.71%) ANSI SQL
11 2 (0.36%) Kusto Query Language
11 2 (0.36%) TypeScript
12 1 (0.18%) Bash
12 1 (0.18%) Go
12 1 (0.18%) PHP
Qualifications
1 89 (15.86%) Degree
2 33 (5.88%) Computer Science Degree
3 27 (4.81%) Security Cleared
4 20 (3.57%) Azure Certification
5 17 (3.03%) SC Cleared
6 16 (2.85%) Microsoft Certification
7 13 (2.32%) DBS Check
8 11 (1.96%) Master's Degree
9 7 (1.25%) AWS Certification
9 7 (1.25%) BPSS Clearance
9 7 (1.25%) CITP
10 6 (1.07%) AWS Certified Solutions Architect
11 4 (0.71%) DV Cleared
12 3 (0.53%) Tableau Certification
12 3 (0.53%) TOGAF Certification
13 2 (0.36%) ACCA
13 2 (0.36%) CIMA
13 2 (0.36%) HND
13 2 (0.36%) Oracle Certification
13 2 (0.36%) SnowPro
Quality Assurance & Compliance
1 158 (28.16%) Data Quality
2 57 (10.16%) GDPR
3 36 (6.42%) Accessibility
4 26 (4.63%) California Consumer Privacy Act
5 10 (1.78%) ISO/IEC 27001
6 9 (1.60%) QA
7 7 (1.25%) NIST
7 7 (1.25%) Sarbanes-Oxley
8 5 (0.89%) GRC
8 5 (0.89%) HIPAA
8 5 (0.89%) Solvency II
9 4 (0.71%) IFRS
9 4 (0.71%) IFRS 17
10 3 (0.53%) SLA
11 1 (0.18%) Actionable Recommendations
11 1 (0.18%) ISO 22301
11 1 (0.18%) MiFID
11 1 (0.18%) NCSC
11 1 (0.18%) Software Quality Assurance
System Software
1 20 (3.57%) Docker
2 2 (0.36%) Active Directory
3 1 (0.18%) HDFS
3 1 (0.18%) Hyper-V
3 1 (0.18%) VMware Infrastructure
Systems Management
1 32 (5.70%) Terraform
2 20 (3.57%) Kubernetes
3 3 (0.53%) Ansible
3 3 (0.53%) Control-M
4 1 (0.18%) Microsoft Intune
4 1 (0.18%) Single Sign-On
Vendors
1 189 (33.69%) Databricks
2 146 (26.02%) Microsoft
3 58 (10.34%) Informatica
4 48 (8.56%) Dell
5 33 (5.88%) Oracle
6 24 (4.28%) Denodo
6 24 (4.28%) Talend
6 24 (4.28%) Teradata
7 23 (4.10%) Cloudera
8 21 (3.74%) Google
9 13 (2.32%) Salesforce
10 12 (2.14%) SAP
11 10 (1.78%) OpenAI
12 7 (1.25%) Foundry
12 7 (1.25%) Planon
13 6 (1.07%) MuleSoft
14 5 (0.89%) Bloomberg
14 5 (0.89%) Netezza
15 4 (0.71%) Fortinet
15 4 (0.71%) Palantir