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 1 October 2016 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
1 Oct 2016
Same period 2015 Same period 2014
Data Modelling
Rank 54 39 72
Rank change year-on-year
-15 +33
Contract jobs citing Data Modelling 98 101 49
As % of all contract IT jobs located in the West Midlands 3.08% 3.95% 1.90%
As % of the Processes & Methodologies category 3.76% 5.03% 2.54%
Number of daily rates quoted 58 56 26
Median daily rate £388 £425 £435
Median daily rate % change year-on-year
-8.82% -2.29%
90% offered a daily rate of more than £300 £300 £289
10% offered a daily rate of more than £519 £560 £500
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £48.50
% change year-on-year
+18.18% -31.95%
Data Modelling
England

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
2604 2007 1929
As % of all contract IT jobs located in the West Midlands 81.73% 78.58% 74.65%
Number of daily rates quoted 1536 1166 1017
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £290 £275 £225
10% offered a daily rate of more than £550 £575 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 68 101 109
Median hourly rate £19.72 £31.44 £29.75
Median hourly rate % change year-on-year
-37.27% +5.68%
90% offered a hourly rate of more than £12.50 £12.35 £13.00
10% offered a hourly rate of more than £40.00 £40.00 £42.00
UK excluding London median hourly rate £32.50 £34.00 £26.00
% change year-on-year
-4.41% +30.76%

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 1 October 2016.

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 1 October 2016. 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
(Click see detailed
statistics and trends)
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
Coventry +8 28 £393 -28.59% 3
Warwickshire -5 18 £400 -5.88%
Shropshire -27 15 £375 -10.71% 1
Birmingham -9 14 £363 -19.44% 7
Staffordshire -2 4 £388 +29.16%
West Bromwich -2 1 £425 +25.92%
Worcestershire - 1 £600 -
Walsall - 1 £458 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 1 October 2016, 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 77 (37.93%) Agile Software Development
2 64 (31.53%) SQL
3 58 (28.57%) Business Intelligence
4 46 (22.66%) Microsoft
5 41 (20.20%) Data Warehouse
6 37 (18.23%) ETL
6 37 (18.23%) Migration
7 36 (17.73%) Test Strategy
7 36 (17.73%) Logical Data Model
8 33 (16.26%) Process Improvement
8 33 (16.26%) SQL Server
9 32 (15.76%) MS Excel
10 28 (13.79%) Use Case
11 27 (13.30%) Data Quality
12 26 (12.81%) Waterfall
12 26 (12.81%) User Stories
12 26 (12.81%) JavaScript
12 26 (12.81%) T-SQL
13 25 (12.32%) SQL Server Reporting Services
13 25 (12.32%) Data Migration
14 24 (11.82%) Analytics
14 24 (11.82%) Data Analysis
14 24 (11.82%) Configuration Management
15 23 (11.33%) Problem Management
16 22 (10.84%) SQL Server Integration Services
16 22 (10.84%) Finance
16 22 (10.84%) .NET
16 22 (10.84%) XML
17 21 (10.34%) Pega
18 20 (9.85%) Java

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 9 (4.43%) SharePoint
