Snowflake Schema Job Trends in England

Snowflake Schema
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Snowflake Schema skills. It covers vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 621 729 723
Rank change year-on-year +108 -6 +307
Permanent jobs citing Snowflake Schema 30 31 19
As % of all permanent jobs advertised in England 0.069% 0.045% 0.035%
As % of the Database & Business Intelligence category 0.47% 0.29% 0.17%
Number of salaries quoted 22 13 16
10th Percentile £60,850 £53,200 £27,500
25th Percentile £70,000 £60,000 £46,563
Median annual salary (50th Percentile) £92,500 £65,000 £70,000
Median % change year-on-year +42.31% -7.14% +33.33%
75th Percentile £115,000 £85,000 £82,500
90th Percentile £120,175 £100,500 £85,625
UK median annual salary £92,500 £65,000 £70,000
% change year-on-year +42.31% -7.14% +27.27%

All Database and Business Intelligence Skills
England

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 in England.

Permanent vacancies with a requirement for database or business intelligence skills 6,432 10,683 11,375
As % of all permanent jobs advertised in England 14.88% 15.48% 21.09%
Number of salaries quoted 4,186 6,552 9,042
10th Percentile £33,875 £37,500 £38,000
25th Percentile £45,000 £47,500 £47,500
Median annual salary (50th Percentile) £60,500 £65,000 £64,500
Median % change year-on-year -6.92% +0.78% +7.50%
75th Percentile £82,500 £88,750 £81,188
90th Percentile £110,000 £118,750 £97,500
UK median annual salary £60,000 £63,500 £62,500
% change year-on-year -5.51% +1.60% +4.17%

Snowflake Schema
Job Vacancy Trend in England

Job postings citing Snowflake Schema as a proportion of all IT jobs advertised in England.

Job vacancy trend for Snowflake Schema in England

Snowflake Schema
Salary Trend in England

Salary distribution trend for jobs in England citing Snowflake Schema.

Salary distribution trend for jobs in England citing Snowflake Schema

Snowflake Schema
Salary Histogram in England

Salary distribution for jobs citing Snowflake Schema in England over the 6 months to 18 September 2025.

Salary histogram for Snowflake Schema in England

Snowflake Schema
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake Schema within the England region over the 6 months to 18 September 2025. 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
London +57 17 £95,000 +46.15% 13
North of England +27 5 £120,500 - 6
Midlands +53 3 £70,000 +32.08% 1
Yorkshire - 3 £120,500 -
South West +74 2 - -
North West +11 2 £70,000 - 6
East Midlands - 2 £68,750 -
West Midlands +46 1 £70,000 +32.08% 1
East of England - 1 £60,000 -
South East - 1 £90,000 - 9
Snowflake Schema
UK

