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 vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 204 147 119
Rank change year-on-year -57 -28 -2
Permanent jobs citing Data Warehouse 692 1,250 1,526
As % of all permanent jobs advertised in England 1.60% 1.82% 2.79%
As % of the Database & Business Intelligence category 10.76% 11.76% 13.28%
Number of salaries quoted 413 706 1,190
10th Percentile £42,950 £42,500 £42,500
25th Percentile £53,750 £51,250 £50,000
Median annual salary (50th Percentile) £67,500 £67,700 £65,000
Median % change year-on-year -0.30% +4.15% -
75th Percentile £83,750 £84,761 £82,500
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £67,500 £67,500 £65,000
% change year-on-year - +3.85% +1.96%

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 6,434 10,626 11,487
As % of all permanent jobs advertised in England 14.91% 15.46% 21.04%
Number of salaries quoted 4,183 6,506 9,130
10th Percentile £33,800 £37,500 £38,000
25th Percentile £45,000 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £64,000
Median % change year-on-year -7.69% +1.56% +6.67%
75th Percentile £81,688 £88,750 £81,250
90th Percentile £110,000 £118,750 £97,500
UK median annual salary £60,000 £63,000 £62,500
% change year-on-year -4.76% +0.80% +4.17%

Data Warehouse
Job Vacancy Trend in England

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Warehouse 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 September 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 September 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 +7 359 £75,000 - 216
South East -46 108 £65,000 +30.00% 134
Midlands +4 86 £65,000 +5.69% 26
North of England -65 79 £60,000 +6.19% 55
West Midlands +17 64 £60,000 -0.83% 22
North West -77 43 £60,000 +9.09% 29
Yorkshire -3 30 £60,000 +2.13% 23
South West +4 27 £70,000 - 22
East of England +1 27 £50,000 -1.48% 15
East Midlands +20 22 £67,500 +8.00% 4
North East +15 6 £57,500 -13.48% 3
Data Warehouse
UK

Data Warehouse
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 68 (9.83%) Apache Spark
2 29 (4.19%) Apache
3 25 (3.61%) SharePoint
4 20 (2.89%) Apache Airflow
5 10 (1.45%) SAS
6 3 (0.43%) Confluence
6 3 (0.43%) Skype for Business
7 2 (0.29%) Microsoft Exchange
8 1 (0.14%) ArcGIS
8 1 (0.14%) Oracle Application Server
Applications
1 33 (4.77%) Microsoft Excel
2 17 (2.46%) Maya
3 12 (1.73%) Microsoft Office
4 5 (0.72%) MS Visio
5 3 (0.43%) Microsoft PowerPoint
6 2 (0.29%) Spreadsheet
Business Applications
1 35 (5.06%) SAP S/4HANA
2 14 (2.02%) SAP IBP
3 8 (1.16%) Dynamics CRM
4 3 (0.43%) Dynamics AX
4 3 (0.43%) NetSuite
4 3 (0.43%) Payment Gateway
4 3 (0.43%) Salesforce CRM
5 2 (0.29%) Aladdin
6 1 (0.14%) Dynamics NAV
6 1 (0.14%) Elite 3E
6 1 (0.14%) Maximo
6 1 (0.14%) Oracle EBS
6 1 (0.14%) SAP Business One
6 1 (0.14%) SAP ERP
Cloud Services
1 378 (54.62%) Azure
2 261 (37.72%) AWS
3 195 (28.18%) Power Platform
4 139 (20.09%) GCP
5 119 (17.20%) Snowflake
6 93 (13.44%) Azure Data Factory
7 54 (7.80%) Azure Synapse Analytics
8 41 (5.92%) Serverless
9 40 (5.78%) dbt
10 37 (5.35%) Amazon S3
11 33 (4.77%) Power Automate
12 32 (4.62%) AWS Lambda
13 31 (4.48%) SaaS
14 28 (4.05%) Azure DevOps
15 17 (2.46%) GitHub
