Snowflake Schema Job Trends

Snowflake Schema
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Snowflake Schema skills. It covers permanent job vacancies from the 6 months leading up to 13 November 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Nov 2025
Same period 2024 Same period 2023
Rank 614 704 697
Rank change year-on-year +90 -7 +350
Permanent jobs citing Snowflake Schema 45 48 18
As % of all permanent jobs in the UK 0.085% 0.071% 0.034%
As % of the Database & Business Intelligence category 0.65% 0.45% 0.16%
Number of salaries quoted 26 20 16
10th Percentile £55,000 £43,750 £27,500
25th Percentile £68,125 £53,750 £46,563
Median annual salary (50th Percentile) £82,500 £61,250 £62,500
Median % change year-on-year +34.69% -2.00% -
75th Percentile £95,625 £80,000 £82,125
90th Percentile £115,000 £93,500 £85,625
UK excluding London median annual salary £70,000 £57,500 £55,000
% change year-on-year +21.74% +4.55% +10.00%

All Database and Business Intelligence Skills
UK

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.

Permanent vacancies with a requirement for database or business intelligence skills 6,875 10,590 11,311
As % of all permanent jobs advertised in the UK 13.06% 15.67% 21.60%
Number of salaries quoted 4,510 6,006 8,897
10th Percentile £33,500 £37,500 £37,000
25th Percentile £42,500 £47,500 £46,787
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% -4.00%
75th Percentile £80,000 £87,500 £80,000
90th Percentile £103,875 £115,000 £95,000
UK excluding London median annual salary £51,500 £52,500 £55,000
% change year-on-year -1.90% -4.55% -

Snowflake Schema
Job Vacancy Trend

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

Snowflake Schema job vacancy trend in the UK

Snowflake Schema
Salary Trend

Salary distribution trend for jobs in the UK citing Snowflake Schema.

Salary distribution trend for jobs in the UK citing Snowflake Schema

Snowflake Schema
Salary Histogram

Salary distribution for jobs citing Snowflake Schema over the 6 months to 13 November 2025.

Salary histogram for Snowflake Schema in the UK

Snowflake Schema
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake Schema within the UK over the 6 months to 13 November 2025. 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
England +85 32 £82,500 +32.00% 52
UK excluding London +81 24 £70,000 +21.74% 23
Work from Home +103 23 £70,000 -12.50% 23
London +46 21 £88,750 +36.54% 39
Scotland +10 13 - - 2
North of England +42 5 £120,500 - 2
North West +50 3 £70,000 - 1
Midlands - 3 £70,000 - 2
East Midlands - 2 £68,750 - 1
Yorkshire - 2 £120,500 - 1
South West +32 1 - - 1
South East +28 1 £90,000 +56.52% 14
West Midlands - 1 £70,000 - 1
East of England - 1 £60,000 - 2

