Snowflake Schema Contracts in England

Snowflake Schema
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Snowflake Schema skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Snowflake Schema over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 430 505 618
Rank change year-on-year +75 +113 +106
Contract jobs citing Snowflake Schema 55 37 35
As % of all contract jobs advertised in England 0.23% 0.099% 0.069%
As % of the Database & Business Intelligence category 1.19% 0.59% 0.39%
Number of daily rates quoted 43 27 26
10th Percentile £413 £413 £425
25th Percentile £453 £425 £503
Median daily rate (50th Percentile) £525 £475 £585
Median % change year-on-year +10.53% -18.80% -2.50%
75th Percentile £625 £594 £775
90th Percentile £738 £673 £800
UK median daily rate £525 £475 £570
% change year-on-year +10.53% -16.67% -7.32%

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 contract job vacancies requiring database or business intelligence skills in England.

Contract vacancies with a requirement for database or business intelligence skills 4,625 6,230 9,074
As % of all contract IT jobs advertised in England 18.99% 16.75% 17.98%
Number of daily rates quoted 3,253 4,477 6,506
10th Percentile £360 £352 £375
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £525 £530 £550
Median % change year-on-year -0.94% -3.64% -
75th Percentile £659 £675 £675
90th Percentile £775 £788 £775
UK median daily rate £525 £525 £540
% change year-on-year - -2.78% -1.64%
Number of hourly rates quoted 91 130 166
10th Percentile £19.25 £14.00 £21.24
25th Percentile £23.50 £20.98 £33.05
Median hourly rate £32.05 £40.13 £58.05
Median % change year-on-year -20.12% -30.87% +35.25%
75th Percentile £65.00 £57.61 £70.19
90th Percentile £70.00 £72.50 £79.19
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +41.18%

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
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Snowflake Schema in England.

Daily rate trend for Snowflake Schema in England

Snowflake Schema
Daily Rate Histogram in England

Daily rate distribution for jobs citing Snowflake Schema in England over the 6 months to 1 May 2025.

