The following table provides summary statistics for contract job vacancies advertised in England with a requirement for ERwin skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ERwin over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

CA ERwin Data Modeler
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 525 508 517
Rank change year-on-year -17 +9  
Contract jobs citing ERwin 51 116 84
As % of all contract IT jobs advertised in England 0.12% 0.23% 0.17%
As % of the Development Applications category 0.69% 1.59% 1.32%
Number of daily rates quoted 33 94 50
Median daily rate £475 £478 £500
Median daily rate % change year-on-year -0.52% -4.50%  
90% offered a daily rate of more than £362 £325 £355
10% offered a daily rate of more than £550 £750 £600
UK excluding London median daily rate £500 £463 £488
% change year-on-year +8.10% -5.12%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

ERwin is in the development application skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for development application skills.

Contract Development Application Skills
England
Contract job vacancies with a requirement for development application skills 7340 7291 6380
As % of all contract IT job vacancies advertised in England 17.48% 14.59% 13.08%
Number of daily rates quoted 4962 4918 4146
Median daily rate £440 £425 £400
Median daily rate % change year-on-year +3.52% +6.25%  
90% offered a daily rate of more than £314 £313 £290
10% offered a daily rate of more than £575 £563 £535
UK excluding London median daily rate £400 £375 £363
% change year-on-year +6.66% +3.44%  
Number of hourly rates quoted 163 169 119
Median hourly rate £42.50 £42.13 £37.50
Median hourly rate % change year-on-year +0.89% +12.33%  
90% offered a hourly rate of more than £32.50 £31.50 £29.00
10% offered a hourly rate of more than £52.50 £50.00 £47.00
UK excluding London median hourly rate £42.50 £42.29 £37.50
% change year-on-year +0.49% +12.77%  

ERwin
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing ERwin as a proportion of all contract or permanent IT jobs with a match in the Development Applications category.

Job vacancy trend for ERwin in England

ERwin
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ERwin in England.

Contractor daily rate trend for ERwin in England

ERwin
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing ERwin in England over the 3 months to 30 March 2017.

Contractor daily rate histogram for ERwin in England

ERwin
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ERwin in England.

Contractor hourly rate trend for ERwin in England

ERwin
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ERwin within the England region over the 3 months to 30 March 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +43 33 £475 -4.52% 2
North West +22 9 £550 +12.82%
South West +2 6 £498 -0.50%
South East +13 3 - - 1
ERwin
UK

For the 6 months to 30 March 2017, IT contractor jobs citing ERwin also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for ERwin.

1 87 (90.63%) Data Modelling
2 51 (53.13%) SQL
3 50 (52.08%) Oracle
4 46 (47.92%) Finance
5 45 (46.88%) ETL
6 41 (42.71%) Agile Software Development
7 35 (36.46%) Data Warehouse
8 25 (26.04%) Informatica
8 25 (26.04%) Talend Open Studio
8 25 (26.04%) Talend
9 22 (22.92%) Data Architecture
9 22 (22.92%) Hadoop
9 22 (22.92%) Data Quality
10 21 (21.88%) Banking
11 18 (18.75%) DB2
11 18 (18.75%) Data Analysis
11 18 (18.75%) Relational Database
11 18 (18.75%) Physical Data Model
12 17 (17.71%) Logical Data Model
12 17 (17.71%) Data Management
12 17 (17.71%) Data Migration
12 17 (17.71%) XML
12 17 (17.71%) Business Intelligence
12 17 (17.71%) Migration
13 16 (16.67%) Linux
13 16 (16.67%) Analytics
14 15 (15.63%) Teradata
14 15 (15.63%) Investment Banking
14 15 (15.63%) Scrum
15 14 (14.58%) Translating Business Requirements

