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

6 months to
4 Feb 2026
Same period 2025 Same period 2024
Rank 212 151 121
Rank change year-on-year -61 -30 -5
Permanent jobs citing Data Warehouse 570 885 1,585
As % of all permanent jobs in England 1.00% 1.92% 2.44%
As % of the Database & Business Intelligence category 9.61% 10.68% 12.60%
Number of salaries quoted 350 458 1,260
10th Percentile £47,500 £42,500 £41,250
25th Percentile £56,563 £52,500 £45,000
Median annual salary (50th Percentile) £70,000 £69,150 £60,000
Median % change year-on-year +1.23% +15.25% -7.69%
75th Percentile £87,500 £87,500 £77,500
90th Percentile £110,000 £107,500 £100,000
UK median annual salary £70,500 £68,000 £60,000
% change year-on-year +3.68% +13.33% -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 5,932 8,287 12,583
As % of all permanent jobs advertised in England 10.43% 18.01% 19.35%
Number of salaries quoted 3,841 4,664 10,370
10th Percentile £35,000 £38,150 £35,000
25th Percentile £43,497 £48,750 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -11.54%
75th Percentile £80,000 £87,500 £77,500
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £65,000 £57,500
% change year-on-year -7.69% +13.04% -8.00%

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 4 February 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 4 February 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 -7 316 £83,500 +7.74% 131
South East -83 80 £65,000 -7.14% 77
North of England -53 62 £60,000 +9.09% 53
Midlands -18 61 £62,000 -0.80% 42
West Midlands +17 54 £62,000 -0.80% 26
North West -10 36 £60,000 +11.63% 29
East of England +23 26 £55,000 -4.35% 16
Yorkshire -41 24 £60,000 +9.09% 19
South West -3 18 £64,350 +17.00% 15
East Midlands -18 7 £60,000 -7.69% 16
North East -13 2 £77,500 - 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 61 (10.70%) Apache Spark
2 30 (5.26%) Apache
3 28 (4.91%) Apache Airflow
4 10 (1.75%) SharePoint
5 6 (1.05%) Confluence
6 3 (0.53%) Apache Superset
6 3 (0.53%) Oracle Application Server
6 3 (0.53%) SAS
7 2 (0.35%) Palantir Foundry
8 1 (0.18%) Microsoft Exchange
8 1 (0.18%) WordPress
Applications
1 26 (4.56%) Microsoft Excel
2 19 (3.33%) Maya
3 13 (2.28%) Microsoft Office
4 3 (0.53%) Microsoft PowerPoint
4 3 (0.53%) Spreadsheet
Business Applications
1 13 (2.28%) SAP S/4HANA
2 6 (1.05%) SAP IBP
3 4 (0.70%) Markit EDM
4 3 (0.53%) Aladdin
4 3 (0.53%) Dynamics CRM
5 2 (0.35%) Oracle ERP
5 2 (0.35%) Payment Gateway
6 1 (0.18%) Cognos Business Intelligence
6 1 (0.18%) FLEXCUBE
6 1 (0.18%) Misys Opics
6 1 (0.18%) Oracle Financials
6 1 (0.18%) SAP Business One
6 1 (0.18%) SAP ERP
6 1 (0.18%) SimCorp Dimension
6 1 (0.18%) Sparx Enterprise Architect
Cloud Services
1 310 (54.39%) Azure
2 191 (33.51%) Power Platform
3 153 (26.84%) AWS
4 106 (18.60%) Snowflake
5 90 (15.79%) Azure Data Factory
6 73 (12.81%) GCP
7 71 (12.46%) Azure Synapse Analytics
8 51 (8.95%) SaaS
9 49 (8.60%) dbt
10 46 (8.07%) Serverless
11 42 (7.37%) AWS Lambda
12 36 (6.32%) Amazon S3
13 29 (5.09%) Azure DevOps
14 20 (3.51%) Power Automate
15 18 (3.16%) AWS Step Functions
15 18 (3.16%) GitHub
