The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for ERwin skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ERwin over the 3 months to 25 March 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
CA ERwin Data Modeler
UK / Scotland
Rank 106 128 118
Rank change year-on-year +22 -10  
Contract jobs citing ERwin 1 2 9
As % of all contract IT jobs advertised in Scotland 0.057% 0.077% 0.32%
As % of the Development Applications category 0.37% 0.67% 2.66%
Number of daily rates quoted 1 2 7
Median daily rate £450 £413 £450
Median daily rate % change year-on-year +9.09% -8.33%  
UK excluding London median daily rate £500 £450 £475
% change year-on-year +11.11% -5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

ERwin is in the development application skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for development application skills.

Contract Development Application Skills
Scotland
Contract job vacancies with a requirement for development application skills 268 299 338
As % of all contract IT job vacancies advertised in Scotland 15.27% 11.55% 11.84%
Number of daily rates quoted 173 166 209
Median daily rate £389 £320 £375
Median daily rate % change year-on-year +21.48% -14.66%  
90% offered a daily rate of more than £298 £255 £300
10% offered a daily rate of more than £475 £425 £450
UK excluding London median daily rate £400 £375 £365
% change year-on-year +6.66% +2.73%  
Number of hourly rates quoted 3 2 6
Median hourly rate £15.89 £40.00 £45.00
Median hourly rate % change year-on-year -60.27% -11.11%  
UK excluding London median hourly rate £42.50 £42.00 £37.50
% change year-on-year +1.19% +12.00%  

ERwin
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing ERwin as a proportion of all contract or permanent IT jobs with a match in the Development Applications category.

Job vacancy trend for ERwin in Scotland

ERwin
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ERwin in Scotland.

Contractor daily rate trend for ERwin in Scotland

ERwin
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ERwin within the Scotland region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +18 1 £450 +9.09%
ERwin
UK

ERwin
Top 15 Related IT Skills in Scotland

For the 6 months to 25 March 2017, IT contractor jobs citing ERwin 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 Scotland region with a requirement for ERwin.

1 2 (100.00%) Oracle
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
2 1 (50.00%) Finance
2 1 (50.00%) SQL
2 1 (50.00%) Data Architecture
2 1 (50.00%) Pega
2 1 (50.00%) Social Media
2 1 (50.00%) Analytics
2 1 (50.00%) Data Transformation
2 1 (50.00%) Oracle Database
2 1 (50.00%) Logical Data Model
2 1 (50.00%) Physical Data Model
2 1 (50.00%) ETL Development

ERwin
Top Related IT Skills in Scotland 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:

Database & Business Intelligence
1 2 (100.00%) Data Warehouse
2 1 (50.00%) Oracle Database
General
1 1 (50.00%) Finance
Job Titles
1 2 (100.00%) Data Modeller
2 1 (50.00%) Architect
2 1 (50.00%) Data Architect
Miscellaneous
1 1 (50.00%) Social Media
Processes & Methodologies
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
2 1 (50.00%) Analytics
2 1 (50.00%) Data Architecture
2 1 (50.00%) Data Transformation
2 1 (50.00%) ETL Development
2 1 (50.00%) Logical Data Model
2 1 (50.00%) Physical Data Model
Programming Languages
1 1 (50.00%) SQL
Vendors
1 2 (100.00%) Oracle
2 1 (50.00%) Pega