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 31 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
31 May 2016
Same period 2015 Same period 2014
CA ERwin Data Modeler
Rank 530 482 546
Rank change year-on-year
-48 +64
Contract jobs citing ERwin 113 129 66
As % of all contract IT jobs located in the UK 0.21% 0.24% 0.12%
As % of the Development Applications category 1.38% 1.83% 0.97%
Number of daily rates quoted 83 90 47
Median daily rate £500 £478 £425
Median daily rate % change year-on-year
+4.71% +12.35%
90% offered a daily rate of more than £325 £350 £350
10% offered a daily rate of more than £750 £550 £560
UK excluding London median daily rate £488 £480 £404
% change year-on-year
+1.56% +18.95%
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
8217 7051 6825
As % of all contract IT jobs located in the UK 15.32% 13.01% 12.79%
Number of daily rates quoted 5651 4615 4417
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £315 £288 £275
10% offered a daily rate of more than £550 £540 £513
UK excluding London median daily rate £400 £365 £350
% change year-on-year
+9.58% +4.28%
Number of hourly rates quoted 130 129 155
Median hourly rate £42.13 £37.00 £37.80
Median hourly rate % change year-on-year
+13.85% -2.11%
90% offered a hourly rate of more than £26.75 £21.99 £31.00
10% offered a hourly rate of more than £47.00 £45.00 £52.50
UK excluding London median hourly rate £42.00 £37.27 £37.80
% change year-on-year
+12.69% -1.40%

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 31 May 2016.

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 30 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 31 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
England -16 104 £500 +1.01%
Yorkshire +13 42 £700 +44.70%
South Yorkshire +20 36 £725 +51.04%
Sheffield +5 36 £725 +48.71%
London -15 19 £525 +16.66%
North East -46 18 £350 -32.69%
Tyne and Wear -44 16 £350 -32.03%
Newcastle upon Tyne -53 16 £350 -32.03%
Cheshire +1 8 £513 -6.81%
Edinburgh -7 8 £413 -8.33%
Scotland -8 8 £413 -8.33%
North West -11 8 £513 -4.20%
South West -7 6 £475 -2.06%
South East -22 6 £463 -9.75%
East of England +1 5 £288 -50.00%
Macclesfield - 5 £488 -
City of London +35 3 £325 -23.52%
East Midlands +10 3 £450 -5.26%
Hertfordshire +7 3 £274 -10.97%
Dorset -11 3 £650 +27.45%
Buckinghamshire - 3 £500 -
Milton Keynes - 3 £500 -
Nottinghamshire - 3 £450 -
Nottingham - 3 £450 -
Welwyn Garden City +5 2 £274 -11.33%
Bournemouth -10 2 £550 +7.84%
Basingstoke - 2 £425 -
Gloucestershire - 2 £425 -
Hampshire - 2 £425 -
Swindon +1 1 £475 +11.76%

ERwin
Top 30 Related IT Skills

For the 6 months to 31 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 with a requirement for ERwin.

1 190 (94.06%) Data Modelling
2 133 (65.84%) Oracle
3 126 (62.38%) SQL
4 99 (49.01%) Informatica
5 98 (48.51%) Business Intelligence
6 95 (47.03%) Finance
7 93 (46.04%) ETL
8 86 (42.57%) Data Warehouse
9 67 (33.17%) Data Architecture
10 60 (29.70%) SAS
11 58 (28.71%) CA
12 57 (28.22%) SQL Server
13 51 (25.25%) Unix
14 50 (24.75%) Data Management
15 49 (24.26%) PostgreSQL
16 46 (22.77%) Enterprise Data Warehouse
17 45 (22.28%) Hadoop
18 43 (21.29%) Analytical Skills
19 42 (20.79%) PL/SQL
20 41 (20.30%) Open Source
21 40 (19.80%) MongoDB
21 40 (19.80%) HBase
21 40 (19.80%) Agile Software Development
21 40 (19.80%) BusinessObjects
21 40 (19.80%) Shell Script
21 40 (19.80%) Physical Data Model
22 38 (18.81%) Apache Hive
23 37 (18.32%) Data Visualisation
23 37 (18.32%) Visualisation
24 36 (17.82%) Management Information System