16 16 (2.81%) Amazon EMR
16 16 (2.81%) Azure Cosmos DB
16 16 (2.81%) Fivetran
16 16 (2.81%) OCI
Communications & Networking
1 3 (0.53%) Broadband
2 2 (0.35%) Kerberos
Database & Business Intelligence
1 177 (31.05%) Power BI
2 138 (24.21%) Data Lake
3 96 (16.84%) SQL Server
4 54 (9.47%) Metadata
5 48 (8.42%) Amazon Redshift
5 48 (8.42%) Tableau
6 47 (8.25%) SQL Server Integration Services
7 44 (7.72%) Azure SQL Database
8 40 (7.02%) Big Data
9 37 (6.49%) PostgreSQL
10 35 (6.14%) MySQL
11 34 (5.96%) NoSQL
12 33 (5.79%) Relational Database
12 33 (5.79%) SQL Server Reporting Services
13 30 (5.26%) Azure SQL Data Warehouse
13 30 (5.26%) Hadoop
14 29 (5.09%) Data Mining
15 26 (4.56%) SQL Server Analysis Services
16 24 (4.21%) DynamoDB
17 21 (3.68%) BigQuery
Development Applications
1 40 (7.02%) Git
2 13 (2.28%) JIRA
3 10 (1.75%) Visual Studio
4 8 (1.40%) ERwin
4 8 (1.40%) PowerDesigner
5 7 (1.23%) Jenkins
6 5 (0.88%) ER Studio
6 5 (0.88%) git-flow
7 4 (0.70%) MLflow
8 3 (0.53%) GitLab
8 3 (0.53%) Selenium
8 3 (0.53%) SQL Server Management Studio (SSMS)
9 2 (0.35%) Bitbucket
9 2 (0.35%) DBeaver
9 2 (0.35%) JMeter
9 2 (0.35%) LoadRunner
9 2 (0.35%) REST Assured
9 2 (0.35%) Subversion
9 2 (0.35%) TestRail
10 1 (0.18%) TestDirector
General
1 213 (37.37%) Social Skills
2 187 (32.81%) Finance
3 133 (23.33%) Analytical Skills
4 56 (9.82%) Law
5 36 (6.32%) Public Sector
6 29 (5.09%) Banking
7 25 (4.39%) Retail
8 22 (3.86%) Inclusion and Diversity
9 21 (3.68%) Legal
10 20 (3.51%) Marketing
11 19 (3.33%) Games
12 14 (2.46%) Manufacturing
13 13 (2.28%) Local Government
14 12 (2.11%) Front Office
15 11 (1.93%) Automotive
15 11 (1.93%) Financial Institution
16 10 (1.75%) Documentation Skills
17 7 (1.23%) Telecoms
18 6 (1.05%) Advertising
19 5 (0.88%) Billing
Job Titles
1 190 (33.33%) Data Engineer
2 128 (22.46%) Senior
3 116 (20.35%) Architect
4 99 (17.37%) Data Architect
5 73 (12.81%) Senior Data Engineer
6 60 (10.53%) Developer
7 50 (8.77%) Lead
8 36 (6.32%) Analyst
9 30 (5.26%) Azure Architect
9 30 (5.26%) Azure Engineer
10 29 (5.09%) Azure Data Engineer
11 27 (4.74%) Consultant
12 26 (4.56%) Azure Data Architect
13 22 (3.86%) AWS Engineer
14 20 (3.51%) Lead Data Engineer
15 19 (3.33%) AWS Data Engineer
16 18 (3.16%) Business Intelligence Developer
17 17 (2.98%) Data Analyst
17 17 (2.98%) Data Manager
17 17 (2.98%) Senior Architect
Libraries, Frameworks & Software Standards
1 51 (8.95%) Kafka
2 38 (6.67%) PySpark
3 10 (1.75%) .NET
3 10 (1.75%) CSS
3 10 (1.75%) Spring
4 9 (1.58%) AngularJS
4 9 (1.58%) GraphQL
4 9 (1.58%) Middleware
4 9 (1.58%) React
4 9 (1.58%) REST
5 8 (1.40%) boto
5 8 (1.40%) Pandas
5 8 (1.40%) Spark Streaming
6 7 (1.23%) XML
7 6 (1.05%) AWS CDK
7 6 (1.05%) JSON
8 5 (0.88%) EDI
8 5 (0.88%) Material-UI
8 5 (0.88%) RabbitMQ
8 5 (0.88%) Web Services
Miscellaneous
1 40 (7.02%) Management Information System
2 35 (6.14%) Product Ownership
3 27 (4.74%) Enterprise Software
4 26 (4.56%) Distributed Systems
5 19 (3.33%) Data Structures
6 18 (3.16%) Cloud Native
7 16 (2.81%) Greenfield Project
8 15 (2.63%) Legacy Systems
9 14 (2.46%) Analytical Mindset
9 14 (2.46%) NHS
