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 permanent job vacancies from the 6 months leading up to 7 November 2025, with comparisons to the same periods in the previous two years.

6 months to
7 Nov 2025
Same period 2024 Same period 2023
Rank 583 672 675
Rank change year-on-year +89 +3 +309
Permanent jobs citing Snowflake Schema 31 44 17
As % of all permanent jobs in England 0.071% 0.072% 0.036%
As % of the Database & Business Intelligence category 0.51% 0.45% 0.17%
Number of salaries quoted 26 18 15
10th Percentile £55,000 £50,750 £27,500
25th Percentile £67,188 £53,750 £45,625
Median annual salary (50th Percentile) £82,500 £62,500 £65,000
Median % change year-on-year +32.00% -3.85% +4.00%
75th Percentile £95,625 £80,000 £82,250
90th Percentile £115,000 £95,500 £85,750
UK median annual salary £82,500 £62,500 £62,500
% change year-on-year +32.00% - -

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 6,135 9,735 10,258
As % of all permanent jobs advertised in England 13.96% 15.96% 21.60%
Number of salaries quoted 4,107 5,553 8,047
10th Percentile £33,750 £38,750 £37,500
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £62,000
Median % change year-on-year -7.69% +4.84% -0.80%
75th Percentile £80,000 £88,750 £80,000
90th Percentile £107,500 £115,000 £97,374
UK median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% -2.44%

Snowflake Schema
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Snowflake Schema relative to all permanent IT jobs advertised in England.

Snowflake Schema job vacancy trend 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 7 November 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 7 November 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 +36 21 £88,750 +36.54% 56
North of England +18 4 £120,500 - 14
Midlands - 3 £70,000 - 1
North West +23 2 £70,000 - 12
Yorkshire - 2 £120,500 - 2
East Midlands - 2 £68,750 - 1
South West +38 1 - - 1
South East +26 1 £90,000 +56.52% 46
West Midlands - 1 £70,000 -
East of England - 1 £60,000 - 3
Snowflake Schema
UK

