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

6 months to
17 Nov 2025
Same period 2024 Same period 2023
Rank 193 148 120
Rank change year-on-year -45 -28 -1
Permanent jobs citing Data Warehouse 665 1,098 1,301
As % of all permanent jobs in England 1.46% 1.82% 2.75%
As % of the Database & Business Intelligence category 10.97% 11.30% 12.82%
Number of salaries quoted 403 595 1,003
10th Percentile £45,830 £42,500 £41,400
25th Percentile £55,625 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% -
75th Percentile £85,250 £87,500 £81,250
90th Percentile £105,200 £103,250 £97,500
UK median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +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 6,064 9,715 10,146
As % of all permanent jobs advertised in England 13.34% 16.11% 21.47%
Number of salaries quoted 4,095 5,529 7,970
10th Percentile £34,000 £38,750 £37,500
25th Percentile £42,500 £48,750 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £62,000
Median % change year-on-year -7.69% +4.84% -0.80%
75th Percentile £80,000 £88,750 £80,000
90th Percentile £106,250 £115,000 £97,290
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 November 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 November 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 +2 356 £82,500 +10.00% 303
South East -68 97 £62,500 +8.70% 85
North of England -17 90 £60,000 +9.09% 60
Midlands +39 67 £67,500 +3.85% 56
West Midlands +26 50 £62,500 -3.85% 44
North West +4 49 £60,000 +9.09% 36
Yorkshire -8 35 £60,000 - 20
South West -13 25 £67,175 -4.04% 24
East of England +26 23 £49,250 -1.50% 24
East Midlands +17 17 £67,500 +3.85% 12
North East +7 6 £67,500 +3.45% 4
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 65 (9.77%) Apache Spark
2 28 (4.21%) Apache
3 21 (3.16%) Apache Airflow
4 12 (1.80%) SharePoint
5 7 (1.05%) SAS
6 6 (0.90%) Confluence
7 2 (0.30%) Skype for Business
8 1 (0.15%) ArcGIS
8 1 (0.15%) Microsoft Exchange
Applications
1 34 (5.11%) Microsoft Excel
2 15 (2.26%) Maya
3 8 (1.20%) Microsoft Office
4 4 (0.60%) Microsoft PowerPoint
5 3 (0.45%) MS Visio
6 2 (0.30%) Spreadsheet
Business Applications
1 30 (4.51%) SAP S/4HANA
2 8 (1.20%) SAP IBP
3 7 (1.05%) Dynamics CRM
4 3 (0.45%) Markit EDM
4 3 (0.45%) Payment Gateway
5 2 (0.30%) Dynamics AX
6 1 (0.15%) Aladdin
6 1 (0.15%) Cognos Business Intelligence
6 1 (0.15%) Dynamics NAV
6 1 (0.15%) Elite 3E
6 1 (0.15%) Maximo
6 1 (0.15%) Oracle EBS
6 1 (0.15%) SAP Business One
6 1 (0.15%) SAP ERP
6 1 (0.15%) SimCorp Dimension
Cloud Services
1 350 (52.63%) Azure
2 218 (32.78%) AWS
3 184 (27.67%) Power Platform
4 119 (17.89%) Snowflake
5 108 (16.24%) GCP
6 73 (10.98%) Azure Data Factory
7 59 (8.87%) Azure Synapse Analytics
8 52 (7.82%) SaaS
9 50 (7.52%) Serverless
10 48 (7.22%) AWS Lambda
10 48 (7.22%) dbt
11 46 (6.92%) Amazon S3
12 35 (5.26%) Azure DevOps
13 29 (4.36%) GitHub
14 20 (3.01%) Fivetran
15 18 (2.71%) AWS Step Functions
16 16 (2.41%) AWS CloudFormation
17 15 (2.26%) Amazon EMR
18 14 (2.11%) Amazon Kinesis
18 14 (2.11%) Azure Cosmos DB
Communications & Networking
1 7 (1.05%) Network Security
2 3 (0.45%) Broadband
