The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 3 March 2015 with a comparison to the same period in 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.

Location
3 months to
3 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 77 48 35
Rank change year-on-year
-29 -13
Contract jobs citing Data Modelling 34 53 65
As % of all contract IT jobs located in West Yorkshire 1.91% 3.34% 4.57%
As % of the Processes & Methodologies category 2.33% 4.39% 6.13%
Number of daily rates quoted 21 30 37
Average daily rate
Keep up to 90%
of your Daily Rate
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£425 £331 £338
Average daily rate % change year-on-year
+28.30% -1.85%
90% offered a daily rate of more than £313 £270 £245
10% offered a daily rate of more than £600 £425 £400
UK excluding London average daily rate £425 £400 £400
% change year-on-year
+6.25% -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £49.50 £33.00 £37.80
% change year-on-year
+50.00% -12.69%
Data Modelling
Yorkshire

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 Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1461 1208 1061
As % of all contract IT jobs located in West Yorkshire 82.22% 76.07% 74.67%
Number of daily rates quoted 996 751 528
Average daily rate £375 £350 £338
Average daily rate % change year-on-year
+7.14% +3.70%
90% offered a daily rate of more than £265 £250 £200
10% offered a daily rate of more than £500 £459 £425
UK excluding London average daily rate £398 £375 £363
% change year-on-year
+6.25% +3.44%
Number of hourly rates quoted 28 19 35
Average hourly rate £18.00 £19.00 £16.25
Average hourly rate % change year-on-year
-5.26% +16.92%
90% offered a hourly rate of more than £11.40 £12.75 £10.50
10% offered a hourly rate of more than £36.00 £128.75 £147.50
UK excluding London average hourly rate £30.00 £27.50 £31.50
% change year-on-year
+9.09% -12.69%

Data Modelling
Jobs Demand Trend in West Yorkshire

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the West Yorkshire region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in West Yorkshire

Data Modelling
Daily Rate Trend in West Yorkshire

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

Data Modelling Daily Rate Trend in West Yorkshire

Data Modelling
Daily Rate Histogram in West Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the West Yorkshire region over the 3 months to 3 March 2015.

Data Modelling Daily Rate Histogram in West Yorkshire

Data Modelling
Hourly Rate Trend in West Yorkshire

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

Data Modelling Hourly Rate Trend in West Yorkshire

Data Modelling
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the West Yorkshire region over the 3 months to 3 March 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -29 21 £438 +32.22% 3
Halifax 0 6 £450 +60.00%
Bradford -10 3 £325 -3.70% 2
Dewsbury - - - -
Bingley - - - -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 3 March 2015, IT contractor jobs across the West Yorkshire region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 24 (38.10%) Finance
2 20 (31.75%) Oracle
3 17 (26.98%) UML
4 16 (25.40%) SOA
5 15 (23.81%) Business Intelligence
6 13 (20.63%) Microsoft
6 13 (20.63%) XML
7 12 (19.05%) Java
7 12 (19.05%) SQL
8 10 (15.87%) Data Warehouse
8 10 (15.87%) MS Excel
8 10 (15.87%) Retail
8 10 (15.87%) Business Analysis
9 9 (14.29%) Agile Software Development
9 9 (14.29%) SQL Server
9 9 (14.29%) .NET
9 9 (14.29%) Data Integration
10 8 (12.70%) Data Architecture
10 8 (12.70%) Oracle BPM
10 8 (12.70%) Logical Data Model
10 8 (12.70%) Analytical Skills
10 8 (12.70%) Data Management
10 8 (12.70%) Stakeholder Management
11 7 (11.11%) Games
11 7 (11.11%) BPEL
11 7 (11.11%) Stakeholder Analysis
11 7 (11.11%) Master Data Management
11 7 (11.11%) Oracle Database
11 7 (11.11%) Use Case
11 7 (11.11%) Online Games

