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

6 months to
13 Oct 2026
Same period 2025 Same period 2024
Rank 756 629 726
Rank change year-on-year -127 +97 -12
Permanent jobs citing Snowflake Schema 53 38 39
As % of all permanent jobs in the UK 0.045% 0.077% 0.055%
As % of the Database & Business Intelligence category 0.61% 0.55% 0.35%
Number of salaries quoted 45 24 16
10th Percentile £60,500 £54,000 £52,625
25th Percentile £61,250 £64,750 £53,751
Median annual salary (50th Percentile) £85,000 £82,500 £62,500
Median % change year-on-year +3.03% +32.00% -3.85%
75th Percentile £95,000 £103,750 £83,125
90th Percentile £98,000 £119,025 £97,500
UK excluding London median annual salary £62,500 £70,000 £57,500
% change year-on-year -10.71% +21.74% -

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 8,697 6,928 11,182
As % of all permanent jobs advertised in the UK 7.35% 14.12% 15.66%
Number of salaries quoted 5,909 4,312 6,359
10th Percentile £36,750 £33,025 £37,500
25th Percentile £45,000 £43,750 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £80,000 £80,000 £87,500
90th Percentile £95,000 £107,500 £115,000
UK excluding London median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 13 October 2026.

Salary histogram for Snowflake Schema in the UK

Snowflake Schema
Top 12 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 October 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 -115 52 £85,000 +3.03% 64
London -42 30 £85,000 -2.86% 45
Work from Home -46 22 £90,000 +9.09% 31
UK excluding London -146 22 £62,500 -10.71% 28
South East -33 10 £62,500 -30.56% 6
South West -67 8 £95,000 - 3
Midlands -54 2 £70,671 +0.96% 1
North of England -67 2 £60,000 -50.21% 7
East Midlands -33 1 £100,000 +45.45%
North West -34 1 - - 6
Yorkshire -36 1 £60,000 -50.21%
West Midlands -41 1 £41,343 -40.94% 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 1 (1.89%) Apache Spark
Business Applications
1 1 (1.89%) Dynamics CRM
Cloud Services
1 34 (64.15%) Azure
2 24 (45.28%) AWS
3 22 (41.51%) Snowflake
4 20 (37.74%) dbt
5 14 (26.42%) Power Platform
6 12 (22.64%) Amazon S3
7 11 (20.75%) Azure Data Factory
8 10 (18.87%) Azure DevOps
8 10 (18.87%) Azure Synapse Analytics
9 9 (16.98%) Azure Cosmos DB
10 7 (13.21%) GCP
11 3 (5.66%) GitHub
12 2 (3.77%) Azure Databricks
12 2 (3.77%) Fivetran
13 1 (1.89%) AWS Lambda
13 1 (1.89%) Dynamics 365
13 1 (1.89%) GitHub Actions
13 1 (1.89%) GitHub Copilot
13 1 (1.89%) SaaS
13 1 (1.89%) Serverless
Database & Business Intelligence
1 30 (56.60%) Data Warehouse
2 24 (45.28%) Star Schema
3 19 (35.85%) Data Lake
4 15 (28.30%) Data Vault
5 14 (26.42%) Power BI
6 13 (24.53%) Metadata
7 10 (18.87%) MongoDB
8 9 (16.98%) Amazon QuickSight
8 9 (16.98%) Azure SQL Database
8 9 (16.98%) DynamoDB
8 9 (16.98%) NoSQL
8 9 (16.98%) SQL Server
9 3 (5.66%) PostgreSQL
10 2 (3.77%) Semantic Layer
