Period
to 13 November 2018

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 13 November 2018 with a comparison to the same period in the previous 2 years.

CA ERwin Data Modeler
UK > England
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 1026 1101 1135
Rank change year-on-year +75 +34 -84
Permanent jobs citing ERwin 95 69 75
As % of all permanent IT jobs advertised in England 0.063% 0.041% 0.042%
As % of the Development Applications category 0.31% 0.20% 0.23%
Number of salaries quoted 75 37 57
England median annual salary £70,000 £65,000 £69,000
Median salary % change year-on-year +7.69% -5.80% +20.00%
10th Percentile £42,250 £34,300 £54,500
90th Percentile £84,500 £87,500 £82,500
UK median annual salary £70,000 £65,000 £70,000
% change year-on-year +7.69% -7.14% +21.74%

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 30,285 34,366 32,795
As % of all permanent IT jobs advertised in England 19.98% 20.41% 18.46%
Number of salaries quoted 24,717 28,253 28,607
England median annual salary £52,000 £50,000 £47,500
Median salary % change year-on-year +4.00% +5.26% +5.56%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £80,000 £75,000 £75,000
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 13 November 2018.

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 13 November 2018. 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
North of England +68 36 £50,000 -28.57% 2
London +70 35 £77,500 -8.82% 11
Yorkshire +46 29 £50,000 -28.57% 1
South East +28 14 £70,000 +86.67% 3
South West -4 10 £80,000 +90.48% 1
North West - 7 £65,000 - 1
ERwin
UK

For the 6 months to 13 November 2018, 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 89 (93.68%) Data Modelling
2 65 (68.42%) Data Warehouse
2 65 (68.42%) Business Intelligence
3 62 (65.26%) SQL
4 54 (56.84%) SQL Server
5 51 (53.68%) Agile Software Development
6 46 (48.42%) Data Architecture
7 42 (44.21%) Finance
8 36 (37.89%) Migration
8 36 (37.89%) Logical Data Model
9 35 (36.84%) ETL
10 34 (35.79%) Analytics
11 33 (34.74%) Data Governance
11 33 (34.74%) Data Management
12 28 (29.47%) SQL Server Integration Services
12 28 (29.47%) Data Integration
13 27 (28.42%) Physical Data Model
14 26 (27.37%) Big Data
14 26 (27.37%) Oracle
15 25 (26.32%) Decision-Making
16 24 (25.26%) Tableau
16 24 (25.26%) Visualisation
17 22 (23.16%) Waterfall
18 21 (22.11%) SQL Server Reporting Services
18 21 (22.11%) ER Studio
19 20 (21.05%) Metadata Management
20 19 (20.00%) MySQL
20 19 (20.00%) Data Quality
20 19 (20.00%) Relational Database
21 18 (18.95%) Microsoft

