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

6 months to
30 May 2026
Same period 2025 Same period 2024
Rank 281 184 146
Rank change year-on-year -97 -38 -23
Permanent jobs citing Data Warehouse 547 733 1,680
As % of all permanent jobs in England 0.66% 1.89% 1.92%
As % of the Database & Business Intelligence category 7.54% 11.32% 11.29%
Number of salaries quoted 383 423 1,247
10th Percentile £45,000 £42,520 £41,250
25th Percentile £52,500 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £62,500
Median % change year-on-year +7.69% +4.00% -7.41%
75th Percentile £87,500 £83,125 £80,000
90th Percentile £99,750 £97,500 £100,000
UK median annual salary £70,000 £65,000 £62,500
% change year-on-year +7.69% +4.00% -7.41%

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 7,250 6,476 14,877
As % of all permanent jobs advertised in England 8.72% 16.74% 16.96%
Number of salaries quoted 4,717 4,334 11,422
10th Percentile £36,250 £36,250 £35,000
25th Percentile £45,000 £47,500 £42,725
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -11.54%
75th Percentile £80,000 £83,750 £77,500
90th Percentile £95,000 £115,000 £100,000
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 30 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 30 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 -57 265 £82,500 +10.00% 85
North of England -46 101 £62,500 +8.70% 44
South East -80 63 £71,050 +1.50% 30
Yorkshire -41 51 £62,500 +6.38% 17
Midlands -75 43 £60,715 +5.59% 19
East of England -6 38 £70,000 +21.74% 14
North West -10 38 £65,000 +18.18% 21
West Midlands -64 30 £62,000 +7.83% 13
South West -87 27 £64,750 -7.50% 15
East Midlands -30 13 £42,500 -20.93% 6
North East -33 12 £48,000 -23.20% 7
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 (12.61%) Apache Airflow
2 62 (11.33%) Apache Spark
3 30 (5.48%) Apache
4 9 (1.65%) SharePoint
5 6 (1.10%) Oracle Application Server
6 5 (0.91%) Confluence
7 4 (0.73%) SAS
8 3 (0.55%) Apache Superset
9 2 (0.37%) Luigi
9 2 (0.37%) Palantir Foundry
10 1 (0.18%) CMS
10 1 (0.18%) GeoServer
10 1 (0.18%) WordPress
Applications
1 23 (4.20%) Microsoft Excel
2 11 (2.01%) Microsoft Office
3 3 (0.55%) Maya
3 3 (0.55%) Microsoft PowerPoint
4 2 (0.37%) Spreadsheet
5 1 (0.18%) Chatbot
Business Applications
1 4 (0.73%) Dynamics CRM
1 4 (0.73%) Oracle ERP
2 3 (0.55%) Aladdin
2 3 (0.55%) FLEXCUBE
2 3 (0.55%) Markit EDM
2 3 (0.55%) Misys Opics
2 3 (0.55%) SAP S/4HANA
3 2 (0.37%) IBM Planning Analytics
3 2 (0.37%) Unit4 Business World
4 1 (0.18%) Loan IQ
4 1 (0.18%) Oracle Financials
4 1 (0.18%) Sage X3
4 1 (0.18%) SAP MDG
4 1 (0.18%) Sparx Enterprise Architect
4 1 (0.18%) Temenos T24
Cloud Services
1 279 (51.01%) Azure
2 189 (34.55%) Power Platform
3 159 (29.07%) AWS
4 130 (23.77%) Snowflake
5 97 (17.73%) Azure Data Factory
6 94 (17.18%) GCP
7 88 (16.09%) Azure Synapse Analytics
8 84 (15.36%) dbt
9 37 (6.76%) Serverless
10 32 (5.85%) Azure DevOps
11 28 (5.12%) Amazon S3
12 26 (4.75%) Power Automate
13 22 (4.02%) AWS Lambda
14 21 (3.84%) PowerApps
15 20 (3.66%) SaaS
16 12 (2.19%) Matillion
