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 January 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Jan 2026
Same period 2025 Same period 2024
Rank 204 146 119
Rank change year-on-year -58 -27 -9
Permanent jobs citing Data Warehouse 622 969 1,264
As % of all permanent jobs in England 1.19% 1.97% 2.75%
As % of the Database & Business Intelligence category 10.52% 10.99% 13.21%
Number of salaries quoted 381 512 970
10th Percentile £46,250 £41,500 £41,250
25th Percentile £56,250 £51,250 £47,500
Median annual salary (50th Percentile) £67,500 £68,000 £62,500
Median % change year-on-year -0.74% +8.80% -3.85%
75th Percentile £86,250 £87,500 £83,438
90th Percentile £105,250 £107,500 £98,750
UK median annual salary £67,500 £67,500 £60,866
% change year-on-year - +10.90% -6.36%

All Database & 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 5,911 8,817 9,565
As % of all permanent jobs advertised in England 11.35% 17.94% 20.77%
Number of salaries quoted 3,893 4,990 7,624
10th Percentile £35,000 £37,500 £36,750
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -4.00%
75th Percentile £80,000 £87,348 £80,000
90th Percentile £100,000 £115,000 £96,539
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% -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 January 2026.

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 January 2026. 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 -1 324 £83,000 +3.75% 120
South East -74 93 £63,500 +5.83% 98
North of England -8 80 £60,000 +20.00% 64
Midlands -3 69 £65,000 - 64
West Midlands +17 55 £63,500 +1.60% 38
North West +15 45 £60,000 +20.00% 29
Yorkshire -18 31 £60,000 +33.33% 29
East of England +28 28 £50,000 - 47
South West -9 20 £64,350 -6.40% 36
East Midlands -18 14 £67,500 +3.85% 23
North East +5 4 £67,500 +3.45% 6
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 63 (10.13%) Apache Spark
2 28 (4.50%) Apache
3 23 (3.70%) Apache Airflow
4 10 (1.61%) SharePoint
5 6 (0.96%) Confluence
6 3 (0.48%) Apache Superset
6 3 (0.48%) SAS
7 1 (0.16%) Microsoft Exchange
Applications
1 30 (4.82%) Microsoft Excel
2 21 (3.38%) Maya
3 8 (1.29%) Microsoft Office
4 3 (0.48%) Microsoft PowerPoint
5 2 (0.32%) Spreadsheet
6 1 (0.16%) MS Visio
Business Applications
1 20 (3.22%) SAP S/4HANA
2 8 (1.29%) SAP IBP
3 7 (1.13%) Dynamics CRM
4 4 (0.64%) Markit EDM
5 3 (0.48%) Aladdin
6 2 (0.32%) Payment Gateway
7 1 (0.16%) Cognos Business Intelligence
7 1 (0.16%) Oracle ERP
7 1 (0.16%) SAP Business One
7 1 (0.16%) SAP ERP
7 1 (0.16%) SimCorp Dimension
Cloud Services
1 355 (57.07%) Azure
2 183 (29.42%) AWS
3 179 (28.78%) Power Platform
4 106 (17.04%) Snowflake
5 100 (16.08%) GCP
6 83 (13.34%) Azure Data Factory
7 70 (11.25%) Azure Synapse Analytics
8 55 (8.84%) SaaS
9 52 (8.36%) dbt
10 44 (7.07%) Serverless
11 41 (6.59%) AWS Lambda
12 38 (6.11%) Amazon S3
13 36 (5.79%) Azure DevOps
14 25 (4.02%) GitHub
15 20 (3.22%) Fivetran
16 18 (2.89%) Amazon EMR
16 18 (2.89%) AWS Step Functions
17 16 (2.57%) AWS CloudFormation
