The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the West Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / West Midlands
Rank 55 35 58
Rank change year-on-year
-20 +23
Contract jobs citing Data Modelling 68 114 56
As % of all contract IT jobs located in the West Midlands 2.83% 4.40% 2.51%
As % of the Processes & Methodologies category 3.55% 5.38% 3.47%
Number of daily rates quoted 43 57 28
Median daily rate £450 £450 £400
Median daily rate % change year-on-year
- +12.50%
90% offered a daily rate of more than £370 £325 £300
10% offered a daily rate of more than £513 £575 £558
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the West Midlands region.

Processes & Methodologies Category
West Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
1918 2120 1615
As % of all contract IT jobs located in the West Midlands 79.68% 81.85% 72.42%
Number of daily rates quoted 1226 1204 935
Median daily rate £425 £410 £375
Median daily rate % change year-on-year
+3.65% +9.33%
90% offered a daily rate of more than £280 £275 £250
10% offered a daily rate of more than £525 £550 £525
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 67 47 104
Median hourly rate £26.00 £20.00 £26.00
Median hourly rate % change year-on-year
+30.00% -23.07%
90% offered a hourly rate of more than £16.00 £11.00 £12.50
10% offered a hourly rate of more than £58.00 £39.00 £37.89
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

Data Modelling
Jobs Demand Trend in the West Midlands

The demand trend of contract jobs across the West Midlands region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the West Midlands

Data Modelling
Daily Rate Trend in the West Midlands

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the West Midlands region.

Data Modelling Daily Rate Trend in the West Midlands

Data Modelling
Daily Rate Histogram in the West Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the West Midlands region over the 3 months to 20 February 2017.

Data Modelling Daily Rate Histogram in the West Midlands

Data Modelling
Hourly Rate Trend in the West Midlands

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the West Midlands region.

Data Modelling Hourly Rate Trend in the West Midlands

Data Modelling
Contract Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the West Midlands region over the 3 months to 20 February 2017. 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 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
Birmingham +17 34 £500 +15.60% 3
Coventry -16 9 £400 -3.03%
Warwickshire -15 7 £450 -18.18% 3
Kingswinford - 2 £368 -
Walsall - 2 £378 - 2
Staffordshire 0 1 - - 1
Shropshire -8 1 - - 1
Solihull - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 20 February 2017, IT contractor jobs citing Data Modelling 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 West Midlands region with a requirement for Data Modelling.

1 55 (35.03%) Business Intelligence
2 49 (31.21%) SQL
3 42 (26.75%) Agile Software Development
4 40 (25.48%) Migration
5 38 (24.20%) Microsoft
6 28 (17.83%) Logical Data Model
7 26 (16.56%) Data Warehouse
7 26 (16.56%) Finance
8 24 (15.29%) Data Quality
9 23 (14.65%) SAP
10 22 (14.01%) SQL Server
10 22 (14.01%) Data Migration
11 19 (12.10%) MS Excel
11 19 (12.10%) ETL
12 18 (11.46%) CRM
12 18 (11.46%) Data Management
12 18 (11.46%) Analytics
13 17 (10.83%) BusinessObjects
14 16 (10.19%) Oracle
14 16 (10.19%) Data Analysis
15 15 (9.55%) Data Architecture
16 14 (8.92%) Team Foundation Server
16 14 (8.92%) Systems Analysis
16 14 (8.92%) GAP Analysis
16 14 (8.92%) Java
16 14 (8.92%) Project Management
17 13 (8.28%) OO
18 12 (7.64%) Retail
18 12 (7.64%) SQL Server Reporting Services
18 12 (7.64%) SQL Server Integration Services

