The table below looks at the statistics for ERwin skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited ERwin over the 3 months to 27 May 2016 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 May 2016
Same period 2015 Same period 2014
CA ERwin Data Modeler
Rank 524 496 545
Rank change year-on-year
-28 +49
Contract jobs citing ERwin 105 110 52
As % of all contract IT jobs located in England 0.21% 0.22% 0.11%
As % of the Development Applications category 1.37% 1.70% 0.84%
Number of daily rates quoted 82 74 38
Median daily rate £500 £500 £425
Median daily rate % change year-on-year
- +17.64%
90% offered a daily rate of more than £325 £365 £350
10% offered a daily rate of more than £750 £575 £590
UK excluding London median daily rate £481 £480 £409
% change year-on-year
+0.26% +17.43%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
ERwin
UK

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

Development Applications Category
England
Contract IT job ads with a match in the
Development Applications category
7657 6467 6161
As % of all contract IT jobs located in England 15.30% 13.09% 12.83%
Number of daily rates quoted 5307 4253 4066
Median daily rate £435 £400 £388
Median daily rate % change year-on-year
+8.75% +3.22%
90% offered a daily rate of more than £320 £288 £275
10% offered a daily rate of more than £563 £550 £525
UK excluding London median daily rate £400 £365 £350
% change year-on-year
+9.58% +4.28%
Number of hourly rates quoted 120 116 137
Median hourly rate £42.00 £37.50 £37.80
Median hourly rate % change year-on-year
+12.00% -0.79%
90% offered a hourly rate of more than £26.75 £22.18 £31.00
10% offered a hourly rate of more than £47.50 £45.56 £47.50
UK excluding London median hourly rate £42.00 £37.04 £37.65
% change year-on-year
+13.39% -1.62%

ERwin
Jobs Demand Trend in England

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

ERwin Jobs Demand Trend in England

ERwin
Daily Rate Trend in England

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

ERwin Daily Rate Trend in England

ERwin
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing ERwin across the England region over the 3 months to 27 May 2016.

ERwin Daily Rate Histogram in England

ERwin
Hourly Rate Trend in England

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

ERwin Hourly Rate Trend 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 27 May 2016. 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
(Click see detailed
statistics and trends)
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
Yorkshire +23 42 £700 +44.70%
London -28 20 £525 +5.00%
North East -43 18 £350 -32.69% 1
North West -8 8 £513 -4.20%
South East -15 7 £425 -17.07%
South West -8 6 £475 -2.06%
East of England +3 4 £288 -50.00%
East Midlands +14 3 £450 -5.26%
ERwin
UK

ERwin
Top 30 Related IT Skills in England

For the 6 months to 27 May 2016, 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.

1 175 (93.58%) Data Modelling
2 121 (64.71%) Oracle
3 114 (60.96%) SQL
4 93 (49.73%) Business Intelligence
5 87 (46.52%) Informatica
6 83 (44.39%) ETL
7 82 (43.85%) Data Warehouse
7 82 (43.85%) Finance
8 64 (34.22%) Data Architecture
9 57 (30.48%) SAS
10 55 (29.41%) SQL Server
11 47 (25.13%) CA
11 47 (25.13%) PostgreSQL
11 47 (25.13%) Data Management
12 43 (22.99%) Hadoop
13 42 (22.46%) Enterprise Data Warehouse
14 41 (21.93%) PL/SQL
15 40 (21.39%) Unix
15 40 (21.39%) Physical Data Model
15 40 (21.39%) Analytical Skills
16 38 (20.32%) Open Source
16 38 (20.32%) MongoDB
16 38 (20.32%) HBase
17 37 (19.79%) Agile Software Development
17 37 (19.79%) BusinessObjects
17 37 (19.79%) Shell Script
18 36 (19.25%) Apache Hive
18 36 (19.25%) Logical Data Model
19 35 (18.72%) Data Visualisation
19 35 (18.72%) Visualisation

