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

6 months to
18 Apr 2026
Same period 2025 Same period 2024
Rank 254 172 142
Rank change year-on-year -82 -30 -16
Permanent jobs citing Data Warehouse 576 719 1,692
As % of all permanent jobs in England 0.75% 1.93% 2.05%
As % of the Database & Business Intelligence category 8.35% 10.73% 11.65%
Number of salaries quoted 368 449 1,278
10th Percentile £46,104 £41,250 £41,250
25th Percentile £55,000 £52,500 £45,000
Median annual salary (50th Percentile) £70,752 £65,000 £62,500
Median % change year-on-year +8.85% +4.00% -7.41%
75th Percentile £87,500 £85,000 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,993 £65,000 £60,616
% change year-on-year +9.22% +7.23% -10.20%

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 6,899 6,701 14,520
As % of all permanent jobs advertised in England 8.96% 18.03% 17.62%
Number of salaries quoted 4,240 4,756 11,455
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £42,999
Median annual salary (50th Percentile) £60,000 £64,250 £57,500
Median % change year-on-year -6.61% +11.74% -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% -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 18 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 18 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 -8 287 £80,000 +6.67% 116
South East -84 83 £67,750 -3.21% 55
North of England -66 75 £65,000 +13.04% 63
Midlands -76 52 £62,000 +7.83% 37
East of England -11 44 £67,500 +35.00% 10
West Midlands -54 40 £62,500 +8.70% 26
Yorkshire -70 36 £62,500 +8.70% 19
North West -39 30 £67,966 +23.57% 36
South West -81 23 £65,000 +18.18% 19
East Midlands -58 12 £47,500 -11.63% 11
North East -24 9 £62,500 -19.35% 10
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 (11.98%) Apache Airflow
2 65 (11.28%) Apache Spark
3 31 (5.38%) Apache
4 9 (1.56%) SharePoint
5 6 (1.04%) Confluence
5 6 (1.04%) Oracle Application Server
6 5 (0.87%) SAS
7 3 (0.52%) Apache Superset
8 2 (0.35%) Palantir Foundry
9 1 (0.17%) CMS
9 1 (0.17%) GeoServer
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) WordPress
Applications
1 23 (3.99%) Microsoft Excel
2 11 (1.91%) Microsoft Office
3 6 (1.04%) 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 (0.35%) IBM Planning Analytics
3 2 (0.35%) 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
1 313 (54.34%) Azure
2 204 (35.42%) Power Platform
3 155 (26.91%) Snowflake
4 145 (25.17%) AWS
5 94 (16.32%) Azure Data Factory
5 94 (16.32%) Azure Synapse Analytics
6 93 (16.15%) dbt
7 81 (14.06%) GCP
8 37 (6.42%) Serverless
9 31 (5.38%) Power Automate
10 28 (4.86%) SaaS
11 26 (4.51%) AWS Lambda
12 25 (4.34%) Azure DevOps
13 24 (4.17%) Amazon S3
14 19 (3.30%) PowerApps
15 13 (2.26%) Fivetran
15 13 (2.26%) Matillion
16 12 (2.08%) Amazon Kinesis
16 12 (2.08%) GitHub
17 10 (1.74%) 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
1 188 (32.64%) Power BI
