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

6 months to
9 Dec 2025
Same period 2024 Same period 2023
Rank 199 144 121
Rank change year-on-year -55 -23 -8
Permanent jobs citing Data Warehouse 641 1,082 1,224
As % of all permanent jobs in England 1.30% 1.94% 2.72%
As % of the Database & Business Intelligence category 10.69% 11.19% 12.72%
Number of salaries quoted 391 591 949
10th Percentile £45,000 £42,500 £41,475
25th Percentile £56,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £67,500 £63,000
Median % change year-on-year - +7.14% -3.08%
75th Percentile £85,500 £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 5,994 9,669 9,619
As % of all permanent jobs advertised in England 12.18% 17.37% 21.35%
Number of salaries quoted 3,975 5,633 7,615
10th Percentile £35,000 £38,017 £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 £63,250 £60,000
% change year-on-year -5.14% +5.42% -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 9 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 9 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 -3 347 £82,500 +3.13% 175
South East -65 92 £63,000 +9.56% 132
North of England -24 84 £60,000 +9.09% 89
Midlands +11 67 £67,500 +3.85% 68
West Midlands +14 51 £65,000 +4.00% 42
North West -1 45 £60,000 +9.09% 53
Yorkshire -23 33 £60,000 +4.35% 29
East of England +26 23 £46,750 -6.50% 43
South West -6 21 £64,350 -8.07% 34
East Midlands +10 16 £67,500 +3.85% 23
North East +7 6 £67,500 +3.45% 7
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 68 (10.61%) Apache Spark
2 25 (3.90%) Apache
3 21 (3.28%) Apache Airflow
4 11 (1.72%) SharePoint
5 6 (0.94%) Confluence
5 6 (0.94%) SAS
6 1 (0.16%) Microsoft Exchange
Applications
1 32 (4.99%) Microsoft Excel
2 20 (3.12%) Maya
3 6 (0.94%) Microsoft Office
4 4 (0.62%) Microsoft PowerPoint
5 2 (0.31%) Spreadsheet
6 1 (0.16%) MS Visio
Business Applications
1 30 (4.68%) SAP S/4HANA
2 8 (1.25%) SAP IBP
3 7 (1.09%) Dynamics CRM
4 3 (0.47%) Markit EDM
5 2 (0.31%) Payment Gateway
6 1 (0.16%) Aladdin
6 1 (0.16%) Cognos Business Intelligence
6 1 (0.16%) Elite 3E
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
1 351 (54.76%) Azure
2 195 (30.42%) AWS
3 181 (28.24%) Power Platform
4 111 (17.32%) Snowflake
5 105 (16.38%) GCP
6 77 (12.01%) Azure Data Factory
7 64 (9.98%) Azure Synapse Analytics
8 56 (8.74%) SaaS
9 47 (7.33%) dbt
9 47 (7.33%) Serverless
10 45 (7.02%) AWS Lambda
11 43 (6.71%) Amazon S3
12 36 (5.62%) Azure DevOps
13 26 (4.06%) GitHub
14 20 (3.12%) Fivetran
15 18 (2.81%) Amazon EMR
15 18 (2.81%) AWS Step Functions
16 16 (2.50%) AWS CloudFormation
16 16 (2.50%) Azure Cosmos DB
17 13 (2.03%) OCI
Communications & Networking
1 7 (1.09%) Network Security
2 2 (0.31%) Broadband
2 2 (0.31%) Kerberos
2 2 (0.31%) PuTTY
Database & Business Intelligence
1 170 (26.52%) Power BI
2 132 (20.59%) Data Lake
3 101 (15.76%) SQL Server
4 66 (10.30%) Amazon Redshift
