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

6 months to
28 Jan 2026
Same period 2025 Same period 2024
Rank 211 150 114
Rank change year-on-year -61 -36 +3
Permanent jobs citing Data Warehouse 576 907 1,563
As % of all permanent jobs in England 1.04% 1.92% 2.58%
As % of the Database & Business Intelligence category 9.84% 10.68% 13.14%
Number of salaries quoted 354 478 1,242
10th Percentile £46,250 £42,500 £41,250
25th Percentile £56,250 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £67,500 £60,000
Median % change year-on-year +3.70% +12.50% -7.69%
75th Percentile £87,500 £87,073 £79,219
90th Percentile £110,000 £105,000 £100,000
UK median annual salary £70,000 £65,750 £60,000
% change year-on-year +6.46% +9.58% -7.69%

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 5,856 8,489 11,899
As % of all permanent jobs advertised in England 10.55% 17.98% 19.68%
Number of salaries quoted 3,818 4,734 9,720
10th Percentile £35,000 £38,500 £35,500
25th Percentile £43,750 £48,750 £44,702
Median annual salary (50th Percentile) £60,000 £65,000 £59,556
Median % change year-on-year -7.69% +9.14% -8.38%
75th Percentile £80,000 £87,500 £77,500
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £65,000 £57,547
% change year-on-year -7.69% +12.95% -7.92%

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 28 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 28 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 -14 320 £83,000 +10.67% 97
South East -87 79 £65,000 +1.96% 110
North of England -35 61 £60,000 +20.00% 55
Midlands -20 60 £62,000 -0.80% 51
West Midlands +14 54 £62,000 -0.80% 30
North West -5 37 £60,000 +20.00% 30
East of England +29 28 £50,000 - 39
Yorkshire -46 22 £60,000 +17.07% 19
South West -3 20 £64,350 +17.00% 28
East Midlands -25 6 £61,250 -5.77% 20
North East -10 2 £77,500 - 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 61 (10.59%) Apache Spark
2 30 (5.21%) Apache
3 29 (5.03%) Apache Airflow
4 9 (1.56%) SharePoint
5 6 (1.04%) Confluence
6 3 (0.52%) Apache Superset
6 3 (0.52%) SAS
7 2 (0.35%) Oracle Application Server
8 1 (0.17%) Microsoft Exchange
8 1 (0.17%) WordPress
Applications
1 24 (4.17%) Microsoft Excel
2 20 (3.47%) Maya
3 12 (2.08%) Microsoft Office
4 3 (0.52%) Microsoft PowerPoint
4 3 (0.52%) Spreadsheet
Business Applications
1 15 (2.60%) SAP S/4HANA
2 7 (1.22%) Dynamics CRM
2 7 (1.22%) SAP IBP
3 4 (0.69%) Aladdin
3 4 (0.69%) Markit EDM
4 2 (0.35%) Payment Gateway
5 1 (0.17%) Cognos Business Intelligence
5 1 (0.17%) Oracle ERP
5 1 (0.17%) Oracle Financials
5 1 (0.17%) SAP Business One
5 1 (0.17%) SAP ERP
5 1 (0.17%) SimCorp Dimension
5 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 313 (54.34%) Azure
2 193 (33.51%) Power Platform
3 165 (28.65%) AWS
4 113 (19.62%) Snowflake
5 86 (14.93%) Azure Data Factory
6 80 (13.89%) GCP
7 72 (12.50%) Azure Synapse Analytics
8 56 (9.72%) SaaS
9 51 (8.85%) dbt
10 47 (8.16%) Serverless
11 43 (7.47%) AWS Lambda
12 38 (6.60%) Amazon S3
13 34 (5.90%) Azure DevOps
14 24 (4.17%) GitHub
15 20 (3.47%) AWS Step Functions
15 20 (3.47%) Fivetran
