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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 232 169 141
Rank change year-on-year -63 -28 -17
Permanent jobs citing Data Warehouse 574 725 1,609
As % of all permanent jobs in England 0.88% 1.85% 2.17%
As % of the Database & Business Intelligence category 9.19% 9.77% 11.75%
Number of salaries quoted 359 428 1,259
10th Percentile £46,250 £42,500 £41,250
25th Percentile £56,250 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% -11.11%
75th Percentile £87,500 £87,500 £80,000
90th Percentile £107,500 £102,410 £100,000
UK median annual salary £70,932 £65,000 £60,000
% change year-on-year +9.13% +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 6,244 7,418 13,696
As % of all permanent jobs advertised in England 9.52% 18.95% 18.47%
Number of salaries quoted 3,955 4,707 11,041
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,500 £43,500
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £81,125 £87,500 £76,250
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £63,000 £57,500
% change year-on-year -4.76% +9.57% -8.49%

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 14 March 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 14 March 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 +17 308 £82,500 +8.55% 140
South East -45 91 £75,000 +7.14% 90
North of England -85 60 £62,500 +8.70% 73
Midlands -55 51 £62,000 +7.83% 51
West Midlands -18 42 £62,000 +3.33% 36
East of England +25 34 £60,000 -14.29% 16
North West -27 33 £62,500 +13.64% 31
Yorkshire -66 26 £62,500 +8.70% 30
South West -66 18 £64,675 +17.59% 28
East Midlands -45 9 £47,500 -5.00% 15
North East -24 1 - - 13
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 56 (9.76%) Apache Spark
2 47 (8.19%) Apache Airflow
3 31 (5.40%) Apache
4 9 (1.57%) SharePoint
5 7 (1.22%) Confluence
6 6 (1.05%) Oracle Application Server
6 6 (1.05%) SAS
7 3 (0.52%) Apache Superset
8 2 (0.35%) Palantir Foundry
9 1 (0.17%) Microsoft Exchange
9 1 (0.17%) WordPress
Applications
1 26 (4.53%) Microsoft Excel
2 12 (2.09%) Microsoft Office
3 10 (1.74%) Maya
4 4 (0.70%) Microsoft PowerPoint
5 1 (0.17%) Spreadsheet
Business Applications
1 6 (1.05%) Markit EDM
2 4 (0.70%) Oracle ERP
3 3 (0.52%) Aladdin
3 3 (0.52%) FLEXCUBE
3 3 (0.52%) Misys Opics
4 2 (0.35%) IBM Planning Analytics
4 2 (0.35%) SAP S/4HANA
4 2 (0.35%) Unit4 Business World
5 1 (0.17%) Cognos Business Intelligence
5 1 (0.17%) Dynamics CRM
5 1 (0.17%) Oracle Financials
5 1 (0.17%) SimCorp Dimension
5 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 313 (54.53%) Azure
2 204 (35.54%) Power Platform
3 139 (24.22%) AWS
3 139 (24.22%) Snowflake
4 91 (15.85%) Azure Data Factory
5 80 (13.94%) Azure Synapse Analytics
6 72 (12.54%) GCP
7 70 (12.20%) dbt
8 41 (7.14%) SaaS
9 38 (6.62%) Serverless
10 34 (5.92%) AWS Lambda
11 29 (5.05%) Amazon S3
11 29 (5.05%) Azure DevOps
11 29 (5.05%) Power Automate
12 20 (3.48%) GitHub
13 17 (2.96%) PowerApps
14 16 (2.79%) Fivetran
15 15 (2.61%) Matillion
16 13 (2.26%) Amazon Kinesis
16 13 (2.26%) Collibra
Communications & Networking
