The following table provides summary statistics for contract job vacancies advertised in North Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 23 June 2017 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.

Data Modelling
Yorkshire / North Yorkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 21 24 28
Rank change year-on-year +3 +4  
Contract jobs citing Data Modelling 1 4 5
As % of all contract IT jobs advertised in North Yorkshire 0.70% 2.19% 2.24%
As % of the Processes & Methodologies category 0.99% 2.67% 2.96%
Number of daily rates quoted 0 3 5
Median daily rate - £375 £500
Median daily rate % change year-on-year - -25.00%  
UK excluding London median daily rate £425 £440 £423
% change year-on-year -3.40% +4.14%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in North Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North Yorkshire
Contract job vacancies with a requirement for process and methodology skills 101 150 169
As % of all contract IT job vacancies advertised in North Yorkshire 70.63% 81.97% 75.78%
Number of daily rates quoted 75 98 110
Median daily rate £375 £400 £400
Median daily rate % change year-on-year -6.25% -  
90% offered a daily rate of more than £190 £300 £300
10% offered a daily rate of more than £475 £500 £475
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 8 10 7
Median hourly rate £12.50 £18.50 £11.25
Median hourly rate % change year-on-year -32.43% +64.44%  
90% offered a hourly rate of more than £9.28 £13.50 £10.50
10% offered a hourly rate of more than £42.38 £20.00 £35.50
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in North Yorkshire

The job posting trend of jobs advertised in North Yorkshire citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in North Yorkshire

Data Modelling
Contractor Daily Rate Trend in North Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in North Yorkshire.

Contractor daily rate trend for Data Modelling in North Yorkshire

For the 6 months to 23 June 2017, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the North Yorkshire region with a requirement for Data Modelling.

1 2 (100.00%) Data Warehouse
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Microsoft
2 1 (50.00%) Hyperion
2 1 (50.00%) ACCA
2 1 (50.00%) Finance
2 1 (50.00%) Essbase
2 1 (50.00%) HFM
2 1 (50.00%) SQL Server Reporting Services
2 1 (50.00%) Business Analysis
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) SC Cleared
2 1 (50.00%) Security Cleared
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) SQL Server 2012
2 1 (50.00%) Kimball Methodology
2 1 (50.00%) SQL Server 2014
2 1 (50.00%) SQL Server 2016
2 1 (50.00%) SQL
2 1 (50.00%) T-SQL
2 1 (50.00%) SQL Server

Data Modelling
Co-occurring IT Skills in North Yorkshire 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:

Business Applications
1 1 (50.00%) HFM
Database & Business Intelligence
1 2 (100.00%) Data Warehouse
2 1 (50.00%) Essbase
2 1 (50.00%) SQL Server
2 1 (50.00%) SQL Server 2012
2 1 (50.00%) SQL Server 2014
2 1 (50.00%) SQL Server 2016
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) SQL Server Reporting Services
General
1 1 (50.00%) Finance
Job Titles
1 1 (50.00%) Analyst
1 1 (50.00%) Data Warehouse Developer
1 1 (50.00%) Developer
1 1 (50.00%) ETL Developer
1 1 (50.00%) Hyperion Analyst
1 1 (50.00%) SQL Developer
1 1 (50.00%) SSIS Developer
1 1 (50.00%) SSRS Developer
1 1 (50.00%) T-SQL Developer
Processes & Methodologies
1 1 (50.00%) Business Analysis
1 1 (50.00%) Business Intelligence
1 1 (50.00%) ETL
1 1 (50.00%) Kimball Methodology
1 1 (50.00%) Root Cause Analysis
Programming Languages
1 1 (50.00%) SQL
1 1 (50.00%) T-SQL
Qualifications
1 1 (50.00%) ACCA
1 1 (50.00%) SC Cleared
1 1 (50.00%) Security Cleared
Vendors
1 1 (50.00%) Hyperion
1 1 (50.00%) Microsoft