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

6 months to
11 Apr 2026
Same period 2025 Same period 2024
Rank 248 161 141
Rank change year-on-year -87 -20 -16
Permanent jobs citing Data Warehouse 580 714 1,639
As % of all permanent jobs in England 0.78% 1.95% 2.04%
As % of the Database & Business Intelligence category 8.55% 10.63% 11.38%
Number of salaries quoted 367 445 1,262
10th Percentile £46,250 £41,250 £41,250
25th Percentile £55,000 £52,500 £45,000
Median annual salary (50th Percentile) £70,932 £65,000 £60,500
Median % change year-on-year +9.13% +7.44% -10.37%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £100,500 £100,000 £100,000
UK median annual salary £71,028 £65,000 £60,000
% change year-on-year +9.27% +8.33% -11.11%

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 6,787 6,714 14,408
As % of all permanent jobs advertised in England 9.14% 18.33% 17.91%
Number of salaries quoted 4,227 4,749 11,398
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 £95,000
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -10.20%

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 11 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 11 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 -9 293 £82,500 +10.00% 117
South East -78 87 £70,500 +4.44% 76
North of England -80 66 £65,000 +13.04% 73
Midlands -78 56 £62,000 +7.83% 57
East of England -8 45 £67,500 +35.00% 26
West Midlands -40 44 £62,500 +8.70% 34
Yorkshire -66 29 £63,750 +10.87% 26
North West -49 28 £67,966 +23.57% 32
South West -86 20 £65,000 +14.04% 25
East Midlands -59 12 £47,500 -5.00% 23
North East -21 9 £62,500 -19.35% 16
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 (11.55%) Apache Airflow
2 64 (11.03%) Apache Spark
3 30 (5.17%) Apache
4 8 (1.38%) SharePoint
5 7 (1.21%) Confluence
6 6 (1.03%) Oracle Application Server
7 5 (0.86%) SAS
8 3 (0.52%) Apache Superset
9 2 (0.34%) Palantir Foundry
10 1 (0.17%) CMS
10 1 (0.17%) GeoServer
10 1 (0.17%) Microsoft Exchange
10 1 (0.17%) WordPress
Applications
1 20 (3.45%) Microsoft Excel
2 10 (1.72%) Microsoft Office
3 6 (1.03%) Maya
4 3 (0.52%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 4 (0.69%) Oracle ERP
2 3 (0.52%) Aladdin
2 3 (0.52%) FLEXCUBE
2 3 (0.52%) Markit EDM
2 3 (0.52%) Misys Opics
3 2 (0.34%) IBM Planning Analytics
3 2 (0.34%) Unit4 Business World
4 1 (0.17%) Cognos Business Intelligence
4 1 (0.17%) Oracle Financials
4 1 (0.17%) SAP S/4HANA
4 1 (0.17%) SimCorp Dimension
4 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 317 (54.66%) Azure
2 205 (35.34%) Power Platform
3 159 (27.41%) Snowflake
4 145 (25.00%) AWS
5 94 (16.21%) Azure Data Factory
5 94 (16.21%) Azure Synapse Analytics
6 90 (15.52%) dbt
7 83 (14.31%) GCP
8 38 (6.55%) Serverless
9 30 (5.17%) Power Automate
9 30 (5.17%) SaaS
10 28 (4.83%) AWS Lambda
11 24 (4.14%) Amazon S3
12 23 (3.97%) Azure DevOps
13 18 (3.10%) PowerApps
14 14 (2.41%) Fivetran
15 13 (2.24%) GitHub
15 13 (2.24%) Matillion
16 12 (2.07%) Amazon Kinesis
17 11 (1.90%) PaaS
Communications & Networking
1 1 (0.17%) 4G
