Snowflake Schema Job Trends in England

Snowflake Schema
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Snowflake Schema skills. It covers permanent job vacancies from the 6 months leading up to 30 January 2026, with comparisons to the same periods in the previous two years.

6 months to
30 Jan 2026
Same period 2025 Same period 2024
Rank 592 635 701
Rank change year-on-year +43 +66 +209
Permanent jobs citing Snowflake Schema 30 39 28
As % of all permanent jobs in England 0.054% 0.083% 0.045%
As % of the Database & Business Intelligence category 0.51% 0.46% 0.23%
Number of salaries quoted 23 20 20
10th Percentile £51,500 £51,625 £44,000
25th Percentile £52,500 £53,750 £56,250
Median annual salary (50th Percentile) £75,000 £60,000 £77,500
Median % change year-on-year +25.00% -22.58% +24.00%
75th Percentile £90,000 £80,000 £88,750
90th Percentile £96,000 £102,750 £97,500
UK median annual salary £75,000 £57,501 £75,000
% change year-on-year +30.43% -23.33% +36.36%

All Database & Business Intelligence Skills
England

Snowflake Schema 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 5,866 8,434 12,107
As % of all permanent jobs advertised in England 10.51% 17.93% 19.63%
Number of salaries quoted 3,828 4,736 9,900
10th Percentile £35,000 £38,563 £35,000
25th Percentile £43,750 £48,750 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £58,500
Median % change year-on-year -7.69% +11.11% -10.00%
75th Percentile £81,250 £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%

Snowflake Schema
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Snowflake Schema relative to all permanent IT jobs advertised in England.

Snowflake Schema job vacancy trend in England

Snowflake Schema
Salary Trend in England

Salary distribution trend for jobs in England citing Snowflake Schema.

Salary distribution trend for jobs in England citing Snowflake Schema

Snowflake Schema
Salary Histogram in England

Salary distribution for jobs citing Snowflake Schema in England over the 6 months to 30 January 2026.

Salary histogram for Snowflake Schema in England

Snowflake Schema
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake Schema within the England region over the 6 months to 30 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 +37 18 £76,250 -4.69% 13
East of England - 5 £75,000 - 5
North West +24 3 £37,500 - 1
North of England +7 3 £37,500 - 1
West Midlands +21 2 £70,000 +27.27% 1
Midlands +21 2 £70,000 +27.27% 2
South East +16 2 - - 8
Snowflake Schema
UK

