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

6 months to
3 Feb 2026
Same period 2025 Same period 2024
Rank 621 666 780
Rank change year-on-year +45 +114 +169
Permanent jobs citing Snowflake Schema 46 40 29
As % of all permanent jobs in the UK 0.072% 0.078% 0.039%
As % of the Database & Business Intelligence category 0.69% 0.44% 0.20%
Number of salaries quoted 24 21 21
10th Percentile £51,625 £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 £95,250 £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 6,661 9,194 14,515
As % of all permanent jobs advertised in the UK 10.38% 17.88% 19.74%
Number of salaries quoted 4,116 5,071 11,525
10th Percentile £35,000 £37,500 £35,000
25th Percentile £42,750 £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 £85,000 £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 3 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 3 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 +38 29 £75,000 +25.00% 24
UK excluding London +46 27 £75,000 +30.43% 16
Work from Home +66 23 £85,000 +9.68% 17
London +39 18 £76,250 -4.69% 12
Scotland - 16 - -
East of England - 5 £75,000 - 5
West Midlands +27 2 £70,000 +27.27% 1
North West +20 2 £37,500 - 1
Midlands +16 2 £70,000 +27.27% 2
South East +14 2 - - 7
North of England -7 2 £37,500 - 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 6 (13.04%) Apache Airflow
2 4 (8.70%) Apache
2 4 (8.70%) Apache Spark
Business Applications
1 1 (2.17%) SimCorp Dimension
Cloud Services
1 29 (63.04%) dbt
1 29 (63.04%) Snowflake
2 28 (60.87%) Azure
3 20 (43.48%) Azure DevOps
4 19 (41.30%) AWS
5 17 (36.96%) Power Platform
6 15 (32.61%) GitHub
7 14 (30.43%) GitHub Copilot
8 8 (17.39%) Azure Synapse Analytics
9 7 (15.22%) Matillion
10 6 (13.04%) Fivetran
11 5 (10.87%) Azure Data Factory
11 5 (10.87%) Boomi
12 4 (8.70%) Amazon S3
12 4 (8.70%) AWS KMS
12 4 (8.70%) AWS Lambda
12 4 (8.70%) Collibra
12 4 (8.70%) GCP
12 4 (8.70%) Serverless
13 3 (6.52%) Amazon EventBridge
Database & Business Intelligence
1 34 (73.91%) Data Warehouse
2 17 (36.96%) Power BI
3 7 (15.22%) SQL Server
4 6 (13.04%) SQL Server Analysis Services
5 5 (10.87%) Data Vault
5 5 (10.87%) Metadata
5 5 (10.87%) Pentaho
5 5 (10.87%) Power Query
5 5 (10.87%) SQL Server Integration Services
5 5 (10.87%) SQL Server Reporting Services
5 5 (10.87%) Star Schema
6 4 (8.70%) Amazon Redshift
6 4 (8.70%) Data Lake
7 3 (6.52%) Amazon RDS
7 3 (6.52%) NoSQL
8 2 (4.35%) Airbyte
8 2 (4.35%) Tableau
9 1 (2.17%) Amazon QuickSight
9 1 (2.17%) Big Data
9 1 (2.17%) Data Hub
Development Applications
1 14 (30.43%) JIRA
2 6 (13.04%) Git
3 1 (2.17%) GitLab
3 1 (2.17%) SonarQube
General
1 20 (43.48%) Finance
2 15 (32.61%) Analytical Skills
3 7 (15.22%) Law
3 7 (15.22%) Social Skills
4 5 (10.87%) Public Sector
5 2 (4.35%) Banking