1 1 (0.17%) 5G
1 1 (0.17%) Broadband
1 1 (0.17%) Kerberos
Database & Business Intelligence
1 189 (32.59%) Power BI
2 168 (28.97%) Data Lake
3 80 (13.79%) SQL Server
4 73 (12.59%) Tableau
5 68 (11.72%) Amazon Redshift
6 55 (9.48%) BigQuery
7 43 (7.41%) Snowflake Schema
8 42 (7.24%) SQL Server Integration Services
9 37 (6.38%) Metadata
10 35 (6.03%) Azure SQL Database
11 34 (5.86%) Looker
12 29 (5.00%) PostgreSQL
13 28 (4.83%) Relational Database
14 27 (4.66%) SQL Server Reporting Services
15 26 (4.48%) Azure SQL Data Warehouse
15 26 (4.48%) MySQL
16 23 (3.97%) Elasticsearch
16 23 (3.97%) NoSQL
17 22 (3.79%) Star Schema
18 20 (3.45%) Big Data
Development Applications
1 35 (6.03%) Git
2 30 (5.17%) MLflow
3 18 (3.10%) Visual Studio
4 10 (1.72%) JIRA
5 4 (0.69%) Jenkins
5 4 (0.69%) SQL Server Management Studio (SSMS)
6 3 (0.52%) ERwin
6 3 (0.52%) git-flow
6 3 (0.52%) GitLab
6 3 (0.52%) PowerDesigner
7 2 (0.34%) DBeaver
7 2 (0.34%) ER Studio
8 1 (0.17%) Oracle APEX
8 1 (0.17%) SonarQube
8 1 (0.17%) Team Foundation Server
8 1 (0.17%) TestDirector
8 1 (0.17%) Zephyr
General
1 172 (29.66%) Finance
2 163 (28.10%) Social Skills
3 149 (25.69%) Analytical Skills
4 29 (5.00%) Public Sector
5 26 (4.48%) Inclusion and Diversity
6 23 (3.97%) Law
7 20 (3.45%) Banking
8 14 (2.41%) Documentation Skills
9 12 (2.07%) Retail
10 11 (1.90%) Legal
10 11 (1.90%) Marketing
11 8 (1.38%) Influencing Skills
12 7 (1.21%) Advertising
12 7 (1.21%) Local Government
13 6 (1.03%) Front Office
13 6 (1.03%) Games
14 5 (0.86%) Billing
14 5 (0.86%) Financial Institution
15 4 (0.69%) Manufacturing
15 4 (0.69%) Retail Banking
Job Titles
1 188 (32.41%) Data Engineer
2 118 (20.34%) Senior
3 102 (17.59%) Architect
4 83 (14.31%) Data Architect
5 57 (9.83%) Lead
6 53 (9.14%) Developer
6 53 (9.14%) Senior Data Engineer
7 36 (6.21%) Analyst
8 31 (5.34%) Azure Engineer
9 29 (5.00%) Azure Architect
10 27 (4.66%) Lead Data Engineer
11 26 (4.48%) Azure Data Engineer
12 25 (4.31%) Data Management Specialist
13 24 (4.14%) Business Intelligence Developer
13 24 (4.14%) Product Specialist
14 23 (3.97%) Senior Systems Engineer
14 23 (3.97%) Systems Engineer
15 22 (3.79%) Azure Data Architect
16 20 (3.45%) Consultant
17 18 (3.10%) Data Analyst
Libraries, Frameworks & Software Standards
1 61 (10.52%) Kafka
2 48 (8.28%) PySpark
3 27 (4.66%) LangChain
3 27 (4.66%) PyTorch
3 27 (4.66%) scikit-learn
3 27 (4.66%) TensorFlow
4 23 (3.97%) LlamaIndex
4 23 (3.97%) pgvector
5 10 (1.72%) Pandas
6 9 (1.55%) CSS
6 9 (1.55%) JSON
6 9 (1.55%) REST
7 7 (1.21%) EDI
7 7 (1.21%) React
8 6 (1.03%) .NET
8 6 (1.03%) Middleware
9 4 (0.69%) AngularJS
9 4 (0.69%) HTML
9 4 (0.69%) RabbitMQ
9 4 (0.69%) XML
Miscellaneous
1 48 (8.28%) Cloud Native
2 27 (4.66%) Management Information System
3 23 (3.97%) Analytical Mindset
3 23 (3.97%) Clustering
3 23 (3.97%) Public Cloud
4 21 (3.62%) Data Structures
5 19 (3.28%) Product Ownership
6 14 (2.41%) Low-Code
7 13 (2.24%) Distributed Systems
7 13 (2.24%) Enterprise Software
8 11 (1.90%) Greenfield Project
9 10 (1.72%) Onboarding
10 9 (1.55%) Hybrid Cloud
