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 24 December 2014 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
24 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 71 52 39
Rank change year-on-year
-19 -13
Contract jobs citing Data Modelling 36 41 71
As % of all contract IT jobs located in West Yorkshire 1.96% 2.56% 4.33%
As % of the Processes & Methodologies category 2.50% 3.34% 5.84%
Number of daily rates quoted 26 25 44
Average daily rate
Keep up to 90%
of your Daily Rate
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£435 £338 £300
Average daily rate % change year-on-year
+28.88% +12.50%
90% offered a daily rate of more than £288 £275 £240
10% offered a daily rate of more than £538 £425 £425
UK excluding London average daily rate £438 £380 £375
% change year-on-year
+15.13% +1.33%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £68.50 £36.00 £36.00
% change year-on-year
+90.27% -
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
1441 1228 1215
As % of all contract IT jobs located in West Yorkshire 78.32% 76.70% 74.09%
Number of daily rates quoted 995 757 627
Average daily rate £388 £340 £331
Average daily rate % change year-on-year
+13.97% +2.64%
90% offered a daily rate of more than £275 £250 £215
10% offered a daily rate of more than £538 £463 £425
UK excluding London average daily rate £388 £370 £365
% change year-on-year
+4.72% +1.36%
Number of hourly rates quoted 25 17 42
Average hourly rate £16.00 £20.50 £18.00
Average hourly rate % change year-on-year
-21.95% +13.88%
90% offered a hourly rate of more than £9.85 £12.80 £9.60
10% offered a hourly rate of more than £36.00 £167.50 £114.00
UK excluding London average hourly rate £25.00 £27.00 £30.00
% change year-on-year
-7.40% -10.00%

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 24 December 2014.

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 24 December 2014. 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 -21 23 £435 +24.28% 3
Halifax - 5 £450 -
Bradford -18 1 £300 +5.26%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 24 December 2014, 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 30 (31.25%) Business Intelligence
2 28 (29.17%) Oracle
3 25 (26.04%) Logical Data Model
4 24 (25.00%) SQL
5 22 (22.92%) SQL Server
6 21 (21.88%) Finance
7 20 (20.83%) SOA
7 20 (20.83%) Physical Data Model
8 18 (18.75%) Data Warehouse
9 17 (17.71%) XML
9 17 (17.71%) Data Management
10 15 (15.63%) UML
10 15 (15.63%) Master Data Management
11 14 (14.58%) ETL
12 12 (12.50%) Microsoft
12 12 (12.50%) MS Excel
12 12 (12.50%) Java
12 12 (12.50%) Oracle Database
12 12 (12.50%) Data Governance
12 12 (12.50%) Analytical Skills
12 12 (12.50%) Business Analysis
12 12 (12.50%) Oracle Database 11g
13 11 (11.46%) Oracle BI EE
13 11 (11.46%) Oracle ODI
13 11 (11.46%) Relational Database
13 11 (11.46%) SQL Server Reporting Services
14 10 (10.42%) Retail
14 10 (10.42%) Data Security
14 10 (10.42%) .NET
14 10 (10.42%) CRM

