The table below looks at the statistics for ERwin skills in IT contracts advertised for the Edinburgh region. Included is a guide to the contractor rates offered in IT contracts that have cited ERwin over the 3 months to 2 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
CA ERwin Data Modeler
Rank 73 88 75
Rank change year-on-year
+15 -13
Contract jobs citing ERwin 1 5 11
As % of all contract IT jobs located in Edinburgh 0.11% 0.33% 0.75%
As % of the Development Applications category 0.56% 2.65% 5.61%
Number of daily rates quoted 1 2 5
Median daily rate £400 £425 £400
Median daily rate % change year-on-year
-5.88% +6.25%
UK excluding London median daily rate £495 £425 £400
% change year-on-year
+16.47% +6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £57.50 - -
ERwin
Scotland

The following table is for comparison with the above and provides statistics for the entire Development Applications category in contract jobs advertised in the Edinburgh region.

Development Applications Category
Edinburgh
Contract IT job ads with a match in the
Development Applications category
179 189 196
As % of all contract IT jobs located in Edinburgh 19.37% 12.41% 13.36%
Number of daily rates quoted 107 117 114
Median daily rate £400 £345 £375
Median daily rate % change year-on-year
+15.94% -8.00%
90% offered a daily rate of more than £325 £275 £263
10% offered a daily rate of more than £525 £450 £450
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 1 1 0
Median hourly rate £45.00 £40.38 -
Median hourly rate % change year-on-year
+11.44% -
UK excluding London median hourly rate £41.00 £40.00 £37.50
% change year-on-year
+2.50% +6.66%

ERwin
Jobs Demand Trend in Edinburgh

The demand trend of contract jobs across the Edinburgh region citing ERwin as a proportion of all IT contracts with a match in the Development Applications category.

ERwin Jobs Demand Trend in Edinburgh

ERwin
Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing ERwin across the Edinburgh region.

ERwin Daily Rate Trend in Edinburgh

ERwin
Top 29 Related IT Skills in Edinburgh

For the 6 months to 2 December 2016, 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 Edinburgh region with a requirement for ERwin.

1 5 (100.00%) Data Warehouse
1 5 (100.00%) ETL
2 4 (80.00%) Data Modelling
2 4 (80.00%) SQL
2 4 (80.00%) Oracle
3 3 (60.00%) Informatica
3 3 (60.00%) Finance
3 3 (60.00%) Teradata
3 3 (60.00%) Oracle Database
3 3 (60.00%) ETL Development
4 2 (40.00%) Data Lake
4 2 (40.00%) Data Analysis
4 2 (40.00%) Hadoop
4 2 (40.00%) Data Quality
4 2 (40.00%) Data Migration
4 2 (40.00%) Banking
4 2 (40.00%) Migration
4 2 (40.00%) CA
4 2 (40.00%) PowerCenter
4 2 (40.00%) PowerExchange
4 2 (40.00%) Mainframe
4 2 (40.00%) Unix
5 1 (20.00%) Data Integration
5 1 (20.00%) Data Architecture
5 1 (20.00%) Pega
5 1 (20.00%) Analytical Skills
5 1 (20.00%) Logical Data Model
5 1 (20.00%) Physical Data Model
5 1 (20.00%) Enterprise Data Warehouse

ERwin
Top Related IT Skills in Edinburgh 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 (40.00%) PowerExchange
Database & Business Intelligence
1 5 (100.00%) Data Warehouse
2 3 (60.00%) Oracle Database
3 2 (40.00%) Data Lake
3 2 (40.00%) Hadoop
3 2 (40.00%) PowerCenter
4 1 (20.00%) Enterprise Data Warehouse
General
1 3 (60.00%) Finance
2 2 (40.00%) Banking
Job Titles
1 3 (60.00%) Consultant
1 3 (60.00%) Informatica Consultant
2 2 (40.00%) Data Modeller
3 1 (20.00%) Architect
3 1 (20.00%) Data Architect
3 1 (20.00%) ETL Consultant
3 1 (20.00%) Teradata Consultant
Miscellaneous
1 2 (40.00%) Mainframe
2 1 (20.00%) Analytical Skills
2 1 (20.00%) Data Integration
Operating Systems
1 2 (40.00%) Unix
Processes & Methodologies
1 5 (100.00%) ETL
2 4 (80.00%) Data Modelling
3 3 (60.00%) ETL Development
4 2 (40.00%) Data Analysis
4 2 (40.00%) Data Migration
4 2 (40.00%) Migration
5 1 (20.00%) Data Architecture
5 1 (20.00%) Logical Data Model
5 1 (20.00%) Physical Data Model
Programming Languages
1 4 (80.00%) SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 4 (80.00%) Oracle
2 3 (60.00%) Informatica
2 3 (60.00%) Teradata
3 2 (40.00%) CA
4 1 (20.00%) Pega