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 6 February 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Feb 2026
Same period 2025 Same period 2024
Rank 616 644 769
Rank change year-on-year +28 +125 +184
Permanent jobs citing Snowflake Schema 47 39 29
As % of all permanent jobs in the UK 0.072% 0.076% 0.040%
As % of the Database & Business Intelligence category 0.70% 0.43% 0.20%
Number of salaries quoted 25 21 21
10th Percentile £51,750 £43,750 £45,000
25th Percentile £52,500 £53,750 £55,000
Median annual salary (50th Percentile) £75,000 £57,501 £75,000
Median % change year-on-year +30.43% -23.33% +36.36%
75th Percentile £90,000 £80,000 £88,750
90th Percentile £94,500 £102,500 £97,500
UK excluding London median annual salary £75,000 £57,500 £62,500
% change year-on-year +30.43% -8.00% +25.00%

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 6,729 9,168 14,433
As % of all permanent jobs advertised in the UK 10.35% 17.97% 19.69%
Number of salaries quoted 4,136 5,115 11,472
10th Percentile £35,000 £37,500 £35,000
25th Percentile £42,780 £47,500 £43,750
Median annual salary (50th Percentile) £60,000 £65,000 £57,500
Median % change year-on-year -7.69% +13.04% -8.00%
75th Percentile £80,000 £85,610 £75,000
90th Percentile £100,000 £115,000 £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 6 February 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 6 February 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 +40 30 £75,000 +25.00% 21
UK excluding London +33 28 £75,000 +30.43% 16
Work from Home +91 23 £85,000 +9.68% 16
London +33 18 £76,250 -4.69% 12
Scotland - 16 - -
East of England - 6 £75,000 - 3
West Midlands +27 2 £70,000 +27.27% 1
Midlands +15 2 £70,000 +27.27% 2
North West +12 2 £37,500 -
South East +7 2 - - 10
North of England -10 2 £37,500 -

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 (12.77%) Apache Airflow
2 4 (8.51%) Apache
2 4 (8.51%) Apache Spark
Business Applications
1 1 (2.13%) SimCorp Dimension
Cloud Services
1 29 (61.70%) dbt
1 29 (61.70%) Snowflake
2 28 (59.57%) Azure
3 20 (42.55%) AWS
3 20 (42.55%) Azure DevOps
4 17 (36.17%) Power Platform
5 15 (31.91%) GitHub
6 14 (29.79%) GitHub Copilot
7 8 (17.02%) Azure Synapse Analytics
7 8 (17.02%) Matillion
8 6 (12.77%) Boomi
8 6 (12.77%) Fivetran
9 5 (10.64%) AWS KMS
9 5 (10.64%) Azure Data Factory
10 4 (8.51%) Amazon S3
10 4 (8.51%) AWS Lambda
10 4 (8.51%) Collibra
10 4 (8.51%) GCP
10 4 (8.51%) Serverless
11 3 (6.38%) Amazon Kinesis
Database & Business Intelligence
1 35 (74.47%) Data Warehouse
2 17 (36.17%) Power BI
3 7 (14.89%) SQL Server
4 6 (12.77%) Pentaho
4 6 (12.77%) SQL Server Analysis Services
4 6 (12.77%) Star Schema
5 5 (10.64%) Data Vault
5 5 (10.64%) Metadata
5 5 (10.64%) Power Query
5 5 (10.64%) SQL Server Integration Services
5 5 (10.64%) SQL Server Reporting Services
6 4 (8.51%) Amazon Redshift
6 4 (8.51%) Data Lake
7 3 (6.38%) Amazon RDS
7 3 (6.38%) NoSQL
8 2 (4.26%) Airbyte
8 2 (4.26%) Tableau
9 1 (2.13%) Amazon QuickSight
9 1 (2.13%) Big Data
9 1 (2.13%) Data Hub
Development Applications
