Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 219 202 244
Rank change year-on-year -17 +42 -1
Permanent jobs citing ERwin 6 17 3
As % of all permanent IT jobs advertised in Scotland 0.11% 0.33% 0.047%
As % of the Development Applications category 0.51% 1.61% 0.28%
Number of salaries quoted 3 12 3
Scotland median annual salary £70,000 £75,000 £67,500
Median salary % change year-on-year -6.67% +11.11% +58.82%
10th Percentile £46,500 £75,000 £53,250
90th Percentile £72,500 £75,000 £69,750
UK median annual salary £65,000 £70,000 £57,500
% change year-on-year -7.14% +21.74% +4.55%

ERwin is in the Development Applications category. The following 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.

All Development Application Skills
Scotland
Permanent vacancies with a requirement for development application skills 1188 1055 1076
As % of all permanent IT jobs advertised in Scotland 21.26% 20.42% 16.71%
Number of salaries quoted 659 632 679
Scotland median annual salary £41,500 £40,500 £42,233
Median salary % change year-on-year +2.47% -4.10% +5.58%
10th Percentile £28,000 £28,275 £28,950
90th Percentile £57,500 £59,750 £60,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

ERwin
Job Vacancy Trend in Scotland

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

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
Salary Histogram in Scotland

The salary distribution of IT jobs citing ERwin in Scotland over the 6 months to 19 November 2017.

Salary histogram 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -9 6 £70,000 -
ERwin
UK

For the 6 months to 19 November 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 6 (100.00%) Data Modelling
2 4 (66.67%) Data Analysis
3 3 (50.00%) MagicDraw
3 3 (50.00%) Taxonomies
3 3 (50.00%) Data Migration
3 3 (50.00%) Data Integration
3 3 (50.00%) Metadata Management
3 3 (50.00%) Data Mining
3 3 (50.00%) Migration
3 3 (50.00%) SQL
3 3 (50.00%) XML
3 3 (50.00%) UML
3 3 (50.00%) XML Schema
3 3 (50.00%) Star Schema
3 3 (50.00%) Data Warehouse
4 2 (33.33%) Analytical Skills
4 2 (33.33%) Data Structures
4 2 (33.33%) Logical Data Model
4 2 (33.33%) ISO 20022
4 2 (33.33%) Reference Data Management
4 2 (33.33%) Conceptual Models
4 2 (33.33%) IBM
4 2 (33.33%) Microsoft
4 2 (33.33%) Microsoft Certification
4 2 (33.33%) MCSA
4 2 (33.33%) SQL Server
4 2 (33.33%) Fixed Income
4 2 (33.33%) Equities
4 2 (33.33%) Data Management
4 2 (33.33%) ETL

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:

Database & Business Intelligence
1 3 (50.00%) Data Mining
1 3 (50.00%) Data Warehouse
1 3 (50.00%) Star Schema
2 2 (33.33%) SQL Server
2 2 (33.33%) SQL Server Analysis Services
Development Applications
1 3 (50.00%) MagicDraw
2 2 (33.33%) SQL Server Management Studio (SSMS)
Job Titles
1 3 (50.00%) Architect
1 3 (50.00%) Data Modeller
1 3 (50.00%) Information Architect
2 2 (33.33%) Lead Architect
3 1 (16.67%) Senior Architect
3 1 (16.67%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 3 (50.00%) XML
1 3 (50.00%) XML Schema
Miscellaneous
1 3 (50.00%) Taxonomies
2 2 (33.33%) Analytical Skills
2 2 (33.33%) Data Structures
2 2 (33.33%) Equities
2 2 (33.33%) Fixed Income
2 2 (33.33%) FMCG
2 2 (33.33%) Reference Data
Processes & Methodologies
1 6 (100.00%) Data Modelling
2 4 (66.67%) Data Analysis
3 3 (50.00%) Data Integration
3 3 (50.00%) Data Migration
3 3 (50.00%) Metadata Management
3 3 (50.00%) Migration
3 3 (50.00%) UML
4 2 (33.33%) Conceptual Models
4 2 (33.33%) Data Governance
4 2 (33.33%) Data Management
4 2 (33.33%) Data Protection
4 2 (33.33%) ETL
4 2 (33.33%) Logical Data Model
4 2 (33.33%) Reference Data Management
5 1 (16.67%) Data Architecture
5 1 (16.67%) Information Architecture
5 1 (16.67%) Logistics
5 1 (16.67%) Predictive Modelling
5 1 (16.67%) Time Series Analysis
Programming Languages
1 3 (50.00%) SQL
Qualifications
1 2 (33.33%) MCSA
1 2 (33.33%) Microsoft Certification
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
1 2 (33.33%) ISO 20022
Vendors
1 2 (33.33%) IBM
1 2 (33.33%) Microsoft