The following table provides summary statistics for contract job vacancies advertised in Stockport 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
Manchester / Stockport
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 14 - -
Rank change year-on-year - 0  
Contract jobs citing Data Modelling 1 0 0
As % of all contract IT jobs advertised in Stockport 2.94% - -
As % of the Processes & Methodologies category 3.57% - -
Number of daily rates quoted 0 0 0
Median daily rate - - -
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 Stockport with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Stockport
Contract job vacancies with a requirement for process and methodology skills 28 78 25
As % of all contract IT job vacancies advertised in Stockport 82.35% 91.76% 65.79%
Number of daily rates quoted 16 66 20
Median daily rate £350 £338 £328
Median daily rate % change year-on-year +3.70% +3.05%  
90% offered a daily rate of more than £325 £250 £198
10% offered a daily rate of more than £425 £668 £410
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 4 1 1
Median hourly rate £47.50 £32.50 £11.50
Median hourly rate % change year-on-year +46.15% +182.60%  
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 Stockport

The job posting trend of jobs advertised in Stockport 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 Stockport

Data Modelling
Contractor Daily Rate Trend in Stockport

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

Contractor daily rate trend for Data Modelling in Stockport

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 Stockport region with a requirement for Data Modelling.

1 3 (100.00%) SQL
2 2 (66.67%) J2EE
2 2 (66.67%) Servlets
2 2 (66.67%) SOAP
2 2 (66.67%) XML
2 2 (66.67%) XSLT
2 2 (66.67%) Tomcat
2 2 (66.67%) Eclipse
2 2 (66.67%) HTTP
2 2 (66.67%) SSL
2 2 (66.67%) Java
2 2 (66.67%) JavaScript
2 2 (66.67%) Maven
2 2 (66.67%) JSON
2 2 (66.67%) JIRA
2 2 (66.67%) Test Automation
2 2 (66.67%) Scrum-ban
2 2 (66.67%) REST
2 2 (66.67%) Restlet
2 2 (66.67%) Jenkins
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Defect Tracking
2 2 (66.67%) AngularJS
3 1 (33.33%) Analytics
3 1 (33.33%) Budgeting and Forecasting
3 1 (33.33%) Data Analytics
3 1 (33.33%) Hadoop
3 1 (33.33%) Strategic Planning
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) CRM

Data Modelling
Co-occurring IT Skills in Stockport 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 2 (66.67%) Tomcat
2 1 (33.33%) SAS
Communications & Networking
1 2 (66.67%) HTTP
1 2 (66.67%) SSL
Database & Business Intelligence
1 1 (33.33%) Data Mining
1 1 (33.33%) Hadoop
Development Applications
1 2 (66.67%) Eclipse
1 2 (66.67%) Jenkins
1 2 (66.67%) JIRA
1 2 (66.67%) Maven
Job Titles
1 2 (66.67%) Developer
1 2 (66.67%) Java Developer
2 1 (33.33%) Analyst
Libraries, Frameworks & Software Standards
1 2 (66.67%) AngularJS
1 2 (66.67%) J2EE
1 2 (66.67%) JSON
1 2 (66.67%) REST
1 2 (66.67%) Restlet
1 2 (66.67%) Servlets
1 2 (66.67%) SOAP
1 2 (66.67%) XML
1 2 (66.67%) XSLT
Miscellaneous
1 2 (66.67%) Analytical Skills
Processes & Methodologies
1 2 (66.67%) Defect Tracking
1 2 (66.67%) Scrum-ban
1 2 (66.67%) Test Automation
2 1 (33.33%) Analytics
2 1 (33.33%) Budgeting and Forecasting
2 1 (33.33%) CRM
2 1 (33.33%) Data Analytics
2 1 (33.33%) Stakeholder Management
2 1 (33.33%) Strategic Planning
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) Java
2 2 (66.67%) JavaScript