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

6 months to
12 Jan 2026
Same period 2025 Same period 2024
Rank 594 667 712
Rank change year-on-year +73 +45 +240
Permanent jobs citing Snowflake Schema 48 40 23
As % of all permanent jobs in the UK 0.081% 0.075% 0.041%
As % of the Database & Business Intelligence category 0.74% 0.42% 0.20%
Number of salaries quoted 25 21 18
10th Percentile £52,500 £43,750 £41,125
25th Percentile £67,500 £53,750 £55,000
Median annual salary (50th Percentile) £75,000 £57,501 £71,250
Median % change year-on-year +30.43% -19.30% +29.55%
75th Percentile £90,000 £80,000 £84,250
90th Percentile £108,000 £102,500 £97,500
UK excluding London median annual salary £72,500 £57,500 £55,000
% change year-on-year +26.09% +4.55% +10.00%

All Database & 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 6,449 9,520 11,515
As % of all permanent jobs advertised in the UK 10.88% 17.80% 20.54%
Number of salaries quoted 4,106 5,323 8,972
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,750 £47,500 £45,303
Median annual salary (50th Percentile) £60,000 £63,000 £60,000
Median % change year-on-year -4.76% +5.00% -4.00%
75th Percentile £80,000 £85,000 £77,715
90th Percentile £100,000 £113,750 £95,000
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -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 12 January 2026.

Salary histogram for Snowflake Schema in the UK

Snowflake Schema
Top 11 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 12 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
England +74 31 £75,000 +25.00% 18
UK excluding London +58 27 £72,500 +26.09% 14
Work from Home +76 23 £85,000 +9.68% 7
London +55 20 £88,750 +10.94% 5
Scotland - 16 - -
East of England - 4 £75,000 - 5
North West +35 3 £70,000 - 2
North of England +13 3 £70,000 - 2
West Midlands +24 2 £70,000 +27.27%
Midlands +21 2 £70,000 +27.27% 1
South East +19 2 - - 5