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 60 (29.70%) SAS
2 8 (3.96%) Confluence
3 3 (1.49%) MQSI
4 2 (0.99%) WebLogic
5 1 (0.50%) BizTalk Server
5 1 (0.50%) JBoss
Applications
1 2 (0.99%) MS Excel
2 1 (0.50%) MS Project
2 1 (0.50%) MS Visio
Business Applications
1 7 (3.47%) SAP MDM
2 1 (0.50%) Dynamics CRM
Cloud Services
1 11 (5.45%) Amazon AWS
1 11 (5.45%) Amazon Kinesis
1 11 (5.45%) Amazon S3
1 11 (5.45%) AWS Elastic Beanstalk
2 7 (3.47%) Veeva
3 3 (1.49%) Microsoft Azure
Database & Business Intelligence
1 86 (42.57%) Data Warehouse
2 57 (28.22%) SQL Server
3 49 (24.26%) PostgreSQL
4 46 (22.77%) Enterprise Data Warehouse
5 45 (22.28%) Hadoop
6 40 (19.80%) BusinessObjects
6 40 (19.80%) HBase
6 40 (19.80%) MongoDB
7 38 (18.81%) Apache Hive
8 36 (17.82%) Oracle Database
8 36 (17.82%) Pentaho
9 24 (11.88%) Oracle Database 11g
10 13 (6.44%) Base SAS
11 12 (5.94%) PowerCenter
11 12 (5.94%) Relational Database
11 12 (5.94%) Star Schema
12 11 (5.45%) Amazon Redshift
12 11 (5.45%) Data Mining
12 11 (5.45%) MySQL
13 10 (4.95%) OLTP
Development Applications
1 13 (6.44%) Talend Open Studio
2 8 (3.96%) JIRA
3 5 (2.48%) PowerDesigner
4 4 (1.98%) Toad
5 3 (1.49%) XMLSpy
6 2 (0.99%) Ant
7 1 (0.50%) Git (software)
7 1 (0.50%) Rational Rose
7 1 (0.50%) Team Foundation Server
7 1 (0.50%) Visual Studio
General
1 95 (47.03%) Finance
2 21 (10.40%) Banking
3 7 (3.47%) Pharmaceutical
4 4 (1.98%) Retail
5 3 (1.49%) Back Office
5 3 (1.49%) Investment Banking
5 3 (1.49%) Marketing
6 2 (0.99%) Legal
7 1 (0.50%) Advertising
7 1 (0.50%) Front Office
7 1 (0.50%) Telecoms
Job Titles
1 63 (31.19%) Architect
2 50 (24.75%) Data Architect
3 37 (18.32%) Data Modeller
4 36 (17.82%) Developer
5 28 (13.86%) Analyst
6 26 (12.87%) Enterprise Architect
7 24 (11.88%) ETL Developer
8 22 (10.89%) Tester
9 15 (7.43%) Consultant
9 15 (7.43%) Enterprise Data Architect
9 15 (7.43%) ETL Tester
10 14 (6.93%) Data Analyst
11 13 (6.44%) Senior Architect
11 13 (6.44%) Senior Enterprise Architect
12 11 (5.45%) Senior Developer
13 10 (4.95%) Data Warehouse Architect
13 10 (4.95%) Services Director
13 10 (4.95%) SQL Analyst
14 9 (4.46%) Digital Director
14 9 (4.46%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 12 (5.94%) XML
2 8 (3.96%) FpML
3 6 (2.97%) Velocity
4 5 (2.48%) FIX Protocol
5 4 (1.98%) JMS
6 3 (1.49%) WSDL
7 2 (0.99%) CSS
7 2 (0.99%) EJB
7 2 (0.99%) HTML