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 7 (7.29%) Apache Spark
2 6 (6.25%) WebLogic
3 5 (5.21%) Oracle SOA Suite
4 4 (4.17%) Apache Solr
5 3 (3.13%) Confluence
5 3 (3.13%) Tomcat
6 2 (2.08%) IIS
6 2 (2.08%) SAS
7 1 (1.04%) Apache
7 1 (1.04%) CICS
Applications
1 4 (4.17%) MS Office
2 2 (2.08%) MS Excel
2 2 (2.08%) MS Visio
2 2 (2.08%) S-PLUS
Cloud Services
1 12 (12.50%) Amazon AWS
2 4 (4.17%) Google Cloud Platform
Database & Business Intelligence
1 35 (36.46%) Data Warehouse
2 22 (22.92%) Hadoop
3 18 (18.75%) DB2
3 18 (18.75%) Relational Database
4 13 (13.54%) Big Data
5 12 (12.50%) SQL Server
6 11 (11.46%) DataStage
7 10 (10.42%) Star Schema
8 9 (9.38%) Data Mart
8 9 (9.38%) OLAP
9 8 (8.33%) IBM InfoSphere
9 8 (8.33%) MySQL
9 8 (8.33%) Oracle OLAP
10 7 (7.29%) BusinessObjects
10 7 (7.29%) Data Lake
11 6 (6.25%) Amazon Redshift
11 6 (6.25%) Essbase
11 6 (6.25%) Oracle BI EE
12 5 (5.21%) MarkLogic
12 5 (5.21%) OLTP
Development Applications
1 25 (26.04%) Talend Open Studio
2 10 (10.42%) PowerDesigner
3 5 (5.21%) MagicDraw
4 4 (4.17%) JIRA
5 3 (3.13%) Ant
5 3 (3.13%) ClearCase
5 3 (3.13%) Jenkins
5 3 (3.13%) Log4Net
5 3 (3.13%) NUnit
5 3 (3.13%) PowerBuilder
5 3 (3.13%) SonarQube
5 3 (3.13%) Subversion
5 3 (3.13%) Toad
6 1 (1.04%) Eclipse
General
1 46 (47.92%) Finance
2 21 (21.88%) Banking
3 15 (15.63%) Investment Banking
4 10 (10.42%) Back Office
5 7 (7.29%) Legal
6 5 (5.21%) Retail
7 4 (4.17%) Advertising
8 2 (2.08%) Marketing
8 2 (2.08%) Wholesale Banking
9 1 (1.04%) Financial Institution
9 1 (1.04%) Front Office
9 1 (1.04%) Games
9 1 (1.04%) Pharmaceutical
Job Titles
1 39 (40.63%) Architect
2 30 (31.25%) Data Architect
3 25 (26.04%) Analyst
4 21 (21.88%) Data Analyst
5 17 (17.71%) Developer
6 16 (16.67%) Data Modeller
7 6 (6.25%) Business Architect
7 6 (6.25%) Business Intelligence Architect
7 6 (6.25%) Consultant
7 6 (6.25%) SQL Analyst
8 4 (4.17%) OBIEE Developer
8 4 (4.17%) SQL Data Analyst
8 4 (4.17%) Systems Architect
9 3 (3.13%) Applications Developer
9 3 (3.13%) C# Developer
9 3 (3.13%) C++ Developer
9 3 (3.13%) Data Warehouse Developer
9 3 (3.13%) Java Developer
9 3 (3.13%) Senior Analyst
9 3 (3.13%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 17 (17.71%) XML
2 11 (11.46%) XML Schema
3 10 (10.42%) XML Messaging
4 6 (6.25%) AngularJS
4 6 (6.25%) CSS
4 6 (6.25%) HTML
4 6 (6.25%) J2EE
4 6 (6.25%) JSP
4 6 (6.25%) Kafka
4 6 (6.25%) MDX
4 6 (6.25%) Node.js
5 5 (5.21%) SOAP
6 4 (4.17%) Lucene
7 3 (3.13%) DOM
7 3 (3.13%) JiBX