Data Modelling
Top Related IT Skills in West Yorkshire by Category

For the 6 months to 24 December 2014, 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 5 (5.21%) SharePoint
2 4 (4.17%) Oracle BPEL
3 2 (2.08%) Oracle SOA Suite
4 1 (1.04%) WordPress
4 1 (1.04%) SAS
4 1 (1.04%) Apache
4 1 (1.04%) Tomcat
Applications
1 12 (12.50%) MS Excel
2 5 (5.21%) Spreadsheet
2 5 (5.21%) MS Office
Business Applications
1 7 (7.29%) Oracle BPM
2 4 (4.17%) Oracle EBS
2 4 (4.17%) Oracle EBS R12
Communications & Networking
1 2 (2.08%) PuTTY
2 1 (1.04%) HTTP
2 1 (1.04%) OpenLDAP
Database & Business Intelligence
1 22 (22.92%) SQL Server
2 18 (18.75%) Data Warehouse
3 12 (12.50%) Oracle Database 11g
3 12 (12.50%) Oracle Database
4 11 (11.46%) Oracle ODI
4 11 (11.46%) Relational Database
4 11 (11.46%) Oracle BI EE
4 11 (11.46%) SQL Server Reporting Services
5 10 (10.42%) QlikView
6 7 (7.29%) Oracle BI Publisher
6 7 (7.29%) OLTP
6 7 (7.29%) Oracle Reports
6 7 (7.29%) DB2
7 6 (6.25%) Oracle OWB
8 5 (5.21%) SQL Server Integration Services
9 4 (4.17%) Hadoop
9 4 (4.17%) Apache Hive
9 4 (4.17%) Big Data
10 3 (3.13%) SQL Server Analysis Services
10 3 (3.13%) PostgreSQL
Development Applications
1 2 (2.08%) Toad
1 2 (2.08%) QuickTest Pro
1 2 (2.08%) ERwin
2 1 (1.04%) JMeter
2 1 (1.04%) NUnit
2 1 (1.04%) Visual Studio Team System
2 1 (1.04%) Team Foundation Server
General
1 21 (21.88%) Finance
2 10 (10.42%) Retail
3 7 (7.29%) Games
4 3 (3.13%) Banking
5 2 (2.08%) Marketing
6 1 (1.04%) Telecoms
6 1 (1.04%) Legal
Job Titles
1 31 (32.29%) Analyst
2 27 (28.13%) Architect
3 21 (21.88%) Developer
4 19 (19.79%) Business Analyst
5 12 (12.50%) Data Architect
6 10 (10.42%) Designer
7 7 (7.29%) Solutions Architect
8 6 (6.25%) OBIEE Developer
9 5 (5.21%) SOA Designer
9 5 (5.21%) Senior Developer
9 5 (5.21%) Solutions Designer
9 5 (5.21%) Consultant
10 4 (4.17%) OBIEE Consultant
10 4 (4.17%) Oracle Architect
10 4 (4.17%) SOA Developer
11 3 (3.13%) Oracle Solutions Architect
11 3 (3.13%) Senior Designer
11 3 (3.13%) Financial Services Business Analyst
11 3 (3.13%) Financial Business Analyst
11 3 (3.13%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 17 (17.71%) XML
2 10 (10.42%) .NET
3 7 (7.29%) XSLT
4 5 (5.21%) Web Services
5 3 (3.13%) Middleware
6 1 (1.04%) Hibernate
6 1 (1.04%) Microsoft Enterprise Library
6 1 (1.04%) Java ME
6 1 (1.04%) Java SE
6 1 (1.04%) Java EE
6 1 (1.04%) Velocity
6 1 (1.04%) WCF
6 1 (1.04%) WPF
6 1 (1.04%) Unity DI Container
6 1 (1.04%) J2ME
6 1 (1.04%) J2SE
6 1 (1.04%) J2EE
6 1 (1.04%) ADO.NET
6 1 (1.04%) ASP.NET
Miscellaneous
1 12 (12.50%) Analytical Skills
2 9 (9.38%) Data Structures
3 8 (8.33%) Data Integration
4 7 (7.29%) Online Games
5 3 (3.13%) Reference Data
5 3 (3.13%) Management Information System
6 2 (2.08%) NHS
6 2 (2.08%) Statistics
7 1 (1.04%) Credit Risk
7 1 (1.04%) PMI
7 1 (1.04%) Clustering
7 1 (1.04%) Open Source
7 1 (1.04%) Algorithms
Operating Systems
1 3 (3.13%) UNIX
2 2 (2.08%) Windows
Processes & Methodologies
1 30 (31.25%) Business Intelligence
2 25 (26.04%) Logical Data Model
3 20 (20.83%) Physical Data Model
3 20 (20.83%) SOA
4 17 (17.71%) Data Management
5 15 (15.63%) UML
5 15 (15.63%) Master Data Management
6 14 (14.58%) ETL
7 12 (12.50%) Business Analysis
7 12 (12.50%) Data Governance
8 10 (10.42%) CRM
8 10 (10.42%) Data Security
9 9 (9.38%) Use Case
9 9 (9.38%) Stakeholder Management
10 8 (8.33%) ERP
11 7 (7.29%) Migration
11 7 (7.29%) Data Stewardship
11 7 (7.29%) Data Architecture
11 7 (7.29%) Information Assurance
11 7 (7.29%) Load Balancing
Programming Languages
1 24 (25.00%) SQL
2 12 (12.50%) Java
3 5 (5.21%) Ruby
4 4 (4.17%) C#
5 3 (3.13%) PL/SQL
6 2 (2.08%) PHP
7 1 (1.04%) JavaScript
7 1 (1.04%) VBA
7 1 (1.04%) Shell Script
Qualifications
1 6 (6.25%) Degree
2 2 (2.08%) ISEB
3 1 (1.04%) PMI Certification
3 1 (1.04%) ISTQB
3 1 (1.04%) Security Cleared
3 1 (1.04%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 7 (7.29%) Data Quality
2 2 (2.08%) QA
System Software
1 1 (1.04%) Active Directory
Systems Management
1 2 (2.08%) HP Quality Center
1 2 (2.08%) Oracle EDQ
Vendors
1 28 (29.17%) Oracle
2 12 (12.50%) Microsoft
3 4 (4.17%) Informatica
3 4 (4.17%) Trillium
3 4 (4.17%) Pega
4 3 (3.13%) TIBCO
5 1 (1.04%) Capita
5 1 (1.04%) Red Hat
5 1 (1.04%) IBM
5 1 (1.04%) Business Objects
5 1 (1.04%) Cognos
5 1 (1.04%) hybris
5 1 (1.04%) Venda
5 1 (1.04%) Tableau