5 62 (9.67%) Metadata
6 55 (8.58%) Big Data
7 51 (7.96%) SQL Server Integration Services
8 50 (7.80%) NoSQL
9 48 (7.49%) Tableau
10 43 (6.71%) Hadoop
11 41 (6.40%) Azure SQL Database
12 39 (6.08%) PostgreSQL
13 38 (5.93%) Relational Database
14 37 (5.77%) MySQL
14 37 (5.77%) SQL Server Reporting Services
15 29 (4.52%) Azure SQL Data Warehouse
15 29 (4.52%) DynamoDB
15 29 (4.52%) SQL Server Analysis Services
16 26 (4.06%) Data Mining
17 24 (3.74%) RDBMS
Development Applications
1 41 (6.40%) Git
2 18 (2.81%) JIRA
3 11 (1.72%) ER Studio
4 7 (1.09%) ERwin
4 7 (1.09%) PowerDesigner
5 6 (0.94%) Jenkins
5 6 (0.94%) Visual Studio
6 5 (0.78%) git-flow
7 3 (0.47%) 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 (0.16%) SonarQube
General
1 226 (35.26%) Social Skills
2 188 (29.33%) Finance
3 136 (21.22%) Analytical Skills
4 90 (14.04%) Law
5 58 (9.05%) Marketing
6 55 (8.58%) Retail
7 29 (4.52%) Public Sector
8 27 (4.21%) Banking
9 24 (3.74%) Legal
10 21 (3.28%) Games
11 17 (2.65%) Inclusion and Diversity
12 15 (2.34%) Manufacturing
13 13 (2.03%) Financial Institution
14 12 (1.87%) Automotive
14 12 (1.87%) Front Office
14 12 (1.87%) Influencing Skills
14 12 (1.87%) Local Government
15 8 (1.25%) Telecoms
16 6 (0.94%) Documentation Skills
17 5 (0.78%) Tech for Good
Job Titles
1 222 (34.63%) Data Engineer
2 183 (28.55%) Senior
3 142 (22.15%) Architect
4 115 (17.94%) Data Architect
5 106 (16.54%) Senior Data Engineer
6 74 (11.54%) Developer
7 60 (9.36%) Lead
8 52 (8.11%) Analyst
9 48 (7.49%) Azure Engineer
10 47 (7.33%) Azure Data Engineer
11 37 (5.77%) Senior Architect
12 27 (4.21%) Senior Data Architect
13 23 (3.59%) Consultant
14 22 (3.43%) Azure Architect
15 21 (3.28%) Data Warehouse Developer
16 20 (3.12%) AWS Engineer
16 20 (3.12%) Lead Data Engineer
17 19 (2.96%) AWS Data Engineer
17 19 (2.96%) Data Analyst
18 18 (2.81%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 58 (9.05%) Kafka
2 33 (5.15%) PySpark
3 12 (1.87%) XML
4 11 (1.72%) AngularJS
4 11 (1.72%) GraphQL
4 11 (1.72%) Pandas
4 11 (1.72%) Spring
5 10 (1.56%) .NET
5 10 (1.56%) JSON
5 10 (1.56%) Middleware
5 10 (1.56%) REST
6 8 (1.25%) boto
6 8 (1.25%) Spark Streaming
7 7 (1.09%) AWS CDK
7 7 (1.09%) CSS
8 6 (0.94%) HTML
8 6 (0.94%) Material-UI
8 6 (0.94%) NumPy
8 6 (0.94%) React
8 6 (0.94%) scikit-learn
Miscellaneous
1 43 (6.71%) Product Ownership
2 42 (6.55%) Management Information System
3 26 (4.06%) Distributed Systems
4 24 (3.74%) Enterprise Software
5 22 (3.43%) Cloud Native
5 22 (3.43%) Data Structures
6 17 (2.65%) Reinsurance
7 15 (2.34%) Reference Data
8 14 (2.18%) FMCG
8 14 (2.18%) Greenfield Project
8 14 (2.18%) NHS
9 12 (1.87%) Hybrid Cloud
9 12 (1.87%) Self-Motivation
10 11 (1.72%) Analytical Mindset
10 11 (1.72%) Hedge funds
11 9 (1.40%) Legacy Systems
11 9 (1.40%) Low-Code
12 8 (1.25%) e-Learning
12 8 (1.25%) PMI
13 7 (1.09%) Tandem
Operating Systems
