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

6 months to
3 Dec 2025
Same period 2024 Same period 2023
Rank 197 151 122
Rank change year-on-year -46 -29 -7
Permanent jobs citing Data Warehouse 651 1,083 1,213
As % of all permanent jobs in England 1.37% 1.90% 2.70%
As % of the Database & Business Intelligence category 10.87% 11.14% 12.67%
Number of salaries quoted 401 592 938
10th Percentile £45,000 £42,500 £41,463
25th Percentile £56,250 £51,000 £47,500
Median annual salary (50th Percentile) £67,500 £67,500 £63,048
Median % change year-on-year - +7.06% -3.00%
75th Percentile £85,750 £87,500 £82,500
90th Percentile £105,250 £107,500 £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 5,990 9,724 9,572
As % of all permanent jobs advertised in England 12.62% 17.10% 21.34%
Number of salaries quoted 3,995 5,639 7,556
10th Percentile £35,000 £38,500 £37,500
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £61,500
Median % change year-on-year -7.69% +5.69% -1.60%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £105,000 £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 3 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 3 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 -4 354 £82,500 +3.13% 145
South East -64 91 £63,500 +10.43% 106
North of England -26 84 £60,000 +9.09% 49
Midlands +34 69 £67,500 +3.85% 34
West Midlands +25 53 £65,000 +1.96% 27
North West -2 45 £60,000 +9.09% 36
Yorkshire -15 33 £60,000 - 8
East of England +42 23 £46,750 -6.50% 15
South West -11 23 £64,350 -8.07% 18
East Midlands +14 16 £67,500 +3.85% 7
North East +12 6 £67,500 +3.45% 5
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 67 (10.29%) Apache Spark
2 26 (3.99%) Apache
3 21 (3.23%) Apache Airflow
4 14 (2.15%) SharePoint
5 6 (0.92%) Confluence
5 6 (0.92%) SAS
6 1 (0.15%) Microsoft Exchange
6 1 (0.15%) Skype for Business
Applications
1 34 (5.22%) Microsoft Excel
2 20 (3.07%) Maya
3 7 (1.08%) Microsoft Office
4 4 (0.61%) Microsoft PowerPoint
5 2 (0.31%) MS Visio
5 2 (0.31%) Spreadsheet
Business Applications
1 30 (4.61%) SAP S/4HANA
2 8 (1.23%) SAP IBP
3 7 (1.08%) Dynamics CRM
4 3 (0.46%) Markit EDM
5 2 (0.31%) Payment Gateway
6 1 (0.15%) Aladdin
6 1 (0.15%) Cognos Business Intelligence
6 1 (0.15%) Dynamics AX
6 1 (0.15%) Elite 3E
6 1 (0.15%) Oracle ERP
6 1 (0.15%) SAP Business One
6 1 (0.15%) SAP ERP
6 1 (0.15%) SimCorp Dimension
Cloud Services
1 358 (54.99%) Azure
2 200 (30.72%) AWS
3 187 (28.73%) Power Platform
4 114 (17.51%) Snowflake
5 106 (16.28%) GCP
6 80 (12.29%) Azure Data Factory
7 63 (9.68%) Azure Synapse Analytics
8 56 (8.60%) SaaS
9 49 (7.53%) dbt
10 48 (7.37%) Serverless
11 46 (7.07%) AWS Lambda
12 44 (6.76%) Amazon S3
13 38 (5.84%) Azure DevOps
14 27 (4.15%) GitHub
15 20 (3.07%) Fivetran
16 18 (2.76%) AWS Step Functions
17 17 (2.61%) Amazon EMR
18 16 (2.46%) AWS CloudFormation
18 16 (2.46%) Azure Cosmos DB
19 14 (2.15%) Power Automate
Communications & Networking
1 7 (1.08%) Network Security
2 2 (0.31%) Broadband
