The table below looks at the statistics for ERwin skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited ERwin over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
CA ERwin Data Modeler
UK / Scotland
Rank 128 159 157
Rank change year-on-year
+31 -2
Permanent jobs citing ERwin 7 1 1
As % of all permanent IT jobs located in Scotland 0.31% 0.034% 0.031%
As % of the Development Applications category 1.57% 0.23% 0.22%
Number of salaries quoted 7 1 0
Median salary £77,500 £62,500 -
Median salary % change year-on-year
+24.00% -
UK excluding London median salary £75,000 £60,000 £72,500
% change year-on-year
+25.00% -17.24%

The following table is for comparison with the above and provides statistics for the entire Development Applications category in permanent jobs advertised in the Scotland region.

Development Applications Category
Scotland
Permanent IT job ads with a match in the
Development Applications category
445 444 446
As % of all permanent IT jobs located in Scotland 19.59% 15.05% 13.95%
Number of salaries quoted 250 283 292
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 £32,500 £32,500 £32,500
10% offered a salary of more than £55,000 £55,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

ERwin
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing ERwin as a proportion of all IT jobs with a match in the Development Applications category.

ERwin Jobs Demand Trend in Scotland

ERwin
Salary Trend in Scotland

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

ERwin Salary Trend 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 24 February 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
Edinburgh - 7 £77,500 -
ERwin
UK

ERwin
Top 30 Related IT Skills in Scotland

For the 6 months to 24 February 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 20 (100.00%) Data Modelling
2 17 (85.00%) Analytical Skills
3 16 (80.00%) Finance
4 14 (70.00%) Teradata
4 14 (70.00%) ETL
4 14 (70.00%) Oracle
4 14 (70.00%) Relational Database
5 12 (60.00%) Data Warehouse
5 12 (60.00%) IBM
6 10 (50.00%) Data Management
6 10 (50.00%) Data Architecture
7 9 (45.00%) Taxonomies
7 9 (45.00%) Ontologies
8 8 (40.00%) Data Mart
8 8 (40.00%) Informatica
8 8 (40.00%) DB2
8 8 (40.00%) Degree
8 8 (40.00%) Pega
8 8 (40.00%) Infrastructure Management
8 8 (40.00%) Performance Tuning
8 8 (40.00%) ETL Development
9 6 (30.00%) Apache Spark
9 6 (30.00%) HBase
9 6 (30.00%) Kafka
9 6 (30.00%) Hadoop
9 6 (30.00%) Apache Hive
9 6 (30.00%) SQL Server
9 6 (30.00%) RDBMS
9 6 (30.00%) Banking
10 5 (25.00%) MagicDraw

ERwin
Top Related 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 6 (30.00%) Apache Spark
2 4 (20.00%) Oracle SOA Suite
Applications
1 1 (5.00%) MS Visio
Database & Business Intelligence
1 14 (70.00%) Relational Database
2 12 (60.00%) Data Warehouse
3 8 (40.00%) Data Mart
3 8 (40.00%) DB2
4 6 (30.00%) Apache Hive
4 6 (30.00%) Hadoop
4 6 (30.00%) HBase
4 6 (30.00%) RDBMS
4 6 (30.00%) SQL Server
5 5 (25.00%) Data Lake
5 5 (25.00%) OLAP
5 5 (25.00%) OLTP
6 4 (20.00%) Star Schema
Development Applications
1 5 (25.00%) MagicDraw
General
1 16 (80.00%) Finance
2 6 (30.00%) Banking
3 4 (20.00%) Back Office
3 4 (20.00%) General Ledger
4 1 (5.00%) Retail
4 1 (5.00%) Retail Banking
Job Titles
1 12 (60.00%) Architect
2 9 (45.00%) Data Modeller
3 8 (40.00%) Data Architect
3 8 (40.00%) Senior Architect
3 8 (40.00%) Senior Data Architect
4 4 (20.00%) Information Architect
5 1 (5.00%) Enterprise Data Architect
5 1 (5.00%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 6 (30.00%) Kafka
2 5 (25.00%) XML
3 4 (20.00%) XML Schema
Miscellaneous
1 17 (85.00%) Analytical Skills
2 9 (45.00%) Taxonomies
3 4 (20.00%) Computer Science
3 4 (20.00%) Reference Data
Processes & Methodologies
1 20 (100.00%) Data Modelling
2 14 (70.00%) ETL
3 10 (50.00%) Data Architecture
3 10 (50.00%) Data Management
4 9 (45.00%) Ontologies
5 8 (40.00%) ETL Development
5 8 (40.00%) Infrastructure Management
5 8 (40.00%) Performance Tuning
6 5 (25.00%) Business Intelligence
6 5 (25.00%) Data Security
6 5 (25.00%) Enterprise Architecture
6 5 (25.00%) Logical Data Model
6 5 (25.00%) Master Data Management
6 5 (25.00%) UML
7 4 (20.00%) Machine Learning
7 4 (20.00%) Metadata Management
7 4 (20.00%) Migration
7 4 (20.00%) Physical Data Model
7 4 (20.00%) SOA
7 4 (20.00%) Validation
Qualifications
1 8 (40.00%) Degree
Quality Assurance & Compliance
1 5 (25.00%) Data Quality
1 5 (25.00%) ISO20022
Vendors
1 14 (70.00%) Oracle
1 14 (70.00%) Teradata
2 12 (60.00%) IBM
3 8 (40.00%) Informatica
3 8 (40.00%) Pega