Period
to 18 November 2017

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 18 November 2017 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
18 Nov 2017
Same period 2016 Same period 2015
Rank 751 773 653
Rank change year-on-year +22 -120 +75
Contract jobs citing ERwin 80 100 212
As % of all contract IT jobs advertised in England 0.085% 0.10% 0.20%
As % of the Development Applications category 0.45% 0.62% 1.41%
Number of daily rates quoted 68 84 191
England median daily rate £590 £545 £493
Median daily rate % change year-on-year +8.26% +10.66% +15.88%
10th Percentile £411 £385 £313
90th Percentile £716 £735 £600
UK median daily rate £575 £500 £493
% change year-on-year +15.00% +1.52% +23.13%
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 17638 16259 15043
As % of all contract IT jobs advertised in England 18.79% 16.56% 14.32%
Number of daily rates quoted 12363 11027 10107
England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £313 £304 £280
90th Percentile £603 £575 £575
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +2.27%
Number of hourly rates quoted 273 232 283
England median hourly rate £42.50 £41.00 £40.00
Median hourly rate % change year-on-year +3.66% +2.50% +6.67%
10th Percentile £29.00 £26.16 £23.80
90th Percentile £59.75 £53.75 £48.75
UK median hourly rate £42.50 £41.00 £40.00
% change year-on-year +3.66% +2.50% +6.67%

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 18 November 2017.

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 18 November 2017. 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 -9 52 £561 -2.39% 3
North of England +58 12 £610 +22.00%
North West +28 12 £610 +22.00%
South West +15 7 £425 -12.82% 1
North East +70 6 £610 +52.50%
Yorkshire +23 6 £610 +23.23%
Midlands +25 5 £475 -5.00%
East Midlands +9 4 £475 -
South East +10 2 £300 -31.43%
East of England -28 2 £475 +65.22%
West Midlands +32 1 - -
ERwin
UK

For the 6 months to 18 November 2017, 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 72 (90.00%) Data Modelling
2 43 (53.75%) SQL
3 37 (46.25%) Business Intelligence
4 35 (43.75%) Oracle
5 33 (41.25%) Data Warehouse
6 29 (36.25%) Data Management
7 28 (35.00%) Finance
7 28 (35.00%) ETL
7 28 (35.00%) Data Quality
8 26 (32.50%) Analytics
9 22 (27.50%) Data Architecture
9 22 (27.50%) Informatica
10 20 (25.00%) Tableau
10 20 (25.00%) Logical Data Model
11 19 (23.75%) Agile Software Development
12 18 (22.50%) Banking
13 17 (21.25%) Visualisation
14 16 (20.00%) Data Governance
14 16 (20.00%) Big Data
14 16 (20.00%) Analytical Skills
14 16 (20.00%) SQL Server
15 15 (18.75%) Relational Database
15 15 (18.75%) Hadoop
16 14 (17.50%) Data Visualisation
16 14 (17.50%) UML
16 14 (17.50%) BusinessObjects
16 14 (17.50%) IBM
16 14 (17.50%) Data Analysis
16 14 (17.50%) Migration
16 14 (17.50%) Data Strategy