17 16 (2.57%) Azure Cosmos DB
18 15 (2.41%) OCI
Communications & Networking
1 2 (0.32%) Broadband
1 2 (0.32%) Kerberos
2 1 (0.16%) Network Security
Database & Business Intelligence
1 167 (26.85%) Power BI
2 138 (22.19%) Data Lake
3 94 (15.11%) SQL Server
4 59 (9.49%) Amazon Redshift
5 58 (9.32%) Metadata
6 51 (8.20%) Tableau
7 48 (7.72%) Big Data
8 42 (6.75%) Azure SQL Database
8 42 (6.75%) NoSQL
8 42 (6.75%) SQL Server Integration Services
9 38 (6.11%) PostgreSQL
10 37 (5.95%) Relational Database
11 36 (5.79%) Hadoop
11 36 (5.79%) MySQL
12 31 (4.98%) SQL Server Reporting Services
13 30 (4.82%) Azure SQL Data Warehouse
14 28 (4.50%) Data Mining
15 27 (4.34%) SQL Server Analysis Services
16 25 (4.02%) DynamoDB
17 23 (3.70%) RDBMS
Development Applications
1 42 (6.75%) Git
2 17 (2.73%) JIRA
3 8 (1.29%) Jenkins
4 7 (1.13%) ERwin
4 7 (1.13%) PowerDesigner
5 6 (0.96%) Visual Studio
6 5 (0.80%) ER Studio
6 5 (0.80%) git-flow
7 4 (0.64%) MLflow
8 3 (0.48%) GitLab
8 3 (0.48%) Selenium
9 2 (0.32%) Bitbucket
9 2 (0.32%) JMeter
9 2 (0.32%) LoadRunner
9 2 (0.32%) REST Assured
9 2 (0.32%) Subversion
9 2 (0.32%) TestRail
10 1 (0.16%) SonarQube
General
1 222 (35.69%) Social Skills
2 176 (28.30%) Finance
3 136 (21.86%) Analytical Skills
4 83 (13.34%) Law
5 57 (9.16%) Retail
6 50 (8.04%) Marketing
7 33 (5.31%) Public Sector
8 29 (4.66%) Banking
9 25 (4.02%) Inclusion and Diversity
10 22 (3.54%) Games
10 22 (3.54%) Legal
11 15 (2.41%) Manufacturing
12 13 (2.09%) Local Government
13 12 (1.93%) Automotive
13 12 (1.93%) Front Office
14 11 (1.77%) Financial Institution
15 8 (1.29%) Telecoms
16 6 (0.96%) Advertising
16 6 (0.96%) Documentation Skills
17 5 (0.80%) Influencing Skills
Job Titles
1 219 (35.21%) Data Engineer
2 177 (28.46%) Senior
3 135 (21.70%) Architect
4 116 (18.65%) Data Architect
5 102 (16.40%) Senior Data Engineer
6 64 (10.29%) Developer
7 57 (9.16%) Lead
8 51 (8.20%) Azure Engineer
9 50 (8.04%) Azure Data Engineer
10 42 (6.75%) Analyst
11 37 (5.95%) Senior Architect
12 28 (4.50%) Consultant
13 27 (4.34%) Senior Data Architect
14 25 (4.02%) Azure Architect
15 22 (3.54%) AWS Engineer
15 22 (3.54%) Azure Data Architect
16 19 (3.05%) AWS Data Engineer
16 19 (3.05%) Lead Data Engineer
17 18 (2.89%) Data Analyst
17 18 (2.89%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 55 (8.84%) Kafka
2 38 (6.11%) PySpark
3 13 (2.09%) Pandas
4 12 (1.93%) XML
5 11 (1.77%) Middleware
5 11 (1.77%) Spring
6 10 (1.61%) .NET
6 10 (1.61%) AngularJS
6 10 (1.61%) CSS
6 10 (1.61%) GraphQL
6 10 (1.61%) JSON
7 9 (1.45%) React
8 8 (1.29%) boto
8 8 (1.29%) REST
8 8 (1.29%) scikit-learn
8 8 (1.29%) Spark Streaming
9 7 (1.13%) AWS CDK
10 6 (0.96%) NumPy
11 5 (0.80%) RabbitMQ
11 5 (0.80%) Web Services
Miscellaneous
1 41 (6.59%) Management Information System
2 38 (6.11%) Product Ownership
3 29 (4.66%) Enterprise Software
4 27 (4.34%) Distributed Systems
5 21 (3.38%) Cloud Native
6 20 (3.22%) Data Structures
7 16 (2.57%) Reinsurance
8 15 (2.41%) Reference Data
