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

6 months to
27 Oct 2025
Same period 2024 Same period 2023
Rank 197 146 119
Rank change year-on-year -51 -27 -8
Permanent jobs citing Data Warehouse 665 1,121 1,361
As % of all permanent jobs in England 1.55% 1.84% 2.76%
As % of the Database & Business Intelligence category 10.83% 11.44% 12.97%
Number of salaries quoted 397 613 1,055
10th Percentile £45,000 £42,500 £41,500
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £67,500 £67,500 £65,000
Median % change year-on-year - +3.85% -
75th Percentile £85,000 £85,000 £82,500
90th Percentile £105,100 £102,500 £97,500
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +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 6,143 9,802 10,497
As % of all permanent jobs advertised in England 14.31% 16.06% 21.32%
Number of salaries quoted 3,973 5,611 8,264
10th Percentile £33,750 £38,750 £37,500
25th Percentile £42,750 £47,522 £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 £81,250 £90,000 £80,000
90th Percentile £107,500 £115,750 £97,290
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -0.96%

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 27 October 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 27 October 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 +8 359 £77,500 +3.33% 283
South East -67 101 £63,500 +15.45% 222
North of England -43 89 £60,000 +9.09% 89
Midlands -1 65 £65,000 +4.00% 52
West Midlands +17 46 £60,000 -4.00% 35
North West -49 46 £58,750 +6.82% 44
Yorkshire -4 36 £60,000 - 35
South West +13 26 £64,350 -8.07% 24
East of England +13 23 £45,000 -10.00% 17
East Midlands +12 19 £67,500 -3.57% 17
North East +12 7 £57,500 -11.88% 11
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 (10.38%) Apache Spark
2 28 (4.21%) Apache
3 25 (3.76%) Apache Airflow
4 16 (2.41%) SharePoint
5 7 (1.05%) SAS
6 6 (0.90%) Confluence
7 3 (0.45%) Skype for Business
8 1 (0.15%) ArcGIS
Applications
1 35 (5.26%) Microsoft Excel
2 15 (2.26%) Maya
3 11 (1.65%) Microsoft Office
4 5 (0.75%) Microsoft PowerPoint
4 5 (0.75%) MS Visio
5 2 (0.30%) Spreadsheet
Business Applications
1 30 (4.51%) SAP S/4HANA
2 8 (1.20%) Dynamics CRM
2 8 (1.20%) SAP IBP
3 3 (0.45%) Dynamics AX
3 3 (0.45%) Markit EDM
3 3 (0.45%) Payment Gateway
4 1 (0.15%) Aladdin
4 1 (0.15%) Cognos Business Intelligence
4 1 (0.15%) Dynamics NAV
4 1 (0.15%) Elite 3E
4 1 (0.15%) Maximo
4 1 (0.15%) NetSuite
4 1 (0.15%) Oracle EBS
4 1 (0.15%) SAP Business One
4 1 (0.15%) SAP ERP
Cloud Services
1 336 (50.53%) Azure
2 237 (35.64%) AWS
3 182 (27.37%) Power Platform
4 120 (18.05%) GCP
5 104 (15.64%) Snowflake
6 68 (10.23%) Azure Data Factory
7 56 (8.42%) Azure Synapse Analytics
8 49 (7.37%) dbt
8 49 (7.37%) Serverless
9 48 (7.22%) Amazon S3
10 47 (7.07%) AWS Lambda
11 46 (6.92%) SaaS
12 36 (5.41%) Azure DevOps
13 27 (4.06%) GitHub
14 19 (2.86%) Fivetran
15 16 (2.41%) Amazon EMR
16 15 (2.26%) AWS CloudFormation
16 15 (2.26%) AWS Step Functions
17 14 (2.11%) Amazon Kinesis