3 2 (0.30%) Kerberos
3 2 (0.30%) PuTTY
3 2 (0.30%) Skype
4 1 (0.15%) SMS
Database & Business Intelligence
1 178 (26.77%) Power BI
2 131 (19.70%) Data Lake
3 95 (14.29%) SQL Server
4 66 (9.92%) Amazon Redshift
5 62 (9.32%) Metadata
6 57 (8.57%) Big Data
6 57 (8.57%) SQL Server Integration Services
7 49 (7.37%) NoSQL
8 47 (7.07%) Tableau
9 42 (6.32%) Hadoop
10 41 (6.17%) SQL Server Reporting Services
11 38 (5.71%) Azure SQL Database
12 34 (5.11%) PostgreSQL
12 34 (5.11%) Relational Database
12 34 (5.11%) SQL Server Analysis Services
13 31 (4.66%) Azure SQL Data Warehouse
14 30 (4.51%) MySQL
15 28 (4.21%) DynamoDB
16 27 (4.06%) Data Mining
17 25 (3.76%) Data Vault
Development Applications
1 40 (6.02%) Git
2 18 (2.71%) JIRA
3 11 (1.65%) ER Studio
4 7 (1.05%) ERwin
4 7 (1.05%) PowerDesigner
5 6 (0.90%) Jenkins
6 5 (0.75%) git-flow
7 4 (0.60%) Selenium
7 4 (0.60%) SQL Server Management Studio (SSMS)
8 2 (0.30%) Bitbucket
8 2 (0.30%) JMeter
8 2 (0.30%) LoadRunner
8 2 (0.30%) REST Assured
8 2 (0.30%) Subversion
8 2 (0.30%) TestRail
8 2 (0.30%) Visual Studio
9 1 (0.15%) JUnit
9 1 (0.15%) SonarQube
9 1 (0.15%) TestComplete
General
1 233 (35.04%) Social Skills
2 203 (30.53%) Finance
3 132 (19.85%) Analytical Skills
4 93 (13.98%) Law
5 68 (10.23%) Marketing
6 56 (8.42%) Retail
7 33 (4.96%) Banking
8 26 (3.91%) Inclusion and Diversity
8 26 (3.91%) Legal
8 26 (3.91%) Public Sector
9 18 (2.71%) Manufacturing
10 17 (2.56%) Games
11 15 (2.26%) Influencing Skills
12 13 (1.95%) Automotive
12 13 (1.95%) Financial Institution
13 12 (1.80%) Front Office
14 8 (1.20%) Telecoms
15 7 (1.05%) Local Government
16 6 (0.90%) Private Banking
17 5 (0.75%) Presentation Skills
Job Titles
1 220 (33.08%) Data Engineer
2 193 (29.02%) Senior
3 142 (21.35%) Architect
4 115 (17.29%) Data Architect
5 107 (16.09%) Senior Data Engineer
6 87 (13.08%) Developer
7 75 (11.28%) Lead
8 58 (8.72%) Analyst
9 48 (7.22%) Azure Engineer
10 47 (7.07%) Azure Data Engineer
11 36 (5.41%) Senior Architect
12 27 (4.06%) Senior Data Architect
13 25 (3.76%) Data Warehouse Developer
14 23 (3.46%) Business Intelligence Developer
14 23 (3.46%) Lead Data Engineer
15 21 (3.16%) Data Analyst
16 19 (2.86%) AWS Engineer
16 19 (2.86%) Full-Stack Developer
16 19 (2.86%) SQL Developer
17 18 (2.71%) Azure Architect
Libraries, Frameworks & Software Standards
1 61 (9.17%) Kafka
2 31 (4.66%) PySpark
3 14 (2.11%) AngularJS
3 14 (2.11%) GraphQL
3 14 (2.11%) REST
3 14 (2.11%) XML
4 13 (1.95%) Spring
5 11 (1.65%) Pandas
6 10 (1.50%) .NET
6 10 (1.50%) CSS
6 10 (1.50%) JSON
6 10 (1.50%) Middleware
7 9 (1.35%) HTML
7 9 (1.35%) Material-UI
7 9 (1.35%) React
8 8 (1.20%) boto
8 8 (1.20%) Spark Streaming
9 7 (1.05%) AWS CDK
10 6 (0.90%) NumPy
10 6 (0.90%) scikit-learn
Miscellaneous
1 48 (7.22%) Management Information System
2 40 (6.02%) Product Ownership
3 27 (4.06%) Cloud Native
4 21 (3.16%) Distributed Systems
5 20 (3.01%) Data Structures
6 19 (2.86%) Enterprise Software
7 17 (2.56%) Reinsurance
8 15 (2.26%) Reference Data
9 14 (2.11%) FMCG
9 14 (2.11%) Greenfield Project
10 13 (1.95%) Self-Motivation
11 11 (1.65%) Analytical Mindset
