The table below looks at the statistics for ERwin skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited ERwin over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
CA ERwin Data Modeler
UK
Rank 558 549 556
Rank change year-on-year
-9 +7
Contract jobs citing ERwin 43 87 67
As % of all contract IT jobs located in the UK 0.095% 0.17% 0.13%
As % of the Development Applications category 0.55% 1.17% 0.95%
Number of daily rates quoted 21 76 40
Median daily rate £475 £450 £469
Median daily rate % change year-on-year
+5.55% -4.00%
90% offered a daily rate of more than £370 £280 £345
10% offered a daily rate of more than £525 £675 £528
UK excluding London median daily rate £500 £450 £450
% change year-on-year
+11.11% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Development Applications category in contract jobs advertised across the UK.

Development Applications Category
UK
Contract IT job ads with a match in the
Development Applications category
7798 7444 7053
As % of all contract IT jobs located in the UK 17.14% 14.54% 13.46%
Number of daily rates quoted 5253 4912 4659
Median daily rate £435 £425 £400
Median daily rate % change year-on-year
+2.35% +6.25%
90% offered a daily rate of more than £306 £300 £290
10% offered a daily rate of more than £575 £550 £530
UK excluding London median daily rate £400 £375 £360
% change year-on-year
+6.66% +4.16%
Number of hourly rates quoted 166 200 131
Median hourly rate £42.50 £42.25 £36.70
Median hourly rate % change year-on-year
+0.59% +15.12%
90% offered a hourly rate of more than £25.80 £30.32 £28.69
10% offered a hourly rate of more than £52.50 £50.78 £53.50
UK excluding London median hourly rate £42.50 £42.00 £36.00
% change year-on-year
+1.19% +16.66%

ERwin
Jobs Demand Trend

The demand trend of contract jobs citing ERwin as a proportion of all IT contracts with a match in the Development Applications category.

ERwin Jobs Demand Trend in the UK

ERwin
Daily Rate Trend

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

ERwin Daily Rate Trend in the UK

ERwin
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing ERwin within the UK over the 3 months to 27 February 2017.

ERwin Daily Rate Histogram in the UK

ERwin
Hourly Rate Trend

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

ERwin Hourly Rate Trend in the UK

ERwin
Top 26 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ERwin within the UK over the 3 months to 27 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -35 35 £425 -5.55% 2
London +14 21 £425 -14.52% 2
North West +1 7 £500 +11.11%
Cardiff - 7 £500 -
Wales - 7 £500 -
South Wales - 7 £500 -
South East +17 4 - -
City of London -2 4 £403 -25.11%
South West -4 3 £388 -8.82%
Canary Wharf - 3 - -
Merseyside - 3 - -
Cheshire +27 2 £500 +2.30%
Surrey +10 2 - -
Dorset +5 2 £425 -15.00%
Edinburgh +21 1 £450 -10.00%
Scotland +18 1 £450 -10.00%
Hampshire +8 1 - -
Bournemouth +8 1 £425 -15.00%
Bristol +3 1 £350 -17.64%
Macclesfield 0 1 £500 -
Berkshire - 1 - -
Staines - 1 - -
Southampton - 1 - -
Guildford - 1 - -
Bracknell - 1 - -
Alderley Edge - 1 - -

ERwin
Top 30 Related IT Skills

For the 6 months to 27 February 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 with a requirement for ERwin.

1 99 (87.61%) Data Modelling
2 64 (56.64%) ETL
3 59 (52.21%) SQL
4 49 (43.36%) Oracle
5 48 (42.48%) Data Quality
6 41 (36.28%) Data Warehouse
7 36 (31.86%) Agile Software Development
8 34 (30.09%) Finance
9 31 (27.43%) Relational Database
10 27 (23.89%) Data Architecture
11 26 (23.01%) Informatica
12 24 (21.24%) Data Management
12 24 (21.24%) Logical Data Model
13 23 (20.35%) Business Intelligence
13 23 (20.35%) Hadoop
14 22 (19.47%) Migration
14 22 (19.47%) Translating Business Requirements
15 21 (18.58%) Data Migration
16 19 (16.81%) Statistics
16 19 (16.81%) Teradata
17 18 (15.93%) Data Analysis
17 18 (15.93%) Talend Open Studio
17 18 (15.93%) Talend
18 17 (15.04%) TOGAF
18 17 (15.04%) Physical Data Model
19 16 (14.16%) Data Integration
19 16 (14.16%) Analytics
19 16 (14.16%) XML
20 15 (13.27%) Big Data
20 15 (13.27%) JIRA

