Period
to 17 January 2018

The following table provides summary statistics for contract job vacancies 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 17 January 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
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 810 771 655
Rank change year-on-year -39 -116 +95
Contract jobs citing ERwin 86 94 218
As % of all contract IT jobs advertised in the UK 0.086% 0.097% 0.20%
As % of the Development Applications category 0.46% 0.58% 1.40%
Number of daily rates quoted 76 71 211
UK median daily rate £590 £500 £498
Median daily rate % change year-on-year +18.00% +0.50% +17.06%
10th Percentile £403 £400 £313
90th Percentile £694 £650 £600
UK excluding London median daily rate £525 £495 £493
% change year-on-year +6.06% +0.51% +23.13%
Number of hourly rates quoted 0 2 0
UK median hourly rate - £57.50 -
UK excluding London 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 with a requirement for development application skills.

All Development Application Skills
UK
Contract vacancies with a requirement for development application skills 18,567 16,155 15,590
As % of all contract IT jobs advertised in the UK 18.51% 16.60% 14.66%
Number of daily rates quoted 13,017 10,817 10,377
UK median daily rate £451 £425 £405
Median daily rate % change year-on-year +6.00% +4.94% +1.25%
10th Percentile £313 £300 £280
90th Percentile £608 £575 £563
UK excluding London median daily rate £415 £400 £375
% change year-on-year +3.75% +6.67% +3.45%
Number of hourly rates quoted 238 240 387
UK median hourly rate £43.50 £40.75 £40.00
Median hourly rate % change year-on-year +6.75% +1.88% +6.67%
10th Percentile £29.00 £18.75 £22.30
90th Percentile £63.75 £52.63 £50.72
UK excluding London median hourly rate £44.00 £40.50 £40.00
% change year-on-year +8.64% +1.25% +6.67%

ERwin
Job Vacancy Trend

Job postings citing ERwin as a percentage of all IT jobs advertised.

Job vacancy trend for ERwin in the UK

ERwin
Contractor Daily Rate Trend

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

Contractor daily rate trend for ERwin in the UK

ERwin
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing ERwin over the 6 months to 17 January 2018.

Contractor daily rate histogram for ERwin in the UK

ERwin
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for ERwin in the UK

ERwin
Top 13 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 6 months to 17 January 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
England -16 72 £610 +16.19% 9
London -17 52 £600 +4.35% 3
UK excluding London +12 31 £525 +6.06% 7
Scotland -6 11 £475 +18.75% 1
North of England +46 10 £610 +22.00% 1
North West +18 9 £610 +22.00%
Yorkshire +21 6 £610 +23.23% 1
North East - 6 £610 -
South West +2 4 £425 -12.82% 4
East Midlands +5 3 £488 -
Midlands +4 3 £488 -2.50%
South East -24 2 £300 -31.43% 1
East of England -26 1 £525 +82.61%

For the 6 months to 17 January 2018, 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 75 (87.21%) Data Modelling
2 45 (52.33%) SQL
2 45 (52.33%) Oracle
3 42 (48.84%) Business Intelligence
4 40 (46.51%) Data Warehouse
5 36 (41.86%) ETL
6 34 (39.53%) Data Quality
7 32 (37.21%) Finance
8 31 (36.05%) Data Management
8 31 (36.05%) Data Architecture
9 26 (30.23%) Analytics
10 25 (29.07%) Informatica
11 24 (27.91%) Banking
12 23 (26.74%) SQL Server
12 23 (26.74%) Relational Database
13 22 (25.58%) Hadoop
14 21 (24.42%) Logical Data Model
15 20 (23.26%) Agile Software Development
16 19 (22.09%) Data Governance
16 19 (22.09%) Migration
16 19 (22.09%) Teradata
17 18 (20.93%) Tableau
17 18 (20.93%) Visualisation
18 17 (19.77%) Big Data
18 17 (19.77%) Data Analysis
18 17 (19.77%) IBM
18 17 (19.77%) Data Strategy
19 16 (18.60%) Data Migration
20 15 (17.44%) Data Visualisation
20 15 (17.44%) Master Data Management