ERwin
Top Related 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 57 (30.48%) SAS
2 8 (4.28%) Confluence
3 3 (1.60%) MQSI
4 2 (1.07%) WebLogic
5 1 (0.53%) BizTalk Server
5 1 (0.53%) JBoss
Applications
1 2 (1.07%) MS Excel
2 1 (0.53%) MS Project
2 1 (0.53%) MS Visio
Business Applications
1 7 (3.74%) SAP MDM
2 1 (0.53%) Dynamics CRM
Cloud Services
1 11 (5.88%) Amazon AWS
1 11 (5.88%) Amazon Kinesis
1 11 (5.88%) Amazon S3
1 11 (5.88%) AWS Elastic Beanstalk
2 7 (3.74%) Veeva
3 3 (1.60%) Microsoft Azure
Database & Business Intelligence
1 82 (43.85%) Data Warehouse
2 55 (29.41%) SQL Server
3 47 (25.13%) PostgreSQL
4 43 (22.99%) Hadoop
5 42 (22.46%) Enterprise Data Warehouse
6 38 (20.32%) HBase
6 38 (20.32%) MongoDB
7 37 (19.79%) BusinessObjects
8 36 (19.25%) Apache Hive
9 34 (18.18%) Pentaho
10 27 (14.44%) Oracle Database
11 23 (12.30%) Oracle Database 11g
12 13 (6.95%) Base SAS
13 12 (6.42%) Relational Database
13 12 (6.42%) Star Schema
14 11 (5.88%) Amazon Redshift
14 11 (5.88%) MySQL
15 10 (5.35%) OLTP
16 9 (4.81%) Data Mining
16 9 (4.81%) SQL Server Integration Services
Development Applications
1 13 (6.95%) Talend Open Studio
2 8 (4.28%) JIRA
3 5 (2.67%) PowerDesigner
4 4 (2.14%) Toad
5 3 (1.60%) XMLSpy
6 2 (1.07%) Ant
7 1 (0.53%) Git (software)
7 1 (0.53%) Rational Rose
7 1 (0.53%) Team Foundation Server
7 1 (0.53%) Visual Studio
General
1 82 (43.85%) Finance
2 13 (6.95%) Banking
3 7 (3.74%) Pharmaceutical
4 4 (2.14%) Retail
5 3 (1.60%) Back Office
5 3 (1.60%) Investment Banking
5 3 (1.60%) Marketing
6 2 (1.07%) Legal
7 1 (0.53%) Advertising
7 1 (0.53%) Front Office
7 1 (0.53%) Telecoms
Job Titles
1 59 (31.55%) Architect
2 46 (24.60%) Data Architect
3 37 (19.79%) Data Modeller
4 34 (18.18%) Developer
5 28 (14.97%) Analyst
6 25 (13.37%) Enterprise Architect
7 24 (12.83%) ETL Developer
8 21 (11.23%) Tester
9 14 (7.49%) Data Analyst
9 14 (7.49%) Enterprise Data Architect
9 14 (7.49%) ETL Tester
10 12 (6.42%) Senior Architect
10 12 (6.42%) Senior Enterprise Architect
11 11 (5.88%) Senior Developer
12 10 (5.35%) SQL Analyst
13 9 (4.81%) Author
13 9 (4.81%) Consultant
13 9 (4.81%) Senior ETL Developer
13 9 (4.81%) SQL Data Analyst
13 9 (4.81%) Technical Author
Libraries, Frameworks & Software Standards
1 12 (6.42%) XML
2 8 (4.28%) FpML
3 6 (3.21%) Velocity
4 5 (2.67%) FIX Protocol
5 4 (2.14%) JMS
6 3 (1.60%) WSDL
7 2 (1.07%) CSS
7 2 (1.07%) EJB
7 2 (1.07%) HTML
7 2 (1.07%) J2EE
7 2 (1.07%) JSP
7 2 (1.07%) JSTL
7 2 (1.07%) Middleware
7 2 (1.07%) Servlets
7 2 (1.07%) Spring MVC
7 2 (1.07%) Struts
7 2 (1.07%) Web Services
7 2 (1.07%) WS-I
7 2 (1.07%) XBRL
7 2 (1.07%) XHTML
Miscellaneous
1 40 (21.39%) Analytical Skills
2 35 (18.72%) Visualisation
3 34 (18.18%) Data Integration
4 32 (17.11%) Management Information System
5 21 (11.23%) Algorithms
6 9 (4.81%) Data Structures
6 9 (4.81%) Taxonomies
7 7 (3.74%) Ontologies
8 4 (2.14%) Credit Risk
9 3 (1.60%) Computer Science
9 3 (1.60%) Data Extraction
9 3 (1.60%) Graphic Design
10 2 (1.07%) Replication
10 2 (1.07%) Statistics
11 1 (0.53%) Data Centre
11 1 (0.53%) Informatics
11 1 (0.53%) Reference Data
Operating Systems
1 40 (21.39%) Unix
2 2 (1.07%) Linux
Processes & Methodologies
1 175 (93.58%) Data Modelling
2 93 (49.73%) Business Intelligence
3 83 (44.39%) ETL
4 64 (34.22%) Data Architecture
5 47 (25.13%) Data Management
6 40 (21.39%) Physical Data Model
7 38 (20.32%) Open Source
8 37 (19.79%) Agile Software Development
9 36 (19.25%) Logical Data Model
10 35 (18.72%) Data Visualisation
11 29 (15.51%) Dimensional Modelling
12 26 (13.90%) Data Analysis
12 26 (13.90%) Information Management
13 23 (12.30%) SOA
14 20 (10.70%) SFIA
15 18 (9.63%) Data Transformation
15 18 (9.63%) Migration
16 17 (9.09%) UML
17 14 (7.49%) Mentoring
18 13 (6.95%) Data Governance
Programming Languages
1 114 (60.96%) SQL
2 41 (21.93%) PL/SQL
3 37 (19.79%) Shell Script
4 30 (16.04%) C++
5 19 (10.16%) T-SQL
6 16 (8.56%) JavaScript
6 16 (8.56%) Python
7 13 (6.95%) Java
8 8 (4.28%) VBA
9 1 (0.53%) C#
Qualifications
1 12 (6.42%) ISEB
1 12 (6.42%) Security Cleared
2 11 (5.88%) BPSS Clearance
3 5 (2.67%) SAS Certification
4 2 (1.07%) OCPJP
5 1 (0.53%) BC Cleared
5 1 (0.53%) Degree
5 1 (0.53%) ISTQB
5 1 (0.53%) SC Cleared
Quality Assurance & Compliance
1 21 (11.23%) Data Quality
2 10 (5.35%) Disclosure Scotland
2 10 (5.35%) Solvency II
3 5 (2.67%) QA
4 1 (0.53%) ISO20022
System Software
1 11 (5.88%) Docker
2 5 (2.67%) ISA Server
Systems Management
1 4 (2.14%) Oracle EDQ
Vendors
1 121 (64.71%) Oracle
2 87 (46.52%) Informatica
3 47 (25.13%) CA
4 35 (18.72%) Microsoft
5 34 (18.18%) Tableau
6 13 (6.95%) Talend
7 7 (3.74%) Concur
7 7 (3.74%) Infor
7 7 (3.74%) Salesforce.com
7 7 (3.74%) SAP
8 6 (3.21%) IBM
9 5 (2.67%) Teradata
10 4 (2.14%) DataFlux
10 4 (2.14%) Siebel
11 1 (0.53%) Embarcadero