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 17 December 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 201 143 123
Rank change year-on-year -58 -20 -10
Permanent jobs citing Data Warehouse 631 1,042 1,182
As % of all permanent jobs in England 1.23% 2.02% 2.74%
As % of the Database & Business Intelligence category 10.50% 11.27% 12.85%
Number of salaries quoted 384 561 915
10th Percentile £45,000 £42,500 £41,500
25th Percentile £56,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £68,500 £62,500
Median % change year-on-year -1.46% +9.60% -3.85%
75th Percentile £85,250 £87,500 £82,500
90th Percentile £105,175 £110,000 £97,500
UK median annual salary £67,500 £67,500 £62,500
% change year-on-year - +8.00% -3.85%

All Database and 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 6,007 9,249 9,202
As % of all permanent jobs advertised in England 11.66% 17.97% 21.30%
Number of salaries quoted 3,962 5,372 7,254
10th Percentile £35,000 £38,100 £37,000
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £60,500
Median % change year-on-year -7.69% +7.44% -3.20%
75th Percentile £80,000 £87,500 £81,250
90th Percentile £102,500 £115,000 £96,539
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -4.00%

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 17 December 2025.

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 17 December 2025. 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 -12 339 £82,500 +3.13% 92
South East -67 91 £63,500 +7.51% 69
North of England -28 80 £60,000 +9.09% 40
Midlands +6 69 £67,500 +3.85% 30
West Midlands +11 54 £65,000 +4.00% 24
North West +1 43 £60,000 +9.09% 29
Yorkshire -28 33 £60,000 +20.00% 9
East of England +28 23 £50,000 - 16
South West -20 21 £64,350 -8.07% 11
East Midlands -2 15 £67,500 +3.85% 6
North East +1 4 £67,500 +3.45% 2
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 66 (10.46%) Apache Spark
2 25 (3.96%) Apache
3 21 (3.33%) Apache Airflow
4 10 (1.58%) SharePoint
5 6 (0.95%) Confluence
6 4 (0.63%) SAS
7 2 (0.32%) Apache Superset
8 1 (0.16%) Microsoft Exchange
Applications
1 35 (5.55%) Microsoft Excel
2 21 (3.33%) Maya
3 6 (0.95%) Microsoft Office
4 4 (0.63%) Microsoft PowerPoint
5 2 (0.32%) Spreadsheet
6 1 (0.16%) MS Visio
Business Applications
1 28 (4.44%) SAP S/4HANA
2 8 (1.27%) SAP IBP
3 7 (1.11%) Dynamics CRM
4 4 (0.63%) Markit EDM
5 2 (0.32%) Payment Gateway
6 1 (0.16%) Aladdin
6 1 (0.16%) Cognos Business Intelligence
6 1 (0.16%) Oracle ERP
6 1 (0.16%) SAP Business One
6 1 (0.16%) SAP ERP
6 1 (0.16%) SimCorp Dimension
Cloud Services
1 353 (55.94%) Azure
2 184 (29.16%) AWS
3 178 (28.21%) Power Platform
4 109 (17.27%) Snowflake
5 100 (15.85%) GCP
6 83 (13.15%) Azure Data Factory
7 67 (10.62%) Azure Synapse Analytics
8 55 (8.72%) SaaS
9 50 (7.92%) dbt
10 45 (7.13%) Serverless
11 42 (6.66%) AWS Lambda
12 40 (6.34%) Amazon S3
13 37 (5.86%) Azure DevOps
14 26 (4.12%) GitHub
15 20 (3.17%) Fivetran
16 18 (2.85%) Amazon EMR
16 18 (2.85%) AWS Step Functions
17 16 (2.54%) AWS CloudFormation
17 16 (2.54%) Azure Cosmos DB
