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

6 months to
23 Jan 2026
Same period 2025 Same period 2024
Rank 207 148 112
Rank change year-on-year -59 -36 +2
Permanent jobs citing Data Warehouse 588 924 1,505
As % of all permanent jobs in England 1.07% 1.93% 2.65%
As % of the Database & Business Intelligence category 10.00% 10.80% 13.36%
Number of salaries quoted 370 494 1,192
10th Percentile £46,250 £42,500 £41,250
25th Percentile £56,250 £51,250 £45,019
Median annual salary (50th Percentile) £70,000 £65,000 £60,000
Median % change year-on-year +7.69% +8.33% -7.69%
75th Percentile £87,500 £85,315 £80,000
90th Percentile £110,000 £104,625 £100,000
UK median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +8.33% -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 5,878 8,554 11,261
As % of all permanent jobs advertised in England 10.73% 17.88% 19.85%
Number of salaries quoted 3,853 4,798 9,126
10th Percentile £35,000 £38,000 £36,250
25th Percentile £43,750 £48,750 £45,000
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -6.98%
75th Percentile £81,000 £87,500 £77,500
90th Percentile £100,000 £115,000 £95,000
UK median annual salary £60,000 £64,500 £60,000
% change year-on-year -6.98% +7.50% -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 23 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 23 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 -9 320 £83,500 +11.33% 101
South East -87 78 £65,000 +8.33% 135
North of England -29 70 £60,000 +17.07% 77
Midlands -2 65 £62,000 -0.80% 71
West Midlands +9 55 £62,000 -0.80% 33
North West -6 41 £60,000 +20.00% 37
East of England +28 28 £50,000 - 52
Yorkshire -35 26 £60,000 +17.07% 32
South West -9 19 £64,350 +17.00% 43
East Midlands -16 10 £65,000 - 36
North East -7 3 £72,500 -6.45% 8
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 (10.37%) Apache Spark
2 30 (5.10%) Apache
3 28 (4.76%) Apache Airflow
4 10 (1.70%) SharePoint
5 6 (1.02%) Confluence
6 3 (0.51%) Apache Superset
6 3 (0.51%) SAS
7 2 (0.34%) Oracle Application Server
8 1 (0.17%) Microsoft Exchange
8 1 (0.17%) WordPress
Applications
1 26 (4.42%) Microsoft Excel
2 20 (3.40%) Maya
3 11 (1.87%) Microsoft Office
4 3 (0.51%) Microsoft PowerPoint
4 3 (0.51%) Spreadsheet
Business Applications
1 15 (2.55%) SAP S/4HANA
2 7 (1.19%) Dynamics CRM
2 7 (1.19%) SAP IBP
3 4 (0.68%) Aladdin
3 4 (0.68%) Markit EDM
4 2 (0.34%) 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
1 323 (54.93%) Azure
2 190 (32.31%) Power Platform
3 164 (27.89%) AWS
4 111 (18.88%) Snowflake
5 86 (14.63%) Azure Data Factory
6 80 (13.61%) GCP
7 71 (12.07%) Azure Synapse Analytics
8 56 (9.52%) SaaS
9 54 (9.18%) dbt
10 46 (7.82%) Serverless
11 42 (7.14%) AWS Lambda
12 37 (6.29%) Amazon S3
13 35 (5.95%) Azure DevOps
14 25 (4.25%) GitHub
15 20 (3.40%) AWS Step Functions
15 20 (3.40%) Fivetran
16 16 (2.72%) Amazon EMR
16 16 (2.72%) AWS CloudFormation
16 16 (2.72%) Azure Cosmos DB
16 16 (2.72%) OCI
Communications & Networking
1 3 (0.51%) Broadband