17 11 (2.01%) Amazon Kinesis
17 11 (2.01%) Microsoft Purview
18 10 (1.83%) Azure Logic Apps
18 10 (1.83%) GitHub
Communications & Networking
1 2 (0.37%) 4G
1 2 (0.37%) 5G
2 1 (0.18%) Broadband
Database & Business Intelligence
1 175 (31.99%) Power BI
2 144 (26.33%) Data Lake
3 73 (13.35%) Amazon Redshift
4 65 (11.88%) Tableau
5 63 (11.52%) SQL Server
6 61 (11.15%) BigQuery
7 42 (7.68%) Snowflake Schema
8 38 (6.95%) Metadata
8 38 (6.95%) SQL Server Integration Services
9 36 (6.58%) Star Schema
10 32 (5.85%) Looker
11 28 (5.12%) Big Data
11 28 (5.12%) SQL Server Reporting Services
12 26 (4.75%) Relational Database
13 25 (4.57%) Azure SQL Database
14 23 (4.20%) Elasticsearch
14 23 (4.20%) PostgreSQL
15 21 (3.84%) Azure SQL Data Warehouse
16 19 (3.47%) NoSQL
17 16 (2.93%) Delta Lake
Development Applications
1 32 (5.85%) MLflow
2 29 (5.30%) Git
3 15 (2.74%) JIRA
3 15 (2.74%) Visual Studio
4 6 (1.10%) SQL Server Management Studio (SSMS)
5 5 (0.91%) Jenkins
6 3 (0.55%) GitLab
7 2 (0.37%) DBeaver
7 2 (0.37%) ERwin
7 2 (0.37%) PowerDesigner
8 1 (0.18%) ER Studio
8 1 (0.18%) Oracle APEX
8 1 (0.18%) Team Foundation Server
8 1 (0.18%) TestDirector
8 1 (0.18%) Zephyr
General
1 155 (28.34%) Finance
2 153 (27.97%) Analytical Skills
3 149 (27.24%) Social Skills
4 24 (4.39%) Public Sector
5 22 (4.02%) Inclusion and Diversity
6 19 (3.47%) Banking
7 15 (2.74%) Law
8 14 (2.56%) Retail
9 12 (2.19%) Marketing
10 10 (1.83%) Advertising
10 10 (1.83%) Documentation Skills
10 10 (1.83%) Influencing Skills
11 9 (1.65%) Local Government
11 9 (1.65%) Manufacturing
12 7 (1.28%) Billing
13 5 (0.91%) Legal
13 5 (0.91%) Organisational Skills
14 4 (0.73%) Presentation Skills
15 3 (0.55%) Games
15 3 (0.55%) Retail Banking
Job Titles
1 193 (35.28%) Data Engineer
2 102 (18.65%) Senior
3 71 (12.98%) Lead
4 68 (12.43%) Architect
5 52 (9.51%) Data Architect
6 47 (8.59%) Developer
7 42 (7.68%) Analyst
7 42 (7.68%) Senior Data Engineer
8 29 (5.30%) Azure Engineer
8 29 (5.30%) Lead Data Engineer
9 28 (5.12%) Data Analyst
10 24 (4.39%) Data Management Specialist
10 24 (4.39%) Product Specialist
11 23 (4.20%) Senior Systems Engineer
11 23 (4.20%) Systems Engineer
12 22 (4.02%) Azure Architect
12 22 (4.02%) Business Intelligence Developer
13 19 (3.47%) Azure Data Engineer
14 18 (3.29%) Azure Data Architect
14 18 (3.29%) Data Manager
Libraries, Frameworks & Software Standards
1 59 (10.79%) Kafka
2 51 (9.32%) PySpark
3 28 (5.12%) LangChain
3 28 (5.12%) PyTorch
3 28 (5.12%) scikit-learn
3 28 (5.12%) TensorFlow
4 23 (4.20%) LlamaIndex
4 23 (4.20%) pgvector
5 16 (2.93%) Pandas
6 15 (2.74%) REST
7 9 (1.65%) ARM Templates
8 7 (1.28%) EDI
8 7 (1.28%) JSON
8 7 (1.28%) Middleware
9 6 (1.10%) CSS
10 4 (0.73%) .NET
10 4 (0.73%) NumPy
10 4 (0.73%) React
10 4 (0.73%) XGBoost
11 3 (0.55%) Streamlit
Miscellaneous
1 50 (9.14%) Cloud Native
2 25 (4.57%) Analytical Mindset
2 25 (4.57%) Clustering
2 25 (4.57%) Data Structures
3 24 (4.39%) Public Cloud
4 20 (3.66%) Management Information System
5 15 (2.74%) Legacy Systems
6 14 (2.56%) Product Ownership
