Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 22 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
Scotland > Edinburgh
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 128 116 122
Rank change year-on-year -12 +6 -15
Contract jobs citing ERwin 7 5 12
As % of all contract IT jobs advertised in Edinburgh 0.24% 0.23% 0.38%
As % of the Development Applications category 1.53% 1.36% 3.34%
Number of daily rates quoted 5 5 5
Edinburgh median daily rate £475 £400 £425
Median daily rate % change year-on-year +18.75% -5.88% +9.68%
10th Percentile £380 £400 £335
90th Percentile £488 £400 £475
Scotland median daily rate £475 £400 £400
% change year-on-year +18.75% - +3.23%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 Edinburgh with a requirement for development application skills.

All Development Application Skills
Edinburgh
Contract vacancies with a requirement for development application skills 459 367 359
As % of all contract IT jobs advertised in Edinburgh 15.53% 17.23% 11.34%
Number of daily rates quoted 282 207 210
Edinburgh median daily rate £400 £388 £363
Median daily rate % change year-on-year +3.23% +6.90% -3.33%
10th Percentile £273 £262 £263
90th Percentile £550 £494 £475
Scotland median daily rate £400 £365 £350
% change year-on-year +9.59% +4.29% -6.67%
Number of hourly rates quoted 2 4 3
Edinburgh median hourly rate £43.39 £46.13 £40.38
Median hourly rate % change year-on-year -5.93% +14.23% -4.99%
Scotland median hourly rate £43.39 £43.00 £40.38
% change year-on-year +0.91% +6.49% +6.26%

ERwin
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for ERwin in Edinburgh

ERwin
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for ERwin in Edinburgh

For the 6 months to 22 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 Edinburgh 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 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 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