Snowflake Schema
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 6 (20.00%) Apache Airflow
2 4 (13.33%) Apache
2 4 (13.33%) Apache Spark
Business Applications
1 1 (3.33%) SimCorp Dimension
Cloud Services
1 18 (60.00%) AWS
2 16 (53.33%) Power Platform
3 13 (43.33%) Snowflake
4 12 (40.00%) dbt
5 11 (36.67%) Azure
6 8 (26.67%) Azure Synapse Analytics
7 6 (20.00%) Azure DevOps
7 6 (20.00%) Matillion
8 5 (16.67%) Boomi
8 5 (16.67%) Fivetran
9 4 (13.33%) Amazon S3
9 4 (13.33%) AWS KMS
9 4 (13.33%) AWS Lambda
9 4 (13.33%) Collibra
9 4 (13.33%) Serverless
10 3 (10.00%) Amazon EventBridge
10 3 (10.00%) Amazon Kinesis
10 3 (10.00%) Azure Data Factory
10 3 (10.00%) GCP
11 2 (6.67%) Cloud Computing
Database & Business Intelligence
1 18 (60.00%) Data Warehouse
2 16 (53.33%) Power BI
3 8 (26.67%) SQL Server
4 6 (20.00%) SQL Server Analysis Services
5 5 (16.67%) Pentaho
5 5 (16.67%) Power Query
5 5 (16.67%) SQL Server Integration Services
5 5 (16.67%) SQL Server Reporting Services
5 5 (16.67%) Star Schema
6 4 (13.33%) Amazon Redshift
6 4 (13.33%) Data Lake
6 4 (13.33%) Data Vault
7 3 (10.00%) Amazon RDS
7 3 (10.00%) Metadata
7 3 (10.00%) NoSQL
8 2 (6.67%) Airbyte
8 2 (6.67%) Tableau
9 1 (3.33%) Azure SQL Database
9 1 (3.33%) Big Data
9 1 (3.33%) MongoDB
Development Applications
1 6 (20.00%) Git
2 2 (6.67%) GitLab
3 1 (3.33%) SonarQube
General
1 7 (23.33%) Law
2 5 (16.67%) Finance
2 5 (16.67%) Public Sector
3 4 (13.33%) Social Skills
4 3 (10.00%) Banking
4 3 (10.00%) Investment Banking
5 2 (6.67%) Music Industry
6 1 (3.33%) Analytical Skills
6 1 (3.33%) Automotive
6 1 (3.33%) Front Office
6 1 (3.33%) Local Government
6 1 (3.33%) Marketing
Job Titles
1 15 (50.00%) Data Engineer
2 7 (23.33%) AWS Engineer
3 6 (20.00%) Snowflake Engineer
4 5 (16.67%) Senior
4 5 (16.67%) Senior Data Engineer
4 5 (16.67%) Snowflake Data Engineer
5 4 (13.33%) AWS Data Engineer
5 4 (13.33%) Developer
6 3 (10.00%) Architect
6 3 (10.00%) Data Architect
7 2 (6.67%) Business Intelligence Developer
7 2 (6.67%) Snowflake Developer
8 1 (3.33%) Azure Data Engineer
8 1 (3.33%) Azure Specialist
8 1 (3.33%) Data Consultant
8 1 (3.33%) Power BI Developer
8 1 (3.33%) Principal Data Engineer
8 1 (3.33%) Python Data Engineer
8 1 (3.33%) Python Developer
8 1 (3.33%) Python Engineer
Libraries, Frameworks & Software Standards
1 9 (30.00%) PySpark
2 4 (13.33%) Kafka
2 4 (13.33%) Snowpark
3 1 (3.33%) REST
Miscellaneous
1 6 (20.00%) Data Structures
2 4 (13.33%) Product Ownership
3 2 (6.67%) Legacy Systems
4 1 (3.33%) Distributed Computing
4 1 (3.33%) Educational Technology
4 1 (3.33%) Hedge funds
4 1 (3.33%) Legacy Code
4 1 (3.33%) Replication
Processes & Methodologies
1 24 (80.00%) Data Modelling
2 22 (73.33%) ETL
3 20 (66.67%) Analytics
4 19 (63.33%) Business Intelligence
5 16 (53.33%) Data Engineering
6 14 (46.67%) Performance Tuning
7 12 (40.00%) CI/CD
8 11 (36.67%) Data Pipeline
8 11 (36.67%) Decision-Making
9 9 (30.00%) Data Governance
9 9 (30.00%) DevOps
10 8 (26.67%) Data Transformation
11 7 (23.33%) Data Architecture
11 7 (23.33%) Data Extraction
11 7 (23.33%) Data Migration
11 7 (23.33%) Migration
12 6 (20.00%) Visualisation
13 5 (16.67%) AI
13 5 (16.67%) Dimensional Modelling
13 5 (16.67%) Stakeholder Engagement
Programming Languages
1 25 (83.33%) SQL
2 22 (73.33%) Python
3 5 (16.67%) Data Analysis Expressions
4 4 (13.33%) C#
5 2 (6.67%) ANSI SQL
5 2 (6.67%) T-SQL
6 1 (3.33%) PowerShell
Qualifications
1 5 (16.67%) Security Cleared
2 4 (13.33%) SC Cleared
3 3 (10.00%) AWS Certification
3 3 (10.00%) AWS Certified Solutions Architect
4 2 (6.67%) Degree
5 1 (3.33%) Computer Science Degree
5 1 (3.33%) MCSE
5 1 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 17 (56.67%) Data Quality
2 4 (13.33%) GDPR
2 4 (13.33%) HIPAA
2 4 (13.33%) ISO/IEC 27001
2 4 (13.33%) NIST
2 4 (13.33%) Sarbanes-Oxley
3 1 (3.33%) Accessibility
System Software
1 1 (3.33%) Active Directory
1 1 (3.33%) Docker
Systems Management
1 3 (10.00%) Terraform
Vendors
1 6 (20.00%) Informatica
2 5 (16.67%) MuleSoft
2 5 (16.67%) Talend
3 4 (13.33%) Dataiku
4 3 (10.00%) Oracle
5 2 (6.67%) Databricks
5 2 (6.67%) Microsoft
6 1 (3.33%) Bloomberg
6 1 (3.33%) Facebook
6 1 (3.33%) Google
6 1 (3.33%) OpenAI
6 1 (3.33%) Salesforce
6 1 (3.33%) Salesforce Marketing Cloud
6 1 (3.33%) SimCorp