ERwin
Co-occurring 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 13 (15.12%) SAS
2 5 (5.81%) Apache Spark
3 2 (2.33%) ArcGIS
3 2 (2.33%) Oracle SOA Suite
4 1 (1.16%) Apache Pig
4 1 (1.16%) Apache Solr
4 1 (1.16%) Elasticsearch
4 1 (1.16%) PowerExchange
4 1 (1.16%) Tomcat
4 1 (1.16%) WebLogic
Applications
1 10 (11.63%) MS Visio
2 3 (3.49%) Microsoft Excel
3 2 (2.33%) SPSS
4 1 (1.16%) Microsoft Office
Business Applications
1 1 (1.16%) SAP MDG
1 1 (1.16%) SAP MDM
Cloud Services
1 3 (3.49%) Amazon AWS
2 2 (2.33%) AWS Elastic Beanstalk
3 1 (1.16%) Microsoft Azure
Database & Business Intelligence
1 40 (46.51%) Data Warehouse
2 23 (26.74%) Relational Database
2 23 (26.74%) SQL Server
3 22 (25.58%) Hadoop
4 17 (19.77%) Big Data
5 14 (16.28%) RDBMS
6 12 (13.95%) BusinessObjects
6 12 (13.95%) NoSQL
6 12 (13.95%) SQL Server Integration Services
7 11 (12.79%) Data Lake
7 11 (12.79%) Oracle Database
8 9 (10.47%) Enterprise Data Warehouse
8 9 (10.47%) MongoDB
8 9 (10.47%) PowerCenter
9 8 (9.30%) Oracle BI EE
9 8 (9.30%) PostgreSQL
10 7 (8.14%) Apache Hive
10 7 (8.14%) HBase
10 7 (8.14%) Oracle Discoverer
10 7 (8.14%) Snowflake Schema
Development Applications
1 5 (5.81%) Toad
2 3 (3.49%) PowerDesigner
3 2 (2.33%) gulp
3 2 (2.33%) Jenkins
3 2 (2.33%) Mocha
3 2 (2.33%) SonarQube
3 2 (2.33%) SQL Server Management Studio (SSMS)
3 2 (2.33%) Visual Studio
4 1 (1.16%) Ant
4 1 (1.16%) ChangeMan
General
1 32 (37.21%) Finance
2 24 (27.91%) Banking
3 9 (10.47%) Investment Banking
4 7 (8.14%) Legal
5 3 (3.49%) Retail Banking
6 2 (2.33%) Back Office
6 2 (2.33%) Dutch Language
6 2 (2.33%) French Language
6 2 (2.33%) Publishing
6 2 (2.33%) Retail
6 2 (2.33%) Telecoms
7 1 (1.16%) Advertising
7 1 (1.16%) Front Office
7 1 (1.16%) Pharmaceutical
Job Titles
1 46 (53.49%) Architect
2 42 (48.84%) Data Architect
3 21 (24.42%) Data Modeller
4 14 (16.28%) Developer
5 11 (12.79%) Analyst
6 7 (8.14%) Informatica Developer
7 5 (5.81%) Business Intelligence Analyst
7 5 (5.81%) Business Intelligence Architect
7 5 (5.81%) Data Warehouse Analyst
7 5 (5.81%) Lead Architect
7 5 (5.81%) Lead Data Architect
8 4 (4.65%) Business Analyst
8 4 (4.65%) Business Intelligence Lead
8 4 (4.65%) Data Analyst
8 4 (4.65%) Data Warehouse Architect
8 4 (4.65%) Solutions Architect
9 3 (3.49%) Data Engineer
9 3 (3.49%) Database Developer
9 3 (3.49%) ETL Developer
9 3 (3.49%) Senior Architect
Libraries, Frameworks & Software Standards
1 3 (3.49%) CSS
1 3 (3.49%) HTML
1 3 (3.49%) J2EE
2 2 (2.33%) .NET
2 2 (2.33%) Jest
2 2 (2.33%) Node.js
2 2 (2.33%) React
