Period
to 19 November 2017

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 6 months to 19 November 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.

CA ERwin Data Modeler
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 182 179 187
Rank change year-on-year -3 +8 -11
Contract jobs citing ERwin 7 5 16
As % of all contract IT jobs advertised in Scotland 0.14% 0.12% 0.26%
As % of the Development Applications category 0.83% 0.69% 2.12%
Number of daily rates quoted 5 5 8
Scotland median daily rate £475 £400 £400
Median daily rate % change year-on-year +18.75% - +3.23%
10th Percentile £380 £400 £343
90th Percentile £488 £400 £502
UK median daily rate £575 £500 £493
% change year-on-year +15.00% +1.52% +23.13%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £57.50 -

ERwin is in the Development Applications category. The following 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.

All Development Application Skills
Scotland
Contract vacancies with a requirement for development application skills 839 722 754
As % of all contract IT jobs advertised in Scotland 16.96% 16.64% 12.16%
Number of daily rates quoted 516 413 407
Scotland median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £270 £258 £260
90th Percentile £538 £475 £470
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +1.27%
Number of hourly rates quoted 11 10 21
Scotland median hourly rate £43.39 £43.00 £40.38
Median hourly rate % change year-on-year +0.91% +6.49% +0.95%
10th Percentile £32.50 £14.00 £29.25
90th Percentile £195.00 £48.54 £55.00
UK median hourly rate £42.50 £41.00 £40.00
% change year-on-year +3.66% +2.50% +6.67%

ERwin
Job Vacancy Trend in Scotland

Job postings citing ERwin as a percentage of all IT jobs advertised in Scotland.

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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -8 7 £475 +18.75%
ERwin
UK

For the 6 months to 19 November 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 6 (85.71%) Data Modelling
2 5 (71.43%) Finance
3 4 (57.14%) Oracle Database
3 4 (57.14%) ETL
3 4 (57.14%) Oracle
4 3 (42.86%) ETL Development
4 3 (42.86%) Data Analysis
5 2 (28.57%) Data Quality
5 2 (28.57%) SQL
5 2 (28.57%) Data Warehouse
5 2 (28.57%) Informatica
6 1 (14.29%) PowerCenter
6 1 (14.29%) Migration
6 1 (14.29%) Teradata
6 1 (14.29%) SQL Server
6 1 (14.29%) Unix
6 1 (14.29%) SAS
6 1 (14.29%) RDBMS
6 1 (14.29%) IBM
6 1 (14.29%) CA
6 1 (14.29%) Disclosure Scotland
6 1 (14.29%) Data Flow Diagram
6 1 (14.29%) Relational Database
6 1 (14.29%) Logical Data Model
6 1 (14.29%) Infrastructure Management
6 1 (14.29%) Banking
6 1 (14.29%) Data Management
6 1 (14.29%) QA
6 1 (14.29%) Dimensional Modelling
6 1 (14.29%) Data Migration

ERwin
Co-occurring 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:

Application Platforms
1 1 (14.29%) SAS
Database & Business Intelligence
1 4 (57.14%) Oracle Database
2 2 (28.57%) Data Warehouse
3 1 (14.29%) Hadoop
3 1 (14.29%) PowerCenter
3 1 (14.29%) RDBMS
3 1 (14.29%) Relational Database
3 1 (14.29%) SQL Server
General
1 5 (71.43%) Finance
2 1 (14.29%) Banking
Job Titles
1 5 (71.43%) Data Modeller
2 2 (28.57%) Architect
2 2 (28.57%) Data Architect
3 1 (14.29%) Consultant
3 1 (14.29%) Data Consultant
3 1 (14.29%) Developer
3 1 (14.29%) Informatica Developer
Operating Systems
1 1 (14.29%) Unix
Processes & Methodologies
1 6 (85.71%) Data Modelling
2 4 (57.14%) ETL
3 3 (42.86%) Data Analysis
3 3 (42.86%) ETL Development
4 1 (14.29%) Data Architecture
4 1 (14.29%) Data Flow Diagram
4 1 (14.29%) Data Management
4 1 (14.29%) Data Migration
4 1 (14.29%) Dimensional Modelling
4 1 (14.29%) Infrastructure Management
4 1 (14.29%) Logical Data Model
4 1 (14.29%) Migration
Programming Languages
1 2 (28.57%) SQL
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
2 1 (14.29%) Disclosure Scotland
2 1 (14.29%) QA
Vendors
1 4 (57.14%) Oracle
2 2 (28.57%) Informatica
3 1 (14.29%) CA
3 1 (14.29%) IBM
3 1 (14.29%) Teradata