Snowflake Schema Contracts with Hybrid/Remote/WFH Options

Snowflake Schema
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 285 320 460
Rank change year-on-year +35 +140 +129
Contract jobs citing Snowflake Schema 19 25 17
As % of all contract jobs with a WFH option 0.19% 0.16% 0.066%
As % of the Database & Business Intelligence category 0.91% 0.86% 0.34%
Number of daily rates quoted 17 17 12
10th Percentile £422 - £500
25th Percentile £450 £413 £519
Median daily rate (50th Percentile) £475 £450 £663
Median % change year-on-year +5.56% -32.08% +7.72%
75th Percentile £625 £575 £800
90th Percentile £738 £593 -
UK median daily rate £525 £475 £570
% change year-on-year +10.53% -16.67% -7.32%

All Database and Business Intelligence Skills
Work from Home

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 with remote or hybrid options requiring database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 2,098 2,911 4,942
As % of all contract jobs with a WFH option 21.18% 18.97% 19.11%
Number of daily rates quoted 1,488 2,137 3,601
10th Percentile £363 £356 £386
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £525 £513 £525
Median % change year-on-year +2.44% -2.38% -
75th Percentile £675 £650 £650
90th Percentile £838 £750 £750
UK median daily rate £525 £525 £540
% change year-on-year - -2.78% -1.64%
Number of hourly rates quoted 21 37 79
10th Percentile £22.50 £20.06 £22.16
25th Percentile £30.00 £22.61 £43.57
Median hourly rate £63.00 £40.00 £66.00
Median % change year-on-year +57.50% -39.39% +46.67%
75th Percentile £66.00 £61.50 £75.00
90th Percentile £92.50 £70.25 £85.00
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +41.18%

Snowflake Schema
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Snowflake Schema as a proportion of all IT jobs advertised.

Snowflake Schema trend for jobs with Hybrid/Remote/WFH options

Snowflake Schema
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Snowflake Schema.

Snowflake Schema daily rate for jobs with a WFH option

Snowflake Schema
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Snowflake Schema over the 6 months to 1 May 2025.

Snowflake Schema daily rate histogram for jobs with a WFH option

Snowflake Schema
Co-occurring Skills and Capabilities with WFH Options 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 6 (31.58%) Apache Airflow
2 1 (5.26%) Apache
2 1 (5.26%) SharePoint
Applications
1 1 (5.26%) Microsoft Excel
Business Applications
1 4 (21.05%) Aladdin
Cloud Services
1 12 (63.16%) Azure
2 11 (57.89%) Power Platform
3 10 (52.63%) Snowflake
4 6 (31.58%) Azure Synapse Analytics
4 6 (31.58%) dbt
5 4 (21.05%) AWS
6 3 (15.79%) GitHub
7 2 (10.53%) Alation
7 2 (10.53%) Azure Data Factory
7 2 (10.53%) GCP
8 1 (5.26%) Azure Functions
8 1 (5.26%) IaaS
8 1 (5.26%) PaaS
8 1 (5.26%) Serverless
Database & Business Intelligence
1 11 (57.89%) Power BI
2 7 (36.84%) Data Warehouse
3 4 (21.05%) Star Schema
3 4 (21.05%) Tableau
4 3 (15.79%) Data Vault
4 3 (15.79%) NoSQL
5 2 (10.53%) BusinessObjects
5 2 (10.53%) BusinessObjects Business Intelligence
5 2 (10.53%) Metabase
5 2 (10.53%) Relational Database
5 2 (10.53%) SQL Server
5 2 (10.53%) Tableau Server
6 1 (5.26%) Amazon Redshift
6 1 (5.26%) Azure SQL Data Warehouse
6 1 (5.26%) BigQuery
6 1 (5.26%) Data Lake
6 1 (5.26%) Data Mining
6 1 (5.26%) InfluxDB
6 1 (5.26%) PostgreSQL
6 1 (5.26%) QlikView
Development Applications
1 2 (10.53%) Git
1 2 (10.53%) Terragrunt
2 1 (5.26%) ERwin
General
1 7 (36.84%) Finance
2 4 (21.05%) Public Sector
3 2 (10.53%) Analytical Skills
3 2 (10.53%) Social Skills
4 1 (5.26%) Inclusion and Diversity
4 1 (5.26%) Local Government
Job Titles
1 7 (36.84%) Data Engineer
1 7 (36.84%) Developer
2 6 (31.58%) Snowflake Developer
3 4 (21.05%) Senior
4 3 (15.79%) Analyst
4 3 (15.79%) Business Intelligence Developer
4 3 (15.79%) Senior Data Engineer
5 2 (10.53%) Business Intelligence Analyst
5 2 (10.53%) SAP Analyst
5 2 (10.53%) SAP BI Analyst
5 2 (10.53%) SAP BusinessObjects Analyst (SAP BO Analyst)
6 1 (5.26%) Analyst Developer
6 1 (5.26%) Business Intelligence Consultant
6 1 (5.26%) Consultant
6 1 (5.26%) Data Analyst
6 1 (5.26%) Data Modeller
6 1 (5.26%) Financial Analyst
6 1 (5.26%) SAP BusinessObjects Developer (SAP BO Developer)
6 1 (5.26%) SAP Developer
6 1 (5.26%) Server Analyst
Libraries, Frameworks & Software Standards
1 1 (5.26%) NumPy
1 1 (5.26%) Pandas
Miscellaneous
1 5 (26.32%) Data Structures
2 4 (21.05%) Clustering
3 2 (10.53%) Educational Technology
4 1 (5.26%) Smart City
Processes & Methodologies
1 17 (89.47%) Data Modelling
2 13 (68.42%) ETL
3 11 (57.89%) Data Pipeline
4 10 (52.63%) Business Intelligence
5 8 (42.11%) Problem-Solving
6 7 (36.84%) Analytics
6 7 (36.84%) Visualisation
7 6 (31.58%) Data Engineering
7 6 (31.58%) Data Integration
7 6 (31.58%) Data Transformation
7 6 (31.58%) Performance Tuning
8 5 (26.32%) Agile
8 5 (26.32%) Data Governance
9 4 (21.05%) Asset Management
9 4 (21.05%) CI/CD
9 4 (21.05%) Translating Business Requirements
10 3 (15.79%) Data Analysis
10 3 (15.79%) Data Security
10 3 (15.79%) Decision-Making
10 3 (15.79%) Migration
Programming Languages
1 18 (94.74%) SQL
2 7 (36.84%) Python
3 1 (5.26%) ANSI SQL
3 1 (5.26%) Data Analysis Expressions
3 1 (5.26%) R
3 1 (5.26%) Scala
3 1 (5.26%) T-SQL
Qualifications
1 2 (10.53%) Degree
1 2 (10.53%) Security Cleared
2 1 (5.26%) SC Cleared
Quality Assurance & Compliance
1 5 (26.32%) Data Quality
2 1 (5.26%) Accessibility
2 1 (5.26%) GDPR
System Software
1 1 (5.26%) Docker
Systems Management
1 3 (15.79%) Terraform
Vendors
1 4 (21.05%) Microsoft
2 2 (10.53%) Informatica
2 2 (10.53%) MicroStrategy
2 2 (10.53%) SAP
3 1 (5.26%) Databricks
3 1 (5.26%) Google
3 1 (5.26%) IBM
3 1 (5.26%) Oracle
3 1 (5.26%) Teradata