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

6 months to
7 Mar 2026
Same period 2025 Same period 2024
Rank 223 169 133
Rank change year-on-year -54 -36 -10
Permanent jobs citing Data Warehouse 573 767 1,581
As % of all permanent jobs in England 0.90% 1.84% 2.21%
As % of the Database & Business Intelligence category 9.28% 9.78% 11.81%
Number of salaries quoted 352 443 1,259
10th Percentile £46,250 £42,500 £41,250
25th Percentile £57,188 £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 £77,500
90th Percentile £109,750 £101,928 £100,000
UK median annual salary £70,716 £65,000 £60,000
% change year-on-year +8.79% +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 6,172 7,845 13,388
As % of all permanent jobs advertised in England 9.65% 18.86% 18.72%
Number of salaries quoted 3,907 4,769 10,914
10th Percentile £35,000 £37,500 £35,000
25th Percentile £45,000 £47,813 £43,750
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 £75,833
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% -8.00%

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 7 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 7 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 +16 318 £83,500 +11.33% 145
South East -39 88 £70,500 +0.71% 89
North of England -68 58 £62,500 +10.62% 76
Midlands -37 51 £62,000 +3.33% 51
West Midlands -16 42 £62,000 +3.33% 40
East of England +29 32 £60,000 -14.29% 14
North West -29 32 £63,750 +15.91% 36
Yorkshire -63 25 £60,000 - 26
South West -44 18 £64,675 +17.59% 31
East Midlands -34 9 £53,750 -10.42% 11
North East -19 1 - - 15
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 60 (10.47%) Apache Spark
2 43 (7.50%) Apache Airflow
3 33 (5.76%) Apache
4 9 (1.57%) SharePoint
5 7 (1.22%) SAS
6 5 (0.87%) Confluence
6 5 (0.87%) Oracle Application Server
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 28 (4.89%) Microsoft Excel
2 14 (2.44%) Microsoft Office
3 12 (2.09%) Maya
4 4 (0.70%) Microsoft PowerPoint
5 2 (0.35%) Spreadsheet
Business Applications
1 6 (1.05%) Markit EDM
2 4 (0.70%) SAP S/4HANA
3 3 (0.52%) Aladdin
3 3 (0.52%) Dynamics CRM
3 3 (0.52%) Oracle ERP
4 2 (0.35%) FLEXCUBE
4 2 (0.35%) IBM Planning Analytics
4 2 (0.35%) Misys Opics
4 2 (0.35%) Payment Gateway
4 2 (0.35%) SAP IBP
4 2 (0.35%) Unit4 Business World
5 1 (0.17%) Cognos Business Intelligence
5 1 (0.17%) Oracle Financials
5 1 (0.17%) SAP Business One
5 1 (0.17%) SAP ERP
5 1 (0.17%) SimCorp Dimension
5 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 314 (54.80%) Azure
2 204 (35.60%) Power Platform
3 140 (24.43%) AWS
4 135 (23.56%) Snowflake
5 91 (15.88%) Azure Data Factory
6 79 (13.79%) Azure Synapse Analytics
7 73 (12.74%) GCP
8 68 (11.87%) dbt
9 44 (7.68%) SaaS
10 41 (7.16%) Serverless
11 38 (6.63%) AWS Lambda
12 31 (5.41%) Amazon S3
13 30 (5.24%) Azure DevOps
13 30 (5.24%) Power Automate
14 20 (3.49%) GitHub
15 18 (3.14%) PowerApps
16 16 (2.79%) Fivetran
17 15 (2.62%) AWS Step Functions
18 14 (2.44%) Collibra
18 14 (2.44%) Matillion