2 2 (0.31%) Kerberos
2 2 (0.31%) PuTTY
3 1 (0.15%) Skype
Database & Business Intelligence
1 177 (27.19%) Power BI
2 132 (20.28%) Data Lake
3 103 (15.82%) SQL Server
4 66 (10.14%) Amazon Redshift
5 62 (9.52%) Metadata
6 55 (8.45%) Big Data
7 51 (7.83%) SQL Server Integration Services
8 49 (7.53%) NoSQL
9 48 (7.37%) Tableau
10 43 (6.61%) Azure SQL Database
11 42 (6.45%) Hadoop
12 39 (5.99%) PostgreSQL
13 38 (5.84%) SQL Server Reporting Services
14 37 (5.68%) Relational Database
15 36 (5.53%) MySQL
16 31 (4.76%) Azure SQL Data Warehouse
17 30 (4.61%) SQL Server Analysis Services
18 29 (4.45%) DynamoDB
19 25 (3.84%) Data Mining
20 23 (3.53%) RDBMS
Development Applications
1 43 (6.61%) Git
2 18 (2.76%) JIRA
3 11 (1.69%) ER Studio
4 7 (1.08%) ERwin
4 7 (1.08%) PowerDesigner
5 6 (0.92%) Jenkins
5 6 (0.92%) Visual Studio
6 5 (0.77%) git-flow
7 4 (0.61%) Selenium
8 2 (0.31%) Bitbucket
8 2 (0.31%) JMeter
8 2 (0.31%) LoadRunner
8 2 (0.31%) REST Assured
8 2 (0.31%) Subversion
8 2 (0.31%) TestRail
9 1 (0.15%) JUnit
9 1 (0.15%) SonarQube
9 1 (0.15%) SQL Server Management Studio (SSMS)
9 1 (0.15%) TestComplete
General
1 229 (35.18%) Social Skills
2 192 (29.49%) Finance
3 136 (20.89%) Analytical Skills
4 91 (13.98%) Law
5 61 (9.37%) Marketing
6 56 (8.60%) Retail
7 28 (4.30%) Public Sector
8 26 (3.99%) Banking
9 25 (3.84%) Legal
10 21 (3.23%) Games
11 19 (2.92%) Inclusion and Diversity
12 16 (2.46%) Manufacturing
13 13 (2.00%) Financial Institution
13 13 (2.00%) Influencing Skills
14 12 (1.84%) Automotive
14 12 (1.84%) Front Office
14 12 (1.84%) Local Government
15 8 (1.23%) Telecoms
16 6 (0.92%) Documentation Skills
17 5 (0.77%) Tech for Good
Job Titles
1 223 (34.25%) Data Engineer
2 189 (29.03%) Senior
3 144 (22.12%) Architect
4 117 (17.97%) Data Architect
5 107 (16.44%) Senior Data Engineer
6 76 (11.67%) Developer
7 65 (9.98%) Lead
8 54 (8.29%) Analyst
9 49 (7.53%) Azure Engineer
10 48 (7.37%) Azure Data Engineer
11 37 (5.68%) Senior Architect
12 27 (4.15%) Senior Data Architect
13 23 (3.53%) Consultant
13 23 (3.53%) Data Warehouse Developer
14 21 (3.23%) Azure Architect
14 21 (3.23%) Lead Data Engineer
15 20 (3.07%) AWS Engineer
16 19 (2.92%) AWS Data Engineer
16 19 (2.92%) Business Intelligence Developer
16 19 (2.92%) Data Analyst
Libraries, Frameworks & Software Standards
1 58 (8.91%) Kafka
2 33 (5.07%) PySpark
3 12 (1.84%) AngularJS
3 12 (1.84%) GraphQL
3 12 (1.84%) XML
4 11 (1.69%) Pandas
4 11 (1.69%) REST
4 11 (1.69%) Spring
5 10 (1.54%) .NET
5 10 (1.54%) JSON
5 10 (1.54%) Middleware
6 8 (1.23%) boto
6 8 (1.23%) CSS
6 8 (1.23%) Spark Streaming
7 7 (1.08%) AWS CDK
7 7 (1.08%) HTML
7 7 (1.08%) Material-UI
7 7 (1.08%) React
8 6 (0.92%) NumPy
8 6 (0.92%) scikit-learn
Miscellaneous
1 45 (6.91%) Management Information System
2 42 (6.45%) Product Ownership
3 25 (3.84%) Distributed Systems
4 24 (3.69%) Enterprise Software
5 23 (3.53%) Cloud Native
6 22 (3.38%) Data Structures
7 17 (2.61%) Reinsurance
8 15 (2.30%) Reference Data
9 14 (2.15%) FMCG