5 2 (4.35%) Investment Banking
5 2 (4.35%) Music Industry
6 1 (2.17%) Automotive
6 1 (2.17%) Front Office
6 1 (2.17%) Local Government
6 1 (2.17%) Marketing
Job Titles
1 19 (41.30%) Senior
2 15 (32.61%) Data Engineer
3 7 (15.22%) AWS Engineer
4 6 (13.04%) Snowflake Engineer
5 5 (10.87%) Senior Data Engineer
5 5 (10.87%) Snowflake Data Engineer
6 4 (8.70%) AWS Data Engineer
7 3 (6.52%) Architect
7 3 (6.52%) Data Architect
7 3 (6.52%) Developer
8 2 (4.35%) Business Intelligence Developer
8 2 (4.35%) Data Modeller
9 1 (2.17%) Azure Engineer
9 1 (2.17%) Business Intelligence Analyst
9 1 (2.17%) Business Intelligence Specialist
9 1 (2.17%) Data Consultant
9 1 (2.17%) Data Scientist
9 1 (2.17%) Power BI Developer
9 1 (2.17%) Principal Engineer
9 1 (2.17%) Report Manager
Libraries, Frameworks & Software Standards
1 9 (19.57%) PySpark
2 4 (8.70%) Kafka
3 3 (6.52%) Snowpark
4 1 (2.17%) REST
Miscellaneous
1 14 (30.43%) Cloud Native
2 6 (13.04%) Data Structures
3 3 (6.52%) Product Ownership
4 2 (4.35%) Legacy Systems
5 1 (2.17%) Distributed Computing
5 1 (2.17%) Educational Technology
5 1 (2.17%) Hedge funds
5 1 (2.17%) Legacy Code
5 1 (2.17%) Replication
Processes & Methodologies
1 40 (86.96%) Data Modelling
2 36 (78.26%) Analytics
2 36 (78.26%) ETL
3 26 (56.52%) CI/CD
4 23 (50.00%) DevOps
5 21 (45.65%) Migration
6 20 (43.48%) Business Intelligence
7 19 (41.30%) AI
8 17 (36.96%) Asset Management
8 17 (36.96%) Data Engineering
9 16 (34.78%) Coaching
9 16 (34.78%) Continuous Improvement
9 16 (34.78%) Mentoring
10 15 (32.61%) Agile
11 14 (30.43%) Clean Code
11 14 (30.43%) Performance Tuning
11 14 (30.43%) Sprint Planning
11 14 (30.43%) Sprint Retrospective
11 14 (30.43%) Test Automation
12 11 (23.91%) Data Pipeline
Programming Languages
1 25 (54.35%) SQL
2 22 (47.83%) Python
3 5 (10.87%) Data Analysis Expressions
4 4 (8.70%) C#
5 2 (4.35%) T-SQL
6 1 (2.17%) ANSI SQL
6 1 (2.17%) PowerShell
Qualifications
1 5 (10.87%) Security Cleared
2 4 (8.70%) SC Cleared
3 3 (6.52%) AWS Certification
3 3 (6.52%) AWS Certified Solutions Architect
4 2 (4.35%) Degree
5 1 (2.17%) Computer Science Degree
5 1 (2.17%) MCSE
5 1 (2.17%) Microsoft Certification
5 1 (2.17%) SnowPro
Quality Assurance & Compliance
1 19 (41.30%) Data Quality
2 4 (8.70%) GDPR
2 4 (8.70%) HIPAA
2 4 (8.70%) ISO/IEC 27001
2 4 (8.70%) NIST
2 4 (8.70%) Sarbanes-Oxley
3 1 (2.17%) Accessibility
System Software
1 1 (2.17%) Active Directory
1 1 (2.17%) Docker
Systems Management
1 3 (6.52%) Terraform
Vendors
1 6 (13.04%) Informatica
1 6 (13.04%) Talend
2 5 (10.87%) MuleSoft
3 4 (8.70%) Dataiku
3 4 (8.70%) Microsoft
4 2 (4.35%) Databricks
4 2 (4.35%) Oracle
5 1 (2.17%) Bloomberg
5 1 (2.17%) Facebook
5 1 (2.17%) Google
5 1 (2.17%) OpenAI
5 1 (2.17%) Salesforce
5 1 (2.17%) Salesforce Marketing Cloud
5 1 (2.17%) SimCorp