The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for ERwin skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ERwin over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
Scotland / Edinburgh
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 98 - -
Rank change year-on-year - 0  
Permanent jobs citing ERwin 2 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.16% - -
As % of the Development Applications category 0.76% - -
Number of salaries quoted 1 0 0
Median salary £77,500 - -
UK excluding London median salary £52,500 £55,000 £57,500
% change year-on-year -4.54% -4.34%  

ERwin is in the development application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for development application skills.

Development Application Skills
Edinburgh
Permanent job vacancies with a requirement for development application skills 264 174 205
As % of all permanent IT job vacancies advertised in Edinburgh 21.64% 14.65% 14.60%
Number of salaries quoted 161 112 138
Median salary £40,000 £45,000 £39,500
Median salary % change year-on-year -11.11% +13.92%  
90% offered a salary of more than £32,500 £32,950 £27,500
10% offered a salary of more than £50,000 £50,000 £51,500
UK excluding London median salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19%  

ERwin
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing ERwin as a proportion of all permanent or contract IT jobs with a match in the Development Applications category.

Job vacancy trend for ERwin in Edinburgh

ERwin
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ERwin in Edinburgh.

Salary trend for ERwin in Edinburgh

For the 6 months to 25 June 2017, IT jobs citing ERwin also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for ERwin.

1 8 (100.00%) Oracle
1 8 (100.00%) Data Modelling
1 8 (100.00%) ETL
1 8 (100.00%) RDBMS
1 8 (100.00%) Relational Database
2 7 (87.50%) Kafka
2 7 (87.50%) Apache Spark
2 7 (87.50%) Teradata
2 7 (87.50%) Hadoop
2 7 (87.50%) Apache Hive
2 7 (87.50%) HBase
2 7 (87.50%) IBM
2 7 (87.50%) Business Intelligence
2 7 (87.50%) SQL Server
2 7 (87.50%) Finance
2 7 (87.50%) IT Strategy
3 6 (75.00%) Data Security
3 6 (75.00%) Data Management
3 6 (75.00%) Enterprise Architecture
3 6 (75.00%) Taxonomies
3 6 (75.00%) Ontologies
3 6 (75.00%) Data Architecture
3 6 (75.00%) Master Data Management
4 5 (62.50%) Service Design
4 5 (62.50%) Analytics
4 5 (62.50%) Analytical Skills
4 5 (62.50%) Oracle SOA Suite
4 5 (62.50%) Machine Learning
4 5 (62.50%) Degree
4 5 (62.50%) Computer Science

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 7 (87.50%) Apache Spark
2 5 (62.50%) Oracle SOA Suite
Database & Business Intelligence
1 8 (100.00%) RDBMS
1 8 (100.00%) Relational Database
2 7 (87.50%) Apache Hive
2 7 (87.50%) Hadoop
2 7 (87.50%) HBase
2 7 (87.50%) SQL Server
3 1 (12.50%) Data Warehouse
General
1 7 (87.50%) Finance
2 1 (12.50%) Banking
Job Titles
1 7 (87.50%) Architect
1 7 (87.50%) Data Architect
1 7 (87.50%) Senior Architect
1 7 (87.50%) Senior Data Architect
2 1 (12.50%) Data Modeller
2 1 (12.50%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 7 (87.50%) Kafka
Miscellaneous
1 6 (75.00%) Taxonomies
2 5 (62.50%) Analytical Skills
2 5 (62.50%) Computer Science
3 1 (12.50%) Data Structures
Processes & Methodologies
1 8 (100.00%) Data Modelling
1 8 (100.00%) ETL
2 7 (87.50%) Business Intelligence
2 7 (87.50%) IT Strategy
3 6 (75.00%) Data Architecture
3 6 (75.00%) Data Management
3 6 (75.00%) Data Security
3 6 (75.00%) Enterprise Architecture
3 6 (75.00%) Master Data Management
3 6 (75.00%) Ontologies
4 5 (62.50%) Analytics
4 5 (62.50%) Machine Learning
4 5 (62.50%) Service Design
4 5 (62.50%) SOA
4 5 (62.50%) Validation
5 1 (12.50%) Data Integration
Qualifications
1 5 (62.50%) Degree
2 1 (12.50%) Oracle Certification
Vendors
1 8 (100.00%) Oracle
2 7 (87.50%) IBM
2 7 (87.50%) Teradata