2 167 (28.99%) Data Lake
3 75 (13.02%) SQL Server
4 70 (12.15%) Tableau
5 69 (11.98%) Amazon Redshift
6 52 (9.03%) BigQuery
7 43 (7.47%) Snowflake Schema
8 40 (6.94%) SQL Server Integration Services
9 38 (6.60%) Metadata
10 34 (5.90%) Azure SQL Database
11 33 (5.73%) Looker
12 28 (4.86%) PostgreSQL
12 28 (4.86%) Relational Database
12 28 (4.86%) SQL Server Reporting Services
13 26 (4.51%) Azure SQL Data Warehouse
14 25 (4.34%) Star Schema
15 23 (3.99%) Elasticsearch
15 23 (3.99%) MySQL
16 22 (3.82%) NoSQL
17 20 (3.47%) Big Data
Development Applications
1 34 (5.90%) Git
2 31 (5.38%) MLflow
3 19 (3.30%) Visual Studio
4 11 (1.91%) JIRA
5 4 (0.69%) Jenkins
5 4 (0.69%) SQL Server Management Studio (SSMS)
6 3 (0.52%) GitLab
7 2 (0.35%) DBeaver
7 2 (0.35%) ERwin
7 2 (0.35%) git-flow
7 2 (0.35%) PowerDesigner
8 1 (0.17%) 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
1 171 (29.69%) Finance
2 162 (28.13%) Social Skills
3 149 (25.87%) Analytical Skills
4 28 (4.86%) Public Sector
5 27 (4.69%) Inclusion and Diversity
6 20 (3.47%) Law
7 19 (3.30%) Banking
8 14 (2.43%) Documentation Skills
9 11 (1.91%) Marketing
10 10 (1.74%) Legal
10 10 (1.74%) Retail
11 9 (1.56%) Influencing Skills
12 8 (1.39%) Advertising
13 7 (1.22%) Local Government
14 6 (1.04%) Games
15 5 (0.87%) Billing
15 5 (0.87%) Front Office
15 5 (0.87%) Manufacturing
16 4 (0.69%) Financial Institution
17 3 (0.52%) Retail Banking
Job Titles
1 187 (32.47%) Data Engineer
2 111 (19.27%) Senior
3 96 (16.67%) Architect
4 77 (13.37%) Data Architect
5 62 (10.76%) Lead
6 50 (8.68%) Developer
7 49 (8.51%) Senior Data Engineer
8 39 (6.77%) Analyst
9 32 (5.56%) Azure Engineer
10 28 (4.86%) Lead Data Engineer
11 27 (4.69%) Azure Architect
12 25 (4.34%) Azure Data Engineer
13 24 (4.17%) Business Intelligence Developer
13 24 (4.17%) Data Management Specialist
13 24 (4.17%) Product Specialist
14 23 (3.99%) Senior Systems Engineer
14 23 (3.99%) Systems Engineer
15 20 (3.47%) Azure Data Architect
16 19 (3.30%) Consultant
16 19 (3.30%) Data Analyst
Libraries, Frameworks & Software Standards
1 60 (10.42%) Kafka
2 49 (8.51%) PySpark
3 27 (4.69%) LangChain
3 27 (4.69%) PyTorch
3 27 (4.69%) scikit-learn
3 27 (4.69%) TensorFlow
4 23 (3.99%) LlamaIndex
4 23 (3.99%) pgvector
5 14 (2.43%) Pandas
6 11 (1.91%) REST
7 9 (1.56%) JSON
8 8 (1.39%) CSS
9 7 (1.22%) EDI
10 6 (1.04%) .NET
10 6 (1.04%) Middleware
10 6 (1.04%) React
11 5 (0.87%) ARM Templates
12 4 (0.69%) HTML
12 4 (0.69%) NumPy
12 4 (0.69%) XGBoost
Miscellaneous
1 49 (8.51%) Cloud Native
2 26 (4.51%) Management Information System
3 25 (4.34%) Analytical Mindset
4 23 (3.99%) Clustering
4 23 (3.99%) Public Cloud
5 20 (3.47%) Data Structures
6 17 (2.95%) Product Ownership
7 14 (2.43%) Low-Code
8 12 (2.08%) Distributed Systems
8 12 (2.08%) Enterprise Software
9 11 (1.91%) Onboarding
10 10 (1.74%) Greenfield Project
10 10 (1.74%) Replication
11 9 (1.56%) Legacy Systems
12 8 (1.39%) Hybrid Cloud