Data Modelling
Top Related IT Skills in the West Midlands 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 (3.18%) CMS
2 4 (2.55%) SAS
3 3 (1.91%) SharePoint
3 3 (1.91%) WebLogic
4 2 (1.27%) Confluence
4 2 (1.27%) Documentum
4 2 (1.27%) JBoss
4 2 (1.27%) Tomcat
5 1 (0.64%) Apache
5 1 (0.64%) Apache Pig
5 1 (0.64%) BizTalk Server
5 1 (0.64%) Oracle SOA Suite
Applications
1 19 (12.10%) MS Excel
2 7 (4.46%) MS Office
3 4 (2.55%) MS Visio
4 3 (1.91%) MS PowerPoint
5 2 (1.27%) SPSS
Business Applications
1 9 (5.73%) Dynamics CRM
2 3 (1.91%) SAP ERP
3 2 (1.27%) SAP CAR
3 2 (1.27%) SAP IS-U
4 1 (0.64%) SAP CRM
Cloud Services
1 9 (5.73%) Microsoft Azure
2 5 (3.18%) Amazon AWS
3 2 (1.27%) Azure Active Directory
4 1 (0.64%) Cloud Computing
Communications & Networking
1 7 (4.46%) Network Security
2 4 (2.55%) NAS
3 1 (0.64%) OpenLDAP
Database & Business Intelligence
1 26 (16.56%) Data Warehouse
2 22 (14.01%) SQL Server
3 17 (10.83%) BusinessObjects
4 12 (7.64%) SQL Server Integration Services
4 12 (7.64%) SQL Server Reporting Services
5 11 (7.01%) SQL Server Analysis Services
6 9 (5.73%) Big Data
6 9 (5.73%) SAP HANA
7 8 (5.10%) DB2
8 7 (4.46%) BusinessObjects Business Intelligence
8 7 (4.46%) QlikView
8 7 (4.46%) Relational Database
9 6 (3.82%) SAP BW
10 5 (3.18%) EDRMS
10 5 (3.18%) IBM InfoSphere
10 5 (3.18%) Oracle BI EE
11 4 (2.55%) BusinessObjects Web Intelligence
12 3 (1.91%) MongoDB
12 3 (1.91%) Power BI
12 3 (1.91%) RDBMS
Development Applications
1 14 (8.92%) Team Foundation Server
2 4 (2.55%) CA Gen
2 4 (2.55%) Git (software)
2 4 (2.55%) Jenkins
3 3 (1.91%) Eclipse
3 3 (1.91%) JUnit
3 3 (1.91%) Maven
3 3 (1.91%) Visual Studio
4 2 (1.27%) Ant
4 2 (1.27%) Bitbucket
4 2 (1.27%) Gradle
4 2 (1.27%) IntelliJ
4 2 (1.27%) JIRA
4 2 (1.27%) JProfiler
4 2 (1.27%) SonarQube
4 2 (1.27%) Subversion
5 1 (0.64%) Atlassian Bamboo
5 1 (0.64%) QUnit
5 1 (0.64%) Rational Rose
5 1 (0.64%) Selenium
General
1 26 (16.56%) Finance
2 12 (7.64%) Retail
3 4 (2.55%) Marketing
4 3 (1.91%) Advertising
4 3 (1.91%) Automotive
4 3 (1.91%) Banking
4 3 (1.91%) Manufacturing
4 3 (1.91%) Pharmaceutical
4 3 (1.91%) Telecoms
5 2 (1.27%) Electronics
Job Titles
1 47 (29.94%) Analyst
2 39 (24.84%) Architect
3 34 (21.66%) Developer
4 22 (14.01%) Business Analyst
5 18 (11.46%) Data Analyst
6 16 (10.19%) Consultant
7 14 (8.92%) Data Architect
8 9 (5.73%) Digital Architect
9 8 (5.10%) Integration Architect
9 8 (5.10%) Systems Analyst
9 8 (5.10%) Technical Architect
10 7 (4.46%) SAP Consultant
11 6 (3.82%) Business Intelligence Developer
11 6 (3.82%) Business Systems Analyst
11 6 (3.82%) Data Consultant
11 6 (3.82%) Head of Development
11 6 (3.82%) Technical Analyst
12 5 (3.18%) Agile Business Analyst
12 5 (3.18%) Data Business Analyst
12 5 (3.18%) Head of Applications
Libraries, Frameworks & Software Standards