9 14 (2.25%) Greenfield Project
9 14 (2.25%) NHS
10 12 (1.93%) Hybrid Cloud
10 12 (1.93%) Legacy Systems
11 11 (1.77%) Hedge funds
11 11 (1.77%) Low-Code
11 11 (1.77%) Self-Motivation
12 10 (1.61%) FMCG
13 8 (1.29%) Analytical Mindset
13 8 (1.29%) Blockchain
13 8 (1.29%) e-Learning
13 8 (1.29%) PMI
Operating Systems
1 3 (0.48%) Android
1 3 (0.48%) Apple iOS
1 3 (0.48%) Linux
1 3 (0.48%) Unix
Processes & Methodologies
1 370 (59.49%) Data Modelling
2 329 (52.89%) ETL
3 276 (44.37%) Analytics
4 261 (41.96%) Data Engineering
5 241 (38.75%) Business Intelligence
6 208 (33.44%) Data Pipeline
7 188 (30.23%) Data Governance
8 151 (24.28%) Agile
8 151 (24.28%) Data Integration
9 141 (22.67%) Data Architecture
10 136 (21.86%) Problem-Solving
11 133 (21.38%) CI/CD
12 128 (20.58%) AI
12 128 (20.58%) Mentoring
13 123 (19.77%) Data Science
14 113 (18.17%) Data Management
15 111 (17.85%) Decision-Making
16 106 (17.04%) DevOps
17 90 (14.47%) Roadmaps
18 88 (14.15%) Machine Learning
Programming Languages
1 395 (63.50%) SQL
2 276 (44.37%) Python
3 56 (9.00%) Java
4 34 (5.47%) Scala
5 32 (5.14%) Data Analysis Expressions
6 24 (3.86%) C#
7 18 (2.89%) T-SQL
8 16 (2.57%) PowerShell
9 14 (2.25%) R
10 6 (0.96%) JavaScript
10 6 (0.96%) PL/SQL
10 6 (0.96%) TypeScript
10 6 (0.96%) VBA
11 4 (0.64%) ANSI SQL
11 4 (0.64%) Fortran
12 3 (0.48%) Kotlin
12 3 (0.48%) Swift
Qualifications
1 59 (9.49%) Degree
2 35 (5.63%) Computer Science Degree
3 19 (3.05%) Microsoft Certification
4 17 (2.73%) Azure Certification
5 16 (2.57%) Security Cleared
6 12 (1.93%) AWS Certification
7 11 (1.77%) Master's Degree
7 11 (1.77%) PMI Certification
7 11 (1.77%) SC Cleared
8 9 (1.45%) TOGAF Certification
9 7 (1.13%) DBS Check
9 7 (1.13%) SnowPro
10 5 (0.80%) SAP Certification
11 4 (0.64%) AWS Certified Solutions Architect
12 3 (0.48%) CITP
12 3 (0.48%) MCSE
12 3 (0.48%) PMP
13 2 (0.32%) HNC
13 2 (0.32%) HND
13 2 (0.32%) MCSA
Quality Assurance & Compliance
1 151 (24.28%) Data Quality
2 49 (7.88%) Accessibility
2 49 (7.88%) GDPR
3 31 (4.98%) QA
4 11 (1.77%) ISO/IEC 27001
5 5 (0.80%) California Consumer Privacy Act
5 5 (0.80%) HIPAA
6 4 (0.64%) NIST
6 4 (0.64%) Sarbanes-Oxley
7 2 (0.32%) 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%) NCSC
8 1 (0.16%) PERC
8 1 (0.16%) SNOMED CT
8 1 (0.16%) SOC 2
System Software
1 27 (4.34%) Docker
2 9 (1.45%) HDFS
3 5 (0.80%) Active Directory
4 2 (0.32%) Firmware
5 1 (0.16%) Hyper-V
5 1 (0.16%) VMware Infrastructure
Systems Management
1 18 (2.89%) Kubernetes
1 18 (2.89%) Terraform
2 2 (0.32%) Control-M
2 2 (0.32%) Microsoft Intune
3 1 (0.16%) Ansible
Vendors
1 149 (23.95%) Microsoft
2 144 (23.15%) Databricks
3 42 (6.75%) Oracle
4 36 (5.79%) Informatica
5 31 (4.98%) SAP
6 25 (4.02%) Google
6 25 (4.02%) Talend
7 13 (2.09%) Salesforce
8 10 (1.61%) Dataiku
9 9 (1.45%) Ariba
9 9 (1.45%) OpenAI
10 8 (1.29%) CrowdStrike
10 8 (1.29%) Fortinet
10 8 (1.29%) Palo Alto
11 6 (0.96%) Dell
11 6 (0.96%) Foundry
11 6 (0.96%) IBM
11 6 (0.96%) MuleSoft
12 5 (0.80%) Alteryx
12 5 (0.80%) Netezza