The table below looks at the statistics for ERwin skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited ERwin over the 3 months to 5 February 2016 with a comparison to the same period in 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.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
CA ERwin Data Modeler
Rank 126 120 113
Rank change year-on-year
-6 -7
Contract jobs citing ERwin 5 3 1
As % of all contract IT jobs located in Scotland 0.20% 0.11% 0.044%
As % of the Development Applications category 1.64% 0.86% 0.33%
Number of daily rates quoted 3 2 1
Average daily rate £500 £450 £325
Average daily rate % change year-on-year
+11.11% +38.46%
UK excluding London average daily rate £450 £500 £423
% change year-on-year
-10.00% +18.34%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - £33.50
ERwin
UK

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

Development Applications Category
Scotland
Contract IT job ads with a match in the
Development Applications category
305 349 302
As % of all contract IT jobs located in Scotland 11.97% 13.19% 13.31%
Number of daily rates quoted 160 212 173
Average daily rate £338 £360 £348
Average daily rate % change year-on-year
-6.25% +3.59%
90% offered a daily rate of more than £250 £310 £238
10% offered a daily rate of more than £425 £450 £425
UK excluding London average daily rate £375 £375 £338
% change year-on-year
- +11.11%
Number of hourly rates quoted 2 8 6
Average hourly rate £37.75 £45.00 £32.50
Average hourly rate % change year-on-year
-16.11% +38.46%
90% offered a hourly rate of more than £33.95 £27.60 £12.77
10% offered a hourly rate of more than £41.55 £47.50 £36.00
UK excluding London average hourly rate £41.65 £37.00 £36.00
% change year-on-year
+12.56% +2.77%

ERwin
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing ERwin across the Scotland region as a proportion of the total demand within the Development Applications category.

ERwin Jobs Demand Trend in Scotland

ERwin
Daily Rate Trend in Scotland

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

ERwin Daily Rate Trend in Scotland

ERwin
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing ERwin across the Scotland region over the 3 months to 5 February 2016.

ERwin Daily Rate Histogram in Scotland

ERwin
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ERwin within the Scotland region over the 3 months to 5 February 2016. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -12 5 £500 +11.11%
ERwin
UK

ERwin
Top 30 Related IT Skills in Scotland

For the 6 months to 5 February 2016, IT contractor jobs across the Scotland region citing ERwin also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ERwin.

1 11 (100.00%) Data Modelling
2 9 (81.82%) Finance
3 6 (54.55%) Informatica
3 6 (54.55%) Logical Data Model
4 5 (45.45%) Banking
4 5 (45.45%) ETL
5 4 (36.36%) Oracle
5 4 (36.36%) Data Warehouse
6 3 (27.27%) Physical Data Model
6 3 (27.27%) Data Analysis
6 3 (27.27%) Unit Testing
6 3 (27.27%) SQL
7 2 (18.18%) DB2
7 2 (18.18%) Toad
7 2 (18.18%) PowerCenter
7 2 (18.18%) Unix
7 2 (18.18%) Data Mart
7 2 (18.18%) Data Quality
7 2 (18.18%) ETL Development
7 2 (18.18%) PL/SQL
7 2 (18.18%) Oracle Database
8 1 (9.09%) Performance Tuning
8 1 (9.09%) Relational Database
8 1 (9.09%) Analytical Skills
8 1 (9.09%) Algorithms
8 1 (9.09%) Retail
8 1 (9.09%) Asset Management
8 1 (9.09%) Analytics
8 1 (9.09%) Data Transformation
8 1 (9.09%) SDLC

ERwin
Top Related IT Skills in Scotland by Category

For the 6 months to 5 February 2016, IT contractor jobs across the Scotland region citing ERwin also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ERwin. Up to 20 skills are shown per category.

Applications
1 1 (9.09%) MS PowerPoint
1 1 (9.09%) MS Visio
Database & Business Intelligence
1 4 (36.36%) Data Warehouse
2 2 (18.18%) Data Mart
2 2 (18.18%) DB2
2 2 (18.18%) Oracle Database
2 2 (18.18%) PowerCenter
3 1 (9.09%) BusinessObjects
3 1 (9.09%) Oracle Database 11g
3 1 (9.09%) QlikView
3 1 (9.09%) RDBMS
3 1 (9.09%) Relational Database
3 1 (9.09%) SQL Server
Development Applications
1 2 (18.18%) Toad
2 1 (9.09%) ClearCase
General
1 9 (81.82%) Finance
2 5 (45.45%) Banking
3 1 (9.09%) Retail
3 1 (9.09%) Retail Banking
Job Titles
1 5 (45.45%) Architect
2 4 (36.36%) Data Architect
2 4 (36.36%) Data Modeller
3 2 (18.18%) Developer
4 1 (9.09%) Enterprise Data Architect
4 1 (9.09%) ETL Developer
4 1 (9.09%) Finance Modeller
4 1 (9.09%) Informatica Architect
4 1 (9.09%) Informatica Developer
4 1 (9.09%) Informatica ETL Developer
4 1 (9.09%) Oracle Developer
Libraries, Frameworks & Software Standards
1 1 (9.09%) Velocity
Miscellaneous
1 1 (9.09%) Algorithms
1 1 (9.09%) Analytical Skills
1 1 (9.09%) Data Integration
1 1 (9.09%) Reference Data
Operating Systems
1 2 (18.18%) Unix
2 1 (9.09%) Linux
Processes & Methodologies
1 11 (100.00%) Data Modelling
2 6 (54.55%) Logical Data Model
3 5 (45.45%) ETL
4 3 (27.27%) Data Analysis
4 3 (27.27%) Physical Data Model
4 3 (27.27%) Unit Testing
5 2 (18.18%) ETL Development
6 1 (9.09%) Analytics
6 1 (9.09%) Business Analysis
6 1 (9.09%) Data Architecture
6 1 (9.09%) Data Cleansing
6 1 (9.09%) Data Migration
6 1 (9.09%) Data Security
6 1 (9.09%) Data Transformation
6 1 (9.09%) Incident Management
6 1 (9.09%) Migration
6 1 (9.09%) Performance Tuning
6 1 (9.09%) SDLC
6 1 (9.09%) System Testing
6 1 (9.09%) Workflow
Programming Languages
1 3 (27.27%) SQL
2 2 (18.18%) PL/SQL
3 1 (9.09%) C
3 1 (9.09%) C++
3 1 (9.09%) Perl
3 1 (9.09%) T-SQL
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Systems Management
1 1 (9.09%) Control-M
1 1 (9.09%) HP Quality Center
Vendors
1 6 (54.55%) Informatica
2 4 (36.36%) Oracle
3 1 (9.09%) CA
3 1 (9.09%) Cognos
3 1 (9.09%) HP
3 1 (9.09%) Microsoft
3 1 (9.09%) Pega
3 1 (9.09%) Perforce
3 1 (9.09%) SAP
3 1 (9.09%) Teradata