18 15 (2.38%) OCI
Communications & Networking
1 7 (1.11%) Network Security
2 2 (0.32%) Broadband
2 2 (0.32%) Kerberos
Database & Business Intelligence
1 167 (26.47%) Power BI
2 137 (21.71%) Data Lake
3 95 (15.06%) SQL Server
4 64 (10.14%) Amazon Redshift
5 59 (9.35%) Metadata
6 50 (7.92%) Big Data
7 49 (7.77%) Tableau
8 44 (6.97%) NoSQL
8 44 (6.97%) SQL Server Integration Services
9 42 (6.66%) Azure SQL Database
10 40 (6.34%) Hadoop
11 37 (5.86%) PostgreSQL
11 37 (5.86%) Relational Database
12 36 (5.71%) MySQL
13 33 (5.23%) SQL Server Reporting Services
14 32 (5.07%) Azure SQL Data Warehouse
15 28 (4.44%) Data Mining
15 28 (4.44%) SQL Server Analysis Services
16 26 (4.12%) DynamoDB
17 24 (3.80%) RDBMS
Development Applications
1 41 (6.50%) Git
2 18 (2.85%) JIRA
3 11 (1.74%) ER Studio
4 8 (1.27%) Jenkins
5 7 (1.11%) ERwin
5 7 (1.11%) PowerDesigner
6 6 (0.95%) Visual Studio
7 5 (0.79%) git-flow
8 3 (0.48%) Selenium
9 2 (0.32%) Bitbucket
9 2 (0.32%) GitLab
9 2 (0.32%) JMeter
9 2 (0.32%) LoadRunner
9 2 (0.32%) REST Assured
9 2 (0.32%) Subversion
9 2 (0.32%) TestRail
10 1 (0.16%) MLflow
10 1 (0.16%) SonarQube
General
1 220 (34.87%) Social Skills
2 182 (28.84%) Finance
3 138 (21.87%) Analytical Skills
4 85 (13.47%) Law
5 57 (9.03%) Marketing
5 57 (9.03%) Retail
6 30 (4.75%) Public Sector
7 28 (4.44%) Banking
8 22 (3.49%) Games
8 22 (3.49%) Legal
9 19 (3.01%) Inclusion and Diversity
10 15 (2.38%) Manufacturing
11 13 (2.06%) Financial Institution
11 13 (2.06%) Local Government
12 12 (1.90%) Automotive
12 12 (1.90%) Front Office
13 11 (1.74%) Influencing Skills
14 8 (1.27%) Telecoms
15 6 (0.95%) Documentation Skills
16 5 (0.79%) Tech for Good
Job Titles
1 219 (34.71%) Data Engineer
2 181 (28.68%) Senior
3 139 (22.03%) Architect
4 113 (17.91%) Data Architect
5 105 (16.64%) Senior Data Engineer
6 71 (11.25%) Developer
7 60 (9.51%) Lead
8 50 (7.92%) Azure Engineer
9 49 (7.77%) Azure Data Engineer
10 47 (7.45%) Analyst
11 37 (5.86%) Senior Architect
12 27 (4.28%) Senior Data Architect
13 25 (3.96%) Consultant
14 23 (3.65%) Azure Architect
15 20 (3.17%) AWS Engineer
15 20 (3.17%) Data Warehouse Developer
15 20 (3.17%) Lead Data Engineer
16 19 (3.01%) AWS Data Engineer
16 19 (3.01%) Azure Data Architect
17 18 (2.85%) Data Analyst
Libraries, Frameworks & Software Standards
1 55 (8.72%) Kafka
2 35 (5.55%) PySpark
3 12 (1.90%) XML
4 11 (1.74%) Middleware
4 11 (1.74%) Pandas
4 11 (1.74%) Spring
5 10 (1.58%) .NET
5 10 (1.58%) AngularJS
5 10 (1.58%) GraphQL
5 10 (1.58%) JSON
6 9 (1.43%) REST
7 8 (1.27%) boto
7 8 (1.27%) Spark Streaming
8 7 (1.11%) AWS CDK
8 7 (1.11%) CSS
9 6 (0.95%) NumPy
9 6 (0.95%) React
9 6 (0.95%) scikit-learn
10 5 (0.79%) HTML
10 5 (0.79%) RabbitMQ
Miscellaneous
1 42 (6.66%) Management Information System
2 40 (6.34%) Product Ownership
3 26 (4.12%) Distributed Systems
3 26 (4.12%) Enterprise Software
4 20 (3.17%) Cloud Native
5 19 (3.01%) Data Structures
6 17 (2.69%) Reinsurance
7 15 (2.38%) NHS
7 15 (2.38%) Reference Data
8 14 (2.22%) Greenfield Project
9 12 (1.90%) FMCG