Daily rate histogram for Snowflake Schema in England

Snowflake Schema
Contract Job Locations in 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 England region over the 6 months to 1 May 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
London +74 44 £525 - 21
South East +45 2 £531 +25.00% 4
North of England +7 2 £494 -10.23% 2
South West +38 1 £400 -11.11% 5
Midlands +22 1 £475 -
West Midlands +14 1 £475 -
North West +4 1 £525 -4.55% 1
North East -1 1 £463 -
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 10 (18.18%) Apache Airflow
2 7 (12.73%) Apache
3 4 (7.27%) Apache Spark
4 1 (1.82%) SharePoint
Applications
1 1 (1.82%) Microsoft Excel
Business Applications
1 4 (7.27%) Aladdin
Cloud Services
1 31 (56.36%) Azure
2 25 (45.45%) Snowflake
3 22 (40.00%) Power Platform
4 16 (29.09%) AWS
5 11 (20.00%) dbt
6 9 (16.36%) Azure Synapse Analytics
7 7 (12.73%) GCP
8 6 (10.91%) Azure Data Factory
8 6 (10.91%) GitHub
9 4 (7.27%) Azure DevOps
10 3 (5.45%) Alation
11 2 (3.64%) Amazon S3
11 2 (3.64%) SaaS
12 1 (1.82%) Azure Cosmos DB
12 1 (1.82%) Azure Functions
12 1 (1.82%) Collibra
12 1 (1.82%) GitHub Actions
12 1 (1.82%) IaaS
12 1 (1.82%) PaaS
12 1 (1.82%) Serverless
Database & Business Intelligence
1 26 (47.27%) Data Warehouse
2 22 (40.00%) Power BI
3 12 (21.82%) Star Schema
4 10 (18.18%) Tableau
5 9 (16.36%) Data Vault
6 8 (14.55%) Data Lake
7 7 (12.73%) Big Data
7 7 (12.73%) NoSQL
7 7 (12.73%) Relational Database
8 4 (7.27%) Azure SQL Database
8 4 (7.27%) BusinessObjects
8 4 (7.27%) BusinessObjects Business Intelligence
8 4 (7.27%) InfluxDB
8 4 (7.27%) SQL Server
8 4 (7.27%) Tableau Server
9 3 (5.45%) BigQuery
9 3 (5.45%) Metadata
10 2 (3.64%) Amazon Redshift
10 2 (3.64%) Looker
10 2 (3.64%) Metabase
Development Applications
1 6 (10.91%) Git
2 4 (7.27%) ERwin
2 4 (7.27%) Terragrunt
3 1 (1.82%) GitLab
General
1 15 (27.27%) Social Skills
2 13 (23.64%) Finance
3 8 (14.55%) Analytical Skills
4 5 (9.09%) Public Sector
5 3 (5.45%) Local Government
5 3 (5.45%) Retail
6 2 (3.64%) Banking
6 2 (3.64%) Manufacturing
6 2 (3.64%) Presentation Skills
7 1 (1.82%) Financial Institution
7 1 (1.82%) Inclusion and Diversity
7 1 (1.82%) Marketing
7 1 (1.82%) Telecoms
Job Titles
1 18 (32.73%) Data Engineer
2 13 (23.64%) Developer
3 12 (21.82%) Senior
4 10 (18.18%) Analyst
5 9 (16.36%) Architect
5 9 (16.36%) Data Architect
6 8 (14.55%) Snowflake Developer
7 6 (10.91%) Data Analyst
8 5 (9.09%) Business Intelligence Developer
8 5 (9.09%) Senior Data Engineer
8 5 (9.09%) Snowflake Engineer
9 4 (7.27%) Business Intelligence Analyst
9 4 (7.27%) Snowflake Data Engineer
10 3 (5.45%) Consultant
10 3 (5.45%) Lead
10 3 (5.45%) SAP Analyst
10 3 (5.45%) SAP BI Analyst
10 3 (5.45%) SAP BusinessObjects Analyst (SAP BO Analyst)
10 3 (5.45%) Senior Analyst
10 3 (5.45%) Senior Developer
Libraries, Frameworks & Software Standards
1 4 (7.27%) Kafka
2 3 (5.45%) .NET
3 1 (1.82%) JDBC
3 1 (1.82%) MDX
3 1 (1.82%) NumPy
3 1 (1.82%) ODBC
3 1 (1.82%) Pandas
Miscellaneous
1 7 (12.73%) Data Structures
2 6 (10.91%) Clustering
3 2 (3.64%) Data Protection Act
3 2 (3.64%) Educational Technology
4 1 (1.82%) Data Centre
4 1 (1.82%) IoT
4 1 (1.82%) Legacy Systems
4 1 (1.82%) Onboarding
4 1 (1.82%) Replication
4 1 (1.82%) Smart City
4 1 (1.82%) Taxonomies
4 1 (1.82%) Team-Oriented Environment
Operating Systems
1 1 (1.82%) Linux
1 1 (1.82%) Unix
Processes & Methodologies
1 48 (87.27%) Data Modelling
2 27 (49.09%) Business Intelligence
2 27 (49.09%) ETL
3 23 (41.82%) Data Pipeline
4 20 (36.36%) Data Engineering
4 20 (36.36%) Visualisation
5 19 (34.55%) Analytics
6 15 (27.27%) Problem-Solving
7 14 (25.45%) Data Governance
8 12 (21.82%) CI/CD
8 12 (21.82%) Data Transformation
8 12 (21.82%) Performance Tuning
9 10 (18.18%) Actionable Insight
9 10 (18.18%) Agile
9 10 (18.18%) Data Architecture
9 10 (18.18%) Decision-Making
9 10 (18.18%) Translating Business Requirements
10 8 (14.55%) Artificial Intelligence
10 8 (14.55%) Data Visualisation
11 7 (12.73%) Data Integration
Programming Languages
1 46 (83.64%) SQL
2 22 (40.00%) Python
3 2 (3.64%) PL/SQL
4 1 (1.82%) ANSI SQL
4 1 (1.82%) Data Analysis Expressions
4 1 (1.82%) R
4 1 (1.82%) Scala
4 1 (1.82%) Shell Script
4 1 (1.82%) T-SQL
Qualifications
1 4 (7.27%) Degree
2 3 (5.45%) Security Cleared
3 2 (3.64%) SnowPro
3 2 (3.64%) Tableau Certification
4 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 25 (45.45%) Data Quality
2 4 (7.27%) Accessibility
2 4 (7.27%) GDPR
3 1 (1.82%) QA
System Software
1 4 (7.27%) Docker
Systems Management
1 6 (10.91%) Terraform
Vendors
1 9 (16.36%) Microsoft
2 7 (12.73%) Databricks
3 5 (9.09%) Informatica
3 5 (9.09%) SAP
4 4 (7.27%) MicroStrategy
5 3 (5.45%) Google
5 3 (5.45%) Oracle
5 3 (5.45%) Talend
5 3 (5.45%) Teradata
6 2 (3.64%) Sparx
7 1 (1.82%) Alteryx
7 1 (1.82%) IBM
7 1 (1.82%) Salesforce
7 1 (1.82%) Virgin Media
7 1 (1.82%) Workday