13 7 (1.22%) NHS
14 6 (1.04%) Data Protection Act
14 6 (1.04%) Distributed Computing
14 6 (1.04%) Reference Data
14 6 (1.04%) Taxonomies
Operating Systems
1 1 (0.17%) Linux
Processes & Methodologies
1 322 (55.90%) Analytics
2 319 (55.38%) Data Modelling
3 308 (53.47%) ETL
4 277 (48.09%) Business Intelligence
5 274 (47.57%) Data Engineering
6 188 (32.64%) Data Governance
6 188 (32.64%) Data Pipeline
7 163 (28.30%) AI
8 141 (24.48%) Data Management
9 139 (24.13%) Decision-Making
10 130 (22.57%) Data Science
11 129 (22.40%) Problem-Solving
12 117 (20.31%) Data Integration
13 113 (19.62%) Data Architecture
14 108 (18.75%) Agile
15 107 (18.58%) CI/CD
16 91 (15.80%) Use Case
17 81 (14.06%) Performance Tuning
18 79 (13.72%) Machine Learning
19 74 (12.85%) DevOps
Programming Languages
1 388 (67.36%) SQL
2 271 (47.05%) Python
3 25 (4.34%) Java
4 24 (4.17%) Data Analysis Expressions
5 19 (3.30%) R
6 15 (2.60%) C#
6 15 (2.60%) Scala
7 12 (2.08%) PowerShell
8 9 (1.56%) T-SQL
9 6 (1.04%) JavaScript
9 6 (1.04%) Julia
9 6 (1.04%) PL/SQL
9 6 (1.04%) VBA
10 4 (0.69%) ANSI SQL
10 4 (0.69%) Bicep
11 3 (0.52%) TypeScript
12 1 (0.17%) Bash
12 1 (0.17%) Go
12 1 (0.17%) PHP
Qualifications
1 88 (15.28%) Degree
2 31 (5.38%) Computer Science Degree
3 25 (4.34%) Security Cleared
4 19 (3.30%) Azure Certification
5 17 (2.95%) Microsoft Certification
5 17 (2.95%) SC Cleared
6 13 (2.26%) DBS Check
7 11 (1.91%) Master's Degree
8 9 (1.56%) AWS Certification
9 7 (1.22%) BPSS Clearance
9 7 (1.22%) CITP
10 6 (1.04%) AWS Certified Solutions Architect
11 4 (0.69%) SnowPro
11 4 (0.69%) TOGAF Certification
12 3 (0.52%) Tableau Certification
13 2 (0.35%) DV Cleared
13 2 (0.35%) HND
13 2 (0.35%) Oracle Certification
14 1 (0.17%) MCSE
14 1 (0.17%) PMP
Quality Assurance & Compliance
1 160 (27.78%) Data Quality
2 58 (10.07%) GDPR
3 40 (6.94%) Accessibility
4 27 (4.69%) California Consumer Privacy Act
5 11 (1.91%) ISO/IEC 27001
6 9 (1.56%) QA
7 7 (1.22%) Sarbanes-Oxley
8 6 (1.04%) NIST
9 5 (0.87%) GRC
9 5 (0.87%) HIPAA
10 4 (0.69%) Solvency II
11 3 (0.52%) IFRS
11 3 (0.52%) IFRS 17
11 3 (0.52%) SLA
12 1 (0.17%) Actionable Recommendations
12 1 (0.17%) ISO 22301
12 1 (0.17%) MiFID
12 1 (0.17%) NCSC
12 1 (0.17%) SOC 2
12 1 (0.17%) Software Quality Assurance
System Software
1 21 (3.65%) Docker
2 3 (0.52%) Active Directory
3 2 (0.35%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 30 (5.21%) Terraform
2 22 (3.82%) 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
1 190 (32.99%) Databricks
2 148 (25.69%) Microsoft
3 58 (10.07%) Informatica
4 48 (8.33%) Dell
5 32 (5.56%) Oracle
6 25 (4.34%) Teradata
7 24 (4.17%) Denodo
7 24 (4.17%) Talend
8 23 (3.99%) Cloudera
9 19 (3.30%) Google
10 13 (2.26%) SAP
11 12 (2.08%) Salesforce
12 10 (1.74%) OpenAI
13 7 (1.22%) Foundry
13 7 (1.22%) Planon
14 6 (1.04%) MuleSoft
15 5 (0.87%) CrowdStrike
15 5 (0.87%) Fortinet
15 5 (0.87%) Netezza
15 5 (0.87%) Palo Alto