Period
to 23 January 2019

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 23 January 2019 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
23 Jan 2019
Same period 2018 Same period 2017
Rank 739 789 745
Rank change year-on-year +50 -44 -79
Contract jobs citing ERwin 102 69 88
As % of all contract IT jobs advertised in England 0.11% 0.075% 0.099%
As % of the Development Applications category 0.52% 0.40% 0.59%
Number of daily rates quoted 74 59 69
England median daily rate £550 £610 £500
Median daily rate % change year-on-year -9.84% +22.00% +1.52%
10th Percentile £421 £413 £399
90th Percentile £730 £690 £653
UK median daily rate £538 £575 £500
% change year-on-year -6.52% +15.00% +1.01%
Number of hourly rates quoted 1 0 0
England median hourly rate £35.00 - -
UK median hourly rate £35.00 - £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 19,699 17,227 14,876
As % of all contract IT jobs advertised in England 21.57% 18.60% 16.66%
Number of daily rates quoted 13,525 12,163 9,949
England median daily rate £488 £473 £438
Median daily rate % change year-on-year +3.17% +8.00% +6.06%
10th Percentile £331 £313 £305
90th Percentile £635 £613 £588
UK median daily rate £475 £455 £425
% change year-on-year +4.40% +7.06% +4.94%
Number of hourly rates quoted 232 224 217
England median hourly rate £42.75 £44.00 £40.50
Median hourly rate % change year-on-year -2.84% +8.64% +1.25%
10th Percentile £32.55 £29.30 £24.00
90th Percentile £55.00 £63.75 £52.50
UK median hourly rate £43.50 £43.75 £41.00
% change year-on-year -0.57% +6.71% +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 23 January 2019.

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 23 January 2019. 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 +30 59 £550 -12.00% 5
North of England -3 17 £525 -13.93% 2
Yorkshire -8 13 £506 -17.01% 2
South East +11 7 £519 +72.92% 2
East of England +7 7 £568 +8.10% 3
South West -44 6 £513 +20.59%
Midlands +1 5 £519 +6.41% 2
North West -15 4 £775 +27.05%
East Midlands +5 3 £538 +10.26% 2
North East -1 2 £575 -5.74%
West Midlands - 2 £416 -
ERwin
UK

For the 6 months to 23 January 2019, 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 90 (88.24%) Data Modelling
2 39 (38.24%) Data Architecture
3 32 (31.37%) Data Warehouse
3 32 (31.37%) SQL
4 29 (28.43%) Finance
5 28 (27.45%) Data Governance
6 26 (25.49%) Oracle
7 25 (24.51%) Agile Software Development
8 24 (23.53%) ETL
8 24 (23.53%) Data Management
9 23 (22.55%) Business Intelligence
10 22 (21.57%) SQL Server
10 22 (21.57%) Logical Data Model
11 21 (20.59%) Analytical Skills
11 21 (20.59%) Data Analysis
12 17 (16.67%) Data Quality
13 16 (15.69%) SQL Server Integration Services
14 15 (14.71%) Security Cleared
14 15 (14.71%) Big Data
14 15 (14.71%) Analytics
14 15 (14.71%) MS Visio