1 2 (0.35%) Kerberos
2 1 (0.17%) 4G
2 1 (0.17%) 5G
2 1 (0.17%) Broadband
Database & Business Intelligence
1 190 (33.10%) Power BI
2 153 (26.66%) Data Lake
3 86 (14.98%) SQL Server
4 63 (10.98%) Tableau
5 56 (9.76%) Amazon Redshift
6 49 (8.54%) Metadata
7 44 (7.67%) SQL Server Integration Services
8 41 (7.14%) BigQuery
9 39 (6.79%) Azure SQL Database
10 33 (5.75%) MySQL
11 31 (5.40%) PostgreSQL
12 30 (5.23%) Azure SQL Data Warehouse
12 30 (5.23%) SQL Server Reporting Services
13 29 (5.05%) Relational Database
13 29 (5.05%) Snowflake Schema
14 28 (4.88%) NoSQL
15 25 (4.36%) Data Mining
16 22 (3.83%) Big Data
16 22 (3.83%) SQL Server Analysis Services
16 22 (3.83%) Star Schema
Development Applications
1 41 (7.14%) Git
2 16 (2.79%) Visual Studio
3 15 (2.61%) MLflow
4 10 (1.74%) JIRA
5 8 (1.39%) ERwin
5 8 (1.39%) PowerDesigner
6 5 (0.87%) ER Studio
6 5 (0.87%) git-flow
7 4 (0.70%) Jenkins
8 3 (0.52%) GitLab
8 3 (0.52%) SQL Server Management Studio (SSMS)
9 2 (0.35%) DBeaver
10 1 (0.17%) Oracle APEX
10 1 (0.17%) Selenium
10 1 (0.17%) SonarQube
10 1 (0.17%) Team Foundation Server
10 1 (0.17%) TestDirector
10 1 (0.17%) Zephyr
General
1 186 (32.40%) Social Skills
2 175 (30.49%) Finance
3 138 (24.04%) Analytical Skills
4 37 (6.45%) Public Sector
5 31 (5.40%) Law
6 26 (4.53%) Banking
7 21 (3.66%) Inclusion and Diversity
8 18 (3.14%) Retail
9 16 (2.79%) Marketing
10 14 (2.44%) Documentation Skills
11 11 (1.92%) Legal
12 10 (1.74%) Games
12 10 (1.74%) Local Government
13 9 (1.57%) Front Office
14 8 (1.39%) Billing
14 8 (1.39%) Influencing Skills
15 7 (1.22%) Retail Banking
16 6 (1.05%) Advertising
17 5 (0.87%) Financial Institution
18 4 (0.70%) Manufacturing
Job Titles
1 179 (31.18%) Data Engineer
2 116 (20.21%) Senior
3 114 (19.86%) Architect
4 97 (16.90%) Data Architect
5 56 (9.76%) Developer
6 55 (9.58%) Senior Data Engineer
7 51 (8.89%) Lead
8 39 (6.79%) Analyst
9 30 (5.23%) Azure Architect
10 24 (4.18%) Azure Data Architect
10 24 (4.18%) Azure Engineer
10 24 (4.18%) Consultant
11 23 (4.01%) Azure Data Engineer
12 20 (3.48%) AWS Engineer
12 20 (3.48%) Business Intelligence Developer
12 20 (3.48%) Data Manager
13 17 (2.96%) Data Analyst
13 17 (2.96%) Lead Data Engineer
14 16 (2.79%) AWS Data Engineer
14 16 (2.79%) Senior Architect
Libraries, Frameworks & Software Standards
1 49 (8.54%) Kafka
2 42 (7.32%) PySpark
3 13 (2.26%) LangChain
3 13 (2.26%) PyTorch
3 13 (2.26%) scikit-learn
3 13 (2.26%) TensorFlow
4 10 (1.74%) .NET
4 10 (1.74%) CSS
4 10 (1.74%) Pandas
5 9 (1.57%) LlamaIndex
5 9 (1.57%) pgvector
5 9 (1.57%) React
6 7 (1.22%) AngularJS
6 7 (1.22%) JSON
7 6 (1.05%) GraphQL
7 6 (1.05%) Middleware
7 6 (1.05%) REST
7 6 (1.05%) Spring
7 6 (1.05%) XML
8 5 (0.87%) AWS CDK
Miscellaneous
1 35 (6.10%) Management Information System
2 33 (5.75%) Cloud Native
3 27 (4.70%) Product Ownership
4 23 (4.01%) Data Structures
5 20 (3.48%) Analytical Mindset
6 18 (3.14%) Enterprise Software
7 15 (2.61%) Greenfield Project
7 15 (2.61%) Legacy Systems
8 14 (2.44%) Low-Code
9 13 (2.26%) Distributed Systems
10 11 (1.92%) NHS
10 11 (1.92%) Reference Data
