Period
to 15 January 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 15 January 2019 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK > England
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 987 1060 1099
Rank change year-on-year +73 +39 -79
Permanent jobs citing ERwin 103 89 75
As % of all permanent IT jobs advertised in England 0.073% 0.055% 0.045%
As % of the Development Applications category 0.37% 0.27% 0.24%
Number of salaries quoted 84 51 55
England median annual salary £72,750 £62,500 £70,000
Median salary % change year-on-year +16.40% -10.71% +27.27%
10th Percentile £46,625 £40,750 £53,750
90th Percentile £90,000 £72,500 £89,500
UK median annual salary £72,500 £62,500 £75,000
% change year-on-year +16.00% -16.67% +36.36%

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 England with a requirement for development application skills.

All Development Application Skills
England
Permanent vacancies with a requirement for development application skills 27,776 32,774 31,135
As % of all permanent IT jobs advertised in England 19.77% 20.31% 18.83%
Number of salaries quoted 22,342 27,122 26,914
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £32,500 £31,250 £30,500
90th Percentile £80,625 £75,000 £73,500
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

ERwin
Job Vacancy Trend in England

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

Job vacancy trend for ERwin in England

ERwin
Salary Trend in England

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

Salary trend for ERwin in England

ERwin
Salary Histogram in England

The salary distribution of IT jobs citing ERwin in England over the 6 months to 15 January 2019.

Salary histogram for ERwin in England

ERwin
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ERwin within the England region over the 6 months to 15 January 2019. 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
London +58 56 £82,500 +26.92% 3
North of England +46 19 £50,000 -28.57%
Yorkshire +39 18 £50,000 -28.57%
West Midlands +45 13 £50,000 -25.93% 2
Midlands +44 13 £50,000 -24.53% 2
South East +38 9 £70,000 +100.00% 2
South West -22 6 £80,000 +48.84% 1
North West - 1 £80,000 -
ERwin
UK

For the 6 months to 15 January 2019, IT jobs citing ERwin also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for ERwin.

1 98 (95.15%) Data Modelling
2 72 (69.90%) Business Intelligence
2 72 (69.90%) Data Warehouse
3 68 (66.02%) SQL Server
4 58 (56.31%) SQL
5 56 (54.37%) Data Architecture
6 50 (48.54%) ETL
7 45 (43.69%) Agile Software Development
8 42 (40.78%) Data Management
8 42 (40.78%) Analytics
9 40 (38.83%) Logical Data Model
10 39 (37.86%) ER Studio
11 38 (36.89%) Migration
12 34 (33.01%) SQL Server Integration Services
13 31 (30.10%) SQL Server Analysis Services
13 31 (30.10%) Microsoft
14 30 (29.13%) Conceptual Models
15 29 (28.16%) Oracle
16 28 (27.18%) T-SQL
16 28 (27.18%) SQL Server Reporting Services
16 28 (27.18%) Finance
16 28 (27.18%) Visualisation
17 27 (26.21%) Physical Data Model
17 27 (26.21%) SDLC
18 26 (25.24%) Dimensional Modelling
19 25 (24.27%) Data Lake
20 24 (23.30%) GDPR
20 24 (23.30%) Data Migration
20 24 (23.30%) Big Data
20 24 (23.30%) Tableau