9 14 (2.15%) Greenfield Project
9 14 (2.15%) NHS
10 12 (1.84%) Analytical Mindset
10 12 (1.84%) Self-Motivation
11 11 (1.69%) Hedge funds
11 11 (1.69%) Hybrid Cloud
12 9 (1.38%) Legacy Systems
12 9 (1.38%) Low-Code
13 8 (1.23%) e-Learning
13 8 (1.23%) PMI
14 7 (1.08%) Tandem
Operating Systems
1 5 (0.77%) Unix
2 3 (0.46%) Android
2 3 (0.46%) Apple iOS
2 3 (0.46%) Linux
Processes & Methodologies
1 368 (56.53%) Data Modelling
2 340 (52.23%) ETL
3 292 (44.85%) Analytics
4 268 (41.17%) Business Intelligence
5 260 (39.94%) Data Engineering
6 214 (32.87%) Data Pipeline
7 185 (28.42%) Data Governance
8 159 (24.42%) Agile
9 146 (22.43%) Data Integration
10 144 (22.12%) Data Architecture
11 135 (20.74%) CI/CD
11 135 (20.74%) Problem-Solving
12 132 (20.28%) Mentoring
13 131 (20.12%) AI
14 123 (18.89%) Decision-Making
15 122 (18.74%) Data Management
16 121 (18.59%) Data Science
17 117 (17.97%) DevOps
18 98 (15.05%) Machine Learning
19 96 (14.75%) Roadmaps
Programming Languages
1 405 (62.21%) SQL
2 288 (44.24%) Python
3 56 (8.60%) Java
4 39 (5.99%) Data Analysis Expressions
5 34 (5.22%) Scala
6 26 (3.99%) T-SQL
7 25 (3.84%) C#
8 14 (2.15%) PowerShell
9 12 (1.84%) R
10 8 (1.23%) PL/SQL
11 6 (0.92%) TypeScript
12 5 (0.77%) Fortran
13 4 (0.61%) Bash
13 4 (0.61%) JavaScript
14 3 (0.46%) Kotlin
14 3 (0.46%) Swift
15 2 (0.31%) PROC SQL
16 1 (0.15%) ANSI SQL
16 1 (0.15%) VBA
Qualifications
1 62 (9.52%) Degree
2 34 (5.22%) Computer Science Degree
3 18 (2.76%) AWS Certification
4 17 (2.61%) Azure Certification
4 17 (2.61%) Microsoft Certification
5 12 (1.84%) PMI Certification
6 11 (1.69%) Master's Degree
6 11 (1.69%) Security Cleared
7 9 (1.38%) SnowPro
7 9 (1.38%) TOGAF Certification
8 8 (1.23%) SC Cleared
9 7 (1.08%) DBS Check
10 5 (0.77%) AWS Certified Solutions Architect
10 5 (0.77%) SAP Certification
11 4 (0.61%) PMP
12 3 (0.46%) MCSE
13 2 (0.31%) AWS Certified Developer
13 2 (0.31%) HNC
13 2 (0.31%) HND
13 2 (0.31%) MCSA
Quality Assurance & Compliance
1 143 (21.97%) Data Quality
2 51 (7.83%) GDPR
3 50 (7.68%) Accessibility
4 35 (5.38%) QA
5 7 (1.08%) ISO/IEC 27001
6 3 (0.46%) California Consumer Privacy Act
7 2 (0.31%) HIPAA
7 2 (0.31%) 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 29 (4.45%) Docker
2 11 (1.69%) HDFS
3 5 (0.77%) Active Directory
4 2 (0.31%) Apache Flume
4 2 (0.31%) Firmware
5 1 (0.15%) Hyper-V
5 1 (0.15%) VMware Infrastructure
Systems Management
1 26 (3.99%) Terraform
2 14 (2.15%) Kubernetes
3 2 (0.31%) Kibana
3 2 (0.31%) logstash
3 2 (0.31%) Microsoft Intune
3 2 (0.31%) Oozie
4 1 (0.15%) Ansible
4 1 (0.15%) Control-M
Vendors
1 155 (23.81%) Microsoft
2 146 (22.43%) Databricks
3 44 (6.76%) SAP
4 40 (6.14%) Oracle
5 28 (4.30%) Google
5 28 (4.30%) Informatica
6 17 (2.61%) Salesforce
6 17 (2.61%) Talend
7 10 (1.54%) Dataiku
8 9 (1.38%) Ariba
8 9 (1.38%) ServiceNow
9 7 (1.08%) Alteryx
10 6 (0.92%) Dell
10 6 (0.92%) IBM
11 5 (0.77%) OpenAI
12 4 (0.61%) CrowdStrike
12 4 (0.61%) Fortinet
12 4 (0.61%) HubSpot
12 4 (0.61%) Palo Alto
12 4 (0.61%) Zoho