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 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 419 486 602
Rank change year-on-year +67 +116 +104
Contract jobs citing Snowflake Schema 57 51 35
As % of all contract jobs advertised in England 0.24% 0.14% 0.074%
As % of the Database & Business Intelligence category 1.24% 0.82% 0.42%
Number of daily rates quoted 43 36 26
10th Percentile £413 £413 £425
25th Percentile £440 £422 £503
Median daily rate (50th Percentile) £513 £500 £585
Median % change year-on-year +2.50% -14.53% -13.33%
75th Percentile £625 £591 £775
90th Percentile £738 £656 £800
UK median daily rate £500 £500 £570
% change year-on-year - -12.28% -8.80%

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 4,579 6,255 8,405
As % of all contract IT jobs advertised in England 19.05% 17.01% 17.69%
Number of daily rates quoted 3,180 4,523 6,036
10th Percentile £363 £350 £375
25th Percentile £424 £425 £450
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% -
75th Percentile £650 £675 £675
90th Percentile £775 £788 £775
UK median daily rate £518 £525 £550
% change year-on-year -1.43% -4.55% -
Number of hourly rates quoted 91 136 159
10th Percentile £19.25 £14.00 £21.24
25th Percentile £22.94 £20.70 £32.30
Median hourly rate £31.64 £40.00 £60.00
Median % change year-on-year -20.90% -33.33% +36.52%
75th Percentile £60.38 £55.63 £75.00
90th Percentile £70.00 £73.75 £83.40
UK median hourly rate £32.81 £40.00 £60.00
% change year-on-year -17.98% -33.33% +33.33%

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 30 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 30 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 +75 42 £525 -4.55% 16
North of England +1 4 £446 -18.86% 25
North West -2 3 £430 -21.82% 14
South East +54 2 £531 +25.00% 33
South West +37 2 £456 +1.39% 9
East of England - 2 £550 - 15
North East -1 1 £463 - 2
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 11 (19.30%) Apache Airflow
2 4 (7.02%) Apache
3 1 (1.75%) Apache Spark
3 1 (1.75%) SharePoint
Applications
1 1 (1.75%) Microsoft Excel
Business Applications
1 4 (7.02%) Aladdin
Cloud Services
1 29 (50.88%) Azure
2 26 (45.61%) Snowflake
3 20 (35.09%) AWS
4 17 (29.82%) Power Platform
5 15 (26.32%) dbt
6 9 (15.79%) GCP
6 9 (15.79%) GitHub
7 8 (14.04%) Azure Synapse Analytics
8 6 (10.53%) Azure Data Factory
9 3 (5.26%) Alation
10 2 (3.51%) Amazon S3
10 2 (3.51%) Azure DevOps
10 2 (3.51%) SaaS
11 1 (1.75%) Azure Cosmos DB
11 1 (1.75%) Azure Functions
11 1 (1.75%) Collibra
11 1 (1.75%) GitHub Actions
11 1 (1.75%) Microsoft Purview
11 1 (1.75%) Serverless
11 1 (1.75%) SuccessFactors
Database & Business Intelligence
1 28 (49.12%) Data Warehouse
2 17 (29.82%) Power BI
3 10 (17.54%) Data Vault
3 10 (17.54%) Star Schema
4 6 (10.53%) Data Lake
4 6 (10.53%) Tableau
5 5 (8.77%) Big Data
5 5 (8.77%) NoSQL
5 5 (8.77%) Relational Database
6 4 (7.02%) BigQuery
6 4 (7.02%) InfluxDB
6 4 (7.02%) SQL Server
7 3 (5.26%) Azure SQL Database
7 3 (5.26%) Metadata
7 3 (5.26%) SQL Server Integration Services
8 2 (3.51%) Amazon Redshift
