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

6 months to
15 May 2026
Same period 2025 Same period 2024
Rank 276 187 143
Rank change year-on-year -89 -44 -18
Permanent jobs citing Data Warehouse 531 727 1,677
As % of all permanent jobs in England 0.66% 1.87% 2.00%
As % of the Database & Business Intelligence category 7.48% 10.90% 11.42%
Number of salaries quoted 359 439 1,256
10th Percentile £45,000 £42,500 £41,250
25th Percentile £52,500 £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 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £70,000 £65,000 £60,500
% change year-on-year +7.69% +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 7,095 6,671 14,685
As % of all permanent jobs advertised in England 8.76% 17.12% 17.48%
Number of salaries quoted 4,456 4,549 11,391
10th Percentile £35,250 £37,000 £35,000
25th Percentile £45,000 £47,500 £42,725
Median annual salary (50th Percentile) £60,000 £64,000 £57,500
Median % change year-on-year -6.25% +11.30% -11.54%
75th Percentile £80,000 £85,000 £77,500
90th Percentile £97,500 £115,000 £97,500
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 15 May 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 15 May 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 -46 261 £82,500 +10.00% 122
North of England -32 84 £65,000 +10.64% 56
South East -79 67 £67,750 +0.37% 39
Yorkshire -50 45 £66,250 +10.42% 21
Midlands -73 45 £62,000 +7.83% 21
East of England +1 41 £70,000 +40.00% 17
West Midlands -62 32 £62,000 +7.83% 15
North West -15 31 £65,000 +18.18% 28
South West -86 24 £64,500 - 28
East Midlands -30 13 £46,445 -13.59% 6
North East -29 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 68 (12.81%) Apache Airflow
2 60 (11.30%) Apache Spark
3 29 (5.46%) Apache
4 11 (2.07%) SharePoint
5 6 (1.13%) Oracle Application Server
6 5 (0.94%) Confluence
7 4 (0.75%) SAS
8 3 (0.56%) Apache Superset
9 2 (0.38%) Luigi
9 2 (0.38%) Palantir Foundry
10 1 (0.19%) CMS
10 1 (0.19%) GeoServer
10 1 (0.19%) WordPress
Applications
1 23 (4.33%) Microsoft Excel
2 11 (2.07%) Microsoft Office
3 6 (1.13%) Maya
4 3 (0.56%) Microsoft PowerPoint
5 1 (0.19%) Spreadsheet
Business Applications
1 4 (0.75%) Oracle ERP
2 3 (0.56%) Aladdin
2 3 (0.56%) FLEXCUBE
2 3 (0.56%) Markit EDM
2 3 (0.56%) Misys Opics
3 2 (0.38%) Dynamics CRM
3 2 (0.38%) IBM Planning Analytics
3 2 (0.38%) SAP S/4HANA
3 2 (0.38%) Unit4 Business World
4 1 (0.19%) Loan IQ
4 1 (0.19%) Oracle Financials
4 1 (0.19%) SAP MDG
4 1 (0.19%) Sparx Enterprise Architect
Cloud Services
1 281 (52.92%) Azure
2 193 (36.35%) Power Platform
3 149 (28.06%) AWS
4 128 (24.11%) Snowflake
5 95 (17.89%) Azure Data Factory
6 88 (16.57%) GCP
7 87 (16.38%) Azure Synapse Analytics
8 85 (16.01%) dbt
9 36 (6.78%) Serverless
10 31 (5.84%) Azure DevOps
11 30 (5.65%) Power Automate
12 24 (4.52%) Amazon S3
13 22 (4.14%) SaaS
14 21 (3.95%) AWS Lambda
14 21 (3.95%) PowerApps
15 13 (2.45%) Matillion
16 10 (1.88%) Amazon Kinesis
16 10 (1.88%) Azure Logic Apps
16 10 (1.88%) GitHub
17 9 (1.69%) PaaS