7 3 (3.13%) JMS
7 3 (3.13%) JSTL
7 3 (3.13%) Spring
7 3 (3.13%) Spring MVC
7 3 (3.13%) WPF
Miscellaneous
1 12 (12.50%) Analytical Skills
2 10 (10.42%) SWIFT
3 7 (7.29%) Management Information System
4 6 (6.25%) Reference Data
5 5 (5.21%) Mainframe
5 5 (5.21%) Taxonomies
6 4 (4.17%) Data Structures
6 4 (4.17%) Fixed Income
7 3 (3.13%) Foreign Exchange (FX)
7 3 (3.13%) Virtual Team
8 2 (2.08%) Enterprise Software
8 2 (2.08%) Replication
9 1 (1.04%) Derivative
9 1 (1.04%) Equities
9 1 (1.04%) User Experience
Operating Systems
1 16 (16.67%) Linux
2 10 (10.42%) Windows
3 5 (5.21%) Unix
4 3 (3.13%) Solaris
5 1 (1.04%) zOS
Processes & Methodologies
1 87 (90.63%) Data Modelling
2 45 (46.88%) ETL
3 41 (42.71%) Agile Software Development
4 22 (22.92%) Data Architecture
5 18 (18.75%) Data Analysis
5 18 (18.75%) Physical Data Model
6 17 (17.71%) Business Intelligence
6 17 (17.71%) Data Management
6 17 (17.71%) Data Migration
6 17 (17.71%) Logical Data Model
6 17 (17.71%) Migration
7 16 (16.67%) Analytics
8 15 (15.63%) Scrum
9 14 (14.58%) Translating Business Requirements
10 12 (12.50%) Data Integration
10 12 (12.50%) TOGAF
11 11 (11.46%) Master Data Management
11 11 (11.46%) UML
12 10 (10.42%) Investment Management
13 9 (9.38%) Metadata Management
Programming Languages
1 51 (53.13%) SQL
2 13 (13.54%) Java
3 8 (8.33%) PL/SQL
3 8 (8.33%) Python
4 6 (6.25%) JavaScript
5 4 (4.17%) C
5 4 (4.17%) R
6 3 (3.13%) C#
6 3 (3.13%) C++
6 3 (3.13%) Perl
6 3 (3.13%) Scala
6 3 (3.13%) Shell Script
6 3 (3.13%) VBA
7 2 (2.08%) COBOL
7 2 (2.08%) MATLAB
7 2 (2.08%) SPARQL
7 2 (2.08%) T-SQL
Qualifications
1 6 (6.25%) Degree
2 5 (5.21%) OCPJP
Quality Assurance & Compliance
1 22 (22.92%) Data Quality
2 11 (11.46%) ISO20022
3 3 (3.13%) QA
4 2 (2.08%) GDPR
5 1 (1.04%) ISO 9001
5 1 (1.04%) MiFID
5 1 (1.04%) Solvency II
Systems Management
1 1 (1.04%) Control-M
Vendors
1 50 (52.08%) Oracle
2 25 (26.04%) Informatica
2 25 (26.04%) Talend
3 15 (15.63%) Teradata
4 10 (10.42%) IBM
5 6 (6.25%) Hyperion
6 5 (5.21%) Tableau
7 4 (4.17%) Bloomberg
7 4 (4.17%) Embarcadero
7 4 (4.17%) Google
7 4 (4.17%) IDERA
7 4 (4.17%) Reuters
8 3 (3.13%) Ab Initio
8 3 (3.13%) Alteryx
8 3 (3.13%) Infragistics
8 3 (3.13%) MicroStrategy
8 3 (3.13%) Sun
8 3 (3.13%) Sybase
9 2 (2.08%) Cloudera
9 2 (2.08%) Cognos
Northamptonshire
Harvey Nash plc
Rate: £450 - £500 per day
Posted: 16 hours ago
Crawley, West Sussex
TekSkills
Posted: 16 hours ago
London
TEKsystems
Rate: £550 - £600 per day
Posted: 3 days ago