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
1 189 (32.98%) Power BI
2 156 (27.23%) Data Lake
3 87 (15.18%) SQL Server
4 59 (10.30%) Tableau
5 54 (9.42%) Amazon Redshift
6 48 (8.38%) Metadata
7 44 (7.68%) SQL Server Integration Services
8 42 (7.33%) Azure SQL Database
9 36 (6.28%) BigQuery
10 33 (5.76%) Azure SQL Data Warehouse
11 31 (5.41%) MySQL
11 31 (5.41%) PostgreSQL
11 31 (5.41%) SQL Server Reporting Services
12 30 (5.24%) Relational Database
13 28 (4.89%) Snowflake Schema
14 27 (4.71%) Data Mining
15 26 (4.54%) NoSQL
16 25 (4.36%) SQL Server Analysis Services
17 24 (4.19%) Big Data
18 21 (3.66%) Star Schema
Development Applications
1 41 (7.16%) Git
2 15 (2.62%) Visual Studio
3 13 (2.27%) MLflow
4 11 (1.92%) JIRA
5 8 (1.40%) ERwin
5 8 (1.40%) PowerDesigner
6 6 (1.05%) Jenkins
7 5 (0.87%) ER Studio
7 5 (0.87%) git-flow
8 3 (0.52%) GitLab
8 3 (0.52%) Selenium
8 3 (0.52%) SQL Server Management Studio (SSMS)
9 2 (0.35%) Bitbucket
9 2 (0.35%) DBeaver
9 2 (0.35%) JMeter
9 2 (0.35%) LoadRunner
9 2 (0.35%) REST Assured
9 2 (0.35%) Subversion
9 2 (0.35%) TestRail
10 1 (0.17%) Oracle APEX
General
1 193 (33.68%) Social Skills
2 179 (31.24%) Finance
3 139 (24.26%) Analytical Skills
4 38 (6.63%) Public Sector
5 33 (5.76%) Law
6 27 (4.71%) Banking
7 21 (3.66%) Inclusion and Diversity
8 20 (3.49%) Retail
9 18 (3.14%) Marketing
10 15 (2.62%) Legal
11 14 (2.44%) Documentation Skills
12 12 (2.09%) Games
13 10 (1.75%) Front Office
13 10 (1.75%) Local Government
14 9 (1.57%) Influencing Skills
15 7 (1.22%) Financial Institution
15 7 (1.22%) Manufacturing
16 6 (1.05%) Advertising
16 6 (1.05%) Billing
16 6 (1.05%) Retail Banking
Job Titles
1 180 (31.41%) Data Engineer
2 122 (21.29%) Senior
3 115 (20.07%) Architect
4 96 (16.75%) Data Architect
5 62 (10.82%) Senior Data Engineer
6 56 (9.77%) Developer
7 48 (8.38%) Lead
8 39 (6.81%) Analyst
9 30 (5.24%) Azure Architect
10 26 (4.54%) Azure Engineer
11 25 (4.36%) Azure Data Architect
11 25 (4.36%) Azure Data Engineer
12 23 (4.01%) Consultant
13 22 (3.84%) AWS Engineer
14 19 (3.32%) Business Intelligence Developer
14 19 (3.32%) Data Manager
15 18 (3.14%) AWS Data Engineer
16 17 (2.97%) Data Analyst
16 17 (2.97%) Senior Architect
17 16 (2.79%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 50 (8.73%) Kafka
2 40 (6.98%) PySpark
3 12 (2.09%) LangChain
3 12 (2.09%) PyTorch
3 12 (2.09%) scikit-learn
3 12 (2.09%) TensorFlow
4 10 (1.75%) .NET
4 10 (1.75%) CSS
5 9 (1.57%) Pandas
5 9 (1.57%) React
6 8 (1.40%) LlamaIndex
6 8 (1.40%) Middleware
6 8 (1.40%) pgvector
6 8 (1.40%) REST
7 7 (1.22%) AngularJS
7 7 (1.22%) JSON
7 7 (1.22%) XML
8 6 (1.05%) GraphQL
8 6 (1.05%) Spring
9 5 (0.87%) EDI
Miscellaneous
1 34 (5.93%) Management Information System
2 30 (5.24%) Cloud Native
3 28 (4.89%) Product Ownership
4 23 (4.01%) Data Structures
5 22 (3.84%) Analytical Mindset
6 20 (3.49%) Enterprise Software
7 17 (2.97%) Distributed Systems
7 17 (2.97%) Greenfield Project
8 15 (2.62%) Legacy Systems
9 14 (2.44%) Low-Code
