Period
to 17 June 2018

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 17 June 2018 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
17 Jun 2018
Same period 2017 Same period 2016
Rank 116 105 129
Rank change year-on-year -11 +24 -16
Contract jobs citing ERwin 12 4 10
As % of all contract IT jobs advertised in Edinburgh 0.42% 0.20% 0.35%
As % of the Development Applications category 2.49% 1.40% 2.62%
Number of daily rates quoted 12 2 6
Edinburgh median daily rate £400 £450 £400
Median daily rate % change year-on-year -11.11% +12.50% -11.11%
Scotland median daily rate £400 £450 £400
% change year-on-year -11.11% +12.50% -11.11%
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 481 286 381
As % of all contract IT jobs advertised in Edinburgh 16.64% 14.21% 13.34%
Number of daily rates quoted 288 216 191
Edinburgh median daily rate £413 £400 £363
Median daily rate % change year-on-year +3.13% +10.34% -3.33%
10th Percentile £325 £288 £255
90th Percentile £600 £550 £475
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 1 4 1
Edinburgh median hourly rate £35.00 £43.39 £40.00
Median hourly rate % change year-on-year -19.34% +8.48% -11.11%
Scotland median hourly rate £24.21 £43.39 £33.00
% change year-on-year -44.20% +31.48% +3.13%

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 17 June 2018, IT contractor jobs citing ERwin also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for ERwin.

1 12 (100.00%) Oracle
1 12 (100.00%) Teradata
1 12 (100.00%) Banking
1 12 (100.00%) Hadoop
2 11 (91.67%) Data Migration
2 11 (91.67%) Data Analysis
2 11 (91.67%) Data Quality
2 11 (91.67%) Oracle Database
2 11 (91.67%) ETL Development
2 11 (91.67%) SQL
2 11 (91.67%) Data Modelling
2 11 (91.67%) ETL
2 11 (91.67%) CA
2 11 (91.67%) Informatica
2 11 (91.67%) PowerCenter
2 11 (91.67%) Finance
2 11 (91.67%) Migration
3 9 (75.00%) PowerExchange
3 9 (75.00%) Unix
4 3 (25.00%) Data Lake
5 2 (16.67%) Parquet
5 2 (16.67%) Data Warehouse
5 2 (16.67%) Mainframe
6 1 (8.33%) SQL Server
6 1 (8.33%) RDBMS
6 1 (8.33%) IBM
6 1 (8.33%) Relational Database
6 1 (8.33%) HDFS
6 1 (8.33%) Apache Spark
6 1 (8.33%) Hadoop YARN

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 9 (75.00%) PowerExchange
2 1 (8.33%) Apache Spark
Database & Business Intelligence
1 12 (100.00%) Hadoop
2 11 (91.67%) Oracle Database
2 11 (91.67%) PowerCenter
3 3 (25.00%) Data Lake
4 2 (16.67%) Data Warehouse
4 2 (16.67%) Parquet
5 1 (8.33%) RDBMS
5 1 (8.33%) Relational Database
5 1 (8.33%) SQL Server
General
1 12 (100.00%) Banking
2 11 (91.67%) Finance
3 1 (8.33%) Retail Banking
Job Titles
1 11 (91.67%) Developer
1 11 (91.67%) Informatica Developer
2 1 (8.33%) Architect
2 1 (8.33%) Data Architect
Miscellaneous
1 2 (16.67%) Mainframe
Operating Systems
1 9 (75.00%) Unix
Processes & Methodologies
1 11 (91.67%) Data Analysis
1 11 (91.67%) Data Migration
1 11 (91.67%) Data Modelling
1 11 (91.67%) ETL
1 11 (91.67%) ETL Development
1 11 (91.67%) Migration
2 1 (8.33%) Data Architecture
Programming Languages
1 11 (91.67%) SQL
2 1 (8.33%) R
2 1 (8.33%) Scala
Quality Assurance & Compliance
1 11 (91.67%) Data Quality
System Software
1 1 (8.33%) HDFS
Systems Management
1 1 (8.33%) Hadoop YARN
Vendors
1 12 (100.00%) Oracle
1 12 (100.00%) Teradata
2 11 (91.67%) CA
2 11 (91.67%) Informatica
3 1 (8.33%) IBM