2 6 (2.96%) SAS
3 3 (1.48%) CMS
3 3 (1.48%) Confluence
3 3 (1.48%) JBoss
3 3 (1.48%) WebLogic
4 2 (0.99%) Documentum
5 1 (0.49%) Adobe Experience Manager
5 1 (0.49%) BizTalk Server
5 1 (0.49%) SAP Portal
5 1 (0.49%) Sitecore CMS
5 1 (0.49%) Tomcat
5 1 (0.49%) Umbraco
Applications
1 32 (15.76%) MS Excel
2 15 (7.39%) MS PowerPoint
3 10 (4.93%) MS Office
4 9 (4.43%) MS Visio
5 5 (2.46%) SPSS
6 1 (0.49%) Siemens NX
Business Applications
1 10 (4.93%) Dynamics CRM
2 3 (1.48%) SAP BPC
3 2 (0.99%) ENOVIA
3 2 (0.99%) Oracle Payables
3 2 (0.99%) Oracle Receivables
3 2 (0.99%) SAP ERP
4 1 (0.49%) Oracle 11i
4 1 (0.49%) Oracle Applications
4 1 (0.49%) Oracle Assets
4 1 (0.49%) Oracle Cash Management
4 1 (0.49%) Oracle EBS R12
4 1 (0.49%) Oracle General Ledger
4 1 (0.49%) SAP CRM
4 1 (0.49%) SAP FSCM
4 1 (0.49%) SAP IS-U
4 1 (0.49%) Teamcenter
Cloud Services
1 7 (3.45%) Microsoft Azure
2 4 (1.97%) Azure Active Directory
3 2 (0.99%) Amazon AWS
Communications & Networking
1 4 (1.97%) NAS
Database & Business Intelligence
1 41 (20.20%) Data Warehouse
2 33 (16.26%) SQL Server
3 25 (12.32%) SQL Server Reporting Services
4 22 (10.84%) SQL Server Integration Services
5 18 (8.87%) SQL Server Analysis Services
6 15 (7.39%) BusinessObjects
7 12 (5.91%) Big Data
7 12 (5.91%) Relational Database
8 9 (4.43%) SQL Server 2012
8 9 (4.43%) SQL Server 2014
9 8 (3.94%) BusinessObjects Web Intelligence
10 7 (3.45%) SAP BI
10 7 (3.45%) SAP BW
11 6 (2.96%) IBM InfoSphere
11 6 (2.96%) SAP HANA
12 5 (2.46%) Oracle Database
13 4 (1.97%) Data Mining
13 4 (1.97%) MongoDB
13 4 (1.97%) OLAP
13 4 (1.97%) SAP Data Services
Development Applications
1 12 (5.91%) Team Foundation Server
2 10 (4.93%) Visual Studio
3 5 (2.46%) Git (software)
3 5 (2.46%) Jenkins
4 4 (1.97%) CA Gen
4 4 (1.97%) Subversion
5 3 (1.48%) Ant
5 3 (1.48%) Atlassian Bamboo
5 3 (1.48%) Eclipse
5 3 (1.48%) JIRA
5 3 (1.48%) JUnit
5 3 (1.48%) Maven
6 2 (0.99%) Checkstyle
6 2 (0.99%) QUnit
6 2 (0.99%) Selenium
7 1 (0.49%) Bitbucket
7 1 (0.49%) Gradle
7 1 (0.49%) JProfiler
7 1 (0.49%) SoapUI
7 1 (0.49%) SonarQube
General
1 22 (10.84%) Finance
2 9 (4.43%) Retail
3 5 (2.46%) Automotive
4 3 (1.48%) Banking
4 3 (1.48%) Manufacturing
5 2 (0.99%) Law
6 1 (0.49%) Advertising
6 1 (0.49%) General Ledger
6 1 (0.49%) Legal
6 1 (0.49%) Local Government
6 1 (0.49%) Pharmaceutical
Job Titles
1 87 (42.86%) Developer
2 61 (30.05%) Analyst
3 45 (22.17%) Business Analyst
4 25 (12.32%) Architect
5 19 (9.36%) Data Architect
6 17 (8.37%) .NET Developer
7 15 (7.39%) Consultant
8 14 (6.90%) Business Intelligence Developer
9 13 (6.40%) SQL Developer
10 12 (5.91%) Data Analyst
11 11 (5.42%) Data Business Analyst
12 9 (4.43%) Java Developer
13 7 (3.45%) Agile Business Analyst
13 7 (3.45%) Data Quality Analyst
13 7 (3.45%) SSRS Developer
14 5 (2.46%) J2EE Developer
14 5 (2.46%) Java/J2EE Developer
14 5 (2.46%) Oracle Developer
14 5 (2.46%) SSIS Developer
14 5 (2.46%) Technical Analyst
Libraries, Frameworks & Software Standards
1 22 (10.84%) .NET
