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

6 months to
26 Jun 2026
Same period 2025 Same period 2024
Rank 275 193 153
Rank change year-on-year -82 -40 -16
Permanent jobs citing Data Warehouse 578 741 1,692
As % of all permanent jobs in England 0.68% 1.84% 1.82%
As % of the Database & Business Intelligence category 7.69% 11.17% 11.19%
Number of salaries quoted 423 425 1,222
10th Percentile £43,550 £42,539 £41,500
25th Percentile £51,378 £52,500 £46,250
Median annual salary (50th Percentile) £65,000 £67,500 £63,094
Median % change year-on-year -3.70% +6.98% -6.53%
75th Percentile £87,500 £83,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £65,000 £65,000 £63,094
% change year-on-year - +3.02% -3.45%

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 7,514 6,633 15,127
As % of all permanent jobs advertised in England 8.90% 16.49% 16.24%
Number of salaries quoted 5,086 4,443 11,368
10th Percentile £36,250 £35,000 £35,175
25th Percentile £45,500 £46,250 £43,448
Median annual salary (50th Percentile) £60,000 £62,500 £58,000
Median % change year-on-year -4.00% +7.76% -10.77%
75th Percentile £80,000 £83,750 £80,000
90th Percentile £95,000 £114,150 £102,500
UK median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -10.16%

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 June 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 June 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 -54 278 £82,500 +10.00% 111
North of England 0 121 £60,000 +2.13% 54
Yorkshire -21 59 £62,500 +4.17% 18
South East -100 57 £70,250 +8.08% 52
North West +6 48 £57,500 +4.55% 30
Midlands -51 47 £55,000 - 23
East of England -9 35 £67,500 +35.00% 17
West Midlands -46 31 £60,000 +9.09% 13
South West -92 30 £60,000 -14.29% 8
East Midlands -26 16 £43,173 -33.58% 10
North East -33 14 £48,000 +1.05% 6
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 (11.94%) Apache Airflow
2 62 (10.73%) Apache Spark
3 33 (5.71%) Apache
4 10 (1.73%) SharePoint
5 8 (1.38%) SAS
6 6 (1.04%) Confluence
6 6 (1.04%) Oracle Application Server
7 2 (0.35%) Luigi
7 2 (0.35%) Palantir Foundry
8 1 (0.17%) CMS
8 1 (0.17%) GeoServer
8 1 (0.17%) Microsoft Exchange
8 1 (0.17%) WordPress
Applications
1 25 (4.33%) Microsoft Excel
2 10 (1.73%) Microsoft Office
3 3 (0.52%) Microsoft PowerPoint
4 2 (0.35%) Spreadsheet
5 1 (0.17%) Chatbot
Business Applications
1 5 (0.87%) Dynamics CRM
2 3 (0.52%) FLEXCUBE
2 3 (0.52%) Misys Opics
2 3 (0.52%) Oracle ERP
2 3 (0.52%) SAP S/4HANA
3 2 (0.35%) Aladdin
3 2 (0.35%) IBM Planning Analytics
3 2 (0.35%) Markit EDM
3 2 (0.35%) SAP Business One
3 2 (0.35%) Unit4 Business World
4 1 (0.17%) Carpe Diem
4 1 (0.17%) Elite 3E
4 1 (0.17%) Loan IQ
4 1 (0.17%) Oracle Financials
4 1 (0.17%) Sage X3
4 1 (0.17%) SAP MDG
4 1 (0.17%) Sparx Enterprise Architect
4 1 (0.17%) Temenos T24
Cloud Services
1 298 (51.56%) Azure
2 205 (35.47%) Power Platform
3 177 (30.62%) AWS
4 140 (24.22%) Snowflake
5 100 (17.30%) GCP
6 93 (16.09%) Azure Data Factory
7 87 (15.05%) Azure Synapse Analytics
8 85 (14.71%) dbt
9 37 (6.40%) Serverless
10 36 (6.23%) Amazon S3
11 34 (5.88%) Azure DevOps
12 27 (4.67%) Power Automate
13 23 (3.98%) PowerApps
