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

6 months to
16 Jan 2026
Same period 2025 Same period 2024
Rank 194 153 111
Rank change year-on-year -41 -42 +2
Permanent jobs citing Data Warehouse 603 923 1,350
As % of all permanent jobs in England 1.13% 1.92% 2.72%
As % of the Database & Business Intelligence category 10.29% 10.72% 13.41%
Number of salaries quoted 383 489 1,048
10th Percentile £46,500 £42,100 £41,250
25th Percentile £56,250 £51,250 £46,250
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 £86,250 £81,250
90th Percentile £107,000 £105,000 £100,000
UK median annual salary £70,000 £67,500 £60,000
% change year-on-year +3.70% +12.50% -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 5,861 8,608 10,070
As % of all permanent jobs advertised in England 10.98% 17.91% 20.29%
Number of salaries quoted 3,878 4,834 8,045
10th Percentile £35,000 £38,750 £36,250
25th Percentile £42,780 £48,750 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -6.29%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £100,000 £115,000 £96,539
UK median annual salary £60,000 £64,000 £60,000
% change year-on-year -6.25% +6.67% -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 16 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 16 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 +5 322 £82,500 +10.00% 100
South East -80 81 £63,500 +5.83% 111
North of England -13 79 £61,250 +22.50% 52
Midlands +6 65 £62,000 -0.80% 51
West Midlands +13 55 £62,000 -0.80% 24
North West +4 44 £60,000 +20.00% 24
Yorkshire -21 31 £60,000 +26.32% 22
East of England +31 27 £50,000 - 32
South West -2 21 £64,350 -8.07% 21
East Midlands -18 10 £66,250 +1.92% 26
North East 0 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 (10.45%) Apache Spark
2 31 (5.14%) Apache
3 25 (4.15%) Apache Airflow
4 10 (1.66%) SharePoint
5 5 (0.83%) Confluence
6 3 (0.50%) Apache Superset
6 3 (0.50%) SAS
7 2 (0.33%) Oracle Application Server
8 1 (0.17%) Microsoft Exchange
Applications
1 27 (4.48%) Microsoft Excel
2 20 (3.32%) Maya
3 10 (1.66%) Microsoft Office
4 3 (0.50%) Microsoft PowerPoint
4 3 (0.50%) Spreadsheet
Business Applications
1 16 (2.65%) SAP S/4HANA
2 7 (1.16%) Dynamics CRM
2 7 (1.16%) SAP IBP
3 4 (0.66%) Markit EDM
4 3 (0.50%) Aladdin
5 2 (0.33%) Payment Gateway
6 1 (0.17%) Cognos Business Intelligence
6 1 (0.17%) Oracle ERP
6 1 (0.17%) SAP Business One
6 1 (0.17%) SAP ERP
6 1 (0.17%) SimCorp Dimension
6 1 (0.17%) Sparx Enterprise Architect
Cloud Services
1 337 (55.89%) Azure
2 185 (30.68%) Power Platform
3 170 (28.19%) AWS
4 110 (18.24%) Snowflake
5 88 (14.59%) GCP
6 87 (14.43%) Azure Data Factory
7 73 (12.11%) Azure Synapse Analytics
8 56 (9.29%) SaaS
9 52 (8.62%) dbt
10 48 (7.96%) Serverless
11 44 (7.30%) AWS Lambda
12 39 (6.47%) Amazon S3
13 36 (5.97%) Azure DevOps
14 25 (4.15%) GitHub
15 20 (3.32%) AWS Step Functions
15 20 (3.32%) Fivetran
16 16 (2.65%) Amazon EMR
16 16 (2.65%) AWS CloudFormation
16 16 (2.65%) Azure Cosmos DB
17 15 (2.49%) Amazon Kinesis