7 2 (0.99%) J2EE
7 2 (0.99%) JSP
7 2 (0.99%) JSTL
7 2 (0.99%) Middleware
7 2 (0.99%) Servlets
7 2 (0.99%) Spring MVC
7 2 (0.99%) Struts
7 2 (0.99%) Web Services
7 2 (0.99%) WS-I
7 2 (0.99%) XBRL
7 2 (0.99%) XHTML
Miscellaneous
1 43 (21.29%) Analytical Skills
2 37 (18.32%) Visualisation
3 36 (17.82%) Management Information System
4 34 (16.83%) Data Integration
5 21 (10.40%) Algorithms
6 9 (4.46%) Data Structures
6 9 (4.46%) Taxonomies
7 7 (3.47%) Ontologies
8 4 (1.98%) Credit Risk
9 3 (1.49%) Computer Science
9 3 (1.49%) Data Extraction
9 3 (1.49%) Graphic Design
9 3 (1.49%) Statistics
10 2 (0.99%) Replication
11 1 (0.50%) Data Centre
11 1 (0.50%) Informatics
11 1 (0.50%) Reference Data
Operating Systems
1 51 (25.25%) Unix
2 2 (0.99%) Linux
Processes & Methodologies
1 190 (94.06%) Data Modelling
2 98 (48.51%) Business Intelligence
3 93 (46.04%) ETL
4 67 (33.17%) Data Architecture
5 50 (24.75%) Data Management
6 41 (20.30%) Open Source
7 40 (19.80%) Agile Software Development
7 40 (19.80%) Physical Data Model
8 37 (18.32%) Data Visualisation
9 36 (17.82%) Logical Data Model
10 34 (16.83%) Data Analysis
11 30 (14.85%) Dimensional Modelling
12 29 (14.36%) Information Management
13 27 (13.37%) Migration
14 23 (11.39%) SFIA
14 23 (11.39%) SOA
15 19 (9.41%) Data Migration
16 18 (8.91%) Data Transformation
17 17 (8.42%) UML
18 14 (6.93%) Data Governance
Programming Languages
1 126 (62.38%) SQL
2 42 (20.79%) PL/SQL
3 40 (19.80%) Shell Script
4 33 (16.34%) C++
5 20 (9.90%) T-SQL
6 19 (9.41%) JavaScript
6 19 (9.41%) Python
7 13 (6.44%) Java
8 8 (3.96%) VBA
9 1 (0.50%) C#
Qualifications
1 15 (7.43%) Security Cleared
2 13 (6.44%) BPSS Clearance
2 13 (6.44%) ISEB
3 5 (2.48%) SAS Certification
4 2 (0.99%) OCPJP
5 1 (0.50%) BC Cleared
5 1 (0.50%) Degree
5 1 (0.50%) ISTQB
5 1 (0.50%) SC Cleared
Quality Assurance & Compliance
1 31 (15.35%) Data Quality
2 11 (5.45%) Disclosure Scotland
3 10 (4.95%) Solvency II
4 5 (2.48%) QA
5 1 (0.50%) ISO20022
System Software
1 11 (5.45%) Docker
2 5 (2.48%) ISA Server
Systems Management
1 4 (1.98%) Oracle EDQ
Vendors
1 133 (65.84%) Oracle
2 99 (49.01%) Informatica
3 58 (28.71%) CA
4 36 (17.82%) Microsoft
4 36 (17.82%) Tableau
5 13 (6.44%) Talend
6 11 (5.45%) Teradata
7 7 (3.47%) Concur
7 7 (3.47%) Infor
7 7 (3.47%) Salesforce.com
7 7 (3.47%) SAP
8 6 (2.97%) IBM
9 4 (1.98%) DataFlux
9 4 (1.98%) Siebel
10 1 (0.50%) Embarcadero