14 22 (3.81%) AWS Lambda
14 22 (3.81%) SaaS
15 18 (3.11%) Microsoft Purview
16 14 (2.42%) Azure Logic Apps
17 12 (2.08%) Matillion
18 10 (1.73%) Amazon Kinesis
18 10 (1.73%) Fivetran
Communications & Networking
1 2 (0.35%) 4G
1 2 (0.35%) 5G
1 2 (0.35%) Kerberos
1 2 (0.35%) NAS
2 1 (0.17%) Broadband
Database & Business Intelligence
1 194 (33.56%) Power BI
2 146 (25.26%) Data Lake
3 78 (13.49%) Amazon Redshift
4 68 (11.76%) SQL Server
5 66 (11.42%) Tableau
6 60 (10.38%) BigQuery
7 48 (8.30%) Metadata
8 43 (7.44%) Snowflake Schema
9 39 (6.75%) Star Schema
10 37 (6.40%) SQL Server Integration Services
11 33 (5.71%) Looker
11 33 (5.71%) SQL Server Reporting Services
12 31 (5.36%) Big Data
13 30 (5.19%) Azure SQL Database
14 24 (4.15%) PostgreSQL
15 23 (3.98%) Elasticsearch
16 22 (3.81%) Azure SQL Data Warehouse
16 22 (3.81%) Relational Database
17 18 (3.11%) NoSQL
18 16 (2.77%) Power Query
Development Applications
1 30 (5.19%) MLflow
2 28 (4.84%) Git
3 19 (3.29%) JIRA
4 14 (2.42%) Visual Studio
5 6 (1.04%) SQL Server Management Studio (SSMS)
6 5 (0.87%) Jenkins
7 2 (0.35%) DBeaver
7 2 (0.35%) ERwin
7 2 (0.35%) PowerDesigner
8 1 (0.17%) ER Studio
8 1 (0.17%) Oracle APEX
8 1 (0.17%) Team Foundation Server
8 1 (0.17%) TestDirector
8 1 (0.17%) Zephyr
General
1 160 (27.68%) Analytical Skills
1 160 (27.68%) Finance
2 150 (25.95%) Social Skills
3 25 (4.33%) Public Sector
4 22 (3.81%) Banking
5 16 (2.77%) Inclusion and Diversity
6 14 (2.42%) Manufacturing
6 14 (2.42%) Retail
7 12 (2.08%) Advertising
7 12 (2.08%) Influencing Skills
8 11 (1.90%) Law
8 11 (1.90%) Marketing
9 10 (1.73%) Documentation Skills
10 9 (1.56%) Legal
11 7 (1.21%) Billing
11 7 (1.21%) Local Government
12 6 (1.04%) Financial Institution
12 6 (1.04%) Presentation Skills
13 5 (0.87%) Organisational Skills
14 3 (0.52%) Retail Banking
Job Titles
1 208 (35.99%) Data Engineer
2 106 (18.34%) Senior
3 76 (13.15%) Architect
4 73 (12.63%) Lead
5 61 (10.55%) Data Architect
6 55 (9.52%) Analyst
7 54 (9.34%) Developer
8 42 (7.27%) Senior Data Engineer
9 32 (5.54%) Data Analyst
10 31 (5.36%) Lead Data Engineer
11 29 (5.02%) Azure Engineer
12 25 (4.33%) Business Intelligence Developer
13 24 (4.15%) Data Management Specialist
13 24 (4.15%) Product Specialist
14 23 (3.98%) Senior Systems Engineer
14 23 (3.98%) Systems Engineer
15 19 (3.29%) Azure Architect
16 18 (3.11%) Azure Data Engineer
17 17 (2.94%) Data Manager
18 15 (2.60%) Azure Data Architect
Libraries, Frameworks & Software Standards
1 59 (10.21%) Kafka
2 45 (7.79%) PySpark
3 26 (4.50%) LangChain
3 26 (4.50%) PyTorch
3 26 (4.50%) scikit-learn
3 26 (4.50%) TensorFlow
4 23 (3.98%) LlamaIndex
4 23 (3.98%) pgvector
5 18 (3.11%) REST
6 14 (2.42%) Pandas
7 9 (1.56%) ARM Templates
7 9 (1.56%) JSON
8 7 (1.21%) EDI
8 7 (1.21%) Middleware
9 4 (0.69%) .NET
9 4 (0.69%) CSS
9 4 (0.69%) NumPy
9 4 (0.69%) XML
10 3 (0.52%) Streamlit
10 3 (0.52%) YAML
Miscellaneous
1 58 (10.03%) Cloud Native
2 28 (4.84%) Analytical Mindset
3 26 (4.50%) Clustering
4 24 (4.15%) Data Structures
4 24 (4.15%) Public Cloud
5 18 (3.11%) Product Ownership
6 16 (2.77%) Management Information System
7 15 (2.60%) Onboarding
8 14 (2.42%) Legacy Systems
