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

6 months to
26 Apr 2026
Same period 2025 Same period 2024
Rank 261 174 141
Rank change year-on-year -87 -33 -17
Permanent jobs citing Data Warehouse 561 714 1,679
As % of all permanent jobs in England 0.71% 1.90% 2.02%
As % of the Database & Business Intelligence category 8.05% 10.70% 11.49%
Number of salaries quoted 364 445 1,268
10th Percentile £45,000 £41,250 £41,250
25th Percentile £54,688 £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 6,966 6,671 14,619
As % of all permanent jobs advertised in England 8.82% 17.77% 17.57%
Number of salaries quoted 4,295 4,709 11,425
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,000
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £80,000 £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 26 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 26 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 -23 272 £80,000 +6.67% 88
South East -83 81 £67,750 -3.21% 53
North of England -66 77 £65,000 +13.04% 48
Midlands -82 51 £62,000 +10.22% 30
East of England -13 42 £70,000 +40.00% 15
West Midlands -63 38 £62,500 +11.11% 19
Yorkshire -60 37 £62,500 +8.70% 15
North West -40 32 £70,932 +28.97% 26
South West -76 24 £65,000 +14.04% 16
East Midlands -66 13 £47,500 -11.63% 11
North East -37 8 £62,500 -19.35% 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 67 (11.94%) Apache Airflow
2 62 (11.05%) Apache Spark
3 30 (5.35%) Apache
4 9 (1.60%) 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 24 (4.28%) 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
1 309 (55.08%) Azure
2 197 (35.12%) Power Platform
3 146 (26.02%) Snowflake
4 142 (25.31%) AWS
5 93 (16.58%) Azure Data Factory
6 89 (15.86%) Azure Synapse Analytics
6 89 (15.86%) dbt
7 83 (14.80%) GCP
8 36 (6.42%) Serverless
9 31 (5.53%) Power Automate
10 28 (4.99%) SaaS
11 27 (4.81%) Azure DevOps
12 24 (4.28%) AWS Lambda
13 23 (4.10%) Amazon S3
14 19 (3.39%) PowerApps
15 14 (2.50%) Matillion
16 11 (1.96%) Amazon Kinesis
16 11 (1.96%) Fivetran
16 11 (1.96%) GitHub
17 10 (1.78%) PaaS
Communications & Networking
1 2 (0.36%) 4G
1 2 (0.36%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 182 (32.44%) Power BI
2 165 (29.41%) Data Lake
3 72 (12.83%) SQL Server
4 68 (12.12%) Amazon Redshift
5 64 (11.41%) Tableau
6 53 (9.45%) BigQuery
7 41 (7.31%) Snowflake Schema
8 36 (6.42%) SQL Server Integration Services
9 33 (5.88%) Looker
9 33 (5.88%) Metadata
10 30 (5.35%) Azure SQL Database
11 29 (5.17%) Star Schema
12 26 (4.63%) PostgreSQL
12 26 (4.63%) Relational Database
13 24 (4.28%) Azure SQL Data Warehouse
13 24 (4.28%) SQL Server Reporting Services
14 23 (4.10%) Elasticsearch
15 22 (3.92%) NoSQL
16 20 (3.57%) MySQL
17 19 (3.39%) Big Data
Development Applications
1 36 (6.42%) Git
2 31 (5.53%) 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
1 167 (29.77%) Finance
2 153 (27.27%) Social Skills
3 149 (26.56%) Analytical Skills
4 28 (4.99%) Public Sector
5 25 (4.46%) Inclusion and Diversity
6 19 (3.39%) Law
7 18 (3.21%) Banking
8 14 (2.50%) Documentation Skills
9 10 (1.78%) Marketing
9 10 (1.78%) Retail
10 9 (1.60%) Advertising
10 9 (1.60%) Influencing Skills
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 5 (0.89%) Front Office
15 3 (0.53%) Automotive
15 3 (0.53%) Telecoms
Job Titles
1 184 (32.80%) Data Engineer
2 105 (18.72%) Senior
3 90 (16.04%) Architect