15 14 (13.73%) Linux
15 14 (13.73%) Unix
15 14 (13.73%) Migration
15 14 (13.73%) Statistics
15 14 (13.73%) Data Strategy
16 13 (12.75%) Mentoring
16 13 (12.75%) Mathematics
16 13 (12.75%) Retail
16 13 (12.75%) SC Cleared

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 8 (7.84%) SAS
2 6 (5.88%) Apache Spark
3 5 (4.90%) CMS
3 5 (4.90%) JBoss
4 4 (3.92%) SharePoint
5 2 (1.96%) Confluence
5 2 (1.96%) Tomcat
6 1 (0.98%) Apache Pig
6 1 (0.98%) OpenStack
6 1 (0.98%) WebLogic
Applications
1 15 (14.71%) MS Visio
2 2 (1.96%) Microsoft Excel
3 1 (0.98%) Spreadsheet
Cloud Services
1 4 (3.92%) Google Cloud Platform
2 3 (2.94%) Microsoft Azure
2 3 (2.94%) PaaS
3 2 (1.96%) Amazon AWS
3 2 (1.96%) Azure Data Factory
4 1 (0.98%) IBM Cloud
4 1 (0.98%) SoftLayer
Communications & Networking
1 1 (0.98%) Kerberos
Database & Business Intelligence
1 32 (31.37%) Data Warehouse
2 22 (21.57%) SQL Server
3 16 (15.69%) SQL Server Integration Services
4 15 (14.71%) Big Data
5 11 (10.78%) PostgreSQL
6 10 (9.80%) Hadoop
7 9 (8.82%) NoSQL
7 9 (8.82%) SQL Server Analysis Services
8 8 (7.84%) Apache Hive
8 8 (7.84%) HBase
8 8 (7.84%) RDBMS
8 8 (7.84%) Relational Database
9 7 (6.86%) MongoDB
9 7 (6.86%) Oracle Database
9 7 (6.86%) Oracle Database 11g
9 7 (6.86%) SQL Server 2016
9 7 (6.86%) SQL Server Reporting Services
10 6 (5.88%) DTS
10 6 (5.88%) SQL Server 2008
10 6 (5.88%) Sqoop
Development Applications
1 11 (10.78%) ER Studio
2 9 (8.82%) Toad
3 4 (3.92%) PowerDesigner
4 2 (1.96%) JIRA
4 2 (1.96%) RStudio
4 2 (1.96%) Team Foundation Server
4 2 (1.96%) Visual Studio
5 1 (0.98%) ClearCase
5 1 (0.98%) Log4Net
5 1 (0.98%) NUnit
5 1 (0.98%) PVCS
5 1 (0.98%) Subversion
General
1 29 (28.43%) Finance
2 13 (12.75%) Retail
3 12 (11.76%) Banking
4 7 (6.86%) Manufacturing
5 6 (5.88%) Back Office
5 6 (5.88%) Investment Banking
5 6 (5.88%) Legal
6 4 (3.92%) Pharmaceutical
7 2 (1.96%) Financial Institution
7 2 (1.96%) Telecoms
8 1 (0.98%) Aerospace
8 1 (0.98%) Arabic Language
8 1 (0.98%) Electronics
8 1 (0.98%) Law
8 1 (0.98%) Marketing
Job Titles
1 63 (61.76%) Architect
2 46 (45.10%) Data Architect
3 17 (16.67%) Data Modeller
4 13 (12.75%) Senior Architect
5 11 (10.78%) Information Architect
6 10 (9.80%) Senior Information Architect
7 9 (8.82%) Analyst
7 9 (8.82%) Data Analyst
7 9 (8.82%) Developer
8 5 (4.90%) DBA
8 5 (4.90%) Oracle DBA
8 5 (4.90%) Oracle Developer
8 5 (4.90%) Senior Analyst
8 5 (4.90%) Technical Architect
9 4 (3.92%) Business Intelligence Architect
9 4 (3.92%) Senior Data Architect
10 3 (2.94%) Consultant
10 3 (2.94%) Data Scientist
10 3 (2.94%) Senior Developer
11 2 (1.96%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 5 (4.90%) Kafka
2 4 (3.92%) Natural Language Processing
3 2 (1.96%) .NET
3 2 (1.96%) .NET Framework
4 1 (0.98%) Apache NiFi
