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 14 December 2025, with comparisons to the same periods in the previous two years.

6 months to
14 Dec 2025
Same period 2024 Same period 2023
Rank 585 651 639
Rank change year-on-year +66 -12 +288
Permanent jobs citing Snowflake Schema 29 48 17
As % of all permanent jobs in England 0.057% 0.092% 0.039%
As % of the Database & Business Intelligence category 0.49% 0.52% 0.18%
Number of salaries quoted 23 22 15
10th Percentile £53,500 £52,625 £27,500
25th Percentile £66,875 £53,750 £45,625
Median annual salary (50th Percentile) £87,500 £60,000 £67,500
Median % change year-on-year +45.83% -11.11% +8.00%
75th Percentile £97,500 £80,000 £81,000
90th Percentile £115,000 £101,500 £84,000
UK median annual salary £86,250 £60,000 £66,250
% change year-on-year +43.75% -9.43% +8.16%

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 5,966 9,307 9,363
As % of all permanent jobs advertised in England 11.72% 17.79% 21.33%
Number of salaries quoted 3,946 5,414 7,367
10th Percentile £35,000 £38,000 £37,229
25th Percentile £42,500 £47,500 £47,500
Median annual salary (50th Percentile) £60,000 £65,000 £61,000
Median % change year-on-year -7.69% +6.56% -2.40%
75th Percentile £80,000 £87,500 £80,438
90th Percentile £102,500 £115,000 £96,539
UK median annual salary £60,000 £63,900 £60,000
% change year-on-year -6.10% +6.50% -4.00%