15 17 (2.46%) PowerApps
16 16 (2.31%) Dynamics 365
17 14 (2.02%) Microsoft 365
18 13 (1.88%) Amazon EC2
18 13 (1.88%) PaaS
Communications & Networking
1 7 (1.01%) Network Security
2 3 (0.43%) Broadband
2 3 (0.43%) DHCP
2 3 (0.43%) DNS
2 3 (0.43%) PuTTY
2 3 (0.43%) Skype
3 2 (0.29%) ADSL2
4 1 (0.14%) SMS
Database & Business Intelligence
1 188 (27.17%) Power BI
2 139 (20.09%) Data Lake
3 99 (14.31%) SQL Server
4 94 (13.58%) SQL Server Integration Services
5 70 (10.12%) Metadata
6 68 (9.83%) Big Data
7 66 (9.54%) Amazon Redshift
8 52 (7.51%) NoSQL
9 50 (7.23%) SQL Server Reporting Services
10 44 (6.36%) Hadoop
11 41 (5.92%) Relational Database
12 34 (4.91%) Azure SQL Data Warehouse
13 33 (4.77%) Tableau
14 31 (4.48%) Azure SQL Database
15 30 (4.34%) SQL Server Analysis Services
16 24 (3.47%) BigQuery
17 22 (3.18%) DynamoDB
17 22 (3.18%) PostgreSQL
18 21 (3.03%) Data Vault
19 18 (2.60%) Tick Data
Development Applications
1 34 (4.91%) Git
2 19 (2.75%) SQL Server Management Studio (SSMS)
3 18 (2.60%) JIRA
4 10 (1.45%) ER Studio
5 6 (0.87%) Jenkins
5 6 (0.87%) Visual Studio
6 4 (0.58%) Selenium
7 3 (0.43%) JMeter
7 3 (0.43%) LoadRunner
7 3 (0.43%) TestRail
8 2 (0.29%) Bitbucket
8 2 (0.29%) ERwin
8 2 (0.29%) JUnit
8 2 (0.29%) REST Assured
8 2 (0.29%) Subversion
9 1 (0.14%) Cypress.io
9 1 (0.14%) TestComplete
General
1 243 (35.12%) Social Skills
2 208 (30.06%) Finance
3 144 (20.81%) Analytical Skills
4 123 (17.77%) Law
5 75 (10.84%) Marketing
6 47 (6.79%) Retail
7 35 (5.06%) Banking
7 35 (5.06%) Inclusion and Diversity
8 31 (4.48%) Manufacturing
9 29 (4.19%) Legal
10 24 (3.47%) Public Sector
11 19 (2.75%) Games
12 18 (2.60%) Automotive
12 18 (2.60%) Influencing Skills
13 14 (2.02%) Telecoms
14 10 (1.45%) Financial Institution
15 9 (1.30%) Presentation Skills
16 7 (1.01%) Front Office
17 6 (0.87%) Private Banking
18 5 (0.72%) Tech for Good
Job Titles
1 212 (30.64%) Senior
2 209 (30.20%) Data Engineer
3 102 (14.74%) Lead
4 98 (14.16%) Architect
4 98 (14.16%) Developer
5 92 (13.29%) Senior Data Engineer
6 68 (9.83%) Analyst
7 65 (9.39%) Data Architect
8 52 (7.51%) Azure Engineer
9 51 (7.37%) Azure Data Engineer
10 37 (5.35%) Senior Architect
11 31 (4.48%) Business Intelligence Developer
12 26 (3.76%) ETL Developer
13 25 (3.61%) Data Warehouse Developer
14 24 (3.47%) Data Analyst
14 24 (3.47%) Data Manager
15 23 (3.32%) Senior Data Architect
15 23 (3.32%) Senior Developer
16 22 (3.18%) SQL Developer
17 20 (2.89%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 51 (7.37%) Kafka
2 46 (6.65%) PySpark
3 17 (2.46%) Middleware
4 13 (1.88%) REST
4 13 (1.88%) Web Services
5 12 (1.73%) Pandas
5 12 (1.73%) XML
6 10 (1.45%) GraphQL
7 9 (1.30%) AngularJS
7 9 (1.30%) Spring
8 8 (1.16%) HTML
9 7 (1.01%) JSON
9 7 (1.01%) scikit-learn
10 6 (0.87%) CSS
10 6 (0.87%) NumPy
11 5 (0.72%) boto
11 5 (0.72%) RESTful
11 5 (0.72%) Spark Streaming
12 4 (0.58%) React
12 4 (0.58%) Spring Boot
Miscellaneous
1 62 (8.96%) Management Information System
2 27 (3.90%) Product Ownership
3 22 (3.18%) Cloud Native
3 22 (3.18%) Data Structures
4 18 (2.60%) Reinsurance
5 17 (2.46%) Enterprise Software
6 16 (2.31%) FMCG
7 15 (2.17%) Distributed Systems
8 14 (2.02%) PMI
9 11 (1.59%) Analytical Mindset
