Period
to 29 January 2020

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 29 January 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Snowflake Schema
East of England > Cambridgeshire
6 months to
29 Jan 2020
Same period 2019 Same period 2018
Rank 72 - -
Rank change year-on-year - - -
Contract jobs citing Snowflake Schema 7 0 0
As % of all contract IT jobs advertised in Cambridgeshire 0.67% - -
As % of the Database & Business Intelligence category 3.74% - -
Number of daily rates quoted 5 0 0
Cambridgeshire median daily rate £500 - -
East of England median daily rate £450 £475 £580
% change year-on-year -5.26% -18.10% -
Number of hourly rates quoted 0 0 0
Cambridgeshire median hourly rate - - -
East of England median hourly rate - - -

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 advertised in Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Contract vacancies with a requirement for database or business intelligence skills 187 218 219
As % of all contract IT jobs advertised in Cambridgeshire 17.84% 20.37% 16.85%
Number of daily rates quoted 123 124 117
Cambridgeshire median daily rate £430 £450 £380
Median daily rate % change year-on-year -4.44% +18.42% +6.74%
10th Percentile £349 £325 £291
90th Percentile £636 £588 £522
East of England median daily rate £425 £441 £416
% change year-on-year -3.68% +6.01% +11.00%
Number of hourly rates quoted 2 3 0
Cambridgeshire median hourly rate £48.50 £17.38 -
Median hourly rate % change year-on-year +179.14% - -
East of England median hourly rate £20.99 £17.31 £37.00
% change year-on-year +21.23% -53.21% +2.38%

Snowflake Schema
Job Vacancy Trend in Cambridgeshire

Job postings citing Snowflake Schema as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Snowflake Schema in Cambridgeshire

Snowflake Schema
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Snowflake Schema in Cambridgeshire over the 6 months to 29 January 2020.

Contractor daily rate histogram for Snowflake Schema in Cambridgeshire

Snowflake Schema
Contract Job Locations in Cambridgeshire

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 Cambridgeshire region over the 6 months to 29 January 2020. 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
Job
Vacancies
Cambridge - 7 £500 - 1
Snowflake Schema
East of England

For the 6 months to 29 January 2020, IT contractor jobs citing Snowflake Schema also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Cambridgeshire region with a requirement for Snowflake Schema.

1 7 (100.00%) Data Warehouse
1 7 (100.00%) Data Modelling
1 7 (100.00%) Analytics
2 4 (57.14%) SAP Data Services
2 4 (57.14%) BusinessObjects
2 4 (57.14%) Business Analysis
2 4 (57.14%) Requirements Management
2 4 (57.14%) SAP HANA
2 4 (57.14%) Logical Data Model
2 4 (57.14%) Physical Data Model
2 4 (57.14%) SAP
3 3 (42.86%) Analytical Skills
3 3 (42.86%) Apache Spark
3 3 (42.86%) Data Structures
3 3 (42.86%) Talend
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Data Analysis
3 3 (42.86%) Sonatype Nexus
3 3 (42.86%) Continuous Delivery
3 3 (42.86%) Amazon Aurora
3 3 (42.86%) Technical Leadership
3 3 (42.86%) Continuous Integration
3 3 (42.86%) Oracle BI EE
3 3 (42.86%) Git (software)
3 3 (42.86%) Test Automation
3 3 (42.86%) Visualisation
3 3 (42.86%) Amazon S3
3 3 (42.86%) AWS
3 3 (42.86%) Apache Hive
3 3 (42.86%) MicroStrategy

Snowflake Schema
Co-occurring IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (42.86%) Apache Spark
Cloud Services
1 3 (42.86%) Amazon EMR
1 3 (42.86%) Amazon S3
1 3 (42.86%) Amazon SQS
1 3 (42.86%) AWS
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 4 (57.14%) BusinessObjects
2 4 (57.14%) SAP Data Services
2 4 (57.14%) SAP HANA
3 3 (42.86%) Amazon Aurora
3 3 (42.86%) Amazon Redshift
3 3 (42.86%) Apache Hive
3 3 (42.86%) MySQL
3 3 (42.86%) Oracle BI EE
3 3 (42.86%) PostgreSQL
3 3 (42.86%) Relational Database
3 3 (42.86%) Star Schema
4 2 (28.57%) Electronic Patient Records
Development Applications
1 3 (42.86%) Git (software)
1 3 (42.86%) Jenkins
1 3 (42.86%) Sonatype Nexus
Job Titles
1 4 (57.14%) Architect
1 4 (57.14%) Data Architect
2 3 (42.86%) DevOps Engineer
2 3 (42.86%) SAP Architect
2 3 (42.86%) SAP HANA Architect
3 2 (28.57%) Automation Engineer
3 2 (28.57%) Data Modeller
3 2 (28.57%) DevOps Automation Engineer
3 2 (28.57%) SAP HANA Modeller
Miscellaneous
1 3 (42.86%) Analytical Skills
1 3 (42.86%) Data Structures
Processes & Methodologies
1 7 (100.00%) Analytics
1 7 (100.00%) Data Modelling
2 4 (57.14%) Business Analysis
2 4 (57.14%) Logical Data Model
2 4 (57.14%) Physical Data Model
2 4 (57.14%) Requirements Management
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Continuous Delivery
3 3 (42.86%) Continuous Integration
3 3 (42.86%) Data Analysis
3 3 (42.86%) DevOps
3 3 (42.86%) ETL
3 3 (42.86%) High Availability
3 3 (42.86%) Process Improvement
3 3 (42.86%) Scrum
3 3 (42.86%) Technical Leadership
3 3 (42.86%) Test Automation
3 3 (42.86%) Visualisation
4 2 (28.57%) Mentoring
4 2 (28.57%) SDLC
Vendors
1 4 (57.14%) SAP
2 3 (42.86%) MicroStrategy
2 3 (42.86%) Oracle
2 3 (42.86%) Talend