1 5 (0.78%) Unix
2 3 (0.47%) Android
2 3 (0.47%) Apple iOS
2 3 (0.47%) Linux
Processes & Methodologies
1 367 (57.25%) Data Modelling
2 338 (52.73%) ETL
3 286 (44.62%) Analytics
4 260 (40.56%) Business Intelligence
5 259 (40.41%) Data Engineering
6 212 (33.07%) Data Pipeline
7 184 (28.71%) Data Governance
8 153 (23.87%) Agile
9 146 (22.78%) Data Integration
10 142 (22.15%) Data Architecture
11 134 (20.90%) CI/CD
12 133 (20.75%) Problem-Solving
13 132 (20.59%) Mentoring
14 128 (19.97%) AI
15 122 (19.03%) Data Science
16 120 (18.72%) Decision-Making
17 119 (18.56%) Data Management
18 113 (17.63%) DevOps
19 96 (14.98%) Roadmaps
20 94 (14.66%) Machine Learning
Programming Languages
1 402 (62.71%) SQL
2 283 (44.15%) Python
3 59 (9.20%) Java
4 37 (5.77%) Data Analysis Expressions
5 33 (5.15%) Scala
6 25 (3.90%) C#
6 25 (3.90%) T-SQL
7 13 (2.03%) PowerShell
8 12 (1.87%) R
9 8 (1.25%) PL/SQL
10 6 (0.94%) TypeScript
11 5 (0.78%) Fortran
12 4 (0.62%) VBA
13 3 (0.47%) Bash
13 3 (0.47%) JavaScript
13 3 (0.47%) Kotlin
13 3 (0.47%) Swift
14 2 (0.31%) PROC SQL
15 1 (0.16%) ANSI SQL
Qualifications
1 59 (9.20%) Degree
2 33 (5.15%) Computer Science Degree
3 17 (2.65%) AWS Certification
3 17 (2.65%) Azure Certification
4 16 (2.50%) Microsoft Certification
5 12 (1.87%) PMI Certification
5 12 (1.87%) Security Cleared
6 11 (1.72%) Master's Degree
7 9 (1.40%) SnowPro
7 9 (1.40%) TOGAF Certification
8 8 (1.25%) SC Cleared
9 7 (1.09%) DBS Check
10 5 (0.78%) SAP Certification
11 4 (0.62%) AWS Certified Solutions Architect
11 4 (0.62%) PMP
12 3 (0.47%) MCSE
13 2 (0.31%) HNC
13 2 (0.31%) HND
13 2 (0.31%) MCSA
14 1 (0.16%) Postgraduate
Quality Assurance & Compliance
1 143 (22.31%) Data Quality
2 50 (7.80%) Accessibility
3 48 (7.49%) GDPR
4 35 (5.46%) QA
5 6 (0.94%) ISO/IEC 27001
6 4 (0.62%) California Consumer Privacy Act
7 2 (0.31%) HIPAA
7 2 (0.31%) SEPA
8 1 (0.16%) CDISC
8 1 (0.16%) Cyber Essentials
8 1 (0.16%) DICOM
8 1 (0.16%) GAAP
8 1 (0.16%) HL7
8 1 (0.16%) IASME
8 1 (0.16%) PERC
8 1 (0.16%) Sarbanes-Oxley
8 1 (0.16%) SLA
8 1 (0.16%) SNOMED CT
8 1 (0.16%) SOC 2
System Software
1 27 (4.21%) Docker
2 11 (1.72%) HDFS
3 5 (0.78%) Active Directory
4 2 (0.31%) Apache Flume
4 2 (0.31%) Firmware
5 1 (0.16%) Hyper-V
5 1 (0.16%) VMware Infrastructure
Systems Management
1 24 (3.74%) Terraform
2 14 (2.18%) Kubernetes
3 2 (0.31%) Kibana
3 2 (0.31%) logstash
3 2 (0.31%) Microsoft Intune
3 2 (0.31%) Oozie
4 1 (0.16%) Ansible
4 1 (0.16%) Control-M
Vendors
1 148 (23.09%) Microsoft
2 143 (22.31%) Databricks
3 43 (6.71%) SAP
4 40 (6.24%) Oracle
5 32 (4.99%) Informatica
6 27 (4.21%) Google
7 21 (3.28%) Talend
8 16 (2.50%) Salesforce
9 10 (1.56%) Dataiku
10 9 (1.40%) Ariba
10 9 (1.40%) ServiceNow
11 7 (1.09%) Alteryx
12 6 (0.94%) Dell
12 6 (0.94%) IBM
13 5 (0.78%) OpenAI
14 4 (0.62%) CrowdStrike
14 4 (0.62%) Fortinet
14 4 (0.62%) HubSpot
14 4 (0.62%) Palo Alto
14 4 (0.62%) Zoho