1 14 (29.79%) JIRA
2 6 (12.77%) Git
3 1 (2.13%) GitLab
3 1 (2.13%) SonarQube
General
1 20 (42.55%) Finance
2 15 (31.91%) Analytical Skills
3 8 (17.02%) Law
4 7 (14.89%) Social Skills
5 6 (12.77%) Public Sector
6 2 (4.26%) Banking
6 2 (4.26%) Investment Banking
6 2 (4.26%) Music Industry
7 1 (2.13%) Automotive
7 1 (2.13%) Front Office
7 1 (2.13%) Local Government
7 1 (2.13%) Marketing
Job Titles
1 19 (40.43%) Senior
2 15 (31.91%) Data Engineer
3 8 (17.02%) AWS Engineer
4 6 (12.77%) Snowflake Engineer
5 5 (10.64%) Senior Data Engineer
5 5 (10.64%) Snowflake Data Engineer
6 4 (8.51%) AWS Data Engineer
7 3 (6.38%) Architect
7 3 (6.38%) Data Architect
7 3 (6.38%) Developer
8 2 (4.26%) Business Intelligence Developer
8 2 (4.26%) Data Modeller
9 1 (2.13%) Azure Engineer
9 1 (2.13%) Business Intelligence Analyst
9 1 (2.13%) Business Intelligence Specialist
9 1 (2.13%) Data Consultant
9 1 (2.13%) Data Scientist
9 1 (2.13%) Power BI Developer
9 1 (2.13%) Principal Engineer
9 1 (2.13%) Report Manager
Libraries, Frameworks & Software Standards
1 10 (21.28%) PySpark
2 4 (8.51%) Kafka
3 3 (6.38%) Snowpark
4 1 (2.13%) REST
Miscellaneous
1 14 (29.79%) Cloud Native
2 7 (14.89%) Data Structures
3 3 (6.38%) Product Ownership
4 2 (4.26%) Legacy Systems
5 1 (2.13%) Distributed Computing
5 1 (2.13%) Educational Technology
5 1 (2.13%) Hedge funds
5 1 (2.13%) Legacy Code
5 1 (2.13%) Replication
Processes & Methodologies
1 40 (85.11%) Data Modelling
2 37 (78.72%) ETL
3 36 (76.60%) Analytics
4 26 (55.32%) CI/CD
5 23 (48.94%) DevOps
6 22 (46.81%) Migration
7 20 (42.55%) Business Intelligence
8 19 (40.43%) AI
9 18 (38.30%) Data Engineering
10 17 (36.17%) Asset Management
11 16 (34.04%) Coaching
11 16 (34.04%) Continuous Improvement
11 16 (34.04%) Mentoring
12 15 (31.91%) Agile
12 15 (31.91%) Performance Tuning
13 14 (29.79%) Clean Code
13 14 (29.79%) Sprint Planning
13 14 (29.79%) Sprint Retrospective
13 14 (29.79%) Test Automation
14 11 (23.40%) Data Pipeline
Programming Languages
1 26 (55.32%) SQL
2 23 (48.94%) Python
3 5 (10.64%) Data Analysis Expressions
4 4 (8.51%) C#
5 2 (4.26%) T-SQL
6 1 (2.13%) ANSI SQL
6 1 (2.13%) PowerShell
Qualifications
1 6 (12.77%) Security Cleared
2 5 (10.64%) SC Cleared
3 3 (6.38%) AWS Certification
3 3 (6.38%) AWS Certified Solutions Architect
4 2 (4.26%) Degree
5 1 (2.13%) Computer Science Degree
5 1 (2.13%) MCSE
5 1 (2.13%) Microsoft Certification
5 1 (2.13%) SnowPro
Quality Assurance & Compliance
1 20 (42.55%) Data Quality
2 5 (10.64%) GDPR
2 5 (10.64%) HIPAA
2 5 (10.64%) ISO/IEC 27001
2 5 (10.64%) NIST
2 5 (10.64%) Sarbanes-Oxley
3 1 (2.13%) Accessibility
System Software
1 1 (2.13%) Active Directory
1 1 (2.13%) Docker
Systems Management
1 3 (6.38%) Terraform
Vendors
1 7 (14.89%) Informatica
1 7 (14.89%) Talend
2 6 (12.77%) MuleSoft
3 4 (8.51%) Dataiku
3 4 (8.51%) Microsoft
4 2 (4.26%) Databricks
4 2 (4.26%) Oracle
5 1 (2.13%) Bloomberg
5 1 (2.13%) Facebook
5 1 (2.13%) Google
5 1 (2.13%) OpenAI
5 1 (2.13%) Salesforce
5 1 (2.13%) Salesforce Marketing Cloud
5 1 (2.13%) SimCorp