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 13 (16.25%) SAS
2 4 (5.00%) Apache Spark
3 2 (2.50%) ArcGIS
3 2 (2.50%) Confluence
4 1 (1.25%) Apache Pig
4 1 (1.25%) Apache Solr
4 1 (1.25%) Elasticsearch
4 1 (1.25%) Oracle SOA Suite
Applications
1 9 (11.25%) MS Visio
2 4 (5.00%) Microsoft Excel
3 2 (2.50%) SPSS
Business Applications
1 1 (1.25%) SAP MDG
1 1 (1.25%) SAP MDM
Cloud Services
1 4 (5.00%) Amazon AWS
2 3 (3.75%) AWS Elastic Beanstalk
3 1 (1.25%) Microsoft Azure
Communications & Networking
1 1 (1.25%) Internet
Database & Business Intelligence
1 33 (41.25%) Data Warehouse
2 16 (20.00%) Big Data
2 16 (20.00%) SQL Server
3 15 (18.75%) Hadoop
3 15 (18.75%) Relational Database
4 14 (17.50%) BusinessObjects
5 10 (12.50%) MongoDB
5 10 (12.50%) NoSQL
5 10 (12.50%) SQL Server Integration Services
6 9 (11.25%) PostgreSQL
7 8 (10.00%) Enterprise Data Warehouse
7 8 (10.00%) Oracle BI EE
7 8 (10.00%) RDBMS
7 8 (10.00%) Snowflake Schema
8 7 (8.75%) Apache Hive
8 7 (8.75%) Data Lake
8 7 (8.75%) DataStage
8 7 (8.75%) HBase
8 7 (8.75%) Oracle Discoverer
8 7 (8.75%) SQL Server 2012
Development Applications
1 8 (10.00%) Talend Open Studio
2 5 (6.25%) PowerDesigner
2 5 (6.25%) Toad
3 3 (3.75%) gulp
3 3 (3.75%) Jenkins
3 3 (3.75%) Mocha
3 3 (3.75%) SonarQube
4 2 (2.50%) JIRA
4 2 (2.50%) SQL Server Management Studio (SSMS)
4 2 (2.50%) Visual Studio
General
1 28 (35.00%) Finance
2 18 (22.50%) Banking
3 10 (12.50%) Investment Banking
4 7 (8.75%) Legal
5 3 (3.75%) Telecoms
6 2 (2.50%) Back Office
6 2 (2.50%) Dutch Language
6 2 (2.50%) French Language
6 2 (2.50%) Publishing
6 2 (2.50%) Retail
7 1 (1.25%) Pharmaceutical
Job Titles
1 42 (52.50%) Architect
2 38 (47.50%) Data Architect
3 20 (25.00%) Data Modeller
4 16 (20.00%) Analyst
5 8 (10.00%) Business Intelligence Analyst
6 7 (8.75%) Data Analyst
6 7 (8.75%) Developer
7 6 (7.50%) Lead Architect
7 6 (7.50%) Lead Data Architect
8 5 (6.25%) Business Intelligence Architect
8 5 (6.25%) Data Warehouse Analyst
9 4 (5.00%) Business Analyst
9 4 (5.00%) Business Intelligence Lead
9 4 (5.00%) Data Warehouse Architect
9 4 (5.00%) Database Architect
9 4 (5.00%) Solutions Architect
10 3 (3.75%) Business Intelligence Business Analyst
10 3 (3.75%) Information Architect
10 3 (3.75%) SAS Architect
10 3 (3.75%) Technical Analyst
Libraries, Frameworks & Software Standards
1 3 (3.75%) CSS
1 3 (3.75%) HTML
1 3 (3.75%) J2EE
1 3 (3.75%) Jest
1 3 (3.75%) Node.js
1 3 (3.75%) React
1 3 (3.75%) Redux
1 3 (3.75%) XML
2 2 (2.50%) XML Messaging
2 2 (2.50%) XML Schema
3 1 (1.25%) Apache Avro
3 1 (1.25%) Kafka
3 1 (1.25%) Spark Streaming
Miscellaneous
1 16 (20.00%) Analytical Skills
2 11 (13.75%) Management Information System
3 8 (10.00%) Data Structures
4 7 (8.75%) Market Risk
5 6 (7.50%) Enterprise Software
6 5 (6.25%) Reference Data
6 5 (6.25%) Taxonomies
7 4 (5.00%) Linked Data
8 2 (2.50%) Credit Risk
8 2 (2.50%) SWIFT
9 1 (1.25%) Clustering
9 1 (1.25%) CMDB
9 1 (1.25%) Greenfield Project
9 1 (1.25%) Mainframe
9 1 (1.25%) RIA
9 1 (1.25%) State Machine
Operating Systems
1 9 (11.25%) Unix
2 5 (6.25%) Linux
3 2 (2.50%) Windows
Processes & Methodologies
1 72 (90.00%) Data Modelling
2 37 (46.25%) Business Intelligence
3 29 (36.25%) Data Management
4 28 (35.00%) ETL
5 26 (32.50%) Analytics
6 22 (27.50%) Data Architecture
7 20 (25.00%) Logical Data Model
8 19 (23.75%) Agile Software Development
9 17 (21.25%) Visualisation
10 16 (20.00%) Data Governance
11 14 (17.50%) Data Analysis
11 14 (17.50%) Data Strategy
11 14 (17.50%) Data Visualisation
11 14 (17.50%) Migration
11 14 (17.50%) UML
12 13 (16.25%) Master Data Management
13 12 (15.00%) Kimball Methodology
14 11 (13.75%) Data Analytics
14 11 (13.75%) Open Source
14 11 (13.75%) Physical Data Model
Programming Languages
1 43 (53.75%) SQL
2 10 (12.50%) PL/SQL
3 7 (8.75%) Python
4 6 (7.50%) Shell Script
5 5 (6.25%) SAS Macro
5 5 (6.25%) T-SQL
6 3 (3.75%) ECMAScript
6 3 (3.75%) ES6
6 3 (3.75%) Java
6 3 (3.75%) JavaScript
7 2 (2.50%) Perl
7 2 (2.50%) R
8 1 (1.25%) C
8 1 (1.25%) VBA
Qualifications
1 4 (5.00%) Security Cleared
2 3 (3.75%) CTC Cleared
2 3 (3.75%) OCPJP
3 1 (1.25%) Degree
3 1 (1.25%) SC Cleared
Quality Assurance & Compliance
1 28 (35.00%) Data Quality
2 6 (7.50%) QA
3 4 (5.00%) GDPR
4 2 (2.50%) ISO 20022
5 1 (1.25%) Disclosure Scotland
System Software
1 1 (1.25%) HDFS
1 1 (1.25%) ISA Server
Vendors
1 35 (43.75%) Oracle
2 22 (27.50%) Informatica
3 20 (25.00%) Tableau
4 14 (17.50%) IBM
5 9 (11.25%) CA
5 9 (11.25%) Microsoft
5 9 (11.25%) Teradata
6 8 (10.00%) Talend
7 5 (6.25%) Cognos
8 4 (5.00%) Ab Initio
8 4 (5.00%) Alteryx
8 4 (5.00%) Bloomberg
8 4 (5.00%) Reuters
9 3 (3.75%) Embarcadero
9 3 (3.75%) Greenplum
9 3 (3.75%) MapR
9 3 (3.75%) SAP
10 1 (1.25%) IDERA
10 1 (1.25%) Salesforce.com