The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 26 June 2017 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK / Scotland
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 152 - -
Rank change year-on-year - 0  
Permanent jobs citing ERwin 5 0 0
As % of all permanent IT jobs advertised in Scotland 0.19% - -
As % of the Development Applications category 0.90% - -
Number of salaries quoted 3 0 0
Median salary £70,000 - -
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 Scotland with a requirement for development application skills.

Development Application Skills
Scotland
Permanent job vacancies with a requirement for development application skills 553 522 457
As % of all permanent IT job vacancies advertised in Scotland 20.53% 18.43% 14.52%
Number of salaries quoted 313 279 281
Median salary £41,000 £45,000 £39,500
Median salary % change year-on-year -8.88% +13.92%  
90% offered a salary of more than £32,500 £33,000 £27,500
10% offered a salary of more than £55,000 £50,000 £60,000
UK excluding London median salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19%  

ERwin
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

ERwin
Salary Trend in Scotland

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

Salary trend for ERwin in Scotland

ERwin
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ERwin within the Scotland region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow - 3 £70,000 -
Edinburgh - 2 £77,500 -
ERwin
UK

For the 6 months to 26 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 Scotland region with a requirement for ERwin.

1 11 (100.00%) Data Modelling
2 9 (81.82%) IBM
2 9 (81.82%) Taxonomies
3 8 (72.73%) Data Management
3 8 (72.73%) RDBMS
3 8 (72.73%) ETL
3 8 (72.73%) Oracle
3 8 (72.73%) Relational Database
4 7 (63.64%) Analytical Skills
4 7 (63.64%) Apache Spark
4 7 (63.64%) IT Strategy
4 7 (63.64%) Hadoop
4 7 (63.64%) Data Architecture
4 7 (63.64%) Apache Hive
4 7 (63.64%) HBase
4 7 (63.64%) Kafka
4 7 (63.64%) SQL Server
4 7 (63.64%) Business Intelligence
4 7 (63.64%) Teradata
4 7 (63.64%) Finance
5 6 (54.55%) Ontologies
5 6 (54.55%) Enterprise Architecture
5 6 (54.55%) Master Data Management
5 6 (54.55%) Data Security
6 5 (45.45%) Analytics
6 5 (45.45%) Oracle SOA Suite
6 5 (45.45%) Machine Learning
6 5 (45.45%) Service Design
6 5 (45.45%) Computer Science
6 5 (45.45%) Degree

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 7 (63.64%) Apache Spark
2 5 (45.45%) Oracle SOA Suite
Database & Business Intelligence
1 8 (72.73%) RDBMS
1 8 (72.73%) Relational Database
2 7 (63.64%) Apache Hive
2 7 (63.64%) Hadoop
2 7 (63.64%) HBase
2 7 (63.64%) SQL Server
3 3 (27.27%) Data Mining
3 3 (27.27%) Star Schema
4 1 (9.09%) Data Warehouse
Development Applications
1 3 (27.27%) MagicDraw
General
1 7 (63.64%) Finance
2 1 (9.09%) Banking
Job Titles
1 10 (90.91%) Architect
2 8 (72.73%) Senior Architect
3 7 (63.64%) Data Architect
3 7 (63.64%) Senior Data Architect
4 3 (27.27%) Information Architect
5 2 (18.18%) Lead Architect
6 1 (9.09%) Data Modeller
6 1 (9.09%) Enterprise Data Architect
6 1 (9.09%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 7 (63.64%) Kafka
2 3 (27.27%) XML
2 3 (27.27%) XML Schema
Miscellaneous
1 9 (81.82%) Taxonomies
2 7 (63.64%) Analytical Skills
3 5 (45.45%) Computer Science
4 2 (18.18%) Equities
4 2 (18.18%) Fixed Income
4 2 (18.18%) Reference Data
5 1 (9.09%) Data Structures
Processes & Methodologies
1 11 (100.00%) Data Modelling
2 8 (72.73%) Data Management
2 8 (72.73%) ETL
3 7 (63.64%) Business Intelligence
3 7 (63.64%) Data Architecture
3 7 (63.64%) IT Strategy
4 6 (54.55%) Data Security
4 6 (54.55%) Enterprise Architecture
4 6 (54.55%) Master Data Management
4 6 (54.55%) Ontologies
5 5 (45.45%) Analytics
5 5 (45.45%) Machine Learning
5 5 (45.45%) Service Design
5 5 (45.45%) SOA
5 5 (45.45%) Validation
6 4 (36.36%) Data Integration
7 3 (27.27%) Data Analysis
7 3 (27.27%) Data Migration
7 3 (27.27%) Metadata Management
7 3 (27.27%) Migration
Programming Languages
1 2 (18.18%) SQL
Qualifications
1 5 (45.45%) Degree
2 1 (9.09%) Oracle Certification
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
1 2 (18.18%) ISO 20022
Vendors
1 9 (81.82%) IBM
2 8 (72.73%) Oracle
3 7 (63.64%) Teradata