8 2 (3.51%) Looker
8 2 (3.51%) Metabase
8 2 (3.51%) Tableau Server
9 1 (1.75%) OLAP Cube
Development Applications
1 5 (8.77%) Terragrunt
2 4 (7.02%) ERwin
3 3 (5.26%) Git
4 1 (1.75%) ER Studio
4 1 (1.75%) GitLab
General
1 14 (24.56%) Social Skills
2 10 (17.54%) Finance
3 7 (12.28%) Analytical Skills
4 4 (7.02%) Public Sector
4 4 (7.02%) Retail
5 3 (5.26%) Local Government
6 2 (3.51%) Manufacturing
7 1 (1.75%) Banking
7 1 (1.75%) Inclusion and Diversity
7 1 (1.75%) Influencing Skills
7 1 (1.75%) Marketing
7 1 (1.75%) Presentation Skills
7 1 (1.75%) Telecoms
Job Titles
1 18 (31.58%) Data Engineer
2 14 (24.56%) Developer
3 13 (22.81%) Senior
4 11 (19.30%) Architect
4 11 (19.30%) Snowflake Developer
5 10 (17.54%) Data Architect
6 7 (12.28%) Analyst
7 6 (10.53%) Senior Data Engineer
7 6 (10.53%) Snowflake Engineer
8 5 (8.77%) Data Analyst
8 5 (8.77%) Snowflake Data Engineer
9 4 (7.02%) Business Intelligence Developer
10 3 (5.26%) Data Modeller
10 3 (5.26%) Senior Analyst
10 3 (5.26%) Senior Developer
10 3 (5.26%) Snowflake Architect
11 2 (3.51%) Azure Data Engineer
11 2 (3.51%) Azure Engineer
11 2 (3.51%) Consultant
11 2 (3.51%) DBA
Libraries, Frameworks & Software Standards
1 2 (3.51%) Kafka
2 1 (1.75%) .NET
2 1 (1.75%) JDBC
2 1 (1.75%) MDX
2 1 (1.75%) ODBC
Miscellaneous
1 6 (10.53%) Clustering
1 6 (10.53%) Data Structures
2 2 (3.51%) Data Protection Act
2 2 (3.51%) Educational Technology
2 2 (3.51%) Replication
3 1 (1.75%) Algorithms
3 1 (1.75%) IoT
3 1 (1.75%) Legacy Systems
3 1 (1.75%) Onboarding
3 1 (1.75%) Product Ownership
3 1 (1.75%) Smart City
3 1 (1.75%) Taxonomies
3 1 (1.75%) Team-Oriented Environment
Operating Systems
1 1 (1.75%) Linux
1 1 (1.75%) Unix
Processes & Methodologies
1 47 (82.46%) Data Modelling
2 25 (43.86%) Data Pipeline
2 25 (43.86%) ETL
3 24 (42.11%) Business Intelligence
4 19 (33.33%) Analytics
5 18 (31.58%) Data Engineering
6 17 (29.82%) Visualisation
7 15 (26.32%) Performance Tuning
8 14 (24.56%) Decision-Making
9 13 (22.81%) Data Governance
9 13 (22.81%) Problem-Solving
10 12 (21.05%) Data Architecture
10 12 (21.05%) Data Transformation
11 10 (17.54%) Artificial Intelligence
11 10 (17.54%) Translating Business Requirements
12 9 (15.79%) Actionable Insight
12 9 (15.79%) Data Integration
13 8 (14.04%) Agile
13 8 (14.04%) CI/CD
13 8 (14.04%) Physical Data Model
Programming Languages
1 48 (84.21%) SQL
2 21 (36.84%) Python
3 2 (3.51%) Data Analysis Expressions
3 2 (3.51%) Shell Script
4 1 (1.75%) PL/SQL
Qualifications
1 2 (3.51%) Security Cleared
1 2 (3.51%) SnowPro
1 2 (3.51%) Tableau Certification
2 1 (1.75%) Degree
Quality Assurance & Compliance
1 22 (38.60%) Data Quality
2 4 (7.02%) Accessibility
2 4 (7.02%) GDPR
3 1 (1.75%) QA
System Software
1 4 (7.02%) Docker
Systems Management
1 7 (12.28%) Terraform
Vendors
1 6 (10.53%) Microsoft
2 5 (8.77%) Informatica
2 5 (8.77%) MicroStrategy
3 4 (7.02%) Databricks
3 4 (7.02%) Google
3 4 (7.02%) Teradata
4 3 (5.26%) Talend
5 2 (3.51%) Oracle
5 2 (3.51%) Sparx
6 1 (1.75%) IBM
6 1 (1.75%) Salesforce
6 1 (1.75%) SAP
6 1 (1.75%) Virgin Media
6 1 (1.75%) Workday