Communications & Networking
1 2 (0.33%) Broadband
1 2 (0.33%) Kerberos
Database & Business Intelligence
1 172 (28.52%) Power BI
2 141 (23.38%) Data Lake
3 96 (15.92%) SQL Server
4 60 (9.95%) Metadata
5 59 (9.78%) Amazon Redshift
6 53 (8.79%) Tableau
7 45 (7.46%) SQL Server Integration Services
8 44 (7.30%) Azure SQL Database
9 43 (7.13%) Big Data
10 38 (6.30%) PostgreSQL
11 37 (6.14%) NoSQL
12 35 (5.80%) MySQL
12 35 (5.80%) Relational Database
13 33 (5.47%) Hadoop
13 33 (5.47%) SQL Server Reporting Services
14 30 (4.98%) Azure SQL Data Warehouse
15 29 (4.81%) SQL Server Analysis Services
16 28 (4.64%) Data Mining
17 25 (4.15%) DynamoDB
18 24 (3.98%) BigQuery
Development Applications
1 43 (7.13%) Git
2 17 (2.82%) JIRA
3 8 (1.33%) ERwin
3 8 (1.33%) Jenkins
3 8 (1.33%) PowerDesigner
4 6 (1.00%) Visual Studio
5 5 (0.83%) ER Studio
5 5 (0.83%) git-flow
6 4 (0.66%) MLflow
7 3 (0.50%) GitLab
7 3 (0.50%) Selenium
8 2 (0.33%) Bitbucket
8 2 (0.33%) DBeaver
8 2 (0.33%) JMeter
8 2 (0.33%) LoadRunner
8 2 (0.33%) REST Assured
8 2 (0.33%) Subversion
8 2 (0.33%) TestRail
9 1 (0.17%) SonarQube
9 1 (0.17%) Zephyr
General
1 222 (36.82%) Social Skills
2 182 (30.18%) Finance
3 132 (21.89%) Analytical Skills
4 65 (10.78%) Law
5 46 (7.63%) Retail
6 35 (5.80%) Public Sector
7 34 (5.64%) Marketing
8 30 (4.98%) Banking
9 26 (4.31%) Inclusion and Diversity
10 22 (3.65%) Legal
11 21 (3.48%) Games
12 14 (2.32%) Manufacturing
13 13 (2.16%) Local Government
14 12 (1.99%) Front Office
15 11 (1.82%) Automotive
15 11 (1.82%) Financial Institution
16 7 (1.16%) Documentation Skills
16 7 (1.16%) Telecoms
17 6 (1.00%) Advertising
18 4 (0.66%) Billing
Job Titles
1 213 (35.32%) Data Engineer
2 157 (26.04%) Senior
3 122 (20.23%) Architect
4 105 (17.41%) Data Architect
5 95 (15.75%) Senior Data Engineer
6 64 (10.61%) Developer
7 54 (8.96%) Lead
8 43 (7.13%) Azure Engineer
9 42 (6.97%) Azure Data Engineer
10 39 (6.47%) Analyst
11 27 (4.48%) Azure Architect
11 27 (4.48%) Consultant
12 24 (3.98%) Azure Data Architect
13 23 (3.81%) Senior Architect
14 22 (3.65%) AWS Engineer
15 19 (3.15%) AWS Data Engineer
15 19 (3.15%) Lead Data Engineer
16 17 (2.82%) Data Analyst
16 17 (2.82%) Data Manager
17 16 (2.65%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 53 (8.79%) Kafka
2 39 (6.47%) PySpark
3 13 (2.16%) Pandas
4 11 (1.82%) Spring
4 11 (1.82%) XML
5 10 (1.66%) .NET
5 10 (1.66%) AngularJS
5 10 (1.66%) CSS
5 10 (1.66%) GraphQL
5 10 (1.66%) Middleware
6 9 (1.49%) JSON
6 9 (1.49%) React
7 8 (1.33%) boto
7 8 (1.33%) REST
7 8 (1.33%) scikit-learn
7 8 (1.33%) Spark Streaming
8 7 (1.16%) AWS CDK
9 6 (1.00%) NumPy
10 5 (0.83%) RabbitMQ
10 5 (0.83%) Web Services
Miscellaneous
1 41 (6.80%) Management Information System
2 37 (6.14%) Product Ownership
3 28 (4.64%) Enterprise Software
4 26 (4.31%) Distributed Systems
5 20 (3.32%) Data Structures
6 19 (3.15%) Cloud Native
7 15 (2.49%) Reference Data
7 15 (2.49%) Reinsurance
8 14 (2.32%) Greenfield Project
8 14 (2.32%) NHS
9 13 (2.16%) Legacy Systems
10 12 (1.99%) Low-Code