17 14 (2.11%) Dynamics 365
Communications & Networking
1 7 (1.05%) Network Security
2 3 (0.45%) Broadband
2 3 (0.45%) PuTTY
2 3 (0.45%) Skype
3 2 (0.30%) ADSL2
3 2 (0.30%) Kerberos
4 1 (0.15%) SMS
Database & Business Intelligence
1 177 (26.62%) Power BI
2 133 (20.00%) Data Lake
3 94 (14.14%) SQL Server
4 72 (10.83%) SQL Server Integration Services
5 68 (10.23%) Amazon Redshift
6 66 (9.92%) Metadata
7 64 (9.62%) Big Data
8 54 (8.12%) NoSQL
9 47 (7.07%) Hadoop
10 46 (6.92%) Tableau
11 40 (6.02%) SQL Server Reporting Services
12 38 (5.71%) Relational Database
13 35 (5.26%) Azure SQL Database
13 35 (5.26%) SQL Server Analysis Services
14 30 (4.51%) Azure SQL Data Warehouse
15 29 (4.36%) PostgreSQL
16 28 (4.21%) Data Mining
16 28 (4.21%) DynamoDB
17 25 (3.76%) MySQL
18 23 (3.46%) BigQuery
Development Applications
1 43 (6.47%) Git
2 21 (3.16%) JIRA
3 13 (1.95%) ER Studio
4 7 (1.05%) ERwin
4 7 (1.05%) PowerDesigner
5 5 (0.75%) Jenkins
6 4 (0.60%) git-flow
6 4 (0.60%) Selenium
6 4 (0.60%) SQL Server Management Studio (SSMS)
7 2 (0.30%) Bitbucket
7 2 (0.30%) JMeter
7 2 (0.30%) LoadRunner
7 2 (0.30%) REST Assured
7 2 (0.30%) Subversion
7 2 (0.30%) TestRail
7 2 (0.30%) Visual Studio
8 1 (0.15%) JUnit
8 1 (0.15%) TestComplete
General
1 251 (37.74%) Social Skills
2 203 (30.53%) Finance
3 134 (20.15%) Analytical Skills
4 108 (16.24%) Law
5 70 (10.53%) Marketing
6 58 (8.72%) Retail
7 34 (5.11%) Banking
8 26 (3.91%) Public Sector
9 25 (3.76%) Inclusion and Diversity
9 25 (3.76%) Legal
10 20 (3.01%) Manufacturing
11 17 (2.56%) Games
11 17 (2.56%) Influencing Skills
12 13 (1.95%) Automotive
13 12 (1.80%) Financial Institution
14 10 (1.50%) Front Office
15 8 (1.20%) Presentation Skills
15 8 (1.20%) Telecoms
16 7 (1.05%) Local Government
17 6 (0.90%) Private Banking
Job Titles
1 215 (32.33%) Data Engineer
2 202 (30.38%) Senior
3 113 (16.99%) Architect
4 102 (15.34%) Senior Data Engineer
5 94 (14.14%) Developer
6 87 (13.08%) Data Architect
7 80 (12.03%) Lead
8 60 (9.02%) Analyst
9 46 (6.92%) Azure Data Engineer
9 46 (6.92%) Azure Engineer
10 35 (5.26%) Senior Architect
11 28 (4.21%) Data Warehouse Developer
12 27 (4.06%) Senior Data Architect
13 24 (3.61%) Business Intelligence Developer
14 23 (3.46%) Data Analyst
15 20 (3.01%) Lead Data Engineer
15 20 (3.01%) SQL Developer
16 19 (2.86%) Senior Developer
17 18 (2.71%) ETL Developer
18 17 (2.56%) Data Manager
Libraries, Frameworks & Software Standards
1 62 (9.32%) Kafka
2 34 (5.11%) PySpark
3 16 (2.41%) XML
4 13 (1.95%) AngularJS
4 13 (1.95%) GraphQL
4 13 (1.95%) REST
4 13 (1.95%) Spring
5 12 (1.80%) Middleware
6 11 (1.65%) Pandas
7 10 (1.50%) CSS
7 10 (1.50%) JSON
8 9 (1.35%) .NET
8 9 (1.35%) HTML
9 8 (1.20%) Material-UI
9 8 (1.20%) React
10 7 (1.05%) boto
10 7 (1.05%) NumPy
10 7 (1.05%) scikit-learn
10 7 (1.05%) Spark Streaming
11 6 (0.90%) Web Services
Miscellaneous
1 59 (8.87%) Management Information System
2 37 (5.56%) Product Ownership
3 29 (4.36%) Cloud Native
4 21 (3.16%) Data Structures