9 12 (2.08%) Low-Code
10 11 (1.90%) Distributed Computing
10 11 (1.90%) Replication
11 10 (1.73%) Greenfield Project
12 7 (1.21%) Data Protection Act
13 6 (1.04%) Hybrid Cloud
13 6 (1.04%) Reference Data
13 6 (1.04%) Sports Betting
14 5 (0.87%) Online Gambling
15 4 (0.69%) Enterprise Software
15 4 (0.69%) Reinsurance
Operating Systems
1 5 (0.87%) Linux
2 4 (0.69%) Windows
3 3 (0.52%) Windows Server
4 2 (0.35%) Windows Server 2016
5 1 (0.17%) Unix
Processes & Methodologies
1 329 (56.92%) Analytics
2 297 (51.38%) Data Modelling
3 291 (50.35%) ETL
4 283 (48.96%) Business Intelligence
5 253 (43.77%) Data Engineering
6 209 (36.16%) Data Pipeline
7 191 (33.04%) Data Governance
8 183 (31.66%) AI
9 153 (26.47%) Decision-Making
10 135 (23.36%) Problem-Solving
11 112 (19.38%) Data Science
12 109 (18.86%) CI/CD
13 106 (18.34%) Machine Learning
14 105 (18.17%) Use Case
15 98 (16.96%) Data Management
16 93 (16.09%) Data Architecture
17 90 (15.57%) Agile
18 89 (15.40%) Performance Tuning
19 86 (14.88%) Data Integration
20 75 (12.98%) DevOps
Programming Languages
1 411 (71.11%) SQL
2 291 (50.35%) Python
3 29 (5.02%) Data Analysis Expressions
4 25 (4.33%) R
5 20 (3.46%) Scala
6 15 (2.60%) Java
7 14 (2.42%) T-SQL
8 12 (2.08%) PowerShell
9 10 (1.73%) JavaScript
10 9 (1.56%) C#
11 6 (1.04%) Julia
12 5 (0.87%) Bicep
12 5 (0.87%) PL/SQL
13 4 (0.69%) Bash
14 3 (0.52%) Kusto Query Language
15 2 (0.35%) VBScript
16 1 (0.17%) Go
16 1 (0.17%) PHP
16 1 (0.17%) Shell Script
16 1 (0.17%) TypeScript
Qualifications
1 95 (16.44%) Degree
2 44 (7.61%) Security Cleared
3 32 (5.54%) Computer Science Degree
4 30 (5.19%) SC Cleared
5 22 (3.81%) Azure Certification
6 14 (2.42%) DBS Check
7 12 (2.08%) Microsoft Certification
8 11 (1.90%) Master's Degree
9 10 (1.73%) AWS Certification
9 10 (1.73%) BPSS Clearance
10 7 (1.21%) TOGAF Certification
11 6 (1.04%) DV Cleared
12 5 (0.87%) CITP
13 4 (0.69%) AWS Certified Solutions Architect
13 4 (0.69%) Tableau Certification
14 3 (0.52%) ICAEW
14 3 (0.52%) SnowPro
15 2 (0.35%) ACCA
15 2 (0.35%) CIMA
15 2 (0.35%) HND
Quality Assurance & Compliance
1 191 (33.04%) Data Quality
2 67 (11.59%) GDPR
3 24 (4.15%) California Consumer Privacy Act
4 11 (1.90%) Accessibility
5 8 (1.38%) QA
6 5 (0.87%) GRC
6 5 (0.87%) IFRS
6 5 (0.87%) ISO/IEC 27001
6 5 (0.87%) Sarbanes-Oxley
6 5 (0.87%) Solvency II
7 4 (0.69%) IFRS 17
7 4 (0.69%) NIST
8 3 (0.52%) HIPAA
8 3 (0.52%) SLA
9 1 (0.17%) Actionable Recommendations
9 1 (0.17%) ISO 20022
9 1 (0.17%) ISO 22301
9 1 (0.17%) MiFID
9 1 (0.17%) Software Quality Assurance
System Software
1 22 (3.81%) Docker
2 4 (0.69%) Active Directory
Systems Management
1 38 (6.57%) Terraform
2 18 (3.11%) Kubernetes
3 5 (0.87%) Ansible
4 2 (0.35%) Control-M
5 1 (0.17%) Single Sign-On
Vendors
1 185 (32.01%) Databricks
2 129 (22.32%) Microsoft
3 50 (8.65%) Informatica
4 47 (8.13%) Dell
5 26 (4.50%) Google
6 25 (4.33%) Oracle
6 25 (4.33%) Teradata
7 24 (4.15%) Denodo
8 23 (3.98%) Cloudera
9 17 (2.94%) SAP
10 13 (2.25%) Talend
11 11 (1.90%) Salesforce
12 8 (1.38%) OpenAI
13 5 (0.87%) Foundry
13 5 (0.87%) Netezza
13 5 (0.87%) Planon
13 5 (0.87%) ServiceNow
14 4 (0.69%) Remedy
15 3 (0.52%) Bloomberg
15 3 (0.52%) Cognos