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 6 (12.50%) Apache Airflow
2 4 (8.33%) Apache
3 3 (6.25%) Apache Spark
Business Applications
1 1 (2.08%) SimCorp Dimension
Cloud Services
1 34 (70.83%) Snowflake
2 30 (62.50%) Azure
3 29 (60.42%) dbt
4 20 (41.67%) AWS
4 20 (41.67%) Azure DevOps
5 18 (37.50%) Power Platform
6 15 (31.25%) GitHub
7 14 (29.17%) GitHub Copilot
8 8 (16.67%) Azure Synapse Analytics
9 6 (12.50%) Fivetran
9 6 (12.50%) GCP
9 6 (12.50%) Matillion
10 5 (10.42%) Azure Data Factory
11 4 (8.33%) Boomi
11 4 (8.33%) Collibra
12 3 (6.25%) Amazon S3
12 3 (6.25%) AWS KMS
12 3 (6.25%) AWS Lambda
12 3 (6.25%) Serverless
13 2 (4.17%) Amazon EventBridge
Database & Business Intelligence
1 33 (68.75%) Data Warehouse
2 18 (37.50%) Power BI
3 9 (18.75%) SQL Server
4 6 (12.50%) Data Vault
4 6 (12.50%) SQL Server Analysis Services
5 5 (10.42%) Metadata
5 5 (10.42%) Power Query
5 5 (10.42%) SQL Server Integration Services
5 5 (10.42%) SQL Server Reporting Services
6 4 (8.33%) Data Lake
6 4 (8.33%) NoSQL
6 4 (8.33%) Pentaho
7 3 (6.25%) Amazon Redshift
7 3 (6.25%) Star Schema
8 2 (4.17%) Airbyte
8 2 (4.17%) Amazon RDS
8 2 (4.17%) MongoDB
8 2 (4.17%) Tableau
9 1 (2.08%) Amazon QuickSight
9 1 (2.08%) Data Hub
Development Applications
1 14 (29.17%) JIRA
2 5 (10.42%) Git
3 2 (4.17%) GitLab
4 1 (2.08%) SonarQube
General
1 21 (43.75%) Finance
2 15 (31.25%) Analytical Skills
3 9 (18.75%) Social Skills
4 7 (14.58%) Law
5 3 (6.25%) Banking
5 3 (6.25%) Investment Banking
5 3 (6.25%) Public Sector
6 2 (4.17%) Music Industry
7 1 (2.08%) Advertising
7 1 (2.08%) Automotive
7 1 (2.08%) Front Office
7 1 (2.08%) Marketing
7 1 (2.08%) Organisational Skills
Job Titles
1 19 (39.58%) Senior
2 15 (31.25%) Data Engineer
3 7 (14.58%) Snowflake Engineer
4 6 (12.50%) Snowflake Data Engineer
5 5 (10.42%) AWS Engineer
5 5 (10.42%) Senior Data Engineer
6 4 (8.33%) Developer
6 4 (8.33%) Lead
7 3 (6.25%) Architect
7 3 (6.25%) AWS Data Engineer
7 3 (6.25%) Data Architect
8 2 (4.17%) Business Intelligence Developer
8 2 (4.17%) Data Modeller
8 2 (4.17%) Python Data Engineer
8 2 (4.17%) Python Engineer
8 2 (4.17%) Snowflake Developer
9 1 (2.08%) Azure Data Engineer
9 1 (2.08%) Azure Specialist
9 1 (2.08%) Consultant
9 1 (2.08%) Principal Data Engineer
Libraries, Frameworks & Software Standards
1 7 (14.58%) PySpark
2 4 (8.33%) Kafka
2 4 (8.33%) Snowpark
3 1 (2.08%) REST
Miscellaneous
1 14 (29.17%) Cloud Native
2 6 (12.50%) Data Structures
3 4 (8.33%) Product Ownership
4 2 (4.17%) Legacy Code
4 2 (4.17%) Legacy Systems
5 1 (2.08%) Distributed Computing
5 1 (2.08%) Educational Technology
5 1 (2.08%) Hedge funds
5 1 (2.08%) Reinsurance
5 1 (2.08%) Replication
Processes & Methodologies
1 43 (89.58%) Data Modelling
2 35 (72.92%) ETL
3 34 (70.83%) Analytics
4 25 (52.08%) CI/CD
5 23 (47.92%) DevOps
6 20 (41.67%) AI
6 20 (41.67%) Business Intelligence
6 20 (41.67%) Migration
7 17 (35.42%) Agile
7 17 (35.42%) Asset Management
7 17 (35.42%) Data Engineering
8 16 (33.33%) Coaching
8 16 (33.33%) Continuous Improvement
8 16 (33.33%) Mentoring
9 15 (31.25%) Test Automation
10 14 (29.17%) Clean Code
10 14 (29.17%) Sprint Planning
10 14 (29.17%) Sprint Retrospective
11 13 (27.08%) Data Pipeline
12 12 (25.00%) Performance Tuning
Programming Languages
1 25 (52.08%) SQL
2 23 (47.92%) Python
3 5 (10.42%) Data Analysis Expressions
4 4 (8.33%) C#
5 2 (4.17%) ANSI SQL
5 2 (4.17%) T-SQL
6 1 (2.08%) PowerShell
Qualifications
1 4 (8.33%) Security Cleared
2 3 (6.25%) SC Cleared
3 2 (4.17%) AWS Certification
3 2 (4.17%) AWS Certified Solutions Architect
4 1 (2.08%) Computer Science Degree
4 1 (2.08%) Degree
4 1 (2.08%) MCSE
4 1 (2.08%) Microsoft Certification
4 1 (2.08%) SnowPro
Quality Assurance & Compliance
1 17 (35.42%) Data Quality
2 3 (6.25%) GDPR
2 3 (6.25%) HIPAA
2 3 (6.25%) ISO/IEC 27001
2 3 (6.25%) NIST
2 3 (6.25%) Sarbanes-Oxley
3 1 (2.08%) Accessibility
System Software
1 1 (2.08%) Active Directory
1 1 (2.08%) Docker
Systems Management
1 3 (6.25%) Terraform
Vendors
1 5 (10.42%) Informatica
1 5 (10.42%) Talend
2 4 (8.33%) Dataiku
2 4 (8.33%) Microsoft
2 4 (8.33%) MuleSoft
2 4 (8.33%) Oracle
3 2 (4.17%) Databricks
4 1 (2.08%) Bloomberg
4 1 (2.08%) Facebook
4 1 (2.08%) Google
4 1 (2.08%) OpenAI
4 1 (2.08%) Salesforce
4 1 (2.08%) Salesforce Marketing Cloud
4 1 (2.08%) SimCorp