11 9 (1.57%) Clustering
11 9 (1.57%) Hybrid Cloud
11 9 (1.57%) Onboarding
11 9 (1.57%) Public Cloud
11 9 (1.57%) Replication
12 8 (1.39%) Hedge funds
12 8 (1.39%) Reinsurance
13 6 (1.05%) Taxonomies
Operating Systems
1 3 (0.52%) Android
1 3 (0.52%) Apple iOS
2 2 (0.35%) Linux
3 1 (0.17%) Unix
Processes & Methodologies
1 332 (57.84%) Data Modelling
2 304 (52.96%) Analytics
3 299 (52.09%) ETL
4 266 (46.34%) Business Intelligence
5 246 (42.86%) Data Engineering
6 185 (32.23%) Data Governance
7 176 (30.66%) Data Pipeline
8 138 (24.04%) Problem-Solving
9 134 (23.34%) AI
10 133 (23.17%) Data Management
11 130 (22.65%) Decision-Making
12 127 (22.13%) Agile
13 126 (21.95%) Data Integration
14 125 (21.78%) Data Architecture
15 114 (19.86%) Data Science
16 105 (18.29%) CI/CD
17 98 (17.07%) Mentoring
18 78 (13.59%) DevOps
19 68 (11.85%) Visualisation
20 65 (11.32%) Migration
Programming Languages
1 373 (64.98%) SQL
2 248 (43.21%) Python
3 32 (5.57%) Java
4 22 (3.83%) Data Analysis Expressions
5 21 (3.66%) C#
6 18 (3.14%) R
7 15 (2.61%) Scala
8 12 (2.09%) PowerShell
8 12 (2.09%) T-SQL
9 7 (1.22%) TypeScript
10 6 (1.05%) PL/SQL
10 6 (1.05%) VBA
11 5 (0.87%) JavaScript
12 4 (0.70%) ANSI SQL
13 3 (0.52%) Kotlin
13 3 (0.52%) Swift
14 2 (0.35%) Bicep
14 2 (0.35%) Julia
15 1 (0.17%) Bash
15 1 (0.17%) PHP
Qualifications
1 74 (12.89%) Degree
2 33 (5.75%) Computer Science Degree
3 23 (4.01%) Security Cleared
4 18 (3.14%) Microsoft Certification
5 17 (2.96%) Azure Certification
6 16 (2.79%) SC Cleared
7 12 (2.09%) DBS Check
7 12 (2.09%) Master's Degree
8 10 (1.74%) AWS Certification
9 7 (1.22%) BPSS Clearance
10 6 (1.05%) AWS Certified Solutions Architect
10 6 (1.05%) TOGAF Certification
11 5 (0.87%) CITP
12 4 (0.70%) SAP Certification
12 4 (0.70%) SnowPro
13 3 (0.52%) DV Cleared
13 3 (0.52%) HND
13 3 (0.52%) PMI Certification
13 3 (0.52%) PMP
14 2 (0.35%) MCSE
Quality Assurance & Compliance
1 162 (28.22%) Data Quality
2 51 (8.89%) Accessibility
3 43 (7.49%) GDPR
4 18 (3.14%) QA
5 14 (2.44%) California Consumer Privacy Act
6 10 (1.74%) ISO/IEC 27001
7 6 (1.05%) NIST
8 5 (0.87%) GRC
8 5 (0.87%) HIPAA
8 5 (0.87%) Sarbanes-Oxley
9 3 (0.52%) Solvency II
10 2 (0.35%) IFRS
10 2 (0.35%) IFRS 17
10 2 (0.35%) SLA
11 1 (0.17%) Actionable Recommendations
11 1 (0.17%) MiFID
11 1 (0.17%) NCSC
11 1 (0.17%) PERC
11 1 (0.17%) SOC 2
11 1 (0.17%) Software Quality Assurance
System Software
1 22 (3.83%) Docker
2 4 (0.70%) Active Directory
3 3 (0.52%) HDFS
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 24 (4.18%) Terraform
2 20 (3.48%) Kubernetes
3 4 (0.70%) Control-M
4 3 (0.52%) Ansible
5 1 (0.17%) Microsoft Intune
5 1 (0.17%) Single Sign-On
Vendors
1 161 (28.05%) Microsoft
2 156 (27.18%) Databricks
3 54 (9.41%) Informatica
4 38 (6.62%) Oracle
5 26 (4.53%) Dell
6 25 (4.36%) Google
7 19 (3.31%) Talend
8 14 (2.44%) SAP
8 14 (2.44%) Teradata
9 12 (2.09%) Denodo
10 9 (1.57%) Cloudera
10 9 (1.57%) OpenAI
11 8 (1.39%) CrowdStrike
11 8 (1.39%) Dataiku
11 8 (1.39%) Fortinet
11 8 (1.39%) Foundry
11 8 (1.39%) Palo Alto
11 8 (1.39%) Salesforce
12 7 (1.22%) IBM
12 7 (1.22%) MuleSoft