2 2 (2.33%) Redux
2 2 (2.33%) XML
3 1 (1.16%) Ajax
3 1 (1.16%) AngularJS
3 1 (1.16%) Apache Avro
3 1 (1.16%) Java EE
3 1 (1.16%) JMS
3 1 (1.16%) JSP
3 1 (1.16%) JSTL
3 1 (1.16%) Kafka
3 1 (1.16%) Spark Streaming
3 1 (1.16%) Stripes Framework
3 1 (1.16%) XHTML
Miscellaneous
1 15 (17.44%) Management Information System
2 14 (16.28%) Analytical Skills
3 9 (10.47%) Taxonomies
4 7 (8.14%) Data Structures
4 7 (8.14%) Market Risk
5 6 (6.98%) Enterprise Software
5 6 (6.98%) Mainframe
5 6 (6.98%) Reference Data
6 5 (5.81%) Credit Risk
7 4 (4.65%) Linked Data
8 2 (2.33%) Greenfield Project
9 1 (1.16%) Clustering
9 1 (1.16%) CMDB
9 1 (1.16%) Computer Science
9 1 (1.16%) Hedge funds
9 1 (1.16%) IBM Mainframe
9 1 (1.16%) RIA
9 1 (1.16%) State Machine
Operating Systems
1 11 (12.79%) Unix
2 3 (3.49%) Linux
Processes & Methodologies
1 75 (87.21%) Data Modelling
2 42 (48.84%) Business Intelligence
3 36 (41.86%) ETL
4 31 (36.05%) Data Architecture
4 31 (36.05%) Data Management
5 26 (30.23%) Analytics
6 21 (24.42%) Logical Data Model
7 20 (23.26%) Agile Software Development
8 19 (22.09%) Data Governance
8 19 (22.09%) Migration
9 18 (20.93%) Visualisation
10 17 (19.77%) Data Analysis
10 17 (19.77%) Data Strategy
11 16 (18.60%) Data Migration
12 15 (17.44%) Data Visualisation
12 15 (17.44%) Master Data Management
13 13 (15.12%) Data Security
14 12 (13.95%) Kimball Methodology
14 12 (13.95%) UML
15 11 (12.79%) TOGAF
Programming Languages
1 45 (52.33%) SQL
2 9 (10.47%) PL/SQL
3 7 (8.14%) Python
4 6 (6.98%) Shell Script
5 5 (5.81%) SAS Macro
5 5 (5.81%) T-SQL
6 3 (3.49%) Java
6 3 (3.49%) JavaScript
6 3 (3.49%) R
7 2 (2.33%) C
7 2 (2.33%) ES6
7 2 (2.33%) Perl
8 1 (1.16%) C#
8 1 (1.16%) JCL
8 1 (1.16%) REXX
8 1 (1.16%) Scala
8 1 (1.16%) VBA
Qualifications
1 4 (4.65%) Security Cleared
2 3 (3.49%) CTC Cleared
2 3 (3.49%) OCPJP
3 1 (1.16%) SC Cleared
Quality Assurance & Compliance
1 34 (39.53%) Data Quality
2 6 (6.98%) QA
3 4 (4.65%) GDPR
4 1 (1.16%) Disclosure Scotland
System Software
1 2 (2.33%) HDFS
2 1 (1.16%) ISA Server
Systems Management
1 1 (1.16%) CA Endevor
1 1 (1.16%) Hadoop YARN
Vendors
1 45 (52.33%) Oracle
2 25 (29.07%) Informatica
3 19 (22.09%) Teradata
4 18 (20.93%) Tableau
5 17 (19.77%) IBM
6 14 (16.28%) CA
7 11 (12.79%) Microsoft
8 5 (5.81%) Ab Initio
8 5 (5.81%) Cognos
9 4 (4.65%) SAP
9 4 (4.65%) Talend
10 3 (3.49%) Embarcadero
10 3 (3.49%) Greenplum
10 3 (3.49%) MapR
11 2 (2.33%) Cloudera
11 2 (2.33%) Hortonworks
12 1 (1.16%) Alteryx
12 1 (1.16%) Bloomberg
12 1 (1.16%) Reuters
12 1 (1.16%) Sybase