10 10 (1.45%) Self-Motivation
11 8 (1.16%) Greenfield Project
12 7 (1.01%) NHS
12 7 (1.01%) Replication
12 7 (1.01%) Tandem
13 6 (0.87%) Hybrid Cloud
13 6 (0.87%) Reference Data
14 5 (0.72%) Legacy Code
14 5 (0.72%) Legacy Systems
14 5 (0.72%) Low-Code
Operating Systems
1 7 (1.01%) Linux
2 6 (0.87%) Windows
3 5 (0.72%) Unix
4 2 (0.29%) Windows Server
Processes & Methodologies
1 375 (54.19%) ETL
2 330 (47.69%) Data Modelling
3 290 (41.91%) Analytics
4 285 (41.18%) Business Intelligence
5 267 (38.58%) Data Engineering
6 219 (31.65%) Data Pipeline
7 161 (23.27%) Data Governance
8 157 (22.69%) Problem-Solving
9 155 (22.40%) Agile
10 139 (20.09%) Data Architecture
11 131 (18.93%) Decision-Making
12 124 (17.92%) CI/CD
13 118 (17.05%) Data Science
14 117 (16.91%) Data Management
14 117 (16.91%) Data Strategy
15 115 (16.62%) DevOps
16 106 (15.32%) Artificial Intelligence
17 102 (14.74%) Machine Learning
18 100 (14.45%) Mentoring
19 95 (13.73%) Stakeholder Management
Programming Languages
1 466 (67.34%) SQL
2 341 (49.28%) Python
3 53 (7.66%) T-SQL
4 49 (7.08%) Java
5 37 (5.35%) Data Analysis Expressions
6 35 (5.06%) Scala
7 18 (2.60%) R
8 16 (2.31%) PowerShell
9 12 (1.73%) JavaScript
10 10 (1.45%) Bash
11 9 (1.30%) C#
12 8 (1.16%) PL/SQL
13 5 (0.72%) Fortran
14 4 (0.58%) RPG
15 3 (0.43%) PROC SQL
16 2 (0.29%) Shell Script
Qualifications
1 99 (14.31%) Degree
2 38 (5.49%) Computer Science Degree
3 32 (4.62%) AWS Certification
4 29 (4.19%) Azure Certification
5 18 (2.60%) PMI Certification
6 15 (2.17%) Master's Degree
7 13 (1.88%) Microsoft Certification
8 11 (1.59%) Security Cleared
9 9 (1.30%) AWS Certified Solutions Architect
10 8 (1.16%) SC Cleared
11 7 (1.01%) SnowPro
11 7 (1.01%) TOGAF Certification
12 5 (0.72%) AWS Certified Developer
13 4 (0.58%) PMP
14 2 (0.29%) DBS Check
14 2 (0.29%) MCSE
15 1 (0.14%) BPSS Clearance
15 1 (0.14%) MCSA
15 1 (0.14%) Numerate Degree
15 1 (0.14%) Tableau Certification
Quality Assurance & Compliance
1 152 (21.97%) Data Quality
2 63 (9.10%) GDPR
3 50 (7.23%) QA
4 35 (5.06%) Accessibility
5 7 (1.01%) California Consumer Privacy Act
5 7 (1.01%) ISO/IEC 27001
6 4 (0.58%) Cyber Essentials
7 2 (0.29%) HIPAA
7 2 (0.29%) NIST
7 2 (0.29%) SEPA
7 2 (0.29%) SOC 2
8 1 (0.14%) Actionable Recommendations
8 1 (0.14%) CDISC
8 1 (0.14%) DICOM
8 1 (0.14%) GAAP
8 1 (0.14%) HL7
8 1 (0.14%) IASME
8 1 (0.14%) Sarbanes-Oxley
8 1 (0.14%) SLA
8 1 (0.14%) SNOMED CT
System Software
1 34 (4.91%) Docker
2 9 (1.30%) Active Directory
2 9 (1.30%) HDFS
3 3 (0.43%) Apache Flume
4 2 (0.29%) Firmware
4 2 (0.29%) VMware Infrastructure
Systems Management
1 35 (5.06%) Terraform
2 11 (1.59%) Kubernetes
3 3 (0.43%) Kibana
3 3 (0.43%) logstash
3 3 (0.43%) Oozie
4 2 (0.29%) Ansible
5 1 (0.14%) HP Quality Center
5 1 (0.14%) Matomo
5 1 (0.14%) Microsoft Intune
Vendors
1 137 (19.80%) Microsoft
2 134 (19.36%) Databricks
3 46 (6.65%) SAP
4 40 (5.78%) Google
5 38 (5.49%) Oracle
6 23 (3.32%) Informatica
6 23 (3.32%) Salesforce
7 15 (2.17%) Ariba
8 13 (1.88%) Talend
9 9 (1.30%) Alteryx
9 9 (1.30%) Splunk
10 8 (1.16%) ServiceNow
11 6 (0.87%) Avaloq
12 5 (0.72%) IBM
13 4 (0.58%) AppDynamics
13 4 (0.58%) Dell
13 4 (0.58%) HubSpot
13 4 (0.58%) Moogsoft
13 4 (0.58%) OpenAI
13 4 (0.58%) Zoho