Snowflake Schema
Co-Occurring Skills & Capabilities in England 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 4 (12.90%) Apache
1 4 (12.90%) Apache Airflow
Cloud Services
1 16 (51.61%) Snowflake
2 15 (48.39%) Power Platform
3 13 (41.94%) Azure
4 12 (38.71%) AWS
5 9 (29.03%) Azure Synapse Analytics
5 9 (29.03%) dbt
6 5 (16.13%) Azure Data Factory
6 5 (16.13%) Azure DevOps
6 5 (16.13%) GCP
7 4 (12.90%) Collibra
7 4 (12.90%) Fivetran
7 4 (12.90%) SaaS
8 2 (6.45%) Entra ID
8 2 (6.45%) GitHub
9 1 (3.23%) Amazon S3
9 1 (3.23%) AWS CloudFormation
9 1 (3.23%) AWS Lambda
9 1 (3.23%) Cloud Computing
9 1 (3.23%) Google Analytics
9 1 (3.23%) Serverless
Database & Business Intelligence
1 15 (48.39%) Power BI
2 14 (45.16%) Data Warehouse
3 7 (22.58%) SQL Server
4 6 (19.35%) SQL Server Analysis Services
4 6 (19.35%) SQL Server Reporting Services
5 5 (16.13%) Tableau
6 4 (12.90%) Data Lake
6 4 (12.90%) MongoDB
6 4 (12.90%) NoSQL
6 4 (12.90%) Power Query
6 4 (12.90%) SQL Server Integration Services
7 3 (9.68%) Data Vault
8 2 (6.45%) Amazon QuickSight
8 2 (6.45%) Azure SQL Database
8 2 (6.45%) Looker
8 2 (6.45%) Metadata
8 2 (6.45%) Microsoft Analysis Services
9 1 (3.23%) Amazon Redshift
9 1 (3.23%) Big Data
9 1 (3.23%) PostgreSQL
Development Applications
1 2 (6.45%) Git
2 1 (3.23%) GitLab
General
1 8 (25.81%) Social Skills
2 6 (19.35%) Law
3 3 (9.68%) Finance
4 2 (6.45%) Automotive
4 2 (6.45%) Marketing
4 2 (6.45%) Music Industry
5 1 (3.23%) Advertising
5 1 (3.23%) Banking
5 1 (3.23%) Inclusion and Diversity
5 1 (3.23%) Investment Banking
5 1 (3.23%) Legal
5 1 (3.23%) Organisational Skills
Job Titles
1 13 (41.94%) Data Engineer
2 10 (32.26%) Snowflake Data Engineer
2 10 (32.26%) Snowflake Engineer
3 6 (19.35%) Architect
3 6 (19.35%) Senior
4 5 (16.13%) Senior Data Engineer
5 4 (12.90%) Lead
5 4 (12.90%) Python Data Engineer
5 4 (12.90%) Python Engineer
6 3 (9.68%) Data Architect
6 3 (9.68%) Developer
6 3 (9.68%) Snowflake Architect
7 2 (6.45%) Analytics Developer
7 2 (6.45%) Azure Specialist
7 2 (6.45%) Business Intelligence Specialist
7 2 (6.45%) Technical Architect
8 1 (3.23%) AWS Data Engineer
8 1 (3.23%) Kafka Engineer
8 1 (3.23%) Lead Data Engineer
8 1 (3.23%) Snowflake Developer
Libraries, Frameworks & Software Standards
1 4 (12.90%) Kafka
2 2 (6.45%) REST
2 2 (6.45%) Streamlit
3 1 (3.23%) Lambda Expressions
3 1 (3.23%) Snowpark
Miscellaneous
1 4 (12.90%) Data Structures
1 4 (12.90%) Legacy Code
2 3 (9.68%) Product Ownership
2 3 (9.68%) Reinsurance
3 2 (6.45%) Cloud Native
3 2 (6.45%) Legacy Systems
4 1 (3.23%) Algorithms
4 1 (3.23%) Educational Technology
4 1 (3.23%) Self-Motivation
Processes & Methodologies
1 27 (87.10%) Data Modelling
2 17 (54.84%) Analytics
2 17 (54.84%) ETL
3 15 (48.39%) Business Intelligence
4 13 (41.94%) Data Engineering
5 12 (38.71%) Data Pipeline
6 9 (29.03%) Decision-Making
7 8 (25.81%) Data Governance
8 7 (22.58%) CI/CD
8 7 (22.58%) Data Lineage
8 7 (22.58%) DevOps
8 7 (22.58%) Roadmaps
9 6 (19.35%) Agile
9 6 (19.35%) AI
9 6 (19.35%) Data Architecture
9 6 (19.35%) Performance Tuning
9 6 (19.35%) Stakeholder Engagement
10 5 (16.13%) Data Extraction
11 4 (12.90%) Data Integration
11 4 (12.90%) Dimensional Modelling
Programming Languages
1 19 (61.29%) SQL
2 14 (45.16%) Python
3 5 (16.13%) Data Analysis Expressions
4 4 (12.90%) C#
4 4 (12.90%) T-SQL
5 1 (3.23%) ANSI SQL
5 1 (3.23%) Java
Qualifications
1 2 (6.45%) MCSE
1 2 (6.45%) Microsoft Certification
Quality Assurance & Compliance
1 8 (25.81%) Data Quality
System Software
1 2 (6.45%) Active Directory
2 1 (3.23%) Docker
Systems Management
1 1 (3.23%) Terraform
Vendors
1 4 (12.90%) Dataiku
2 3 (9.68%) Microsoft
2 3 (9.68%) Salesforce
3 2 (6.45%) Google
3 2 (6.45%) Oracle
4 1 (3.23%) Databricks
4 1 (3.23%) Facebook
4 1 (3.23%) Salesforce Marketing Cloud