16 16 (2.78%) Amazon EMR
16 16 (2.78%) Azure Cosmos DB
16 16 (2.78%) OCI
16 16 (2.78%) Power Automate
Communications & Networking
1 3 (0.52%) Broadband
2 2 (0.35%) Kerberos
Database & Business Intelligence
1 179 (31.08%) Power BI
2 141 (24.48%) Data Lake
3 96 (16.67%) SQL Server
4 59 (10.24%) Metadata
5 56 (9.72%) Amazon Redshift
6 52 (9.03%) Tableau
7 44 (7.64%) Azure SQL Database
7 44 (7.64%) SQL Server Integration Services
8 41 (7.12%) Big Data
9 37 (6.42%) PostgreSQL
10 36 (6.25%) NoSQL
11 35 (6.08%) MySQL
12 34 (5.90%) Relational Database
13 32 (5.56%) SQL Server Reporting Services
14 31 (5.38%) Hadoop
15 29 (5.03%) Azure SQL Data Warehouse
15 29 (5.03%) Data Mining
16 27 (4.69%) SQL Server Analysis Services
17 25 (4.34%) DynamoDB
18 24 (4.17%) BigQuery
Development Applications
1 47 (8.16%) Git
2 14 (2.43%) JIRA
3 8 (1.39%) ERwin
3 8 (1.39%) Jenkins
3 8 (1.39%) PowerDesigner
3 8 (1.39%) Visual Studio
4 5 (0.87%) ER Studio
4 5 (0.87%) git-flow
5 4 (0.69%) MLflow
6 3 (0.52%) GitLab
6 3 (0.52%) Selenium
7 2 (0.35%) Bitbucket
7 2 (0.35%) DBeaver
7 2 (0.35%) JMeter
7 2 (0.35%) LoadRunner
7 2 (0.35%) REST Assured
7 2 (0.35%) Subversion
7 2 (0.35%) TestRail
8 1 (0.17%) SonarQube
8 1 (0.17%) TestDirector
General
1 220 (38.19%) Social Skills
2 189 (32.81%) Finance
3 132 (22.92%) Analytical Skills
4 59 (10.24%) Law
5 36 (6.25%) Public Sector
6 30 (5.21%) Banking
7 29 (5.03%) Retail
8 26 (4.51%) Marketing
9 24 (4.17%) Inclusion and Diversity
10 22 (3.82%) Legal
11 21 (3.65%) Games
12 15 (2.60%) Manufacturing
13 13 (2.26%) Front Office
13 13 (2.26%) Local Government
14 12 (2.08%) Automotive
15 11 (1.91%) Financial Institution
16 9 (1.56%) Documentation Skills
17 8 (1.39%) Telecoms
18 6 (1.04%) Advertising
19 5 (0.87%) Billing
Job Titles
1 194 (33.68%) Data Engineer
2 131 (22.74%) Senior
3 117 (20.31%) Architect
4 99 (17.19%) Data Architect
5 76 (13.19%) Senior Data Engineer
6 60 (10.42%) Developer
7 51 (8.85%) Lead
8 39 (6.77%) Analyst
9 29 (5.03%) Azure Architect
10 28 (4.86%) Azure Engineer
11 27 (4.69%) Azure Data Engineer
11 27 (4.69%) Consultant
12 25 (4.34%) Azure Data Architect
13 22 (3.82%) AWS Engineer
14 20 (3.47%) Lead Data Engineer
15 19 (3.30%) AWS Data Engineer
16 18 (3.13%) Senior Architect
17 17 (2.95%) Data Analyst
17 17 (2.95%) Data Manager
18 15 (2.60%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 53 (9.20%) Kafka
2 38 (6.60%) PySpark
3 12 (2.08%) Pandas
4 11 (1.91%) Spring
5 10 (1.74%) .NET
5 10 (1.74%) AngularJS
5 10 (1.74%) CSS
5 10 (1.74%) GraphQL
5 10 (1.74%) Middleware
6 9 (1.56%) React
6 9 (1.56%) REST
6 9 (1.56%) XML
7 8 (1.39%) boto
7 8 (1.39%) scikit-learn
7 8 (1.39%) Spark Streaming
8 7 (1.22%) AWS CDK
8 7 (1.22%) JSON
9 6 (1.04%) NumPy
10 5 (0.87%) RabbitMQ
10 5 (0.87%) Web Services
Miscellaneous
1 40 (6.94%) Management Information System
2 36 (6.25%) Product Ownership
3 28 (4.86%) Enterprise Software
4 26 (4.51%) Distributed Systems
5 20 (3.47%) Data Structures
6 18 (3.13%) Cloud Native
7 15 (2.60%) Reference Data
7 15 (2.60%) Reinsurance
8 14 (2.43%) Greenfield Project
8 14 (2.43%) NHS