10 11 (1.92%) NHS
10 11 (1.92%) Reference Data
11 10 (1.75%) Hybrid Cloud
11 10 (1.75%) Reinsurance
12 8 (1.40%) Clustering
12 8 (1.40%) Hedge funds
12 8 (1.40%) Onboarding
12 8 (1.40%) Public Cloud
13 6 (1.05%) Blockchain
13 6 (1.05%) Taxonomies
Operating Systems
1 4 (0.70%) Linux
2 3 (0.52%) Android
2 3 (0.52%) Apple iOS
3 1 (0.17%) Unix
Processes & Methodologies
1 329 (57.42%) Data Modelling
2 299 (52.18%) Analytics
2 299 (52.18%) ETL
3 264 (46.07%) Business Intelligence
4 249 (43.46%) Data Engineering
5 189 (32.98%) Data Governance
6 183 (31.94%) Data Pipeline
7 144 (25.13%) Problem-Solving
8 132 (23.04%) Data Management
8 132 (23.04%) Decision-Making
9 130 (22.69%) Agile
10 129 (22.51%) AI
11 126 (21.99%) Data Integration
12 124 (21.64%) Data Architecture
13 113 (19.72%) Data Science
14 104 (18.15%) CI/CD
15 98 (17.10%) Mentoring
16 86 (15.01%) DevOps
17 65 (11.34%) Continuous Improvement
18 64 (11.17%) Visualisation
Programming Languages
1 368 (64.22%) SQL
2 247 (43.11%) Python
3 38 (6.63%) Java
4 26 (4.54%) Data Analysis Expressions
5 24 (4.19%) C#
6 20 (3.49%) Scala
7 18 (3.14%) R
8 14 (2.44%) T-SQL
9 12 (2.09%) PowerShell
10 7 (1.22%) TypeScript
11 6 (1.05%) VBA
12 5 (0.87%) JavaScript
12 5 (0.87%) PL/SQL
13 4 (0.70%) ANSI SQL
14 3 (0.52%) Kotlin
14 3 (0.52%) Swift
15 2 (0.35%) Bicep
16 1 (0.17%) Bash
16 1 (0.17%) PHP
Qualifications
1 73 (12.74%) Degree
2 32 (5.58%) Computer Science Degree
3 22 (3.84%) Security Cleared
4 20 (3.49%) Microsoft Certification
5 18 (3.14%) Azure Certification
6 16 (2.79%) SC Cleared
7 11 (1.92%) Master's Degree
8 10 (1.75%) AWS Certification
8 10 (1.75%) DBS Check
9 6 (1.05%) AWS Certified Solutions Architect
9 6 (1.05%) TOGAF Certification
10 5 (0.87%) BPSS Clearance
10 5 (0.87%) CITP
10 5 (0.87%) PMI Certification
10 5 (0.87%) SAP Certification
11 4 (0.70%) SnowPro
12 3 (0.52%) DV Cleared
12 3 (0.52%) HND
12 3 (0.52%) PMP
13 2 (0.35%) MCSE
Quality Assurance & Compliance
1 154 (26.88%) Data Quality
2 52 (9.08%) Accessibility
3 47 (8.20%) GDPR
4 19 (3.32%) QA
5 13 (2.27%) California Consumer Privacy Act
6 11 (1.92%) 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%) SEPA
10 2 (0.35%) SLA
11 1 (0.17%) Actionable Recommendations
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 23 (4.01%) Docker
2 5 (0.87%) HDFS
3 4 (0.70%) Active Directory
4 1 (0.17%) Hyper-V
4 1 (0.17%) VMware Infrastructure
Systems Management
1 23 (4.01%) Terraform
2 19 (3.32%) Kubernetes
3 4 (0.70%) Control-M
4 2 (0.35%) Ansible
5 1 (0.17%) Microsoft Intune
5 1 (0.17%) Single Sign-On
Vendors
1 163 (28.45%) Microsoft
2 151 (26.35%) Databricks
3 54 (9.42%) Informatica
4 42 (7.33%) Oracle
5 25 (4.36%) Dell
6 22 (3.84%) Google
7 19 (3.32%) Talend
8 17 (2.97%) SAP
9 14 (2.44%) Teradata
10 12 (2.09%) Denodo
11 9 (1.57%) Dataiku
12 8 (1.40%) Cloudera
12 8 (1.40%) CrowdStrike
12 8 (1.40%) Fortinet
12 8 (1.40%) Foundry
12 8 (1.40%) OpenAI
12 8 (1.40%) Palo Alto
12 8 (1.40%) Salesforce
13 7 (1.22%) IBM
13 7 (1.22%) MuleSoft