2 2 (0.34%) Kerberos
Database & Business Intelligence
1 176 (29.93%) Power BI
2 141 (23.98%) Data Lake
3 97 (16.50%) SQL Server
4 59 (10.03%) Metadata
5 56 (9.52%) Amazon Redshift
6 52 (8.84%) Tableau
7 45 (7.65%) SQL Server Integration Services
8 43 (7.31%) Azure SQL Database
9 42 (7.14%) Big Data
10 37 (6.29%) PostgreSQL
11 36 (6.12%) NoSQL
12 35 (5.95%) MySQL
12 35 (5.95%) Relational Database
13 32 (5.44%) Hadoop
13 32 (5.44%) SQL Server Reporting Services
14 30 (5.10%) Data Mining
15 29 (4.93%) Azure SQL Data Warehouse
16 28 (4.76%) SQL Server Analysis Services
17 25 (4.25%) DynamoDB
18 24 (4.08%) BigQuery
Development Applications
1 46 (7.82%) Git
2 16 (2.72%) JIRA
3 8 (1.36%) ERwin
3 8 (1.36%) Jenkins
3 8 (1.36%) PowerDesigner
4 7 (1.19%) Visual Studio
5 5 (0.85%) ER Studio
5 5 (0.85%) git-flow
6 4 (0.68%) MLflow
7 3 (0.51%) GitLab
7 3 (0.51%) Selenium
8 2 (0.34%) Bitbucket
8 2 (0.34%) DBeaver
8 2 (0.34%) JMeter
8 2 (0.34%) LoadRunner
8 2 (0.34%) REST Assured
8 2 (0.34%) Subversion
8 2 (0.34%) TestRail
9 1 (0.17%) SonarQube
9 1 (0.17%) TestDirector
General
1 222 (37.76%) Social Skills
2 187 (31.80%) Finance
3 131 (22.28%) Analytical Skills
4 59 (10.03%) Law
5 39 (6.63%) Retail
6 36 (6.12%) Public Sector
7 30 (5.10%) Banking
8 27 (4.59%) Marketing
9 25 (4.25%) Inclusion and Diversity
10 22 (3.74%) Legal
11 21 (3.57%) Games
12 15 (2.55%) Manufacturing
13 13 (2.21%) Automotive
13 13 (2.21%) Local Government
14 12 (2.04%) Front Office
15 11 (1.87%) Financial Institution
16 8 (1.36%) Documentation Skills
16 8 (1.36%) Telecoms
17 6 (1.02%) Advertising
18 5 (0.85%) Billing
Job Titles
1 204 (34.69%) Data Engineer
2 141 (23.98%) Senior
3 117 (19.90%) Architect
4 99 (16.84%) Data Architect
5 86 (14.63%) Senior Data Engineer
6 61 (10.37%) Developer
7 53 (9.01%) Lead
8 39 (6.63%) Analyst
9 38 (6.46%) Azure Engineer
10 37 (6.29%) Azure Data Engineer
11 29 (4.93%) Azure Architect
12 27 (4.59%) Consultant
13 25 (4.25%) Azure Data Architect
14 21 (3.57%) AWS Engineer
15 19 (3.23%) Lead Data Engineer
16 18 (3.06%) AWS Data Engineer
16 18 (3.06%) Senior Architect
17 17 (2.89%) Data Analyst
17 17 (2.89%) Data Manager
18 15 (2.55%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 52 (8.84%) Kafka
2 38 (6.46%) PySpark
3 13 (2.21%) Pandas
4 11 (1.87%) Spring
5 10 (1.70%) .NET
5 10 (1.70%) AngularJS
5 10 (1.70%) CSS
5 10 (1.70%) GraphQL
5 10 (1.70%) Middleware
5 10 (1.70%) XML
6 9 (1.53%) React
6 9 (1.53%) REST
7 8 (1.36%) boto
7 8 (1.36%) JSON
7 8 (1.36%) scikit-learn
7 8 (1.36%) Spark Streaming
8 7 (1.19%) AWS CDK
9 6 (1.02%) NumPy
10 5 (0.85%) RabbitMQ
10 5 (0.85%) Web Services
Miscellaneous
1 39 (6.63%) Management Information System
2 36 (6.12%) Product Ownership
3 28 (4.76%) Enterprise Software
4 26 (4.42%) Distributed Systems
5 20 (3.40%) Data Structures
6 19 (3.23%) Cloud Native
7 15 (2.55%) Reference Data
7 15 (2.55%) Reinsurance
8 14 (2.38%) Greenfield Project
8 14 (2.38%) NHS
9 13 (2.21%) Hybrid Cloud
10 12 (2.04%) Analytical Mindset