4 1 (0.98%) DOM
4 1 (0.98%) FIXML
4 1 (0.98%) JiBX
4 1 (0.98%) JSP
4 1 (0.98%) MDX
4 1 (0.98%) Oracle GoldenGate
4 1 (0.98%) SOAP
4 1 (0.98%) Web Services
4 1 (0.98%) WinForms
4 1 (0.98%) WPF
4 1 (0.98%) XML
Miscellaneous
1 21 (20.59%) Analytical Skills
2 12 (11.76%) Taxonomies
3 10 (9.80%) Data Structures
3 10 (9.80%) Management Information System
4 4 (3.92%) User Experience
5 2 (1.96%) Data Centre
5 2 (1.96%) Enterprise Software
5 2 (1.96%) Greenfield Project
6 1 (0.98%) Equities
6 1 (0.98%) Fixed Income
6 1 (0.98%) Market Risk
6 1 (0.98%) Reference Data
6 1 (0.98%) Reinsurance
6 1 (0.98%) SWIFT
6 1 (0.98%) TM Forum
Operating Systems
1 14 (13.73%) Linux
1 14 (13.73%) Unix
2 11 (10.78%) Solaris
3 7 (6.86%) Windows
4 2 (1.96%) Windows Server
5 1 (0.98%) CentOS
5 1 (0.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 90 (88.24%) Data Modelling
2 39 (38.24%) Data Architecture
3 28 (27.45%) Data Governance
4 25 (24.51%) Agile Software Development
5 24 (23.53%) Data Management
5 24 (23.53%) ETL
6 23 (22.55%) Business Intelligence
7 22 (21.57%) Logical Data Model
8 21 (20.59%) Data Analysis
9 15 (14.71%) Analytics
10 14 (13.73%) Data Strategy
10 14 (13.73%) Migration
10 14 (13.73%) Statistics
11 13 (12.75%) Dimensional Modelling
11 13 (12.75%) Mathematics
11 13 (12.75%) Mentoring
12 12 (11.76%) Computer Science
12 12 (11.76%) Physical Data Model
13 11 (10.78%) Data Migration
13 11 (10.78%) Data Security
Programming Languages
1 32 (31.37%) SQL
2 11 (10.78%) Java
3 9 (8.82%) T-SQL
4 8 (7.84%) C
4 8 (7.84%) PL/SQL
5 6 (5.88%) C++
6 5 (4.90%) Perl
6 5 (4.90%) Python
7 4 (3.92%) C#
7 4 (3.92%) MATLAB
7 4 (3.92%) R
7 4 (3.92%) Shell Script
8 1 (0.98%) Data Analysis Expressions (DAX)
8 1 (0.98%) PowerShell
8 1 (0.98%) VBA
Qualifications
1 15 (14.71%) Security Cleared
2 13 (12.75%) SC Cleared
3 10 (9.80%) Degree
4 9 (8.82%) Numerate Degree
5 4 (3.92%) PhD
6 1 (0.98%) Computer Science Degree
6 1 (0.98%) DV Cleared
6 1 (0.98%) TOGAF Certification
Quality Assurance & Compliance
1 17 (16.67%) Data Quality
2 9 (8.82%) QA
3 7 (6.86%) GDPR
4 1 (0.98%) PSD2
4 1 (0.98%) SEPA
System Software
1 7 (6.86%) Apache Flume
2 6 (5.88%) Oracle RAC
3 5 (4.90%) Active Directory
4 1 (0.98%) Apache ZooKeeper
4 1 (0.98%) HDFS
Systems Management
1 1 (0.98%) BMC PATROL
1 1 (0.98%) Ganglia
1 1 (0.98%) Nagios
1 1 (0.98%) NetBackup
1 1 (0.98%) Oracle RMAN
Vendors
1 26 (25.49%) Oracle
2 12 (11.76%) Microsoft
3 11 (10.78%) IDERA
4 6 (5.88%) IBM
5 5 (4.90%) EnterpriseDB
5 5 (4.90%) Hortonworks
6 4 (3.92%) Teradata
7 3 (2.94%) CA
7 3 (2.94%) Informatica
7 3 (2.94%) SAP
7 3 (2.94%) Tableau
8 2 (1.96%) Ab Initio
8 2 (1.96%) MicroStrategy
8 2 (1.96%) Netezza
8 2 (1.96%) Salesforce.com
8 2 (1.96%) Talend
9 1 (0.98%) Embarcadero
9 1 (0.98%) Infragistics
9 1 (0.98%) Red Hat
9 1 (0.98%) Reuters