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 12 (12.63%) Apache Spark
2 8 (8.42%) Apache Solr
3 6 (6.32%) SAS
4 2 (2.11%) SharePoint
Applications
1 12 (12.63%) MS Visio
2 2 (2.11%) Microsoft Excel
Cloud Services
1 16 (16.84%) Amazon AWS
2 15 (15.79%) Microsoft Azure
3 8 (8.42%) AWS Lambda
3 8 (8.42%) Serverless
4 6 (6.32%) Data Lake Analytics
4 6 (6.32%) PaaS
5 2 (2.11%) Google Cloud Platform
6 1 (1.05%) Azure Data Factory
Communications & Networking
1 1 (1.05%) SMTP
Database & Business Intelligence
1 65 (68.42%) Data Warehouse
2 54 (56.84%) SQL Server
3 28 (29.47%) SQL Server Integration Services
4 26 (27.37%) Big Data
5 21 (22.11%) SQL Server Reporting Services
6 19 (20.00%) MySQL
6 19 (20.00%) Relational Database
7 16 (16.84%) SQL Server Analysis Services
8 15 (15.79%) Data Lake
9 14 (14.74%) NoSQL
10 13 (13.68%) Hadoop
10 13 (13.68%) OLAP
10 13 (13.68%) OLTP
11 12 (12.63%) Enterprise Data Warehouse
12 11 (11.58%) RDBMS
13 8 (8.42%) Apache Hive
13 8 (8.42%) BusinessObjects
13 8 (8.42%) Impala
13 8 (8.42%) Oracle ODI
13 8 (8.42%) SAP Data Services
Development Applications
1 21 (22.11%) ER Studio
2 15 (15.79%) PowerDesigner
3 6 (6.32%) RStudio
4 2 (2.11%) Eclipse
4 2 (2.11%) JIRA
4 2 (2.11%) Visual Studio
4 2 (2.11%) XMLSpy
5 1 (1.05%) MagicDraw
5 1 (1.05%) Toad
General
1 42 (44.21%) Finance
2 5 (5.26%) Retail
3 2 (2.11%) Banking
3 2 (2.11%) Financial Institution
4 1 (1.05%) Pharmaceutical
Job Titles
1 48 (50.53%) Architect
2 35 (36.84%) Data Architect
3 28 (29.47%) Analyst
4 20 (21.05%) Business Analyst
4 20 (21.05%) Business Intelligence Analyst
5 19 (20.00%) Business Intelligence Business Analyst
6 14 (14.74%) Business Intelligence Architect
6 14 (14.74%) Data Modeller
6 14 (14.74%) Data Warehouse Analyst
7 13 (13.68%) Data Warehouse Business Analyst
8 11 (11.58%) Data Business Analyst
9 8 (8.42%) Data Engineer
10 6 (6.32%) Big Data Engineer
10 6 (6.32%) Data Analyst
10 6 (6.32%) Solutions Architect
11 4 (4.21%) Azure Architect
11 4 (4.21%) Senior Architect
11 4 (4.21%) Senior Data Architect
12 3 (3.16%) Cloud Architect
12 3 (3.16%) ETL Architect
Libraries, Frameworks & Software Standards
1 10 (10.53%) Kafka
2 8 (8.42%) Oracle GoldenGate
3 6 (6.32%) .NET
4 1 (1.05%) FpML
4 1 (1.05%) RESTful
4 1 (1.05%) SOAP
Miscellaneous
1 12 (12.63%) Greenfield Project
2 9 (9.47%) Analytical Skills
3 8 (8.42%) Enterprise Software
4 7 (7.37%) Hybrid Cloud
5 6 (6.32%) Cloud Native
6 4 (4.21%) Management Information System
7 3 (3.16%) Data Structures
8 2 (2.11%) Computer Science
8 2 (2.11%) Reference Data
9 1 (1.05%) Credit Risk
9 1 (1.05%) Market Risk
Operating Systems
1 6 (6.32%) Windows
Processes & Methodologies
1 89 (93.68%) Data Modelling
2 65 (68.42%) Business Intelligence
3 51 (53.68%) Agile Software Development
4 46 (48.42%) Data Architecture
5 36 (37.89%) Logical Data Model
5 36 (37.89%) Migration
6 35 (36.84%) ETL
7 34 (35.79%) Analytics
8 33 (34.74%) Data Governance
8 33 (34.74%) Data Management
9 28 (29.47%) Data Integration
10 27 (28.42%) Physical Data Model
11 25 (26.32%) Decision-Making
12 24 (25.26%) Visualisation
13 22 (23.16%) Waterfall
14 20 (21.05%) Metadata Management
15 18 (18.95%) Data Analysis
16 15 (15.79%) Data Strategy
16 15 (15.79%) Data Transformation
17 13 (13.68%) Digital Transformation Programme
Programming Languages
1 62 (65.26%) SQL
2 14 (14.74%) Python
2 14 (14.74%) T-SQL
3 8 (8.42%) R
3 8 (8.42%) Scala
4 6 (6.32%) C#
4 6 (6.32%) Java
5 1 (1.05%) C
5 1 (1.05%) PL/SQL
Qualifications
1 2 (2.11%) Degree
Quality Assurance & Compliance
1 19 (20.00%) Data Quality
2 9 (9.47%) GDPR
3 3 (3.16%) QA
4 1 (1.05%) ISO 20022
System Software
1 8 (8.42%) HDFS
Systems Management
1 6 (6.32%) Oozie
Vendors
1 26 (27.37%) Oracle
2 24 (25.26%) Tableau
3 18 (18.95%) Microsoft
4 15 (15.79%) Talend
5 10 (10.53%) IBM
6 9 (9.47%) Trillium
7 8 (8.42%) Cloudera
7 8 (8.42%) Cognizant
8 7 (7.37%) Informatica
9 6 (6.32%) IDERA
9 6 (6.32%) Salesforce.com
10 5 (5.26%) Ab Initio
10 5 (5.26%) MicroStrategy
11 4 (4.21%) Cognos
12 2 (2.11%) Casewise
12 2 (2.11%) Netezza
13 1 (1.05%) Guidewire
13 1 (1.05%) SAP