10 9 (1.55%) Legacy Systems
10 9 (1.55%) Replication
11 7 (1.21%) NHS
12 6 (1.03%) Reference Data
12 6 (1.03%) Taxonomies
13 5 (0.86%) Data Protection Act
13 5 (0.86%) Hedge funds
Operating Systems
1 1 (0.17%) Linux
Processes & Methodologies
1 325 (56.03%) Data Modelling
2 324 (55.86%) Analytics
3 306 (52.76%) ETL
4 278 (47.93%) Data Engineering
5 275 (47.41%) Business Intelligence
6 193 (33.28%) Data Governance
7 183 (31.55%) Data Pipeline
8 168 (28.97%) AI
9 145 (25.00%) Data Management
10 137 (23.62%) Decision-Making
11 129 (22.24%) Problem-Solving
12 125 (21.55%) Data Science
13 119 (20.52%) Data Integration
14 118 (20.34%) Data Architecture
15 111 (19.14%) Agile
16 103 (17.76%) CI/CD
17 87 (15.00%) Use Case
18 83 (14.31%) Machine Learning
19 78 (13.45%) Performance Tuning
20 76 (13.10%) Mentoring
Programming Languages
1 386 (66.55%) SQL
2 270 (46.55%) Python
3 26 (4.48%) Java
4 23 (3.97%) Data Analysis Expressions
5 19 (3.28%) R
6 16 (2.76%) C#
7 15 (2.59%) Scala
8 11 (1.90%) PowerShell
9 10 (1.72%) T-SQL
10 6 (1.03%) Julia
10 6 (1.03%) PL/SQL
10 6 (1.03%) VBA
11 5 (0.86%) JavaScript
11 5 (0.86%) TypeScript
12 4 (0.69%) ANSI SQL
13 2 (0.34%) Bicep
14 1 (0.17%) Bash
14 1 (0.17%) Go
14 1 (0.17%) PHP
Qualifications
1 84 (14.48%) Degree
2 31 (5.34%) Computer Science Degree
3 23 (3.97%) Security Cleared
4 17 (2.93%) Azure Certification
4 17 (2.93%) Microsoft Certification
5 16 (2.76%) SC Cleared
6 13 (2.24%) DBS Check
7 9 (1.55%) AWS Certification
8 8 (1.38%) Master's Degree
9 7 (1.21%) BPSS Clearance
9 7 (1.21%) CITP
10 6 (1.03%) AWS Certified Solutions Architect
11 5 (0.86%) TOGAF Certification
12 4 (0.69%) SnowPro
13 3 (0.52%) Tableau Certification
14 2 (0.34%) DV Cleared
14 2 (0.34%) HND
14 2 (0.34%) Oracle Certification
15 1 (0.17%) MCSE
15 1 (0.17%) PMP
Quality Assurance & Compliance
1 158 (27.24%) Data Quality
2 59 (10.17%) GDPR
3 44 (7.59%) Accessibility
4 28 (4.83%) California Consumer Privacy Act
5 11 (1.90%) ISO/IEC 27001
6 10 (1.72%) QA
7 7 (1.21%) Sarbanes-Oxley
8 6 (1.03%) NIST
9 5 (0.86%) GRC
9 5 (0.86%) HIPAA
10 3 (0.52%) Solvency II
11 2 (0.34%) IFRS
11 2 (0.34%) IFRS 17
11 2 (0.34%) SLA
12 1 (0.17%) Actionable Recommendations
12 1 (0.17%) ISO 22301
12 1 (0.17%) NCSC
12 1 (0.17%) PERC
12 1 (0.17%) SOC 2
12 1 (0.17%) Software Quality Assurance
System Software
1 19 (3.28%) Docker
2 3 (0.52%) Active Directory
2 3 (0.52%) HDFS
3 1 (0.17%) Hyper-V
3 1 (0.17%) VMware Infrastructure
Systems Management
1 27 (4.66%) Terraform
2 21 (3.62%) Kubernetes
3 3 (0.52%) Ansible
3 3 (0.52%) Control-M
4 1 (0.17%) Microsoft Intune
4 1 (0.17%) Single Sign-On
Vendors
1 191 (32.93%) Databricks
2 152 (26.21%) Microsoft
3 60 (10.34%) Informatica
4 48 (8.28%) Dell
5 32 (5.52%) Oracle
6 25 (4.31%) Teradata
7 24 (4.14%) Denodo
8 23 (3.97%) Cloudera
8 23 (3.97%) Google
8 23 (3.97%) Talend
9 12 (2.07%) SAP
10 10 (1.72%) OpenAI
10 10 (1.72%) Salesforce
11 8 (1.38%) Foundry
12 7 (1.21%) Planon
13 6 (1.03%) CrowdStrike
13 6 (1.03%) Fortinet
13 6 (1.03%) MuleSoft
13 6 (1.03%) Palo Alto
14 5 (0.86%) Netezza