Period
to 15 November 2018

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 6 months to 15 November 2018 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
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 756 768 777
Rank change year-on-year +12 +9 -109
Contract jobs citing ERwin 87 87 100
As % of all contract IT jobs advertised in England 0.091% 0.092% 0.10%
As % of the Development Applications category 0.43% 0.49% 0.62%
Number of daily rates quoted 60 73 85
England median daily rate £525 £575 £525
Median daily rate % change year-on-year -8.70% +9.52% +5.00%
10th Percentile £413 £413 £384
90th Percentile £715 £698 £730
UK median daily rate £525 £543 £500
% change year-on-year -3.23% +8.50% +1.52%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - £57.50

ERwin is in the Development Applications category. The following 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.

All Development Application Skills
England
Contract vacancies with a requirement for development application skills 20,178 17,667 16,218
As % of all contract IT jobs advertised in England 21.19% 18.65% 16.42%
Number of daily rates quoted 13,968 12,373 10,965
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £325 £313 £300
90th Percentile £625 £601 £575
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 215 273 232
England median hourly rate £42.50 £42.50 £41.00
Median hourly rate % change year-on-year - +3.66% +4.46%
10th Percentile £25.84 £29.00 £26.12
90th Percentile £54.50 £58.75 £53.75
UK median hourly rate £42.50 £42.50 £41.00
% change year-on-year - +3.66% +2.50%

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
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 6 months to 15 November 2018.

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 6 months to 15 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 39 £550 +1.38% 15
South West -9 20 £525 +23.53% 1
North of England -21 16 £513 -15.98% 2
Yorkshire +1 13 £506 -17.01% 1
South East -18 5 £475 +58.33% 3
Midlands -4 4 £525 +10.53% 1
North West -32 4 £775 +27.05% 1
East Midlands +7 3 £538 +13.16%
East of England -5 2 £500 +5.26% 1
North East -12 1 £525 -13.93%
West Midlands -21 1 £320 - 1
ERwin
UK

For the 6 months to 15 November 2018, IT contractor 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 contract job ads across the England region with a requirement for ERwin.

1 76 (87.36%) Data Modelling
2 38 (43.68%) Agile Software Development
3 35 (40.23%) Data Architecture
4 32 (36.78%) Finance
4 32 (36.78%) SQL
4 32 (36.78%) Logical Data Model
5 28 (32.18%) Oracle
5 28 (32.18%) Data Warehouse
6 26 (29.89%) Data Governance
7 24 (27.59%) Business Intelligence
8 23 (26.44%) Physical Data Model
9 22 (25.29%) Analytical Skills
10 19 (21.84%) SQL Server
11 18 (20.69%) Data Management
12 16 (18.39%) ETL
12 16 (18.39%) Conceptual Models
13 14 (16.09%) Data Quality
13 14 (16.09%) Banking
13 14 (16.09%) Data Analysis
14 13 (14.94%) Management Information System
14 13 (14.94%) Master Data Management
15 12 (13.79%) Analytics
15 12 (13.79%) Waterfall
15 12 (13.79%) Taxonomies
16 11 (12.64%) RDBMS
16 11 (12.64%) Relational Database
16 11 (12.64%) IDERA
17 10 (11.49%) Unix
17 10 (11.49%) Linux
17 10 (11.49%) Migration