ERwin
Top Related IT Skills 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 8 (7.08%) SAS
2 7 (6.19%) Apache Spark
3 4 (3.54%) WebLogic
4 3 (2.65%) Confluence
4 3 (2.65%) Oracle SOA Suite
5 2 (1.77%) Apache Solr
5 2 (1.77%) IIS
5 2 (1.77%) Tomcat
6 1 (0.88%) Apache
6 1 (0.88%) CICS
Applications
1 2 (1.77%) MS Visio
2 1 (0.88%) MS Excel
2 1 (0.88%) MS Office
Business Applications
1 3 (2.65%) Dynamics CRM
1 3 (2.65%) Dynamics NAV
2 1 (0.88%) Oracle EBS
Cloud Services
1 9 (7.96%) Amazon AWS
2 4 (3.54%) Google Cloud Platform
Database & Business Intelligence
1 41 (36.28%) Data Warehouse
2 31 (27.43%) Relational Database
3 23 (20.35%) Hadoop
4 15 (13.27%) Big Data
5 14 (12.39%) BusinessObjects
5 14 (12.39%) SQL Server
6 12 (10.62%) DB2
7 11 (9.73%) Data Mart
8 8 (7.08%) DataStage
8 8 (7.08%) MySQL
8 8 (7.08%) SQL Server Integration Services
9 7 (6.19%) QlikView
9 7 (6.19%) SQL Server Reporting Services
10 6 (5.31%) Oracle Database
10 6 (5.31%) PowerCenter
10 6 (5.31%) RDBMS
10 6 (5.31%) Star Schema
11 5 (4.42%) IBM InfoSphere
11 5 (4.42%) OLAP
11 5 (4.42%) Oracle OLAP
Development Applications
1 18 (15.93%) Talend Open Studio
2 15 (13.27%) JIRA
3 8 (7.08%) PowerDesigner
4 3 (2.65%) Jenkins
4 3 (2.65%) SonarQube
5 2 (1.77%) Ant
5 2 (1.77%) ClearCase
5 2 (1.77%) Log4Net
5 2 (1.77%) MagicDraw
5 2 (1.77%) NUnit
5 2 (1.77%) Subversion
General
1 34 (30.09%) Finance
2 12 (10.62%) Banking
3 9 (7.96%) Investment Banking
4 7 (6.19%) Back Office
4 7 (6.19%) Retail
5 3 (2.65%) Advertising
5 3 (2.65%) Legal
6 2 (1.77%) Marketing
7 1 (0.88%) Games
7 1 (0.88%) Pharmaceutical
7 1 (0.88%) Wholesale Banking
Job Titles
1 55 (48.67%) Architect
2 49 (43.36%) Data Architect
3 26 (23.01%) Analyst
4 23 (20.35%) Data Analyst
5 21 (18.58%) Data Modeller
6 14 (12.39%) Developer
7 9 (7.96%) Business Intelligence Architect
8 8 (7.08%) ETL Analyst
8 8 (7.08%) ETL Architect
9 7 (6.19%) SQL Analyst
10 6 (5.31%) Business Intelligence Analyst
10 6 (5.31%) Integration Architect
11 5 (4.42%) Big Data Architect
11 5 (4.42%) Business Architect
11 5 (4.42%) SQL Data Analyst
12 4 (3.54%) Consultant
12 4 (3.54%) Data Integration Architect
12 4 (3.54%) Lead Architect
12 4 (3.54%) Lead Data Architect
12 4 (3.54%) Systems Architect
Libraries, Frameworks & Software Standards
1 16 (14.16%) XML
2 7 (6.19%) XML Messaging
2 7 (6.19%) XML Schema
3 6 (5.31%) Kafka
4 5 (4.42%) AngularJS
4 5 (4.42%) CSS
4 5 (4.42%) HTML
4 5 (4.42%) J2EE
