Snowflake Schema Contracts

Snowflake Schema
UK

The following table provides summary statistics for contract job vacancies with a requirement for Snowflake Schema skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Snowflake Schema over the 6 months to 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 538 656 781
Rank change year-on-year +118 +125 -108
Contract jobs citing Snowflake Schema 64 39 75
As % of all contract jobs advertised in the UK 0.15% 0.070% 0.086%
As % of the Database & Business Intelligence category 0.87% 0.40% 0.44%
Number of daily rates quoted 46 28 50
10th Percentile £413 £422 £423
25th Percentile £425 £500 £524
Median daily rate (50th Percentile) £500 £585 £620
Median % change year-on-year -14.53% -5.65% +37.78%
75th Percentile £597 £775 £706
90th Percentile £650 £800 £728
UK excluding London median daily rate £450 £500 £475
% change year-on-year -10.00% +5.26% -17.39%

All Database and Business Intelligence Skills
UK

Snowflake Schema is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 7,386 9,773 17,215
As % of all contract IT jobs advertised in the UK 17.05% 17.59% 19.64%
Number of daily rates quoted 5,279 6,927 12,282
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £545 £550
Median % change year-on-year -3.67% -0.91% +10.00%
75th Percentile £650 £663 £650
90th Percentile £775 £754 £750
UK excluding London median daily rate £475 £500 £500
% change year-on-year -5.00% - +11.11%
Number of hourly rates quoted 152 178 181
10th Percentile £14.00 £21.24 £14.88
25th Percentile £20.77 £33.05 £21.25
Median hourly rate £40.00 £60.00 £43.95
Median % change year-on-year -33.33% +36.52% +62.90%
75th Percentile £55.63 £73.75 £63.60
90th Percentile £72.50 £80.75 £75.00
UK excluding London median hourly rate £35.00 £58.59 £35.00
% change year-on-year -40.26% +67.40% +42.86%

Snowflake Schema
Job Vacancy Trend

Job postings citing Snowflake Schema as a proportion of all IT jobs advertised.

Job vacancy trend for Snowflake Schema in the UK

Snowflake Schema
Contractor Daily Rate Trend

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

Daily rate trend for Snowflake Schema in the UK

Snowflake Schema
Daily Rate Histogram

Daily rate distribution for jobs citing Snowflake Schema over the 6 months to 9 June 2024.

Daily rate histogram for Snowflake Schema in the UK

Snowflake Schema
Top 15 Contract Locations

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 UK over the 6 months to 9 June 2024. 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
England +117 54 £500 -16.67% 11
UK excluding London +62 34 £450 -10.00% 8
Work from Home +128 33 £500 -24.53% 7
London +79 16 £550 -26.67% 3
North West - 15 £550 - 1
North of England - 15 £550 - 2
South West +16 9 £450 -16.28%
Midlands +27 6 £488 +2.63% 2
South East +16 6 £425 -5.56% 2
East Midlands - 4 - - 1
Scotland +38 2 £550 +10.00%
West Midlands +14 2 £488 +2.63% 1
North East - 2 - -
Yorkshire - 2 - - 1
Wales - 1 £450 -