7 12 (2.19%) Low-Code
7 12 (2.19%) Replication
8 11 (2.01%) Onboarding
9 10 (1.83%) Greenfield Project
10 8 (1.46%) Enterprise Software
11 7 (1.28%) Data Protection Act
11 7 (1.28%) Distributed Computing
11 7 (1.28%) Distributed Systems
11 7 (1.28%) Hybrid Cloud
12 6 (1.10%) Reference Data
12 6 (1.10%) Sports Betting
13 5 (0.91%) Online Gambling
Operating Systems
1 3 (0.55%) Linux
2 1 (0.18%) Unix
2 1 (0.18%) Windows
Processes & Methodologies
1 299 (54.66%) Analytics
2 286 (52.29%) Data Modelling
3 285 (52.10%) ETL
4 264 (48.26%) Business Intelligence
5 253 (46.25%) Data Engineering
6 197 (36.01%) Data Pipeline
7 177 (32.36%) Data Governance
8 158 (28.88%) AI
9 140 (25.59%) Decision-Making
10 129 (23.58%) Problem-Solving
11 119 (21.76%) Data Science
12 109 (19.93%) CI/CD
13 106 (19.38%) Use Case
14 97 (17.73%) Data Management
15 90 (16.45%) Agile
15 90 (16.45%) Machine Learning
16 83 (15.17%) Data Integration
17 82 (14.99%) Data Architecture
18 79 (14.44%) Performance Tuning
19 72 (13.16%) Mentoring
Programming Languages
1 399 (72.94%) SQL
2 294 (53.75%) Python
3 27 (4.94%) R
4 24 (4.39%) Java
5 22 (4.02%) Data Analysis Expressions
6 20 (3.66%) Scala
7 10 (1.83%) T-SQL
8 9 (1.65%) JavaScript
8 9 (1.65%) PowerShell
9 6 (1.10%) C#
9 6 (1.10%) Julia
9 6 (1.10%) PL/SQL
9 6 (1.10%) VBA
10 5 (0.91%) Bicep
11 3 (0.55%) ANSI SQL
12 2 (0.37%) Kusto Query Language
13 1 (0.18%) Go
13 1 (0.18%) PHP
13 1 (0.18%) Shell Script
13 1 (0.18%) TypeScript
Qualifications
1 94 (17.18%) Degree
2 33 (6.03%) Computer Science Degree
3 32 (5.85%) Security Cleared
4 22 (4.02%) SC Cleared
5 20 (3.66%) Azure Certification
6 14 (2.56%) Microsoft Certification
7 12 (2.19%) DBS Check
8 11 (2.01%) Master's Degree
9 7 (1.28%) BPSS Clearance
9 7 (1.28%) CITP
10 6 (1.10%) AWS Certification
11 5 (0.91%) AWS Certified Solutions Architect
12 4 (0.73%) DV Cleared
12 4 (0.73%) Tableau Certification
13 3 (0.55%) ICAEW
13 3 (0.55%) TOGAF Certification
14 2 (0.37%) ACCA
14 2 (0.37%) CIMA
14 2 (0.37%) HND
14 2 (0.37%) Oracle Certification
Quality Assurance & Compliance
1 170 (31.08%) Data Quality
2 59 (10.79%) GDPR
3 25 (4.57%) California Consumer Privacy Act
4 10 (1.83%) Accessibility
5 9 (1.65%) ISO/IEC 27001
6 8 (1.46%) QA
7 7 (1.28%) NIST
7 7 (1.28%) Sarbanes-Oxley
8 5 (0.91%) GRC
8 5 (0.91%) HIPAA
8 5 (0.91%) IFRS
8 5 (0.91%) Solvency II
9 4 (0.73%) IFRS 17
10 3 (0.55%) 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 (3.66%) Docker
2 1 (0.18%) Active Directory
Systems Management
1 35 (6.40%) Terraform
2 18 (3.29%) Kubernetes
3 3 (0.55%) Ansible
3 3 (0.55%) Control-M
4 1 (0.18%) Single Sign-On
Vendors
1 181 (33.09%) Databricks
2 111 (20.29%) Microsoft
3 56 (10.24%) Informatica
4 47 (8.59%) Dell
5 30 (5.48%) Oracle
6 25 (4.57%) Teradata
7 24 (4.39%) Denodo
8 23 (4.20%) Cloudera
9 22 (4.02%) Talend
10 20 (3.66%) Google
11 16 (2.93%) SAP
12 13 (2.38%) Salesforce
13 9 (1.65%) OpenAI
14 7 (1.28%) Netezza
14 7 (1.28%) Planon
15 6 (1.10%) Foundry
16 5 (0.91%) MuleSoft
16 5 (0.91%) ServiceNow
17 4 (0.73%) CrowdStrike
17 4 (0.73%) Palo Alto