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 24 November 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Nov 2025
Same period 2024 Same period 2023
Rank 601 694 689
Rank change year-on-year +93 -5 +332
Permanent jobs citing Snowflake Schema 48 51 19
As % of all permanent jobs in the UK 0.090% 0.075% 0.037%
As % of the Database & Business Intelligence category 0.70% 0.47% 0.17%
Number of salaries quoted 26 23 17
10th Percentile £55,000 £45,500 £27,500
25th Percentile £66,563 £53,750 £47,500
Median annual salary (50th Percentile) £82,500 £60,000 £67,500
Median % change year-on-year +37.50% -11.11% +8.00%
75th Percentile £95,625 £80,000 £82,000
90th Percentile £115,000 £100,500 £85,500
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 6,853 10,933 11,115
As % of all permanent jobs advertised in the UK 12.90% 16.15% 21.50%
Number of salaries quoted 4,465 6,288 8,768
10th Percentile £34,000 £37,500 £37,000
25th Percentile £42,500 £47,500 £46,738
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 £85,000 £80,000
90th Percentile £102,500 £112,500 £95,000
UK excluding London median annual salary £52,500 £53,000 £55,000
% change year-on-year -0.94% -3.64% -

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 24 November 2025.

Salary histogram for Snowflake Schema in the UK

Snowflake Schema
Top 13 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 24 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 +88 33 £82,500 +34.69% 19
UK excluding London +102 27 £70,000 +21.74% 17
Work from Home +114 24 £82,500 +3.13% 10
London +46 21 £88,750 +36.54% 7
Scotland +25 15 - - 1
North of England +42 5 £120,500 - 3
North West +51 3 £70,000 - 3
South East +33 3 £90,000 +56.52% 9
Midlands +70 2 £68,750 +25.00% 3
Yorkshire - 2 £120,500 -
East of England - 2 £62,500 - 1
West Midlands +60 1 £70,000 +27.27% 2
East Midlands - 1 £67,500 - 1