Snowflake Schema
Co-Occurring Skills & Capabilities 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 5 (11.11%) Apache Airflow
2 4 (8.89%) Apache
Business Applications
1 1 (2.22%) SimCorp Dimension
Cloud Services
1 32 (71.11%) Snowflake
2 27 (60.00%) Azure
3 24 (53.33%) dbt
4 18 (40.00%) Power Platform
5 16 (35.56%) Azure DevOps
6 14 (31.11%) AWS
6 14 (31.11%) GitHub
7 11 (24.44%) GitHub Copilot
8 8 (17.78%) Azure Synapse Analytics
9 6 (13.33%) Azure Data Factory
9 6 (13.33%) GCP
10 4 (8.89%) Collibra
10 4 (8.89%) Fivetran
10 4 (8.89%) SaaS
11 2 (4.44%) Cloud Computing
11 2 (4.44%) Entra ID
12 1 (2.22%) Amazon S3
12 1 (2.22%) AWS CloudFormation
12 1 (2.22%) AWS Lambda
12 1 (2.22%) Serverless
Database & Business Intelligence
1 29 (64.44%) Data Warehouse
2 18 (40.00%) Power BI
3 8 (17.78%) SQL Server
4 6 (13.33%) Data Vault
4 6 (13.33%) SQL Server Analysis Services
4 6 (13.33%) SQL Server Reporting Services
5 5 (11.11%) NoSQL
5 5 (11.11%) Power Query
6 4 (8.89%) Metadata
6 4 (8.89%) MongoDB
6 4 (8.89%) SQL Server Integration Services
6 4 (8.89%) Tableau
7 3 (6.67%) Data Lake
8 2 (4.44%) Amazon QuickSight
8 2 (4.44%) Azure SQL Database
8 2 (4.44%) Microsoft Analysis Services
9 1 (2.22%) Amazon Redshift
9 1 (2.22%) Big Data
9 1 (2.22%) Looker
9 1 (2.22%) PostgreSQL
Development Applications
1 11 (24.44%) JIRA
2 2 (4.44%) Git
2 2 (4.44%) GitLab
3 1 (2.22%) SonarQube
General
1 18 (40.00%) Finance
2 11 (24.44%) Analytical Skills
3 9 (20.00%) Social Skills
4 6 (13.33%) Law
5 3 (6.67%) Banking
5 3 (6.67%) Investment Banking
6 2 (4.44%) Automotive
6 2 (4.44%) Marketing
6 2 (4.44%) Music Industry
7 1 (2.22%) Advertising
7 1 (2.22%) Front Office
7 1 (2.22%) Inclusion and Diversity
7 1 (2.22%) Organisational Skills
Job Titles
1 16 (35.56%) Senior
2 14 (31.11%) Data Engineer
3 11 (24.44%) Snowflake Engineer
4 10 (22.22%) Snowflake Data Engineer
5 6 (13.33%) Architect
6 5 (11.11%) Senior Data Engineer
7 4 (8.89%) Data Architect
7 4 (8.89%) Developer
7 4 (8.89%) Lead
7 4 (8.89%) Python Data Engineer
7 4 (8.89%) Python Engineer
8 2 (4.44%) Azure Specialist
8 2 (4.44%) Business Intelligence Specialist
8 2 (4.44%) Data Modeller
8 2 (4.44%) Snowflake Architect
8 2 (4.44%) Snowflake Developer
8 2 (4.44%) Technical Architect
9 1 (2.22%) Analytics Developer
9 1 (2.22%) AWS Data Engineer
9 1 (2.22%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 4 (8.89%) Kafka
2 2 (4.44%) REST
2 2 (4.44%) Snowpark
2 2 (4.44%) Streamlit
3 1 (2.22%) Lambda Expressions
Miscellaneous
1 12 (26.67%) Cloud Native
2 4 (8.89%) Data Structures
2 4 (8.89%) Legacy Code
2 4 (8.89%) Product Ownership
3 2 (4.44%) Legacy Systems
3 2 (4.44%) Reinsurance
4 1 (2.22%) Algorithms
4 1 (2.22%) Educational Technology
4 1 (2.22%) Hedge funds
4 1 (2.22%) Self-Motivation
Processes & Methodologies
1 42 (93.33%) Data Modelling
2 30 (66.67%) Analytics
3 28 (62.22%) ETL
4 19 (42.22%) AI
4 19 (42.22%) DevOps
5 18 (40.00%) Business Intelligence
5 18 (40.00%) CI/CD
6 17 (37.78%) Agile
7 14 (31.11%) Asset Management
8 13 (28.89%) Coaching
8 13 (28.89%) Continuous Improvement
8 13 (28.89%) Data Engineering
8 13 (28.89%) Data Pipeline
9 12 (26.67%) Data Governance
9 12 (26.67%) Mentoring
9 12 (26.67%) Test Automation
10 11 (24.44%) Clean Code
10 11 (24.44%) Migration
10 11 (24.44%) Sprint Planning
10 11 (24.44%) Sprint Retrospective
Programming Languages
1 20 (44.44%) SQL
2 16 (35.56%) Python
3 5 (11.11%) Data Analysis Expressions
4 4 (8.89%) C#
5 3 (6.67%) T-SQL
6 2 (4.44%) ANSI SQL
7 1 (2.22%) Java
7 1 (2.22%) PowerShell
Qualifications
1 2 (4.44%) MCSE
1 2 (4.44%) Microsoft Certification
2 1 (2.22%) Computer Science Degree
2 1 (2.22%) Degree
Quality Assurance & Compliance
1 11 (24.44%) Data Quality
System Software
1 2 (4.44%) Active Directory
2 1 (2.22%) Docker
Systems Management
1 2 (4.44%) Terraform
Vendors
1 5 (11.11%) Microsoft
2 4 (8.89%) Dataiku
3 3 (6.67%) Oracle
4 2 (4.44%) Databricks
4 2 (4.44%) Google
4 2 (4.44%) Salesforce
5 1 (2.22%) Bloomberg
5 1 (2.22%) Facebook
5 1 (2.22%) Informatica
5 1 (2.22%) OpenAI
5 1 (2.22%) Salesforce Marketing Cloud
5 1 (2.22%) SimCorp