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 5 (5.75%) CMS
1 5 (5.75%) JBoss
2 4 (4.60%) SharePoint
3 3 (3.45%) SAS
4 2 (2.30%) Apache Spark
5 1 (1.15%) Apache
5 1 (1.15%) Confluence
5 1 (1.15%) OpenStack
5 1 (1.15%) Tomcat
5 1 (1.15%) WebLogic
Applications
1 4 (4.60%) Microsoft Excel
2 3 (3.45%) MS Visio
3 1 (1.15%) Spreadsheet
Cloud Services
1 4 (4.60%) Microsoft Azure
2 3 (3.45%) Amazon AWS
3 1 (1.15%) Google Cloud Platform
3 1 (1.15%) IBM Cloud
3 1 (1.15%) SoftLayer
Communications & Networking
1 1 (1.15%) SMS
Database & Business Intelligence
1 28 (32.18%) Data Warehouse
2 19 (21.84%) SQL Server
3 11 (12.64%) RDBMS
3 11 (12.64%) Relational Database
4 9 (10.34%) Big Data
4 9 (10.34%) SQL Server Integration Services
5 7 (8.05%) Hadoop
5 7 (8.05%) PostgreSQL
6 6 (6.90%) DTS
6 6 (6.90%) NoSQL
6 6 (6.90%) SQL Server 2000
6 6 (6.90%) SQL Server 2008
6 6 (6.90%) SQL Server 2016
7 5 (5.75%) BusinessObjects
7 5 (5.75%) Data Lake
7 5 (5.75%) DB2
7 5 (5.75%) Enterprise Data Warehouse
7 5 (5.75%) Oracle Database
7 5 (5.75%) Oracle Database 10g
7 5 (5.75%) Oracle Database 11g
Development Applications
1 7 (8.05%) Toad
2 6 (6.90%) ER Studio
3 2 (2.30%) PowerDesigner
4 1 (1.15%) ClearCase
4 1 (1.15%) JIRA
4 1 (1.15%) Log4Net
4 1 (1.15%) NUnit
4 1 (1.15%) PVCS
4 1 (1.15%) Subversion
General
1 32 (36.78%) Finance
2 14 (16.09%) Banking
3 7 (8.05%) Legal
4 6 (6.90%) Back Office
4 6 (6.90%) Investment Banking
4 6 (6.90%) Manufacturing
4 6 (6.90%) Retail
5 2 (2.30%) Financial Institution
5 2 (2.30%) Pharmaceutical
6 1 (1.15%) Law
6 1 (1.15%) Telecoms
Job Titles
1 46 (52.87%) Architect
2 33 (37.93%) Data Architect
3 25 (28.74%) Data Modeller
4 11 (12.64%) Senior Architect
5 10 (11.49%) Information Architect
5 10 (11.49%) Senior Information Architect
6 6 (6.90%) Analyst
6 6 (6.90%) Data Analyst
6 6 (6.90%) Developer
7 5 (5.75%) DBA
7 5 (5.75%) Oracle DBA
7 5 (5.75%) Oracle Developer
8 4 (4.60%) Business Intelligence Architect
8 4 (4.60%) Senior Analyst
8 4 (4.60%) Senior Data Analyst
9 2 (2.30%) Data Engineer
9 2 (2.30%) Lead Architect
9 2 (2.30%) Lead Data Architect
9 2 (2.30%) Salesforce Architect
9 2 (2.30%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 2 (2.30%) Kafka
2 1 (1.15%) DOM
2 1 (1.15%) FIXML
2 1 (1.15%) JiBX
2 1 (1.15%) JSP
2 1 (1.15%) SOAP
2 1 (1.15%) Web Services
2 1 (1.15%) WinForms
2 1 (1.15%) WPF
2 1 (1.15%) XML
Miscellaneous
1 22 (25.29%) Analytical Skills
2 13 (14.94%) Management Information System
3 12 (13.79%) Taxonomies
4 6 (6.90%) Data Structures
5 3 (3.45%) Computer Science
5 3 (3.45%) Data Centre
6 2 (2.30%) Enterprise Software
6 2 (2.30%) Reference Data
7 1 (1.15%) Equities
7 1 (1.15%) Fixed Income
7 1 (1.15%) FMCG
7 1 (1.15%) Greenfield Project
7 1 (1.15%) Market Risk
7 1 (1.15%) Reinsurance
7 1 (1.15%) TM Forum
7 1 (1.15%) Virtual Team
Operating Systems
1 10 (11.49%) Linux
1 10 (11.49%) Unix
2 6 (6.90%) Solaris
3 3 (3.45%) Windows
3 3 (3.45%) Windows Server
Processes & Methodologies
1 76 (87.36%) Data Modelling
2 38 (43.68%) Agile Software Development
3 35 (40.23%) Data Architecture
4 32 (36.78%) Logical Data Model
5 26 (29.89%) Data Governance
6 24 (27.59%) Business Intelligence
7 23 (26.44%) Physical Data Model
8 18 (20.69%) Data Management
9 16 (18.39%) Conceptual Models
9 16 (18.39%) ETL
10 14 (16.09%) Data Analysis
11 13 (14.94%) Master Data Management
12 12 (13.79%) Analytics
12 12 (13.79%) Waterfall
13 10 (11.49%) Migration
14 9 (10.34%) Data Migration
14 9 (10.34%) Data Security
14 9 (10.34%) Dimensional Modelling
14 9 (10.34%) Enterprise Architecture
14 9 (10.34%) Kimball Methodology
Programming Languages
1 32 (36.78%) SQL
2 7 (8.05%) Java
3 6 (6.90%) PL/SQL
4 5 (5.75%) C
5 3 (3.45%) Shell Script
6 2 (2.30%) C++
6 2 (2.30%) Python
6 2 (2.30%) T-SQL
7 1 (1.15%) C#
7 1 (1.15%) Perl
7 1 (1.15%) VBA
Qualifications
1 9 (10.34%) Security Cleared
2 8 (9.20%) SC Cleared
3 3 (3.45%) Degree
4 2 (2.30%) Numerate Degree
5 1 (1.15%) CISSP
5 1 (1.15%) Computer Science Degree
5 1 (1.15%) TOGAF Certification
Quality Assurance & Compliance
1 14 (16.09%) Data Quality
2 3 (3.45%) GDPR
3 2 (2.30%) QA
System Software
1 5 (5.75%) Active Directory
1 5 (5.75%) Oracle RAC
2 3 (3.45%) Apache Flume
3 2 (2.30%) HDFS
Systems Management
1 1 (1.15%) Oozie
1 1 (1.15%) Oracle RMAN
Vendors
1 28 (32.18%) Oracle
2 11 (12.64%) IDERA
3 9 (10.34%) Microsoft
4 7 (8.05%) Salesforce.com
5 6 (6.90%) IBM
6 5 (5.75%) EnterpriseDB
6 5 (5.75%) Teradata
7 4 (4.60%) CA
7 4 (4.60%) Informatica
8 3 (3.45%) Netezza
8 3 (3.45%) Tableau
9 2 (2.30%) Cloudera
9 2 (2.30%) SAP
10 1 (1.15%) Google
10 1 (1.15%) Infragistics
10 1 (1.15%) MapR
10 1 (1.15%) Reuters
10 1 (1.15%) Sun
10 1 (1.15%) Sybase