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 28 March 2017 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
Scotland / Edinburgh
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 85 - -
Rank change year-on-year - 0  
Permanent jobs citing ERwin 6 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.54% - -
As % of the Development Applications category 2.63% - -
Number of salaries quoted 6 0 0
Median salary £77,500 - -
UK excluding London median salary £45,000 £60,000 £75,000
% change year-on-year -25.00% -20.00%  

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 228 173 168
As % of all permanent IT job vacancies advertised in Edinburgh 20.34% 12.92% 12.44%
Number of salaries quoted 143 127 110
Median salary £40,000 £45,000 £40,000
Median salary % change year-on-year -11.11% +12.50%  
90% offered a salary of more than £34,800 £32,500 £33,000
10% offered a salary of more than £50,000 £50,000 £50,000
UK excluding London median salary £42,500 £42,500 £41,000
% change year-on-year - +3.65%  

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 28 March 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 12 (100.00%) Data Modelling
1 12 (100.00%) Finance
2 11 (91.67%) Teradata
2 11 (91.67%) ETL
2 11 (91.67%) Oracle
2 11 (91.67%) Relational Database
3 9 (75.00%) Analytical Skills
4 7 (58.33%) IBM
5 6 (50.00%) Data Management
5 6 (50.00%) SQL Server
5 6 (50.00%) Apache Spark
5 6 (50.00%) Apache Hive
5 6 (50.00%) HBase
5 6 (50.00%) RDBMS
5 6 (50.00%) Hadoop
5 6 (50.00%) Kafka
5 6 (50.00%) IT Strategy
6 5 (41.67%) ETL Development
6 5 (41.67%) Master Data Management
6 5 (41.67%) Infrastructure Management
6 5 (41.67%) Performance Tuning
6 5 (41.67%) DB2
6 5 (41.67%) Data Warehouse
6 5 (41.67%) Business Intelligence
6 5 (41.67%) Data Security
6 5 (41.67%) Informatica
6 5 (41.67%) Data Mart
6 5 (41.67%) Enterprise Architecture
6 5 (41.67%) Taxonomies
6 5 (41.67%) Ontologies

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 6 (50.00%) Apache Spark
2 4 (33.33%) Oracle SOA Suite
Applications
1 1 (8.33%) MS Visio
Database & Business Intelligence
1 11 (91.67%) Relational Database
2 6 (50.00%) Apache Hive
2 6 (50.00%) Hadoop
2 6 (50.00%) HBase
2 6 (50.00%) RDBMS
2 6 (50.00%) SQL Server
3 5 (41.67%) Data Mart
3 5 (41.67%) Data Warehouse
3 5 (41.67%) DB2
General
1 12 (100.00%) Finance
2 2 (16.67%) Banking
3 1 (8.33%) Retail
3 1 (8.33%) Retail Banking
Job Titles
1 7 (58.33%) Architect
1 7 (58.33%) Data Architect
1 7 (58.33%) Senior Architect
1 7 (58.33%) Senior Data Architect
2 5 (41.67%) Data Modeller
3 1 (8.33%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 6 (50.00%) Kafka
Miscellaneous
1 9 (75.00%) Analytical Skills
2 5 (41.67%) Taxonomies
3 4 (33.33%) Computer Science
Processes & Methodologies
1 12 (100.00%) Data Modelling
2 11 (91.67%) ETL
3 6 (50.00%) Data Management
3 6 (50.00%) IT Strategy
4 5 (41.67%) Business Intelligence
4 5 (41.67%) Data Architecture
4 5 (41.67%) Data Security
4 5 (41.67%) Enterprise Architecture
4 5 (41.67%) ETL Development
4 5 (41.67%) Infrastructure Management
4 5 (41.67%) Master Data Management
4 5 (41.67%) Ontologies
4 5 (41.67%) Performance Tuning
5 4 (33.33%) Analytics
5 4 (33.33%) Machine Learning
5 4 (33.33%) Service Design
5 4 (33.33%) SOA
5 4 (33.33%) Validation
6 1 (8.33%) Line Management
6 1 (8.33%) Logical Data Model
Qualifications
1 4 (33.33%) Degree
Vendors
1 11 (91.67%) Oracle
1 11 (91.67%) Teradata
2 7 (58.33%) IBM
3 5 (41.67%) Informatica
3 5 (41.67%) Pega