Snowflake Schema
Co-occurring Skills and Capabilities 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 2 (3.13%) Apache
1 2 (3.13%) Apache Airflow
Applications
1 1 (1.56%) Microsoft Excel
Cloud Services
1 33 (51.56%) Azure
2 19 (29.69%) Snowflake
3 18 (28.13%) AWS
4 16 (25.00%) Azure Stack
4 16 (25.00%) Power Platform
5 13 (20.31%) Microsoft Purview
6 12 (18.75%) dbt
7 6 (9.38%) Azure Synapse Analytics
7 6 (9.38%) GitHub
8 5 (7.81%) Fivetran
9 3 (4.69%) Amazon S3
9 3 (4.69%) Azure Data Factory
9 3 (4.69%) Matillion
10 2 (3.13%) Alation
10 2 (3.13%) AWS Lambda
10 2 (3.13%) Azure Logic Apps
10 2 (3.13%) Serverless
11 1 (1.56%) Azure DevOps
11 1 (1.56%) IaaS
11 1 (1.56%) PaaS
Database & Business Intelligence
1 38 (59.38%) Data Warehouse
2 16 (25.00%) Power BI
3 14 (21.88%) Star Schema
4 12 (18.75%) Amazon Redshift
4 12 (18.75%) Data Lake
5 11 (17.19%) Tableau
6 7 (10.94%) BusinessObjects
6 7 (10.94%) BusinessObjects Business Intelligence
6 7 (10.94%) Tableau Server
7 6 (9.38%) Big Data
7 6 (9.38%) NoSQL
7 6 (9.38%) SQL Server
8 4 (6.25%) Relational Database
9 2 (3.13%) Amazon Athena
9 2 (3.13%) Delta Lake
9 2 (3.13%) Hadoop
10 1 (1.56%) Amazon RDS
10 1 (1.56%) Azure SQL Database
10 1 (1.56%) Impala
10 1 (1.56%) SQL Server Reporting Services
Development Applications
1 5 (7.81%) ERwin
2 4 (6.25%) Git
3 1 (1.56%) JIRA
General
1 16 (25.00%) Public Sector
2 7 (10.94%) Analytical Skills
3 5 (7.81%) Finance
4 4 (6.25%) Social Skills
5 2 (3.13%) Marketing
6 1 (1.56%) Pharmaceutical
Job Titles
1 19 (29.69%) Architect
2 17 (26.56%) Data Architect
2 17 (26.56%) Data Engineer
3 13 (20.31%) Data Modeller
4 10 (15.63%) Snowflake Data Engineer
4 10 (15.63%) Snowflake Engineer
5 7 (10.94%) Senior
6 5 (7.81%) Analyst
7 4 (6.25%) Business Intelligence Developer
7 4 (6.25%) Developer
7 4 (6.25%) Senior Analyst
8 3 (4.69%) Analyst Developer
8 3 (4.69%) AWS Data Engineer
8 3 (4.69%) Business Intelligence Analyst
8 3 (4.69%) Senior Analyst Developer
8 3 (4.69%) Senior Business Intelligence Analyst
8 3 (4.69%) Senior Business Intelligence Developer
8 3 (4.69%) Senior Data Engineer
8 3 (4.69%) Senior Developer
8 3 (4.69%) Solutions Architect
Libraries, Frameworks & Software Standards
1 16 (25.00%) JSON
1 16 (25.00%) REST
1 16 (25.00%) XML
2 5 (7.81%) PySpark
3 3 (4.69%) Snowpark
4 2 (3.13%) pytest
5 1 (1.56%) Web Services
Miscellaneous
1 17 (26.56%) Data Structures
2 13 (20.31%) Reference Data
3 11 (17.19%) Product Ownership
4 4 (6.25%) Legacy Systems
5 3 (4.69%) Data Centre
5 3 (4.69%) Greenfield Project
6 2 (3.13%) Data Protection Act
6 2 (3.13%) Management Information System
6 2 (3.13%) Virtual Team
7 1 (1.56%) Cloud Native
7 1 (1.56%) Distributed Computing
7 1 (1.56%) Life Science
Operating Systems
1 1 (1.56%) VMS
Processes & Methodologies
1 56 (87.50%) Data Modelling
2 27 (42.19%) Analytics
3 20 (31.25%) Data Governance
4 19 (29.69%) Agile
5 18 (28.13%) Data Protection
6 16 (25.00%) Data Strategy
6 16 (25.00%) Event-Driven
6 16 (25.00%) Microservices
7 15 (23.44%) Change Management
8 13 (20.31%) Business Intelligence
8 13 (20.31%) ETL
8 13 (20.31%) GAP Analysis
8 13 (20.31%) Value Proposition
9 12 (18.75%) Data Architecture
9 12 (18.75%) Data Mapping
10 11 (17.19%) Data Lineage
10 11 (17.19%) Data Management
11 10 (15.63%) Problem-Solving
12 9 (14.06%) Visualisation
13 7 (10.94%) Kimball Methodology
Programming Languages
1 17 (26.56%) SQL
2 11 (17.19%) Python
3 2 (3.13%) PowerShell
4 1 (1.56%) C++
4 1 (1.56%) Data Analysis Expressions
4 1 (1.56%) Java
4 1 (1.56%) PHP
4 1 (1.56%) R
4 1 (1.56%) Scala
4 1 (1.56%) T-SQL
Qualifications
1 10 (15.63%) Degree
2 3 (4.69%) BPSS Clearance
3 1 (1.56%) Computer Science Degree
Quality Assurance & Compliance
1 23 (35.94%) Data Quality
2 2 (3.13%) ISO/IEC 27001
2 2 (3.13%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 2 (3.13%) NIST
2 2 (3.13%) PCI DSS
Systems Management
1 2 (3.13%) Terraform
Vendors
1 8 (12.50%) Databricks
2 7 (10.94%) SAP
3 5 (7.81%) Salesforce
4 2 (3.13%) Teradata
5 1 (1.56%) Ab Initio
5 1 (1.56%) Adobe
5 1 (1.56%) Cloudera
5 1 (1.56%) Microsoft
5 1 (1.56%) MicroStrategy
5 1 (1.56%) Oracle