Snowflake Schema Contract Job Trends in the North of England

Snowflake Schema
England > North of England

The table below provides summary statistics and contractor rates for jobs advertised in the North of England requiring Snowflake Schema skills. It covers contract job vacancies from the 6 months leading up to 18 October 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Oct 2025
Same period 2024 Same period 2023
Rank 191 167 -
Rank change year-on-year -24 - -
Contract jobs citing Snowflake Schema 8 3 0
As % of all contract jobs in the North of England 0.19% 0.073% -
As % of the Database & Business Intelligence category 1.12% 0.54% -
Number of daily rates quoted 7 2 0
10th Percentile £325 £434 -
25th Percentile £339 £466 -
Median daily rate (50th Percentile) £390 £538 -
Median % change year-on-year -27.44% - -
75th Percentile £415 £616 -
90th Percentile £430 £651 -
England median daily rate £525 £550 £550
% change year-on-year -4.55% - -8.33%

All Database and Business Intelligence Skills
North of 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 contract job vacancies requiring database or business intelligence skills in the North of England.

Contract vacancies with a requirement for database or business intelligence skills 715 556 740
As % of all contract IT jobs advertised in the North of England 17.00% 13.57% 14.43%
Number of daily rates quoted 496 341 532
10th Percentile £316 £350 £281
25th Percentile £378 £413 £400
Median daily rate (50th Percentile) £463 £496 £500
Median % change year-on-year -6.78% -0.77% -
75th Percentile £542 £573 £600
90th Percentile £666 £648 £675
England median daily rate £510 £550 £550
% change year-on-year -7.27% - -
Number of hourly rates quoted 5 10 17
10th Percentile - £21.65 £21.31
25th Percentile £21.02 £26.25 £26.78
Median hourly rate £36.00 £33.75 £46.18
Median % change year-on-year +6.67% -26.92% -19.83%
75th Percentile £40.00 £60.94 £55.00
90th Percentile £67.60 £65.48 £63.80
England median hourly rate £42.00 £35.00 £52.50
% change year-on-year +19.99% -33.33% +5.00%

Snowflake Schema
Job Vacancy Trend in the North of England

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

Snowflake Schema job vacancy trend in the North of England

Snowflake Schema
Daily Rate Trend in the North of England

Contractor daily rate distribution trend for jobs in the North of England citing Snowflake Schema.

Contractor daily rate distribution trend for jobs in the North of England citing Snowflake Schema

Snowflake Schema
Contract Job Locations in the North of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Snowflake Schema within the North of England region over the 6 months to 18 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
North West -6 8 £390 -27.44% 5
Snowflake Schema
England

Snowflake Schema
Co-Occurring Skills & Capabilities in the North of 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 3 (37.50%) Apache Airflow
Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 5 (62.50%) Snowflake
2 3 (37.50%) dbt
2 3 (37.50%) Prefect
3 2 (25.00%) GitHub
3 2 (25.00%) Power Platform
4 1 (12.50%) Azure
4 1 (12.50%) Azure Data Factory
4 1 (12.50%) Azure Synapse Analytics
4 1 (12.50%) Power Automate
Database & Business Intelligence
1 5 (62.50%) Data Warehouse
2 2 (25.00%) Power BI
3 1 (12.50%) Azure SQL Data Warehouse
3 1 (12.50%) Qlik Sense
Development Applications
1 3 (37.50%) Git
General
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Law
Job Titles
1 3 (37.50%) Data Engineer
1 3 (37.50%) Developer
2 2 (25.00%) Snowflake Developer
3 1 (12.50%) Analyst
3 1 (12.50%) Azure Developer
3 1 (12.50%) Business Intelligence Consultant
3 1 (12.50%) Consultant
3 1 (12.50%) Data Analyst
3 1 (12.50%) Data Warehouse Developer
3 1 (12.50%) Power BI Consultant
3 1 (12.50%) Senior
3 1 (12.50%) Senior Business Intelligence Consultant
3 1 (12.50%) Senior Consultant
3 1 (12.50%) Snowflake Consultant
3 1 (12.50%) Snowflake Data Engineer
3 1 (12.50%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Streamlit
Miscellaneous
1 3 (37.50%) Clustering
2 1 (12.50%) Data Protection Act
2 1 (12.50%) Data Structures
2 1 (12.50%) Legacy Systems
Processes & Methodologies
1 6 (75.00%) Data Modelling
2 4 (50.00%) Analytics
2 4 (50.00%) Business Intelligence
2 4 (50.00%) Continuous Improvement
2 4 (50.00%) Data Transformation
2 4 (50.00%) Performance Tuning
3 3 (37.50%) CI/CD
3 3 (37.50%) Data Engineering
3 3 (37.50%) Data Science
3 3 (37.50%) RBAC
3 3 (37.50%) Resource Management
4 2 (25.00%) Actionable Insight
4 2 (25.00%) AI
4 2 (25.00%) Business Analytics
4 2 (25.00%) ETL
4 2 (25.00%) Problem-Solving
4 2 (25.00%) SIEM
4 2 (25.00%) Storage Management
4 2 (25.00%) Validation
4 2 (25.00%) Visualisation
Programming Languages
1 6 (75.00%) SQL
2 3 (37.50%) PL/SQL
3 1 (12.50%) T-SQL
Qualifications
1 1 (12.50%) Degree
Quality Assurance & Compliance
1 6 (75.00%) Data Quality
Vendors
1 1 (12.50%) Microsoft