Communications & Networking
1 2 (0.38%) 4G
1 2 (0.38%) 5G
2 1 (0.19%) Broadband
Database & Business Intelligence
1 179 (33.71%) Power BI
2 148 (27.87%) Data Lake
3 70 (13.18%) Amazon Redshift
4 65 (12.24%) SQL Server
5 64 (12.05%) Tableau
6 56 (10.55%) BigQuery
7 40 (7.53%) Snowflake Schema
8 37 (6.97%) SQL Server Integration Services
9 35 (6.59%) Metadata
10 33 (6.21%) Looker
11 32 (6.03%) Star Schema
12 26 (4.90%) Azure SQL Database
13 25 (4.71%) SQL Server Reporting Services
14 24 (4.52%) Relational Database
15 23 (4.33%) Elasticsearch
15 23 (4.33%) PostgreSQL
16 21 (3.95%) Azure SQL Data Warehouse
17 18 (3.39%) Big Data
17 18 (3.39%) NoSQL
18 17 (3.20%) Delta Lake
Development Applications
1 34 (6.40%) Git
2 32 (6.03%) MLflow
3 17 (3.20%) Visual Studio
4 13 (2.45%) JIRA
5 6 (1.13%) SQL Server Management Studio (SSMS)
6 3 (0.56%) GitLab
6 3 (0.56%) Jenkins
7 2 (0.38%) DBeaver
7 2 (0.38%) ERwin
7 2 (0.38%) PowerDesigner
8 1 (0.19%) ER Studio
8 1 (0.19%) Oracle APEX
8 1 (0.19%) Team Foundation Server
8 1 (0.19%) TestDirector
8 1 (0.19%) Zephyr
General
1 155 (29.19%) Finance
2 146 (27.50%) Analytical Skills
3 145 (27.31%) Social Skills
4 27 (5.08%) Public Sector
5 22 (4.14%) Inclusion and Diversity
6 19 (3.58%) Law
7 18 (3.39%) Banking
8 12 (2.26%) Documentation Skills
9 11 (2.07%) Marketing
9 11 (2.07%) Retail
10 10 (1.88%) Influencing Skills
10 10 (1.88%) Local Government
11 8 (1.51%) Advertising
12 7 (1.32%) Legal
12 7 (1.32%) Manufacturing
13 6 (1.13%) Billing
13 6 (1.13%) Games
14 4 (0.75%) Organisational Skills
15 3 (0.56%) Presentation Skills
15 3 (0.56%) Retail Banking
Job Titles
1 179 (33.71%) Data Engineer
2 99 (18.64%) Senior
3 68 (12.81%) Architect
4 67 (12.62%) Lead
5 51 (9.60%) Data Architect
6 46 (8.66%) Developer
7 41 (7.72%) Analyst
7 41 (7.72%) Senior Data Engineer
8 29 (5.46%) Azure Engineer
9 28 (5.27%) Lead Data Engineer
10 25 (4.71%) Data Analyst
11 24 (4.52%) Data Management Specialist
11 24 (4.52%) Product Specialist
12 23 (4.33%) Business Intelligence Developer
12 23 (4.33%) Senior Systems Engineer
12 23 (4.33%) Systems Engineer
13 22 (4.14%) Azure Architect
14 19 (3.58%) Azure Data Engineer
15 17 (3.20%) Azure Data Architect
16 16 (3.01%) Data Manager
Libraries, Frameworks & Software Standards
1 54 (10.17%) Kafka
2 51 (9.60%) PySpark
3 27 (5.08%) LangChain
3 27 (5.08%) PyTorch
3 27 (5.08%) scikit-learn
3 27 (5.08%) TensorFlow
4 23 (4.33%) LlamaIndex
4 23 (4.33%) pgvector
5 15 (2.82%) Pandas
5 15 (2.82%) REST
6 9 (1.69%) ARM Templates
7 7 (1.32%) EDI
7 7 (1.32%) JSON
7 7 (1.32%) Middleware
8 6 (1.13%) CSS
9 4 (0.75%) .NET
9 4 (0.75%) React
9 4 (0.75%) XGBoost
10 3 (0.56%) NumPy
10 3 (0.56%) Streamlit
Miscellaneous
1 48 (9.04%) Cloud Native
2 26 (4.90%) Analytical Mindset
3 25 (4.71%) Clustering
4 23 (4.33%) Data Structures
4 23 (4.33%) Management Information System
4 23 (4.33%) Public Cloud
5 13 (2.45%) Low-Code
5 13 (2.45%) Product Ownership
6 12 (2.26%) Legacy Systems
7 11 (2.07%) Enterprise Software
7 11 (2.07%) Onboarding