11 11 (1.65%) Hedge funds
12 10 (1.50%) Legacy Systems
13 9 (1.35%) NHS
14 8 (1.20%) e-Learning
14 8 (1.20%) Hybrid Cloud
14 8 (1.20%) Low-Code
14 8 (1.20%) PMI
15 7 (1.05%) Tandem
Operating Systems
1 5 (0.75%) Linux
1 5 (0.75%) Unix
2 3 (0.45%) Android
2 3 (0.45%) Apple iOS
3 1 (0.15%) Windows
Processes & Methodologies
1 369 (55.49%) Data Modelling
2 339 (50.98%) ETL
3 297 (44.66%) Analytics
4 278 (41.80%) Business Intelligence
5 267 (40.15%) Data Engineering
6 209 (31.43%) Data Pipeline
7 179 (26.92%) Data Governance
8 162 (24.36%) Agile
9 147 (22.11%) Data Architecture
10 139 (20.90%) Data Integration
11 137 (20.60%) CI/CD
12 134 (20.15%) Problem-Solving
13 133 (20.00%) AI
14 131 (19.70%) Decision-Making
15 128 (19.25%) Mentoring
16 125 (18.80%) Data Management
17 123 (18.50%) DevOps
18 120 (18.05%) Data Science
19 99 (14.89%) Machine Learning
20 92 (13.83%) Roadmaps
Programming Languages
1 406 (61.05%) SQL
2 299 (44.96%) Python
3 59 (8.87%) Java
4 39 (5.86%) Data Analysis Expressions
5 35 (5.26%) Scala
6 33 (4.96%) T-SQL
7 24 (3.61%) C#
8 14 (2.11%) PowerShell
9 13 (1.95%) R
10 7 (1.05%) PL/SQL
11 6 (0.90%) JavaScript
11 6 (0.90%) TypeScript
12 5 (0.75%) Fortran
13 4 (0.60%) Bash
14 3 (0.45%) Kotlin
14 3 (0.45%) Swift
15 2 (0.30%) PROC SQL
16 1 (0.15%) ANSI SQL
Qualifications
1 67 (10.08%) Degree
2 37 (5.56%) Computer Science Degree
3 23 (3.46%) AWS Certification
4 18 (2.71%) Azure Certification
5 17 (2.56%) Microsoft Certification
6 14 (2.11%) Master's Degree
7 12 (1.80%) PMI Certification
8 9 (1.35%) SnowPro
8 9 (1.35%) TOGAF Certification
9 8 (1.20%) Security Cleared
10 7 (1.05%) AWS Certified Solutions Architect
10 7 (1.05%) DBS Check
10 7 (1.05%) SC Cleared
11 5 (0.75%) SAP Certification
12 4 (0.60%) AWS Certified Developer
12 4 (0.60%) MCSE
12 4 (0.60%) PMP
13 2 (0.30%) HNC
13 2 (0.30%) MCSA
13 2 (0.30%) Tableau Certification
Quality Assurance & Compliance
1 141 (21.20%) Data Quality
2 53 (7.97%) GDPR
3 49 (7.37%) Accessibility
4 33 (4.96%) QA
5 8 (1.20%) ISO/IEC 27001
6 6 (0.90%) California Consumer Privacy Act
7 2 (0.30%) HIPAA
7 2 (0.30%) SEPA
8 1 (0.15%) CDISC
8 1 (0.15%) Cyber Essentials
8 1 (0.15%) DICOM
8 1 (0.15%) GAAP
8 1 (0.15%) HL7
8 1 (0.15%) IASME
8 1 (0.15%) PERC
8 1 (0.15%) Sarbanes-Oxley
8 1 (0.15%) SLA
8 1 (0.15%) SNOMED CT
8 1 (0.15%) SOC 2
System Software
1 31 (4.66%) Docker
2 11 (1.65%) HDFS
3 6 (0.90%) Active Directory
4 2 (0.30%) Apache Flume
4 2 (0.30%) Firmware
5 1 (0.15%) Hyper-V
5 1 (0.15%) VMware Infrastructure
Systems Management
1 32 (4.81%) Terraform
2 13 (1.95%) Kubernetes
3 2 (0.30%) Kibana
3 2 (0.30%) logstash
3 2 (0.30%) Microsoft Intune
3 2 (0.30%) Oozie
4 1 (0.15%) Ansible
4 1 (0.15%) Control-M
Vendors
1 155 (23.31%) Microsoft
2 145 (21.80%) Databricks
3 43 (6.47%) SAP
4 33 (4.96%) Oracle
5 30 (4.51%) Google
6 22 (3.31%) Informatica
7 18 (2.71%) Salesforce
8 13 (1.95%) Talend
9 10 (1.50%) Dataiku
10 9 (1.35%) Ariba
10 9 (1.35%) IBM
10 9 (1.35%) ServiceNow
11 8 (1.20%) Splunk
12 7 (1.05%) Alteryx
12 7 (1.05%) Dell
13 5 (0.75%) OpenAI
14 4 (0.60%) CrowdStrike
14 4 (0.60%) Fortinet
14 4 (0.60%) HubSpot
14 4 (0.60%) Palo Alto