9 13 (2.26%) Analytical Mindset
9 13 (2.26%) Hybrid Cloud
10 12 (2.08%) Legacy Systems
10 12 (2.08%) Low-Code
11 11 (1.91%) Hedge funds
11 11 (1.91%) Self-Motivation
12 8 (1.39%) Blockchain
12 8 (1.39%) e-Learning
13 7 (1.22%) FMCG
13 7 (1.22%) PMI
Operating Systems
1 4 (0.69%) Linux
2 3 (0.52%) Android
2 3 (0.52%) Apple iOS
2 3 (0.52%) Unix
Processes & Methodologies
1 325 (56.42%) Data Modelling
2 309 (53.65%) ETL
3 283 (49.13%) Analytics
4 248 (43.06%) Data Engineering
5 245 (42.53%) Business Intelligence
6 189 (32.81%) Data Pipeline
7 179 (31.08%) Data Governance
8 147 (25.52%) Agile
9 135 (23.44%) Problem-Solving
10 132 (22.92%) Data Integration
11 126 (21.88%) Data Architecture
12 115 (19.97%) AI
13 114 (19.79%) Decision-Making
14 111 (19.27%) Data Management
15 110 (19.10%) CI/CD
16 103 (17.88%) Data Science
16 103 (17.88%) Mentoring
17 99 (17.19%) DevOps
18 73 (12.67%) Roadmaps
19 70 (12.15%) Data Strategy
Programming Languages
1 371 (64.41%) SQL
2 247 (42.88%) Python
3 52 (9.03%) Java
4 34 (5.90%) Data Analysis Expressions
5 32 (5.56%) Scala
6 24 (4.17%) C#
7 18 (3.13%) T-SQL
8 15 (2.60%) PowerShell
9 13 (2.26%) R
10 6 (1.04%) TypeScript
10 6 (1.04%) VBA
11 5 (0.87%) JavaScript
11 5 (0.87%) PL/SQL
12 4 (0.69%) ANSI SQL
13 3 (0.52%) Kotlin
13 3 (0.52%) Swift
14 1 (0.17%) Bash
14 1 (0.17%) Fortran
14 1 (0.17%) PHP
Qualifications
1 66 (11.46%) Degree
2 37 (6.42%) Computer Science Degree
3 19 (3.30%) Microsoft Certification
3 19 (3.30%) Security Cleared
4 17 (2.95%) Azure Certification
5 14 (2.43%) SC Cleared
6 13 (2.26%) AWS Certification
6 13 (2.26%) Master's Degree
7 10 (1.74%) PMI Certification
7 10 (1.74%) TOGAF Certification
8 7 (1.22%) DBS Check
8 7 (1.22%) SnowPro
9 6 (1.04%) AWS Certified Solutions Architect
10 5 (0.87%) CITP
10 5 (0.87%) SAP Certification
11 3 (0.52%) MCSE
11 3 (0.52%) PMP
12 2 (0.35%) HNC
12 2 (0.35%) HND
12 2 (0.35%) MCSA
Quality Assurance & Compliance
1 143 (24.83%) Data Quality
2 50 (8.68%) Accessibility
3 47 (8.16%) GDPR
4 30 (5.21%) QA
5 12 (2.08%) ISO/IEC 27001
6 5 (0.87%) California Consumer Privacy Act
6 5 (0.87%) HIPAA
6 5 (0.87%) NIST
7 4 (0.69%) Sarbanes-Oxley
8 2 (0.35%) IFRS
8 2 (0.35%) IFRS 17
8 2 (0.35%) SEPA
8 2 (0.35%) Solvency II
9 1 (0.17%) GAAP
9 1 (0.17%) GRC
9 1 (0.17%) MiFID
9 1 (0.17%) NCSC
9 1 (0.17%) PERC
9 1 (0.17%) SOC 2
9 1 (0.17%) Software Quality Assurance
System Software
1 20 (3.47%) Docker
2 9 (1.56%) HDFS
3 4 (0.69%) Active Directory
4 2 (0.35%) Firmware
5 1 (0.17%) Hyper-V
5 1 (0.17%) VMware Infrastructure
Systems Management
1 18 (3.13%) Terraform
2 16 (2.78%) Kubernetes
3 2 (0.35%) Control-M
4 1 (0.17%) Ansible
4 1 (0.17%) Microsoft Intune
Vendors
1 153 (26.56%) Microsoft
2 140 (24.31%) Databricks
3 46 (7.99%) Oracle
4 41 (7.12%) Informatica
5 28 (4.86%) SAP
6 25 (4.34%) Talend
7 23 (3.99%) Google
8 13 (2.26%) Salesforce
9 10 (1.74%) Dataiku
10 9 (1.56%) OpenAI
11 8 (1.39%) Ariba
11 8 (1.39%) CrowdStrike
11 8 (1.39%) Fortinet
11 8 (1.39%) Palo Alto
12 7 (1.22%) Foundry
12 7 (1.22%) MuleSoft
13 6 (1.04%) Alteryx
13 6 (1.04%) Dell
13 6 (1.04%) IBM
14 5 (0.87%) Netezza