8 9 (1.69%) Distributed Systems
8 9 (1.69%) Greenfield Project
8 9 (1.69%) Replication
9 8 (1.51%) Hybrid Cloud
10 7 (1.32%) Data Protection Act
10 7 (1.32%) NHS
11 6 (1.13%) Distributed Computing
12 5 (0.94%) Reference Data
13 4 (0.75%) Taxonomies
Operating Systems
1 1 (0.19%) Linux
Processes & Methodologies
1 290 (54.61%) Analytics
2 285 (53.67%) ETL
3 280 (52.73%) Data Modelling
4 260 (48.96%) Business Intelligence
5 249 (46.89%) Data Engineering
6 185 (34.84%) Data Pipeline
7 178 (33.52%) Data Governance
8 149 (28.06%) AI
9 130 (24.48%) Decision-Making
10 122 (22.98%) Data Science
11 117 (22.03%) Problem-Solving
12 109 (20.53%) CI/CD
13 106 (19.96%) Data Management
14 95 (17.89%) Use Case
15 92 (17.33%) Agile
16 88 (16.57%) Data Integration
17 87 (16.38%) Data Architecture
18 81 (15.25%) Machine Learning
19 74 (13.94%) Performance Tuning
20 69 (12.99%) DevOps
Programming Languages
1 381 (71.75%) SQL
2 273 (51.41%) Python
3 25 (4.71%) R
4 24 (4.52%) Java
5 23 (4.33%) Data Analysis Expressions
6 16 (3.01%) Scala
7 11 (2.07%) PowerShell
8 8 (1.51%) C#
8 8 (1.51%) T-SQL
9 7 (1.32%) JavaScript
10 6 (1.13%) Julia
10 6 (1.13%) PL/SQL
10 6 (1.13%) VBA
11 5 (0.94%) Bicep
12 3 (0.56%) ANSI SQL
13 2 (0.38%) Kusto Query Language
14 1 (0.19%) Bash
14 1 (0.19%) Go
14 1 (0.19%) PHP
14 1 (0.19%) TypeScript
Qualifications
1 94 (17.70%) Degree
2 36 (6.78%) Computer Science Degree
3 24 (4.52%) Security Cleared
4 18 (3.39%) Azure Certification
5 15 (2.82%) Microsoft Certification
6 14 (2.64%) SC Cleared
7 11 (2.07%) DBS Check
7 11 (2.07%) Master's Degree
8 7 (1.32%) BPSS Clearance
8 7 (1.32%) CITP
9 6 (1.13%) AWS Certification
10 5 (0.94%) AWS Certified Solutions Architect
11 4 (0.75%) DV Cleared
12 3 (0.56%) Tableau Certification
12 3 (0.56%) TOGAF Certification
13 2 (0.38%) ACCA
13 2 (0.38%) CIMA
13 2 (0.38%) HND
13 2 (0.38%) ICAEW
13 2 (0.38%) Oracle Certification
Quality Assurance & Compliance
1 157 (29.57%) Data Quality
2 60 (11.30%) GDPR
3 25 (4.71%) California Consumer Privacy Act
4 16 (3.01%) Accessibility
5 9 (1.69%) ISO/IEC 27001
6 8 (1.51%) QA
7 7 (1.32%) NIST
7 7 (1.32%) Sarbanes-Oxley
8 5 (0.94%) GRC
8 5 (0.94%) HIPAA
8 5 (0.94%) IFRS
8 5 (0.94%) Solvency II
9 4 (0.75%) IFRS 17
10 3 (0.56%) SLA
11 1 (0.19%) Actionable Recommendations
11 1 (0.19%) ISO 22301
11 1 (0.19%) MiFID
11 1 (0.19%) NCSC
11 1 (0.19%) Software Quality Assurance
System Software
1 17 (3.20%) Docker
2 1 (0.19%) Active Directory
Systems Management
1 33 (6.21%) Terraform
2 16 (3.01%) Kubernetes
3 3 (0.56%) Ansible
3 3 (0.56%) Control-M
4 1 (0.19%) Single Sign-On
Vendors
1 176 (33.15%) Databricks
2 115 (21.66%) Microsoft
3 58 (10.92%) Informatica
4 47 (8.85%) Dell
5 33 (6.21%) Oracle
6 24 (4.52%) Denodo
6 24 (4.52%) Talend
6 24 (4.52%) Teradata
7 23 (4.33%) Cloudera
8 20 (3.77%) Google
9 14 (2.64%) SAP
10 13 (2.45%) Salesforce
11 9 (1.69%) OpenAI
12 8 (1.51%) Netezza
13 7 (1.32%) Foundry
13 7 (1.32%) Planon
14 6 (1.13%) MuleSoft
15 5 (0.94%) ServiceNow
16 4 (0.75%) Fortinet
16 4 (0.75%) Palo Alto