Snowflake Schema
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (16.67%) Apache
1 5 (16.67%) Apache Airflow
Applications
1 1 (3.33%) Microsoft Excel
Business Applications
1 3 (10.00%) NetSuite
Cloud Services
1 13 (43.33%) Snowflake
2 12 (40.00%) AWS
3 10 (33.33%) Azure
4 8 (26.67%) dbt
4 8 (26.67%) Power Platform
5 7 (23.33%) GCP
5 7 (23.33%) SaaS
6 4 (13.33%) Azure Data Factory
6 4 (13.33%) Azure Synapse Analytics
7 2 (6.67%) GitHub
8 1 (3.33%) Cloud Computing
8 1 (3.33%) Entra ID
Database & Business Intelligence
1 14 (46.67%) Data Warehouse
2 8 (26.67%) Power BI
3 5 (16.67%) Looker
4 4 (13.33%) BigQuery
4 4 (13.33%) Data Vault
4 4 (13.33%) MongoDB
4 4 (13.33%) NoSQL
4 4 (13.33%) Tableau
5 3 (10.00%) Amazon Redshift
5 3 (10.00%) Data Lake
5 3 (10.00%) Mixpanel
6 2 (6.67%) Metadata
6 2 (6.67%) SQL Server
7 1 (3.33%) Amazon QuickSight
7 1 (3.33%) Azure SQL Database
7 1 (3.33%) Microsoft Analysis Services
7 1 (3.33%) PostgreSQL
7 1 (3.33%) Power Query
7 1 (3.33%) SQL Server Analysis Services
7 1 (3.33%) SQL Server Reporting Services
Development Applications
1 2 (6.67%) Git
2 1 (3.33%) GitLab
General
1 11 (36.67%) Social Skills
2 5 (16.67%) Analytical Skills
2 5 (16.67%) Finance
2 5 (16.67%) Law
3 4 (13.33%) Marketing
4 2 (6.67%) Music Industry
5 1 (3.33%) Advertising
5 1 (3.33%) Automotive
5 1 (3.33%) Banking
5 1 (3.33%) Inclusion and Diversity
5 1 (3.33%) Investment Banking
5 1 (3.33%) Legal
5 1 (3.33%) Organisational Skills
Job Titles
1 10 (33.33%) Data Engineer
2 8 (26.67%) Snowflake Data Engineer
2 8 (26.67%) Snowflake Engineer
3 7 (23.33%) Architect
4 4 (13.33%) Data Architect
4 4 (13.33%) Lead
4 4 (13.33%) Python Data Engineer
4 4 (13.33%) Python Engineer
5 3 (10.00%) Data Analytics Director
5 3 (10.00%) Developer
5 3 (10.00%) Senior
5 3 (10.00%) Snowflake Architect
6 2 (6.67%) Analyst
6 2 (6.67%) Analytics Developer
6 2 (6.67%) Data Analyst
6 2 (6.67%) Senior Architect
6 2 (6.67%) Technical Architect
7 1 (3.33%) Business Architect
7 1 (3.33%) Python Developer
7 1 (3.33%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 4 (13.33%) Kafka
2 2 (6.67%) Streamlit
3 1 (3.33%) Lambda Expressions
3 1 (3.33%) REST
3 1 (3.33%) Snowpark
Miscellaneous
1 5 (16.67%) Data Structures
2 4 (13.33%) Legacy Code
3 3 (10.00%) Product Ownership
3 3 (10.00%) Reinsurance
4 2 (6.67%) Cloud Native
4 2 (6.67%) Legacy Systems
5 1 (3.33%) Algorithms
5 1 (3.33%) Analytical Mindset
5 1 (3.33%) Self-Motivation
Processes & Methodologies
1 27 (90.00%) Data Modelling
2 16 (53.33%) Data Pipeline
2 16 (53.33%) ETL
3 15 (50.00%) Analytics
4 13 (43.33%) Data Engineering
5 11 (36.67%) Business Intelligence
6 10 (33.33%) Roadmaps
7 9 (30.00%) Decision-Making
8 8 (26.67%) Data Governance
9 7 (23.33%) Data Strategy
10 6 (20.00%) Actionable Insight
10 6 (20.00%) Agile
10 6 (20.00%) Artificial Intelligence
10 6 (20.00%) Problem-Solving
10 6 (20.00%) Stakeholder Management
11 5 (16.67%) Data Architecture
11 5 (16.67%) Data Integration
12 4 (13.33%) Data Security
12 4 (13.33%) Dimensional Modelling
12 4 (13.33%) Stakeholder Engagement
Programming Languages
1 17 (56.67%) SQL
2 12 (40.00%) Python
3 3 (10.00%) Data Analysis Expressions
3 3 (10.00%) T-SQL
4 1 (3.33%) ANSI SQL
4 1 (3.33%) Java
Qualifications
1 1 (3.33%) MCSE
1 1 (3.33%) Microsoft Certification
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 1 (3.33%) GDPR
System Software
1 1 (3.33%) Active Directory
Systems Management
1 1 (3.33%) Terraform
Vendors
1 5 (16.67%) Salesforce
2 3 (10.00%) Amplitude
2 3 (10.00%) Google
3 2 (6.67%) Microsoft
3 2 (6.67%) Oracle
4 1 (3.33%) Databricks
4 1 (3.33%) Informatica
4 1 (3.33%) Talend