4 71 (12.66%) Data Architect
5 65 (11.59%) Lead
6 47 (8.38%) Senior Data Engineer
7 46 (8.20%) Developer
8 37 (6.60%) Analyst
9 32 (5.70%) Azure Engineer
10 27 (4.81%) Lead Data Engineer
11 26 (4.63%) Azure Architect
12 24 (4.28%) Azure Data Engineer
12 24 (4.28%) Data Management Specialist
12 24 (4.28%) Product Specialist
13 23 (4.10%) Business Intelligence Developer
13 23 (4.10%) Senior Systems Engineer
13 23 (4.10%) Systems Engineer
14 20 (3.57%) Data Analyst
15 19 (3.39%) Azure Data Architect
16 18 (3.21%) Data Manager
Libraries, Frameworks & Software Standards
1 58 (10.34%) Kafka
2 49 (8.73%) 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 12 (2.14%) REST
7 8 (1.43%) JSON
8 7 (1.25%) CSS
8 7 (1.25%) EDI
9 6 (1.07%) ARM Templates
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 48 (8.56%) Cloud Native
2 26 (4.63%) Analytical Mindset
3 24 (4.28%) Management Information System
4 23 (4.10%) Clustering
4 23 (4.10%) Public Cloud
5 19 (3.39%) Data Structures
6 15 (2.67%) Product Ownership
7 13 (2.32%) Low-Code
8 11 (1.96%) Distributed Systems
8 11 (1.96%) Enterprise Software
8 11 (1.96%) Onboarding
9 10 (1.78%) Greenfield Project
9 10 (1.78%) Replication
10 9 (1.60%) Legacy Systems
11 8 (1.43%) Hybrid Cloud
12 7 (1.25%) NHS
13 6 (1.07%) Data Protection Act
13 6 (1.07%) Reference Data
13 6 (1.07%) Taxonomies
14 5 (0.89%) Distributed Computing
Operating Systems
1 1 (0.18%) Linux
Processes & Methodologies
1 308 (54.90%) Analytics
1 308 (54.90%) Data Modelling
2 300 (53.48%) ETL
3 269 (47.95%) Data Engineering
4 265 (47.24%) Business Intelligence
5 187 (33.33%) Data Pipeline
6 185 (32.98%) Data Governance
7 159 (28.34%) AI
8 140 (24.96%) Decision-Making
9 138 (24.60%) Data Management
10 131 (23.35%) Data Science
11 125 (22.28%) Problem-Solving
12 109 (19.43%) Data Integration
13 106 (18.89%) CI/CD
13 106 (18.89%) Data Architecture
14 99 (17.65%) Agile
15 90 (16.04%) Use Case
16 77 (13.73%) Machine Learning
17 76 (13.55%) Performance Tuning
18 71 (12.66%) DevOps
Programming Languages
1 384 (68.45%) SQL
2 272 (48.48%) Python
3 23 (4.10%) Java
4 21 (3.74%) Data Analysis Expressions
4 21 (3.74%) R
5 14 (2.50%) 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 4 (0.71%) ANSI SQL
9 4 (0.71%) Bicep
10 2 (0.36%) TypeScript
11 1 (0.18%) Bash
11 1 (0.18%) Go
11 1 (0.18%) PHP
Qualifications
1 88 (15.69%) Degree
2 32 (5.70%) Computer Science Degree
3 26 (4.63%) Security Cleared
4 20 (3.57%) Azure Certification
5 16 (2.85%) Microsoft Certification
5 16 (2.85%) SC Cleared
6 13 (2.32%) DBS Check
7 11 (1.96%) Master's Degree
8 7 (1.25%) AWS Certification
8 7 (1.25%) BPSS Clearance
8 7 (1.25%) CITP
9 6 (1.07%) AWS Certified Solutions Architect
10 4 (0.71%) DV Cleared
11 3 (0.53%) Tableau Certification
11 3 (0.53%) TOGAF Certification
12 2 (0.36%) ACCA
12 2 (0.36%) CIMA
12 2 (0.36%) HND
12 2 (0.36%) Oracle Certification
12 2 (0.36%) SnowPro
Quality Assurance & Compliance
1 158 (28.16%) Data Quality
2 55 (9.80%) GDPR
3 37 (6.60%) 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
9 4 (0.71%) Solvency II
10 3 (0.53%) IFRS
10 3 (0.53%) 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 30 (5.35%) 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
1 190 (33.87%) Databricks
2 142 (25.31%) 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 20 (3.57%) 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