9 12 (1.90%) Hybrid Cloud
10 11 (1.74%) Hedge funds
10 11 (1.74%) Self-Motivation
11 10 (1.58%) Legacy Systems
11 10 (1.58%) Low-Code
12 9 (1.43%) Analytical Mindset
13 8 (1.27%) Blockchain
13 8 (1.27%) e-Learning
13 8 (1.27%) PMI
Operating Systems
1 3 (0.48%) Android
1 3 (0.48%) Apple iOS
1 3 (0.48%) Linux
1 3 (0.48%) Unix
Processes & Methodologies
1 367 (58.16%) Data Modelling
2 331 (52.46%) ETL
3 288 (45.64%) Analytics
4 256 (40.57%) Data Engineering
5 250 (39.62%) Business Intelligence
6 210 (33.28%) Data Pipeline
7 186 (29.48%) Data Governance
8 150 (23.77%) Agile
9 147 (23.30%) Data Integration
10 142 (22.50%) Data Architecture
11 135 (21.39%) CI/CD
12 133 (21.08%) Problem-Solving
13 132 (20.92%) Mentoring
14 125 (19.81%) AI
15 121 (19.18%) Data Science
16 117 (18.54%) Decision-Making
17 116 (18.38%) Data Management
18 111 (17.59%) DevOps
19 93 (14.74%) Roadmaps
20 88 (13.95%) Machine Learning
Programming Languages
1 397 (62.92%) SQL
2 278 (44.06%) Python
3 55 (8.72%) Java
4 35 (5.55%) Data Analysis Expressions
5 34 (5.39%) Scala
6 24 (3.80%) C#
7 20 (3.17%) T-SQL
8 15 (2.38%) PowerShell
9 11 (1.74%) R
10 8 (1.27%) PL/SQL
11 6 (0.95%) TypeScript
11 6 (0.95%) VBA
12 5 (0.79%) Fortran
13 3 (0.48%) ANSI SQL
13 3 (0.48%) JavaScript
13 3 (0.48%) Kotlin
13 3 (0.48%) Swift
14 1 (0.16%) Bash
Qualifications
1 59 (9.35%) Degree
2 35 (5.55%) Computer Science Degree
3 16 (2.54%) Azure Certification
3 16 (2.54%) Microsoft Certification
4 15 (2.38%) Security Cleared
5 12 (1.90%) AWS Certification
6 11 (1.74%) Master's Degree
6 11 (1.74%) PMI Certification
7 10 (1.58%) SC Cleared
8 9 (1.43%) TOGAF Certification
9 7 (1.11%) DBS Check
9 7 (1.11%) SnowPro
10 5 (0.79%) SAP Certification
11 3 (0.48%) AWS Certified Solutions Architect
11 3 (0.48%) MCSE
11 3 (0.48%) PMP
12 2 (0.32%) HNC
12 2 (0.32%) HND
12 2 (0.32%) MCSA
13 1 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 147 (23.30%) Data Quality
2 49 (7.77%) Accessibility
3 48 (7.61%) GDPR
4 31 (4.91%) QA
5 9 (1.43%) ISO/IEC 27001
6 4 (0.63%) California Consumer Privacy Act
7 3 (0.48%) HIPAA
8 2 (0.32%) NIST
8 2 (0.32%) Sarbanes-Oxley
8 2 (0.32%) SEPA
9 1 (0.16%) CDISC
9 1 (0.16%) Cyber Essentials
9 1 (0.16%) GAAP
9 1 (0.16%) HL7
9 1 (0.16%) IASME
9 1 (0.16%) NCSC
9 1 (0.16%) PERC
9 1 (0.16%) SLA
9 1 (0.16%) SNOMED CT
9 1 (0.16%) SOC 2
System Software
1 28 (4.44%) Docker
2 9 (1.43%) HDFS
3 5 (0.79%) Active Directory
4 2 (0.32%) Firmware
5 1 (0.16%) Hyper-V
5 1 (0.16%) VMware Infrastructure
Systems Management
1 21 (3.33%) Terraform
2 16 (2.54%) Kubernetes
3 2 (0.32%) Control-M
3 2 (0.32%) Microsoft Intune
4 1 (0.16%) Ansible
Vendors
1 147 (23.30%) Microsoft
2 141 (22.35%) Databricks
3 42 (6.66%) Oracle
4 40 (6.34%) SAP
5 33 (5.23%) Informatica
6 25 (3.96%) Google
7 23 (3.65%) Talend
8 17 (2.69%) Salesforce
9 10 (1.58%) Dataiku
10 9 (1.43%) Ariba
10 9 (1.43%) ServiceNow
11 7 (1.11%) Alteryx
12 6 (0.95%) Dell
12 6 (0.95%) IBM
12 6 (0.95%) OpenAI
13 5 (0.79%) CrowdStrike
13 5 (0.79%) Fortinet
13 5 (0.79%) Palo Alto
14 4 (0.63%) HubSpot
14 4 (0.63%) Zoho