11 11 (1.82%) Hedge funds
11 11 (1.82%) Hybrid Cloud
11 11 (1.82%) Self-Motivation
12 10 (1.66%) Analytical Mindset
13 8 (1.33%) Blockchain
13 8 (1.33%) e-Learning
13 8 (1.33%) FMCG
14 7 (1.16%) PMI
Operating Systems
1 3 (0.50%) Android
1 3 (0.50%) Apple iOS
1 3 (0.50%) Linux
1 3 (0.50%) Unix
Processes & Methodologies
1 345 (57.21%) Data Modelling
2 324 (53.73%) ETL
3 277 (45.94%) Analytics
4 250 (41.46%) Data Engineering
5 243 (40.30%) Business Intelligence
6 197 (32.67%) Data Pipeline
7 182 (30.18%) Data Governance
8 153 (25.37%) Agile
9 139 (23.05%) Data Integration
10 135 (22.39%) Problem-Solving
11 134 (22.22%) Data Architecture
12 124 (20.56%) CI/CD
13 116 (19.24%) Decision-Making
14 115 (19.07%) AI
15 114 (18.91%) Data Management
16 112 (18.57%) Mentoring
17 109 (18.08%) Data Science
18 104 (17.25%) DevOps
19 77 (12.77%) Roadmaps
20 76 (12.60%) Data Strategy
Programming Languages
1 388 (64.34%) SQL
2 266 (44.11%) Python
3 54 (8.96%) Java
4 33 (5.47%) Scala
5 32 (5.31%) Data Analysis Expressions
6 24 (3.98%) C#
7 19 (3.15%) T-SQL
8 16 (2.65%) PowerShell
9 14 (2.32%) R
10 6 (1.00%) JavaScript
10 6 (1.00%) TypeScript
10 6 (1.00%) VBA
11 5 (0.83%) PL/SQL
12 4 (0.66%) ANSI SQL
13 3 (0.50%) Kotlin
13 3 (0.50%) Swift
14 2 (0.33%) Fortran
Qualifications
1 59 (9.78%) Degree
2 35 (5.80%) Computer Science Degree
3 20 (3.32%) Microsoft Certification
4 17 (2.82%) Azure Certification
4 17 (2.82%) Security Cleared
5 13 (2.16%) AWS Certification
6 12 (1.99%) SC Cleared
7 10 (1.66%) Master's Degree
7 10 (1.66%) PMI Certification
7 10 (1.66%) TOGAF Certification
8 7 (1.16%) DBS Check
8 7 (1.16%) SnowPro
9 5 (0.83%) AWS Certified Solutions Architect
9 5 (0.83%) CITP
9 5 (0.83%) SAP Certification
10 3 (0.50%) MCSE
10 3 (0.50%) PMP
11 2 (0.33%) HNC
11 2 (0.33%) HND
11 2 (0.33%) MCSA
Quality Assurance & Compliance
1 148 (24.54%) Data Quality
2 49 (8.13%) Accessibility
3 46 (7.63%) GDPR
4 31 (5.14%) QA
5 11 (1.82%) ISO/IEC 27001
6 5 (0.83%) California Consumer Privacy Act
7 4 (0.66%) HIPAA
7 4 (0.66%) NIST
8 3 (0.50%) Sarbanes-Oxley
9 2 (0.33%) SEPA
10 1 (0.17%) Cyber Essentials
10 1 (0.17%) GAAP
10 1 (0.17%) IASME
10 1 (0.17%) IFRS
10 1 (0.17%) IFRS 17
10 1 (0.17%) NCSC
10 1 (0.17%) PERC
10 1 (0.17%) SLA
10 1 (0.17%) SOC 2
10 1 (0.17%) Software Quality Assurance
System Software
1 24 (3.98%) Docker
2 9 (1.49%) HDFS
3 5 (0.83%) Active Directory
4 2 (0.33%) Firmware
5 1 (0.17%) Hyper-V
5 1 (0.17%) VMware Infrastructure
Systems Management
1 17 (2.82%) Kubernetes
1 17 (2.82%) Terraform
2 2 (0.33%) Control-M
2 2 (0.33%) Microsoft Intune
3 1 (0.17%) Ansible
Vendors
1 155 (25.70%) Microsoft
2 143 (23.71%) Databricks
3 43 (7.13%) Oracle
4 38 (6.30%) Informatica
5 27 (4.48%) SAP
6 25 (4.15%) Google
7 24 (3.98%) Talend
8 13 (2.16%) Salesforce
9 10 (1.66%) Dataiku
10 9 (1.49%) OpenAI
11 8 (1.33%) Ariba
11 8 (1.33%) CrowdStrike
11 8 (1.33%) Fortinet
11 8 (1.33%) Palo Alto
12 6 (1.00%) Alteryx
12 6 (1.00%) Dell
12 6 (1.00%) Foundry
12 6 (1.00%) IBM
12 6 (1.00%) MuleSoft
13 5 (0.83%) Planon