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 14 December 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 14 December 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 +58 18 £90,000 +26.32% 9
North of England +29 5 £120,500 - 5
North West +35 3 £70,000 - 4
South East +32 2 - - 7
Midlands +30 2 £68,750 +25.00%
East of England - 2 £62,500 - 1
Yorkshire - 2 £120,500 - 1
West Midlands +30 1 £70,000 +27.27%
East Midlands - 1 £67,500 -
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 (13.79%) Apache Airflow
2 3 (10.34%) Apache
3 1 (3.45%) Apache Spark
Business Applications
1 1 (3.45%) SimCorp Dimension
Cloud Services
1 19 (65.52%) Snowflake
2 16 (55.17%) Power Platform
3 15 (51.72%) AWS
4 13 (44.83%) Azure
5 12 (41.38%) dbt
6 7 (24.14%) Azure Synapse Analytics
7 6 (20.69%) Azure DevOps
8 5 (17.24%) Fivetran
8 5 (17.24%) GCP
9 4 (13.79%) Collibra
10 3 (10.34%) Azure Data Factory
10 3 (10.34%) SaaS
11 2 (6.90%) Cloud Computing
11 2 (6.90%) Matillion
12 1 (3.45%) Amazon S3
12 1 (3.45%) AWS CloudFormation
12 1 (3.45%) AWS Lambda
12 1 (3.45%) GitHub
12 1 (3.45%) Google Analytics
12 1 (3.45%) Serverless
Database & Business Intelligence
1 16 (55.17%) Power BI
2 13 (44.83%) Data Warehouse
3 9 (31.03%) SQL Server
4 6 (20.69%) SQL Server Analysis Services
5 5 (17.24%) NoSQL
5 5 (17.24%) SQL Server Integration Services
5 5 (17.24%) SQL Server Reporting Services
6 4 (13.79%) Data Vault
6 4 (13.79%) Power Query
7 3 (10.34%) Data Lake
7 3 (10.34%) Metadata
7 3 (10.34%) MongoDB
8 2 (6.90%) Airbyte
8 2 (6.90%) Tableau
9 1 (3.45%) Amazon QuickSight
9 1 (3.45%) Amazon Redshift
9 1 (3.45%) Azure SQL Database
9 1 (3.45%) Big Data
9 1 (3.45%) Data Hub
9 1 (3.45%) Pentaho
Development Applications
1 4 (13.79%) Git
2 2 (6.90%) GitLab
3 1 (3.45%) SonarQube
General
1 6 (20.69%) Social Skills
2 5 (17.24%) Finance
2 5 (17.24%) Law
3 3 (10.34%) Banking
3 3 (10.34%) Investment Banking
4 2 (6.90%) Music Industry
5 1 (3.45%) Advertising
5 1 (3.45%) Analytical Skills
5 1 (3.45%) Automotive
5 1 (3.45%) Front Office
5 1 (3.45%) Marketing
5 1 (3.45%) Organisational Skills
Job Titles
1 16 (55.17%) Data Engineer
2 10 (34.48%) Snowflake Engineer
3 9 (31.03%) Snowflake Data Engineer
4 5 (17.24%) Senior
4 5 (17.24%) Senior Data Engineer
5 3 (10.34%) Architect
5 3 (10.34%) Data Architect
5 3 (10.34%) Developer
5 3 (10.34%) Lead
5 3 (10.34%) Python Data Engineer
5 3 (10.34%) Python Engineer
6 2 (6.90%) Snowflake Developer
7 1 (3.45%) AWS Data Engineer
7 1 (3.45%) Azure Data Engineer
7 1 (3.45%) Azure Specialist
7 1 (3.45%) Business Intelligence Developer
7 1 (3.45%) Consultant
7 1 (3.45%) Kafka Engineer
7 1 (3.45%) Principal Data Engineer
7 1 (3.45%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (13.79%) Snowpark
2 3 (10.34%) Kafka
3 2 (6.90%) PySpark
4 1 (3.45%) REST
Miscellaneous
1 4 (13.79%) Data Structures
1 4 (13.79%) Product Ownership
2 3 (10.34%) Legacy Code
3 2 (6.90%) Legacy Systems
4 1 (3.45%) Distributed Computing
4 1 (3.45%) Educational Technology
4 1 (3.45%) Hedge funds
4 1 (3.45%) Reinsurance
4 1 (3.45%) Replication
Processes & Methodologies
1 27 (93.10%) Data Modelling
2 17 (58.62%) Analytics
2 17 (58.62%) ETL
3 16 (55.17%) Business Intelligence
4 13 (44.83%) Data Pipeline
5 12 (41.38%) Data Engineering
6 11 (37.93%) Decision-Making
7 10 (34.48%) Data Governance
8 8 (27.59%) CI/CD
8 8 (27.59%) Data Architecture
8 8 (27.59%) DevOps
9 7 (24.14%) AI
10 6 (20.69%) Performance Tuning
10 6 (20.69%) Roadmaps
10 6 (20.69%) Stakeholder Engagement
11 5 (17.24%) Cost Optimisation
11 5 (17.24%) Data Lineage
11 5 (17.24%) Dimensional Modelling
11 5 (17.24%) Performance Optimisation
12 4 (13.79%) Data Integration
Programming Languages
1 19 (65.52%) SQL
2 18 (62.07%) Python
3 4 (13.79%) C#
3 4 (13.79%) Data Analysis Expressions
4 2 (6.90%) ANSI SQL
4 2 (6.90%) T-SQL
5 1 (3.45%) PowerShell
Qualifications
1 1 (3.45%) Computer Science Degree
1 1 (3.45%) Degree
1 1 (3.45%) MCSE
1 1 (3.45%) Microsoft Certification
1 1 (3.45%) Security Cleared
Quality Assurance & Compliance
1 10 (34.48%) Data Quality
2 1 (3.45%) Accessibility
System Software
1 1 (3.45%) Active Directory
1 1 (3.45%) Docker
Systems Management
1 3 (10.34%) Terraform
Vendors
1 4 (13.79%) Dataiku
1 4 (13.79%) Oracle
2 2 (6.90%) Databricks
2 2 (6.90%) Informatica
2 2 (6.90%) Microsoft
3 1 (3.45%) Bloomberg
3 1 (3.45%) Facebook
3 1 (3.45%) Google
3 1 (3.45%) MuleSoft
3 1 (3.45%) OpenAI
3 1 (3.45%) Salesforce
3 1 (3.45%) Salesforce Marketing Cloud
3 1 (3.45%) SimCorp
3 1 (3.45%) Talend