ERwin
Co-occurring IT Skills in England 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 11 (10.68%) SAS
2 10 (9.71%) Apache Spark
3 8 (7.77%) Apache Solr
4 2 (1.94%) Apache
4 2 (1.94%) Apache Pig
4 2 (1.94%) Jupyter
5 1 (0.97%) SharePoint
Applications
1 23 (22.33%) MS Visio
2 2 (1.94%) Microsoft Excel
2 2 (1.94%) SPSS
Cloud Services
1 21 (20.39%) Microsoft Azure
2 13 (12.62%) Amazon AWS
2 13 (12.62%) Data Lake Analytics
2 13 (12.62%) PaaS
3 6 (5.83%) AWS Lambda
3 6 (5.83%) Serverless
4 5 (4.85%) Azure Data Factory
5 2 (1.94%) Apigee
5 2 (1.94%) Azure Active Directory
5 2 (1.94%) Azure Machine Learning
5 2 (1.94%) Boomi
5 2 (1.94%) GitHub
5 2 (1.94%) IaaS
5 2 (1.94%) iPaaS
5 2 (1.94%) Office 365
5 2 (1.94%) SaaS
6 1 (0.97%) Google Cloud Platform
Communications & Networking
1 2 (1.94%) Firewall
2 1 (0.97%) SMTP
Database & Business Intelligence
1 72 (69.90%) Data Warehouse
2 68 (66.02%) SQL Server
3 34 (33.01%) SQL Server Integration Services
4 31 (30.10%) SQL Server Analysis Services
5 28 (27.18%) SQL Server Reporting Services
6 25 (24.27%) Data Lake
7 24 (23.30%) Big Data
8 20 (19.42%) MySQL
9 17 (16.50%) NoSQL
10 16 (15.53%) Relational Database
11 13 (12.62%) Cosmos DB
11 13 (12.62%) MongoDB
12 12 (11.65%) Enterprise Data Warehouse
12 12 (11.65%) Hadoop
13 11 (10.68%) StreamInsight
14 10 (9.71%) HDInsight
15 8 (7.77%) Apache Hive
15 8 (7.77%) HBase
15 8 (7.77%) PostgreSQL
15 8 (7.77%) Power BI
Development Applications
1 39 (37.86%) ER Studio
2 5 (4.85%) PowerDesigner
3 4 (3.88%) RStudio
4 2 (1.94%) Jenkins
4 2 (1.94%) JIRA
4 2 (1.94%) Maven
4 2 (1.94%) Visual Studio Team System
5 1 (0.97%) Eclipse
5 1 (0.97%) MagicDraw
5 1 (0.97%) Toad
5 1 (0.97%) Visual Studio
5 1 (0.97%) XMLSpy
General
1 28 (27.18%) Finance
2 4 (3.88%) Banking
3 3 (2.91%) Investment Banking
4 2 (1.94%) Retail
5 1 (0.97%) Pharmaceutical
Job Titles
1 63 (61.17%) Architect
2 49 (47.57%) Data Architect
3 18 (17.48%) Analyst
3 18 (17.48%) Business Intelligence Architect
4 17 (16.50%) Business Analyst
4 17 (16.50%) Business Intelligence Analyst
5 16 (15.53%) Business Intelligence Business Analyst
6 9 (8.74%) Data Warehouse Analyst
6 9 (8.74%) Information Architect
7 8 (7.77%) Azure Architect
7 8 (7.77%) Data Warehouse Business Analyst
8 7 (6.80%) Data Business Analyst
8 7 (6.80%) Data Modeller
9 6 (5.83%) Big Data Engineer
9 6 (5.83%) Data Engineer
10 5 (4.85%) Solutions Architect
11 4 (3.88%) Cloud Architect
11 4 (3.88%) Senior Architect
11 4 (3.88%) Senior Data Architect
12 3 (2.91%) ETL Architect
Libraries, Frameworks & Software Standards
1 15 (14.56%) Kafka
2 13 (12.62%) .NET
3 3 (2.91%) TensorFlow
4 2 (1.94%) Anaconda
4 2 (1.94%) Apache NiFi
4 2 (1.94%) Apache Tez
4 2 (1.94%) D3.js
4 2 (1.94%) Natural Language Processing
4 2 (1.94%) OAuth
4 2 (1.94%) OpenID
4 2 (1.94%) SAML
5 1 (0.97%) FpML
Miscellaneous
1 11 (10.68%) Cloud Native
2 10 (9.71%) Greenfield Project
3 7 (6.80%) Analytical Skills
4 6 (5.83%) Enterprise Software
4 6 (5.83%) Management Information System
5 3 (2.91%) Data Structures
6 2 (1.94%) Enterprise Cloud
6 2 (1.94%) PMI
6 2 (1.94%) Public Cloud
6 2 (1.94%) Reference Data
6 2 (1.94%) Virtual Team
7 1 (0.97%) Credit Risk
7 1 (0.97%) Hybrid Cloud
7 1 (0.97%) Market Risk
Operating Systems
1 7 (6.80%) Windows
Processes & Methodologies
1 98 (95.15%) Data Modelling
2 72 (69.90%) Business Intelligence
3 56 (54.37%) Data Architecture
4 50 (48.54%) ETL
5 45 (43.69%) Agile Software Development
6 42 (40.78%) Analytics
6 42 (40.78%) Data Management
7 40 (38.83%) Logical Data Model
8 38 (36.89%) Migration
9 30 (29.13%) Conceptual Models
10 28 (27.18%) Visualisation
11 27 (26.21%) Physical Data Model
11 27 (26.21%) SDLC
12 26 (25.24%) Dimensional Modelling
13 24 (23.30%) Data Migration
14 22 (21.36%) UML
15 21 (20.39%) Data Governance
16 20 (19.42%) Decision-Making
16 20 (19.42%) TOGAF
16 20 (19.42%) Waterfall
Programming Languages
1 58 (56.31%) SQL
2 28 (27.18%) T-SQL
3 19 (18.45%) Python
4 14 (13.59%) R
5 11 (10.68%) C#
6 8 (7.77%) Java
7 6 (5.83%) Scala
8 3 (2.91%) PL/SQL
9 2 (1.94%) Bash Shell
9 2 (1.94%) C++
9 2 (1.94%) JavaScript
9 2 (1.94%) Perl
9 2 (1.94%) PHP
9 2 (1.94%) PowerShell
9 2 (1.94%) Ruby
Qualifications
1 10 (9.71%) TOGAF Certification
2 7 (6.80%) Degree
3 2 (1.94%) CEH
3 2 (1.94%) PMI Certification
Quality Assurance & Compliance
1 24 (23.30%) GDPR
2 23 (22.33%) Data Quality
3 7 (6.80%) COBIT
4 3 (2.91%) QA
5 1 (0.97%) ISO 20022
System Software
1 6 (5.83%) HDFS
2 2 (1.94%) Active Directory
Systems Management
1 6 (5.83%) Oozie
2 2 (1.94%) Ambari
2 2 (1.94%) Ansible
2 2 (1.94%) Opscode Chef
2 2 (1.94%) Puppet
2 2 (1.94%) Salt
Vendors
1 31 (30.10%) Microsoft
2 29 (28.16%) Oracle
3 24 (23.30%) Tableau
4 12 (11.65%) Talend
5 11 (10.68%) IDERA
6 7 (6.80%) Informatica
7 6 (5.83%) Casewise
7 6 (5.83%) Cloudera
7 6 (5.83%) Cognizant
7 6 (5.83%) Salesforce.com
8 4 (3.88%) Cognos
9 2 (1.94%) Ab Initio
9 2 (1.94%) Alteryx
9 2 (1.94%) Axway
9 2 (1.94%) Cisco
9 2 (1.94%) MicroStrategy
9 2 (1.94%) Netezza
9 2 (1.94%) Red Hat
9 2 (1.94%) SnapLogic
9 2 (1.94%) TIBCO