5 19 (2.86%) Distributed Systems
5 19 (2.86%) Enterprise Software
6 18 (2.71%) Reinsurance
7 14 (2.11%) FMCG
7 14 (2.11%) Reference Data
8 13 (1.95%) Greenfield Project
9 12 (1.80%) Self-Motivation
10 11 (1.65%) Legacy Systems
11 9 (1.35%) Analytical Mindset
11 9 (1.35%) Hedge funds
11 9 (1.35%) NHS
12 8 (1.20%) Hybrid Cloud
12 8 (1.20%) PMI
13 7 (1.05%) e-Learning
13 7 (1.05%) Low-Code
13 7 (1.05%) Tandem
Operating Systems
1 6 (0.90%) Unix
2 5 (0.75%) Linux
3 3 (0.45%) Android
3 3 (0.45%) Apple iOS
4 1 (0.15%) Windows
Processes & Methodologies
1 354 (53.23%) Data Modelling
2 346 (52.03%) ETL
3 293 (44.06%) Business Intelligence
4 289 (43.46%) Analytics
5 262 (39.40%) Data Engineering
6 212 (31.88%) Data Pipeline
7 176 (26.47%) Data Governance
8 165 (24.81%) Agile
9 140 (21.05%) CI/CD
10 139 (20.90%) Data Architecture
11 134 (20.15%) Problem-Solving
12 127 (19.10%) AI
13 125 (18.80%) Decision-Making
14 124 (18.65%) Mentoring
15 123 (18.50%) Data Science
15 123 (18.50%) DevOps
16 115 (17.29%) Data Integration
17 106 (15.94%) Data Management
17 106 (15.94%) Machine Learning
18 100 (15.04%) Data Strategy
Programming Languages
1 429 (64.51%) SQL
2 320 (48.12%) Python
3 59 (8.87%) Java
4 51 (7.67%) T-SQL
5 38 (5.71%) Data Analysis Expressions
6 32 (4.81%) Scala
7 19 (2.86%) C#
8 18 (2.71%) R
9 13 (1.95%) PowerShell
10 8 (1.20%) JavaScript
11 7 (1.05%) PL/SQL
12 6 (0.90%) Bash
13 5 (0.75%) Fortran
13 5 (0.75%) TypeScript
14 3 (0.45%) Kotlin
14 3 (0.45%) PROC SQL
14 3 (0.45%) Swift
15 1 (0.15%) RPG
Qualifications
1 85 (12.78%) Degree
2 46 (6.92%) Computer Science Degree
3 28 (4.21%) AWS Certification
4 22 (3.31%) Azure Certification
5 20 (3.01%) Master's Degree
6 16 (2.41%) Microsoft Certification
7 13 (1.95%) PMI Certification
8 9 (1.35%) TOGAF Certification
9 8 (1.20%) SnowPro
10 6 (0.90%) AWS Certified Solutions Architect
11 5 (0.75%) DBS Check
11 5 (0.75%) PMP
11 5 (0.75%) SAP Certification
11 5 (0.75%) Security Cleared
12 4 (0.60%) AWS Certified Developer
12 4 (0.60%) MCSE
13 3 (0.45%) SC Cleared
14 2 (0.30%) HNC
14 2 (0.30%) HND
14 2 (0.30%) MCSA
Quality Assurance & Compliance
1 140 (21.05%) Data Quality
2 56 (8.42%) GDPR
3 40 (6.02%) QA
4 32 (4.81%) Accessibility
5 9 (1.35%) California Consumer Privacy Act
6 7 (1.05%) ISO/IEC 27001
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 3 (0.45%) Apache Flume
5 2 (0.30%) Firmware
Systems Management
1 35 (5.26%) Terraform
2 10 (1.50%) Kubernetes
3 3 (0.45%) Kibana
3 3 (0.45%) logstash
3 3 (0.45%) Oozie
4 1 (0.15%) Ansible
4 1 (0.15%) Control-M
4 1 (0.15%) Microsoft Intune
Vendors
1 136 (20.45%) Databricks
2 129 (19.40%) Microsoft
3 43 (6.47%) SAP
4 34 (5.11%) Oracle
5 33 (4.96%) Google
6 21 (3.16%) Informatica
7 19 (2.86%) Salesforce
8 13 (1.95%) Talend
9 10 (1.50%) IBM
10 9 (1.35%) Ariba
10 9 (1.35%) ServiceNow
10 9 (1.35%) Splunk
11 8 (1.20%) Dataiku
12 7 (1.05%) Alteryx
12 7 (1.05%) Dell
13 4 (0.60%) AppDynamics
13 4 (0.60%) Fortinet
13 4 (0.60%) HubSpot
13 4 (0.60%) Moogsoft
13 4 (0.60%) Zoho