4 5 (4.42%) Node.js
5 4 (3.54%) JSP
5 4 (3.54%) MDX
5 4 (3.54%) SOAP
6 2 (1.77%) DOM
6 2 (1.77%) JMS
6 2 (1.77%) JSTL
6 2 (1.77%) Lucene
6 2 (1.77%) REST
6 2 (1.77%) Spring
6 2 (1.77%) WinForms
6 2 (1.77%) XBRL
Miscellaneous
1 12 (10.62%) Analytical Skills
2 7 (6.19%) SWIFT
3 6 (5.31%) Management Information System
4 4 (3.54%) Mainframe
4 4 (3.54%) Reference Data
5 3 (2.65%) Data Structures
5 3 (2.65%) Fixed Income
5 3 (2.65%) Taxonomies
5 3 (2.65%) Virtual Team
6 2 (1.77%) Enterprise Software
6 2 (1.77%) Replication
7 1 (0.88%) Computer Science
7 1 (0.88%) Derivative
7 1 (0.88%) Equities
7 1 (0.88%) Social Media
7 1 (0.88%) User Experience
Operating Systems
1 12 (10.62%) Linux
2 7 (6.19%) Windows
3 4 (3.54%) Unix
4 2 (1.77%) Solaris
5 1 (0.88%) zOS
Processes & Methodologies
1 99 (87.61%) Data Modelling
2 64 (56.64%) ETL
3 36 (31.86%) Agile Software Development
4 27 (23.89%) Data Architecture
5 24 (21.24%) Data Management
5 24 (21.24%) Logical Data Model
6 23 (20.35%) Business Intelligence
7 22 (19.47%) Migration
7 22 (19.47%) Translating Business Requirements
8 21 (18.58%) Data Migration
9 19 (16.81%) Statistics
10 18 (15.93%) Data Analysis
11 17 (15.04%) Physical Data Model
11 17 (15.04%) TOGAF
12 16 (14.16%) Analytics
12 16 (14.16%) Data Integration
13 13 (11.50%) Dimensional Modelling
13 13 (11.50%) Scrum
14 12 (10.62%) Data Ingestion
15 11 (9.73%) Validation
Programming Languages
1 59 (52.21%) SQL
2 10 (8.85%) Java
3 7 (6.19%) Python
4 6 (5.31%) PL/SQL
5 5 (4.42%) JavaScript
6 3 (2.65%) C
6 3 (2.65%) Scala
6 3 (2.65%) VBA
7 2 (1.77%) C#
7 2 (1.77%) C++
7 2 (1.77%) Perl
7 2 (1.77%) R
7 2 (1.77%) Shell Script
8 1 (0.88%) COBOL
8 1 (0.88%) SPARQL
Qualifications
1 5 (4.42%) Degree
2 4 (3.54%) OCPJP
3 2 (1.77%) SC Cleared
3 2 (1.77%) Security Cleared
Quality Assurance & Compliance
1 48 (42.48%) Data Quality
2 8 (7.08%) ISO20022
3 3 (2.65%) QA
4 1 (0.88%) GDPR
4 1 (0.88%) ISO 9001
4 1 (0.88%) MiFID
4 1 (0.88%) Solvency II
Systems Management
1 1 (0.88%) Control-M
Vendors
1 49 (43.36%) Oracle
2 26 (23.01%) Informatica
3 19 (16.81%) Teradata
4 18 (15.93%) Talend
5 11 (9.73%) Tableau
6 9 (7.96%) Ab Initio
7 7 (6.19%) MicroStrategy
8 6 (5.31%) CA
8 6 (5.31%) Netezza
9 5 (4.42%) IBM
10 4 (3.54%) Google
10 4 (3.54%) Hyperion
10 4 (3.54%) IDERA
10 4 (3.54%) Microsoft
11 3 (2.65%) Embarcadero
12 2 (1.77%) Cognos
12 2 (1.77%) Infragistics
12 2 (1.77%) Mercator
12 2 (1.77%) Sun
12 2 (1.77%) Sybase