1 11 (7.01%) .NET
2 6 (3.82%) MDX
3 5 (3.18%) CSS
3 5 (3.18%) HTML
3 5 (3.18%) RESTful
3 5 (3.18%) Web Services
4 4 (2.55%) .NET Framework
4 4 (2.55%) AngularJS
4 4 (2.55%) ASP.NET
4 4 (2.55%) ASP.NET MVC
4 4 (2.55%) J2EE
4 4 (2.55%) XML
5 3 (1.91%) Hibernate
5 3 (1.91%) Java EE
5 3 (1.91%) JPA
5 3 (1.91%) SOAP
5 3 (1.91%) WCF
6 2 (1.27%) jQuery
6 2 (1.27%) Node.js
6 2 (1.27%) OAuth
Miscellaneous
1 12 (7.64%) Analytical Skills
2 9 (5.73%) User Experience
3 8 (5.10%) Data Structures
3 8 (5.10%) Management Information System
4 6 (3.82%) Computer Science
5 5 (3.18%) Data Centre
6 4 (2.55%) Hybrid Cloud
7 3 (1.91%) Mainframe
8 2 (1.27%) Client/Server
8 2 (1.27%) Enterprise Software
9 1 (0.64%) Algorithms
9 1 (0.64%) Credit Risk
9 1 (0.64%) Reference Data
9 1 (0.64%) RIA
Operating Systems
1 9 (5.73%) Windows
2 7 (4.46%) Unix
3 4 (2.55%) Linux
3 4 (2.55%) Windows Vista
4 2 (1.27%) VME
5 1 (0.64%) Windows Server
Processes & Methodologies
1 55 (35.03%) Business Intelligence
2 42 (26.75%) Agile Software Development
3 40 (25.48%) Migration
4 28 (17.83%) Logical Data Model
5 22 (14.01%) Data Migration
6 19 (12.10%) ETL
7 18 (11.46%) Analytics
7 18 (11.46%) CRM
7 18 (11.46%) Data Management
8 16 (10.19%) Data Analysis
9 15 (9.55%) Data Architecture
10 14 (8.92%) GAP Analysis
10 14 (8.92%) Project Management
10 14 (8.92%) Systems Analysis
11 13 (8.28%) OO
12 12 (7.64%) User Acceptance Testing
12 12 (7.64%) Waterfall
13 11 (7.01%) Open Source
13 11 (7.01%) Test Scripting
13 11 (7.01%) Test Strategy
Programming Languages
1 49 (31.21%) SQL
2 14 (8.92%) Java
3 11 (7.01%) T-SQL
4 9 (5.73%) Python
5 8 (5.10%) JavaScript
6 7 (4.46%) Ruby
7 6 (3.82%) PL/SQL
7 6 (3.82%) Scala
8 5 (3.18%) C#
9 3 (1.91%) C
9 3 (1.91%) COBOL
9 3 (1.91%) Perl
9 3 (1.91%) Shell Script
10 2 (1.27%) ABAP
11 1 (0.64%) PHP
11 1 (0.64%) R
11 1 (0.64%) SAPscript
11 1 (0.64%) VB
11 1 (0.64%) XAML
Qualifications
1 9 (5.73%) Degree
2 2 (1.27%) BPSS Clearance
2 2 (1.27%) Security Cleared
3 1 (0.64%) MCITP
3 1 (0.64%) MCTS
3 1 (0.64%) Microsoft Certification
3 1 (0.64%) PMI Certification
3 1 (0.64%) PMP
Quality Assurance & Compliance
1 24 (15.29%) Data Quality
2 4 (2.55%) Disclosure Scotland
2 4 (2.55%) QA
3 3 (1.91%) Basel II
4 1 (0.64%) IFRS
4 1 (0.64%) IFRS 9
4 1 (0.64%) Sarbanes-Oxley
System Software
1 3 (1.91%) Active Directory
2 1 (0.64%) Docker
Systems Management
1 1 (0.64%) Nagios
1 1 (0.64%) Opscode Chef
1 1 (0.64%) Puppet
Vendors
1 38 (24.20%) Microsoft
2 23 (14.65%) SAP
3 16 (10.19%) Oracle
4 9 (5.73%) IBM
5 6 (3.82%) Informatica
6 5 (3.18%) Cognos
6 5 (3.18%) Pega
7 4 (2.55%) Teradata
8 3 (1.91%) BEA
8 3 (1.91%) Casewise
8 3 (1.91%) Netezza
8 3 (1.91%) Tableau
9 2 (1.27%) webMethods
9 2 (1.27%) Xamarin
10 1 (0.64%) Adobe
10 1 (0.64%) hybris
10 1 (0.64%) Hyperion
10 1 (0.64%) Remedy
10 1 (0.64%) ServiceNow
10 1 (0.64%) Splunk