10 2 (3.77%) ThoughtSpot
11 1 (1.89%) Azure SQL Data Warehouse
11 1 (1.89%) Delta Lake
11 1 (1.89%) Enterprise Data Warehouse
11 1 (1.89%) InfluxDB
11 1 (1.89%) TimescaleDB
Development Applications
1 12 (22.64%) Git
2 2 (3.77%) Claude Code
General
1 21 (39.62%) Finance
2 18 (33.96%) Social Skills
3 6 (11.32%) Retail
4 4 (7.55%) Analytical Skills
5 3 (5.66%) Influencing Skills
6 2 (3.77%) Banking
6 2 (3.77%) Presentation Skills
7 1 (1.89%) Advertising
7 1 (1.89%) Financial Institution
7 1 (1.89%) Legal
7 1 (1.89%) Marketing
Job Titles
1 20 (37.74%) Architect
2 18 (33.96%) Data Architect
3 15 (28.30%) Snowflake Architect
4 13 (24.53%) Data Engineer
5 11 (20.75%) Senior
6 10 (18.87%) Azure Engineer
7 7 (13.21%) Data Modeller
8 5 (9.43%) Senior Data Engineer
9 4 (7.55%) Azure Data Engineer
10 2 (3.77%) Analytics Manager
10 2 (3.77%) Service Manager
10 2 (3.77%) Snowflake Data Engineer
10 2 (3.77%) Snowflake Engineer
11 1 (1.89%) Analyst
11 1 (1.89%) Business Intelligence Developer
11 1 (1.89%) Data Analyst
11 1 (1.89%) Developer
11 1 (1.89%) Principal Software Engineer
11 1 (1.89%) Product Analyst
11 1 (1.89%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (3.77%) PySpark
1 2 (3.77%) Snowpark
2 1 (1.89%) .NET
2 1 (1.89%) CSS
2 1 (1.89%) HTML
2 1 (1.89%) JSON
2 1 (1.89%) Kafka
2 1 (1.89%) Next.js
2 1 (1.89%) Node.js
2 1 (1.89%) React
2 1 (1.89%) REST
2 1 (1.89%) SOAP
2 1 (1.89%) YAML
Miscellaneous
1 16 (30.19%) Data Structures
2 11 (20.75%) Legacy Systems
3 10 (18.87%) Product Ownership
4 9 (16.98%) Enterprise Software
5 2 (3.77%) Clustering
6 1 (1.89%) AS400
6 1 (1.89%) Cloud Native
6 1 (1.89%) Driving Licence
6 1 (1.89%) Foreign Exchange (FX)
6 1 (1.89%) iSeries
6 1 (1.89%) Market Risk
6 1 (1.89%) Marketing Technology
6 1 (1.89%) Taxonomies
Operating Systems
1 9 (16.98%) Windows
Processes & Methodologies
1 48 (90.57%) Data Modelling
2 30 (56.60%) Data Architecture
3 29 (54.72%) Data Engineering
4 26 (49.06%) AI
4 26 (49.06%) RBAC
5 25 (47.17%) Data Pipeline
6 23 (43.40%) Analytics
7 19 (35.85%) ETL
8 18 (33.96%) Machine Learning
9 17 (32.08%) Business Intelligence
9 17 (32.08%) CI/CD
10 15 (28.30%) Use Case
11 13 (24.53%) Kimball Methodology
12 12 (22.64%) Data Governance
12 12 (22.64%) Inmon Methodology
12 12 (22.64%) LLM
12 12 (22.64%) Retrieval-Augmented Generation
13 11 (20.75%) Data Security
13 11 (20.75%) DevOps
13 11 (20.75%) FinOps
Programming Languages
1 39 (73.58%) SQL
2 32 (60.38%) Python
3 10 (18.87%) C#
4 1 (1.89%) T-SQL
4 1 (1.89%) TypeScript
Qualifications
1 10 (18.87%) Degree
2 1 (1.89%) AWS Certification
2 1 (1.89%) SnowPro
Quality Assurance & Compliance
1 22 (41.51%) Data Quality
2 11 (20.75%) GDPR
3 9 (16.98%) California Consumer Privacy Act
4 1 (1.89%) QA
4 1 (1.89%) SLA
Vendors
1 12 (22.64%) Microsoft
2 9 (16.98%) Informatica
2 9 (16.98%) Talend
3 2 (3.77%) Databricks
4 1 (1.89%) Braze
4 1 (1.89%) Oracle