9 14 (2.46%) Reference Data
9 14 (2.46%) Reinsurance
10 13 (2.28%) Hybrid Cloud
11 12 (2.11%) Low-Code
12 10 (1.75%) Hedge funds
13 9 (1.58%) Self-Motivation
14 8 (1.40%) Blockchain
14 8 (1.40%) e-Learning
15 6 (1.05%) Fixed Income
15 6 (1.05%) PMI
Operating Systems
1 4 (0.70%) Linux
2 3 (0.53%) Android
2 3 (0.53%) Apple iOS
2 3 (0.53%) Unix
Processes & Methodologies
1 327 (57.37%) Data Modelling
2 302 (52.98%) ETL
3 277 (48.60%) Analytics
4 249 (43.68%) Data Engineering
5 244 (42.81%) Business Intelligence
6 182 (31.93%) Data Pipeline
7 177 (31.05%) Data Governance
8 142 (24.91%) Agile
9 139 (24.39%) Problem-Solving
10 136 (23.86%) Data Integration
11 123 (21.58%) Data Architecture
12 119 (20.88%) Decision-Making
13 111 (19.47%) AI
14 109 (19.12%) Data Management
15 108 (18.95%) CI/CD
16 105 (18.42%) Mentoring
17 103 (18.07%) Data Science
18 93 (16.32%) DevOps
19 70 (12.28%) Roadmaps
20 69 (12.11%) Stakeholder Management
Programming Languages
1 367 (64.39%) SQL
2 241 (42.28%) Python
3 51 (8.95%) Java
4 31 (5.44%) Scala
5 29 (5.09%) Data Analysis Expressions
6 24 (4.21%) C#
7 18 (3.16%) T-SQL
8 14 (2.46%) PowerShell
8 14 (2.46%) R
9 6 (1.05%) TypeScript
9 6 (1.05%) VBA
10 5 (0.88%) JavaScript
10 5 (0.88%) PL/SQL
11 4 (0.70%) ANSI SQL
12 3 (0.53%) Kotlin
12 3 (0.53%) Swift
13 1 (0.18%) Bash
13 1 (0.18%) Bicep
13 1 (0.18%) PHP
Qualifications
1 64 (11.23%) Degree
2 37 (6.49%) Computer Science Degree
3 19 (3.33%) Security Cleared
4 18 (3.16%) Microsoft Certification
5 16 (2.81%) Azure Certification
6 14 (2.46%) SC Cleared
7 13 (2.28%) Master's Degree
8 12 (2.11%) AWS Certification
9 10 (1.75%) TOGAF Certification
10 9 (1.58%) PMI Certification
11 7 (1.23%) DBS Check
12 6 (1.05%) AWS Certified Solutions Architect
12 6 (1.05%) SnowPro
13 5 (0.88%) CITP
13 5 (0.88%) SAP Certification
14 3 (0.53%) MCSE
14 3 (0.53%) PMP
15 2 (0.35%) HNC
15 2 (0.35%) HND
15 2 (0.35%) MCSA
Quality Assurance & Compliance
1 145 (25.44%) Data Quality
2 49 (8.60%) Accessibility
3 46 (8.07%) GDPR
4 28 (4.91%) QA
5 12 (2.11%) ISO/IEC 27001
6 5 (0.88%) California Consumer Privacy Act
6 5 (0.88%) NIST
7 4 (0.70%) HIPAA
7 4 (0.70%) Sarbanes-Oxley
8 2 (0.35%) GRC
8 2 (0.35%) IFRS
8 2 (0.35%) IFRS 17
8 2 (0.35%) SEPA
8 2 (0.35%) Solvency II
9 1 (0.18%) GAAP
9 1 (0.18%) MiFID
9 1 (0.18%) NCSC
9 1 (0.18%) PERC
9 1 (0.18%) SOC 2
9 1 (0.18%) Software Quality Assurance
System Software
1 20 (3.51%) Docker
2 9 (1.58%) HDFS
3 4 (0.70%) Active Directory
4 2 (0.35%) Firmware
5 1 (0.18%) Hyper-V
5 1 (0.18%) VMware Infrastructure
Systems Management
1 17 (2.98%) Kubernetes
1 17 (2.98%) Terraform
2 2 (0.35%) Control-M
3 1 (0.18%) Ansible
3 1 (0.18%) Microsoft Intune
3 1 (0.18%) Single Sign-On
Vendors
1 157 (27.54%) Microsoft
2 141 (24.74%) Databricks
3 48 (8.42%) Oracle
4 42 (7.37%) Informatica
5 26 (4.56%) SAP
6 21 (3.68%) Talend
7 18 (3.16%) Google
8 10 (1.75%) Dataiku
9 9 (1.58%) Salesforce
10 8 (1.40%) CrowdStrike
10 8 (1.40%) Fortinet
10 8 (1.40%) Foundry
10 8 (1.40%) Palo Alto
11 7 (1.23%) Ariba
11 7 (1.23%) MuleSoft
12 6 (1.05%) Dell
12 6 (1.05%) IBM
12 6 (1.05%) OpenAI
13 5 (0.88%) Netezza
13 5 (0.88%) Planon