Data Modelling
Top Related IT Skills in West Yorkshire by Category

For the 6 months to 3 March 2015, IT contractor jobs across the West Yorkshire region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 6 (9.52%) Oracle BPEL
2 2 (3.17%) Oracle SOA Suite
2 2 (3.17%) SharePoint
2 2 (3.17%) SAS
Applications
1 10 (15.87%) MS Excel
2 2 (3.17%) SPSS
3 1 (1.59%) Spreadsheet
3 1 (1.59%) MS Office
Business Applications
1 8 (12.70%) Oracle BPM
2 3 (4.76%) Oracle EBS R12
2 3 (4.76%) Oracle EBS
3 1 (1.59%) Cognos Business Intelligence
Database & Business Intelligence
1 10 (15.87%) Data Warehouse
2 9 (14.29%) SQL Server
3 7 (11.11%) Oracle Database 11g
3 7 (11.11%) Oracle Database
4 6 (9.52%) Hadoop
5 4 (6.35%) Apache Hive
5 4 (6.35%) Big Data
5 4 (6.35%) Relational Database
5 4 (6.35%) SQL Server Reporting Services
5 4 (6.35%) SQL Server Integration Services
6 3 (4.76%) DB2
7 2 (3.17%) OLAP
7 2 (3.17%) MOLAP
7 2 (3.17%) QlikView
7 2 (3.17%) SQL Server Analysis Services
7 2 (3.17%) Oracle BI EE
7 2 (3.17%) ROLAP
7 2 (3.17%) NoSQL
8 1 (1.59%) Business Intelligence Development Studio
8 1 (1.59%) Oracle ODI
Development Applications
1 3 (4.76%) ERwin
2 1 (1.59%) NUnit
2 1 (1.59%) Visual Studio Team System
2 1 (1.59%) Team Foundation Server
General
1 24 (38.10%) Finance
2 10 (15.87%) Retail
3 7 (11.11%) Games
4 5 (7.94%) Banking
5 1 (1.59%) Retail Banking
5 1 (1.59%) Marketing
5 1 (1.59%) Publishing
5 1 (1.59%) Front Office
5 1 (1.59%) Telecoms
Job Titles
1 24 (38.10%) Analyst
2 21 (33.33%) Business Analyst
3 16 (25.40%) Architect
4 11 (17.46%) Data Architect
5 10 (15.87%) Developer
6 6 (9.52%) SOA Developer
7 5 (7.94%) SOA Designer
7 5 (7.94%) Designer
8 4 (6.35%) Consultant
8 4 (6.35%) Data Modeller
9 3 (4.76%) Technical Analyst
9 3 (4.76%) Financial Business Analyst
9 3 (4.76%) Technical Business Analyst
9 3 (4.76%) Author
9 3 (4.76%) Technical Author
9 3 (4.76%) Solutions Architect
9 3 (4.76%) Data Analyst
9 3 (4.76%) Oracle Architect
9 3 (4.76%) Financial Services Business Analyst
9 3 (4.76%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 13 (20.63%) XML
2 9 (14.29%) .NET
3 3 (4.76%) Web Services
3 3 (4.76%) XSLT
4 2 (3.17%) JSON
4 2 (3.17%) Middleware
4 2 (3.17%) SOAP
4 2 (3.17%) XSD
4 2 (3.17%) REST
5 1 (1.59%) Unity DI Container
5 1 (1.59%) Oracle GoldenGate
5 1 (1.59%) J2EE
5 1 (1.59%) ADO.NET
5 1 (1.59%) ASP.NET
5 1 (1.59%) Microsoft Enterprise Library
5 1 (1.59%) Java ME
5 1 (1.59%) Java SE
5 1 (1.59%) Java EE
5 1 (1.59%) WCF
5 1 (1.59%) WPF
Miscellaneous
1 9 (14.29%) Data Integration
2 8 (12.70%) Analytical Skills
3 7 (11.11%) Online Games
4 3 (4.76%) Reference Data
4 3 (4.76%) NHS
4 3 (4.76%) Statistics
5 2 (3.17%) Taxonomies
5 2 (3.17%) Replication
5 2 (3.17%) Visualisation
6 1 (1.59%) PMI
6 1 (1.59%) Clustering
6 1 (1.59%) Economics
6 1 (1.59%) Graphic Design
6 1 (1.59%) Mathematics
6 1 (1.59%) Applied Mathematics
6 1 (1.59%) Credit Risk
Operating Systems
1 1 (1.59%) Windows
Processes & Methodologies
1 17 (26.98%) UML
2 16 (25.40%) SOA
3 15 (23.81%) Business Intelligence
4 10 (15.87%) Business Analysis
5 9 (14.29%) Agile Software Development
6 8 (12.70%) Data Management
6 8 (12.70%) Stakeholder Management
6 8 (12.70%) Data Architecture
6 8 (12.70%) Logical Data Model
7 7 (11.11%) Stakeholder Analysis
7 7 (11.11%) Master Data Management
7 7 (11.11%) Use Case
7 7 (11.11%) BPEL
8 6 (9.52%) Workflow
8 6 (9.52%) ERP
8 6 (9.52%) Release Management
8 6 (9.52%) Enterprise Architecture
8 6 (9.52%) Reverse Engineering
9 5 (7.94%) Physical Data Model
9 5 (7.94%) ETL
Programming Languages
1 12 (19.05%) Java
1 12 (19.05%) SQL
2 4 (6.35%) Ruby
3 2 (3.17%) C#
3 2 (3.17%) VBA
4 1 (1.59%) JavaScript
4 1 (1.59%) PL/SQL
Qualifications
1 3 (4.76%) Degree
2 1 (1.59%) Security Cleared
2 1 (1.59%) VCP4
2 1 (1.59%) ISEB
2 1 (1.59%) PMI Certification
Quality Assurance & Compliance
1 2 (3.17%) Data Quality
2 1 (1.59%) Solvency II
Systems Management
1 1 (1.59%) HP Quality Center
Vendors
1 20 (31.75%) Oracle
2 13 (20.63%) Microsoft
3 6 (9.52%) Pega
4 4 (6.35%) Informatica
5 3 (4.76%) TIBCO
5 3 (4.76%) Trillium
6 1 (1.59%) IBM
6 1 (1.59%) Cognos
6 1 (1.59%) Altova
6 1 (1.59%) hybris
6 1 (1.59%) Venda