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 4 (8.33%) Apache Airflow
2 3 (6.25%) Apache
Business Applications
1 1 (2.08%) SimCorp Dimension
Cloud Services
1 35 (72.92%) Snowflake
2 29 (60.42%) Azure
3 28 (58.33%) dbt
4 20 (41.67%) Power Platform
5 18 (37.50%) Azure DevOps
6 16 (33.33%) GitHub
7 15 (31.25%) AWS
8 13 (27.08%) GitHub Copilot
9 8 (16.67%) Azure Synapse Analytics
10 6 (12.50%) Azure Data Factory
10 6 (12.50%) GCP
11 5 (10.42%) Fivetran
12 4 (8.33%) Collibra
13 3 (6.25%) SaaS
14 2 (4.17%) Cloud Computing
14 2 (4.17%) Entra ID
14 2 (4.17%) Matillion
15 1 (2.08%) Amazon S3
15 1 (2.08%) AWS Lambda
15 1 (2.08%) Serverless
Database & Business Intelligence
1 30 (62.50%) Data Warehouse
2 20 (41.67%) Power BI
3 9 (18.75%) SQL Server
4 6 (12.50%) Data Vault
4 6 (12.50%) SQL Server Analysis Services
4 6 (12.50%) SQL Server Reporting Services
5 5 (10.42%) Metadata
5 5 (10.42%) NoSQL
5 5 (10.42%) Power Query
6 4 (8.33%) SQL Server Integration Services
6 4 (8.33%) Tableau
7 3 (6.25%) Data Lake
7 3 (6.25%) MongoDB
8 2 (4.17%) Airbyte
8 2 (4.17%) Amazon QuickSight
8 2 (4.17%) Azure SQL Database
8 2 (4.17%) Microsoft Analysis Services
9 1 (2.08%) Amazon Redshift
9 1 (2.08%) Data Hub
9 1 (2.08%) Pentaho
Development Applications
1 13 (27.08%) JIRA
2 3 (6.25%) Git
3 2 (4.17%) GitLab
4 1 (2.08%) SonarQube
General
1 20 (41.67%) Finance
2 14 (29.17%) Analytical Skills
3 9 (18.75%) Social Skills
4 5 (10.42%) Law
5 3 (6.25%) Banking
5 3 (6.25%) Investment Banking
6 2 (4.17%) Automotive
6 2 (4.17%) Music Industry
7 1 (2.08%) Advertising
7 1 (2.08%) Front Office
7 1 (2.08%) Marketing
7 1 (2.08%) Organisational Skills
Job Titles
1 18 (37.50%) Senior
2 15 (31.25%) Data Engineer
3 10 (20.83%) Snowflake Engineer
4 9 (18.75%) Snowflake Data Engineer
5 6 (12.50%) Architect
6 5 (10.42%) Senior Data Engineer
7 4 (8.33%) Data Architect
7 4 (8.33%) Developer
8 3 (6.25%) Lead
8 3 (6.25%) Python Data Engineer
8 3 (6.25%) Python Engineer
9 2 (4.17%) Azure Specialist
9 2 (4.17%) Business Intelligence Specialist
9 2 (4.17%) Data Modeller
9 2 (4.17%) Snowflake Architect
9 2 (4.17%) Snowflake Developer
9 2 (4.17%) Technical Architect
10 1 (2.08%) Business Intelligence Developer
10 1 (2.08%) Consultant
10 1 (2.08%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (8.33%) Snowpark
2 3 (6.25%) Kafka
3 2 (4.17%) REST
3 2 (4.17%) Streamlit
4 1 (2.08%) PySpark
Miscellaneous
1 14 (29.17%) Cloud Native
2 4 (8.33%) Data Structures
2 4 (8.33%) Product Ownership
3 3 (6.25%) Legacy Code
4 2 (4.17%) Legacy Systems
4 2 (4.17%) Reinsurance
5 1 (2.08%) Educational Technology
5 1 (2.08%) Hedge funds
5 1 (2.08%) Replication
Processes & Methodologies
1 44 (91.67%) Data Modelling
2 33 (68.75%) Analytics
3 30 (62.50%) ETL
4 22 (45.83%) AI
5 21 (43.75%) CI/CD
5 21 (43.75%) DevOps
6 20 (41.67%) Business Intelligence
7 18 (37.50%) Agile
8 16 (33.33%) Asset Management
8 16 (33.33%) Continuous Improvement
8 16 (33.33%) Migration
9 15 (31.25%) Coaching
9 15 (31.25%) Mentoring
10 14 (29.17%) Test Automation
11 13 (27.08%) Clean Code
11 13 (27.08%) Data Engineering
11 13 (27.08%) Data Governance
11 13 (27.08%) Data Pipeline
11 13 (27.08%) Sprint Planning
11 13 (27.08%) Sprint Retrospective
Programming Languages
1 21 (43.75%) SQL
2 17 (35.42%) Python
3 5 (10.42%) Data Analysis Expressions
4 4 (8.33%) C#
5 3 (6.25%) T-SQL
6 2 (4.17%) ANSI SQL
7 1 (2.08%) PowerShell
Qualifications
1 2 (4.17%) MCSE
1 2 (4.17%) Microsoft Certification
2 1 (2.08%) Computer Science Degree
2 1 (2.08%) Degree
2 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 14 (29.17%) Data Quality
2 1 (2.08%) Accessibility
System Software
1 2 (4.17%) Active Directory
2 1 (2.08%) Docker
Systems Management
1 2 (4.17%) Terraform
Vendors
1 5 (10.42%) Microsoft
2 4 (8.33%) Dataiku
2 4 (8.33%) Oracle
3 2 (4.17%) Google
3 2 (4.17%) Informatica
3 2 (4.17%) Salesforce
4 1 (2.08%) Bloomberg
4 1 (2.08%) Databricks
4 1 (2.08%) Facebook
4 1 (2.08%) MuleSoft
4 1 (2.08%) OpenAI
4 1 (2.08%) Salesforce Marketing Cloud
4 1 (2.08%) SimCorp
4 1 (2.08%) Talend