10 12 (2.04%) Legacy Systems
10 12 (2.04%) Low-Code
11 11 (1.87%) Hedge funds
11 11 (1.87%) Self-Motivation
12 8 (1.36%) Blockchain
12 8 (1.36%) e-Learning
13 7 (1.19%) FMCG
13 7 (1.19%) PMI
Operating Systems
1 4 (0.68%) Linux
2 3 (0.51%) Android
2 3 (0.51%) Apple iOS
2 3 (0.51%) Unix
Processes & Methodologies
1 332 (56.46%) Data Modelling
2 311 (52.89%) ETL
3 283 (48.13%) Analytics
4 249 (42.35%) Data Engineering
5 244 (41.50%) Business Intelligence
6 188 (31.97%) Data Pipeline
7 179 (30.44%) Data Governance
8 151 (25.68%) Agile
9 136 (23.13%) Problem-Solving
10 132 (22.45%) Data Integration
11 127 (21.60%) Data Architecture
12 119 (20.24%) CI/CD
13 115 (19.56%) AI
13 115 (19.56%) Decision-Making
14 111 (18.88%) Data Management
15 105 (17.86%) Mentoring
16 104 (17.69%) Data Science
17 101 (17.18%) DevOps
18 73 (12.41%) Roadmaps
19 71 (12.07%) Data Strategy
Programming Languages
1 381 (64.80%) SQL
2 257 (43.71%) Python
3 51 (8.67%) Java
4 32 (5.44%) Data Analysis Expressions
4 32 (5.44%) Scala
5 24 (4.08%) C#
6 19 (3.23%) T-SQL
7 16 (2.72%) PowerShell
8 14 (2.38%) R
9 6 (1.02%) JavaScript
9 6 (1.02%) TypeScript
9 6 (1.02%) VBA
10 5 (0.85%) PL/SQL
11 4 (0.68%) ANSI SQL
12 3 (0.51%) Kotlin
12 3 (0.51%) Swift
13 1 (0.17%) Bash
13 1 (0.17%) Fortran
13 1 (0.17%) PHP
Qualifications
1 64 (10.88%) Degree
2 36 (6.12%) Computer Science Degree
3 20 (3.40%) Microsoft Certification
4 19 (3.23%) Security Cleared
5 17 (2.89%) Azure Certification
6 14 (2.38%) SC Cleared
7 13 (2.21%) AWS Certification
7 13 (2.21%) Master's Degree
8 10 (1.70%) PMI Certification
8 10 (1.70%) TOGAF Certification
9 7 (1.19%) DBS Check
9 7 (1.19%) SnowPro
10 5 (0.85%) AWS Certified Solutions Architect
10 5 (0.85%) CITP
10 5 (0.85%) SAP Certification
11 3 (0.51%) MCSE
11 3 (0.51%) PMP
12 2 (0.34%) HNC
12 2 (0.34%) HND
12 2 (0.34%) MCSA
Quality Assurance & Compliance
1 145 (24.66%) Data Quality
2 50 (8.50%) Accessibility
3 48 (8.16%) GDPR
4 30 (5.10%) QA
5 13 (2.21%) ISO/IEC 27001
6 5 (0.85%) California Consumer Privacy Act
6 5 (0.85%) HIPAA
6 5 (0.85%) NIST
7 4 (0.68%) Sarbanes-Oxley
8 2 (0.34%) IFRS
8 2 (0.34%) IFRS 17
8 2 (0.34%) SEPA
8 2 (0.34%) Solvency II
9 1 (0.17%) Cyber Essentials
9 1 (0.17%) GRC
9 1 (0.17%) IASME
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 21 (3.57%) Docker
2 9 (1.53%) HDFS
3 5 (0.85%) Active Directory
4 2 (0.34%) Firmware
5 1 (0.17%) Hyper-V
5 1 (0.17%) VMware Infrastructure
Systems Management
1 18 (3.06%) Terraform
2 16 (2.72%) Kubernetes
3 2 (0.34%) Control-M
3 2 (0.34%) Microsoft Intune
4 1 (0.17%) Ansible
Vendors
1 153 (26.02%) Microsoft
2 141 (23.98%) Databricks
3 45 (7.65%) Oracle
4 40 (6.80%) Informatica
5 28 (4.76%) SAP
6 25 (4.25%) Talend
7 23 (3.91%) Google
8 12 (2.04%) Salesforce
9 10 (1.70%) Dataiku
10 9 (1.53%) OpenAI
11 8 (1.36%) Ariba
11 8 (1.36%) CrowdStrike
11 8 (1.36%) Fortinet
11 8 (1.36%) Palo Alto
12 7 (1.19%) Foundry
12 7 (1.19%) MuleSoft
13 6 (1.02%) Alteryx
13 6 (1.02%) Dell
13 6 (1.02%) IBM
14 5 (0.85%) Netezza