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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 765 643 748
Rank change year-on-year -122 +105 -7
Permanent jobs citing Snowflake Schema 46 37 38
As % of all permanent jobs in the UK 0.039% 0.075% 0.050%
As % of the Database & Business Intelligence category 0.52% 0.52% 0.32%
Number of salaries quoted 42 23 15
10th Percentile £60,125 £58,050 £52,400
25th Percentile £61,250 £68,125 £56,875
Median annual salary (50th Percentile) £85,000 £87,500 £62,500
Median % change year-on-year -2.86% +40.00% -10.71%
75th Percentile £93,750 £107,500 £83,750
90th Percentile £95,000 £119,600 £98,500
UK excluding London median annual salary £62,500 £70,000 £57,500
% change year-on-year -10.71% +21.74% +4.55%

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 8,772 7,063 11,740
As % of all permanent jobs advertised in the UK 7.47% 14.32% 15.47%
Number of salaries quoted 5,961 4,421 6,830
10th Percentile £36,250 £33,750 £37,500
25th Percentile £45,000 £45,000 £47,235
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £79,100 £80,000 £86,250
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 28 September 2026.

Salary histogram for Snowflake Schema in the UK

Snowflake Schema
Top 8 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 28 September 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 45 £85,000 -2.86% 68
London -42 25 £85,000 -6.85% 45
UK excluding London -138 20 £62,500 -10.71% 28
Work from Home -30 19 £62,500 -24.24% 31
South East -44 11 £62,500 -30.56% 11
South West -76 8 £95,000 - 1
West Midlands -37 1 £41,343 -40.94% 1
Midlands -51 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:

Business Applications
1 1 (2.17%) Dynamics CRM
Cloud Services
1 30 (65.22%) Azure
2 21 (45.65%) AWS
3 19 (41.30%) Snowflake
4 18 (39.13%) dbt
5 13 (28.26%) Amazon S3
6 12 (26.09%) Power Platform
7 11 (23.91%) Azure Data Factory
8 10 (21.74%) Azure Synapse Analytics
9 9 (19.57%) Azure Cosmos DB
9 9 (19.57%) Azure DevOps
10 4 (8.70%) GCP
11 2 (4.35%) AWS Lambda
11 2 (4.35%) Azure Databricks
11 2 (4.35%) Fivetran
11 2 (4.35%) GitHub
11 2 (4.35%) Serverless
12 1 (2.17%) GitHub Copilot
Database & Business Intelligence
1 28 (60.87%) Data Warehouse
2 24 (52.17%) Star Schema
3 16 (34.78%) Data Lake
4 13 (28.26%) Data Vault
5 12 (26.09%) Power BI
6 10 (21.74%) Metadata
6 10 (21.74%) MongoDB
7 9 (19.57%) Amazon QuickSight
7 9 (19.57%) Azure SQL Database
7 9 (19.57%) DynamoDB
7 9 (19.57%) NoSQL
7 9 (19.57%) SQL Server
8 3 (6.52%) PostgreSQL
9 2 (4.35%) Semantic Layer
10 1 (2.17%) Delta Lake
10 1 (2.17%) Enterprise Data Warehouse
10 1 (2.17%) InfluxDB
10 1 (2.17%) Redis
10 1 (2.17%) TimescaleDB
Development Applications
1 12 (26.09%) Git
2 2 (4.35%) Claude Code
General
1 17 (36.96%) Finance
2 15 (32.61%) Social Skills
3 2 (4.35%) Retail
4 1 (2.17%) Advertising
4 1 (2.17%) Analytical Skills
4 1 (2.17%) Financial Institution
4 1 (2.17%) Influencing Skills
4 1 (2.17%) Legal
4 1 (2.17%) Marketing
Job Titles
1 18 (39.13%) Architect
1 18 (39.13%) Data Architect
2 13 (28.26%) Snowflake Architect
3 11 (23.91%) Senior
4 10 (21.74%) Azure Engineer
4 10 (21.74%) Data Engineer
5 7 (15.22%) Data Modeller
6 5 (10.87%) Senior Data Engineer
7 4 (8.70%) Azure Data Engineer
8 2 (4.35%) Snowflake Data Engineer
8 2 (4.35%) Snowflake Engineer
9 1 (2.17%) Analyst
9 1 (2.17%) Data Analyst
9 1 (2.17%) Data Scientist
9 1 (2.17%) Platform Engineer
9 1 (2.17%) Principal Engineer
9 1 (2.17%) Principal Software Engineer
9 1 (2.17%) Product Analyst
9 1 (2.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (4.35%) JSON
1 2 (4.35%) REST
1 2 (4.35%) Snowpark
1 2 (4.35%) SOAP
1 2 (4.35%) YAML
2 1 (2.17%) .NET
2 1 (2.17%) CSS
2 1 (2.17%) HTML
2 1 (2.17%) Kafka
2 1 (2.17%) Next.js
2 1 (2.17%) Node.js
2 1 (2.17%) PySpark
2 1 (2.17%) React
Miscellaneous
1 15 (32.61%) Data Structures
2 11 (23.91%) Legacy Systems
3 10 (21.74%) Product Ownership
4 9 (19.57%) Enterprise Software
5 2 (4.35%) Clustering
6 1 (2.17%) AS400
6 1 (2.17%) Cloud Native
6 1 (2.17%) Foreign Exchange (FX)
6 1 (2.17%) iSeries
6 1 (2.17%) Marketing Technology
6 1 (2.17%) Taxonomies
Operating Systems
1 9 (19.57%) Windows
Processes & Methodologies
1 43 (93.48%) Data Modelling
2 30 (65.22%) Data Architecture
3 24 (52.17%) RBAC
4 23 (50.00%) Data Engineering
5 22 (47.83%) AI
5 22 (47.83%) Data Pipeline
6 18 (39.13%) Analytics
7 17 (36.96%) CI/CD
8 16 (34.78%) Machine Learning
9 15 (32.61%) ETL
9 15 (32.61%) Use Case
10 13 (28.26%) Business Intelligence
10 13 (28.26%) Kimball Methodology
11 12 (26.09%) Inmon Methodology
11 12 (26.09%) LLM
11 12 (26.09%) Retrieval-Augmented Generation
12 11 (23.91%) Agile
12 11 (23.91%) Data Security
12 11 (23.91%) FinOps
13 10 (21.74%) Data Governance
Programming Languages
1 34 (73.91%) SQL
2 28 (60.87%) Python
3 10 (21.74%) C#
4 1 (2.17%) TypeScript
Qualifications
1 9 (19.57%) Degree
2 1 (2.17%) AWS Certification
2 1 (2.17%) SnowPro
Quality Assurance & Compliance
1 18 (39.13%) Data Quality
2 11 (23.91%) GDPR
3 9 (19.57%) California Consumer Privacy Act
4 1 (2.17%) QA
Vendors
1 11 (23.91%) Microsoft
2 9 (19.57%) Informatica
2 9 (19.57%) Talend
3 2 (4.35%) Databricks
4 1 (2.17%) Braze
4 1 (2.17%) Oracle