1 22 (10.84%) XML
2 19 (9.36%) HTML
3 14 (6.90%) ASP.NET
4 13 (6.40%) .NET Framework
4 13 (6.40%) CSS
4 13 (6.40%) J2EE
4 13 (6.40%) MDX
5 12 (5.91%) Web Services
6 11 (5.42%) ASP.NET MVC
7 10 (4.93%) WCF
8 9 (4.43%) XSD
8 9 (4.43%) XSLT
9 8 (3.94%) SOAP
10 7 (3.45%) Apache Cordova
10 7 (3.45%) ASP.NET MVC 4
10 7 (3.45%) PhoneGap
10 7 (3.45%) RESTful
10 7 (3.45%) WinForms
11 4 (1.97%) ASP.NET MVC 5
Miscellaneous
1 11 (5.42%) Data Conversion
2 8 (3.94%) Management Information System
3 6 (2.96%) Statistics
4 5 (2.46%) Visualisation
5 4 (1.97%) Analytical Skills
5 4 (1.97%) Computer Science
5 4 (1.97%) Enterprise Software
6 3 (1.48%) Data Centre
6 3 (1.48%) Data Structures
6 3 (1.48%) User Experience
7 2 (0.99%) Data Integration
7 2 (0.99%) NHS
7 2 (0.99%) Smart Meter
8 1 (0.49%) Client/Server
8 1 (0.49%) Credit Risk
8 1 (0.49%) Mainframe
8 1 (0.49%) Mathematics
8 1 (0.49%) Neural Network
8 1 (0.49%) Physics
8 1 (0.49%) Replication
Operating Systems
1 12 (5.91%) Windows
2 7 (3.45%) Linux
2 7 (3.45%) Unix
3 3 (1.48%) Windows Server
4 2 (0.99%) VME
5 1 (0.49%) AIX
Processes & Methodologies
1 77 (37.93%) Agile Software Development
2 58 (28.57%) Business Intelligence
3 37 (18.23%) ETL
3 37 (18.23%) Migration
4 36 (17.73%) Logical Data Model
4 36 (17.73%) Test Strategy
5 33 (16.26%) Process Improvement
6 28 (13.79%) Use Case
7 26 (12.81%) User Stories
7 26 (12.81%) Waterfall
8 25 (12.32%) Data Migration
9 24 (11.82%) Analytics
9 24 (11.82%) Configuration Management
9 24 (11.82%) Data Analysis
10 23 (11.33%) Problem Management
11 20 (9.85%) Business Analysis
11 20 (9.85%) CRM
12 19 (9.36%) OO
13 18 (8.87%) Data Management
13 18 (8.87%) RUP
Programming Languages
1 64 (31.53%) SQL
2 26 (12.81%) JavaScript
2 26 (12.81%) T-SQL
3 20 (9.85%) Java
4 18 (8.87%) C#
5 11 (5.42%) PL/SQL
6 10 (4.93%) Shell Script
7 5 (2.46%) XAML
8 3 (1.48%) COBOL
8 3 (1.48%) Perl
8 3 (1.48%) PowerShell
8 3 (1.48%) Python
9 2 (0.99%) Korn
10 1 (0.49%) ABAP
10 1 (0.49%) R
10 1 (0.49%) Ruby
10 1 (0.49%) VB
Qualifications
1 8 (3.94%) Degree
2 4 (1.97%) Microsoft Certification
3 3 (1.48%) MCITP
3 3 (1.48%) MCTS
4 2 (0.99%) Security Cleared
5 1 (0.49%) BPSS Clearance
5 1 (0.49%) SC Cleared
Quality Assurance & Compliance
1 27 (13.30%) Data Quality
2 2 (0.99%) Basel II
2 2 (0.99%) Disclosure Scotland
2 2 (0.99%) QA
3 1 (0.49%) HL7
3 1 (0.49%) SLA
System Software
1 12 (5.91%) Active Directory
2 1 (0.49%) Docker
Systems Management
1 1 (0.49%) Grafana
1 1 (0.49%) Graphite
1 1 (0.49%) HP Quality Center
1 1 (0.49%) Puppet
Vendors
1 46 (22.66%) Microsoft
2 21 (10.34%) Pega
3 18 (8.87%) Oracle
4 16 (7.88%) SAP
5 9 (4.43%) WSO2
6 8 (3.94%) Informatica
7 7 (3.45%) Xamarin
8 5 (2.46%) DataFlux
9 4 (1.97%) IBM
9 4 (1.97%) Trillium
10 3 (1.48%) BEA
10 3 (1.48%) Remedy
10 3 (1.48%) ServiceNow
11 2 (0.99%) Endeca
11 2 (0.99%) hybris
11 2 (0.99%) MicroStrategy
11 2 (0.99%) webMethods
12 1 (0.49%) EPiServer
12 1 (0.49%) Serena
12 1 (0.49%) Teradata
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