The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the 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 30 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
30 Mar 2015
Same period 2014 Same period 2013
Data Modeling
Rank 75 46 52
Rank change year-on-year
-29 +6
Contract jobs citing Data Modelling 58 89 58
As % of all contract IT jobs located in Yorkshire 2.15% 3.60% 2.85%
As % of the Processes & Methodologies category 2.72% 4.88% 4.04%
Number of daily rates quoted 43 50 32
Average daily rate
Keep up to 90%
of your Daily Rate
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£400 £350 £325
Average daily rate % change year-on-year
+14.28% +7.69%
90% offered a daily rate of more than £278 £265 £220
10% offered a daily rate of more than £524 £450 £400
UK excluding London average daily rate £425 £413 £390
% change year-on-year
+3.03% +5.76%
Number of hourly rates quoted 0 0 1
Average hourly rate - - £23.50
UK excluding London average hourly rate £40.00 £17.50 £37.80
% change year-on-year
+128.57% -53.70%
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 Yorkshire region.

Processes & Methodologies Category
Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
2129 1823 1434
As % of all contract IT jobs located in Yorkshire 78.88% 73.66% 70.57%
Number of daily rates quoted 1388 1129 731
Average daily rate £370 £338 £345
Average daily rate % change year-on-year
+9.62% -2.17%
90% offered a daily rate of more than £253 £225 £225
10% offered a daily rate of more than £475 £450 £438
UK excluding London average daily rate £396 £375 £363
% change year-on-year
+5.60% +3.44%
Number of hourly rates quoted 53 36 55
Average hourly rate £17.94 £25.00 £21.00
Average hourly rate % change year-on-year
-28.25% +19.04%
90% offered a hourly rate of more than £9.15 £12.21 £11.00
10% offered a hourly rate of more than £36.00 £45.00 £36.30
UK excluding London average hourly rate £31.44 £27.50 £32.00
% change year-on-year
+14.32% -14.06%

Data Modelling
Jobs Demand Trend in Yorkshire

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

Data Modelling Jobs Demand Trend in Yorkshire

Data Modelling
Daily Rate Trend in Yorkshire

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

Data Modelling Daily Rate Trend in Yorkshire

Data Modelling
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Yorkshire region over the 3 months to 30 March 2015.

Data Modelling Daily Rate Histogram in Yorkshire

Data Modelling
Hourly Rate Trend in Yorkshire

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

Data Modelling Hourly Rate Trend in Yorkshire

Data Modelling
Contract Job Locations in 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 Yorkshire region over the 3 months to 30 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
West Yorkshire -31 37 £425 +30.76% 8
South Yorkshire 0 11 £350 -16.66% 5
North Yorkshire -2 6 £425 -13.92% 3
East Yorkshire - - - - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 30 March 2015, IT contractor jobs across the 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 51 (40.16%) SQL
1 51 (40.16%) Business Intelligence
2 49 (38.58%) Oracle
3 33 (25.98%) SAS
4 32 (25.20%) Finance
5 31 (24.41%) Oracle Database 11g
5 31 (24.41%) Oracle Database
6 27 (21.26%) PL/SQL
7 26 (20.47%) Data Warehouse
8 23 (18.11%) SQL Server
9 22 (17.32%) Dimensional Modelling
9 22 (17.32%) Logical Data Model
10 20 (15.75%) Agile Software Development
11 19 (14.96%) ETL
12 18 (14.17%) UML
12 18 (14.17%) Base SAS
13 17 (13.39%) Analytical Skills
14 16 (12.60%) Informatica
15 15 (11.81%) SOA
15 15 (11.81%) Microsoft
15 15 (11.81%) SQL Server Integration Services
16 14 (11.02%) Data Analysis
16 14 (11.02%) Data Mapping
17 13 (10.24%) XML
17 13 (10.24%) Physical Data Model
18 12 (9.45%) .NET
18 12 (9.45%) Java
18 12 (9.45%) Banking
18 12 (9.45%) Retail
19 10 (7.87%) Data Integration

Data Modelling
Top Related IT Skills in Yorkshire by Category

For the 6 months to 30 March 2015, IT contractor jobs across the 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 33 (25.98%) SAS
2 6 (4.72%) Oracle BPEL
3 2 (1.57%) SharePoint
3 2 (1.57%) Oracle SOA Suite
4 1 (0.79%) Joomla!
4 1 (0.79%) NServiceBus
Applications
1 10 (7.87%) MS Excel
2 3 (2.36%) Spreadsheet
3 2 (1.57%) SPSS
4 1 (0.79%) MS Office
Business Applications
1 7 (5.51%) Oracle BPM
2 1 (0.79%) SAP SRM
2 1 (0.79%) Cognos Business Intelligence
Cloud Services
1 1 (0.79%) Microsoft Azure
Database & Business Intelligence
1 31 (24.41%) Oracle Database 11g
1 31 (24.41%) Oracle Database
2 26 (20.47%) Data Warehouse
3 23 (18.11%) SQL Server
4 18 (14.17%) Base SAS
5 15 (11.81%) SQL Server Integration Services
6 9 (7.09%) SQL Server Reporting Services
7 8 (6.30%) Big Data
8 7 (5.51%) SQL Server 2008
9 6 (4.72%) Hadoop
9 6 (4.72%) SQL Server 2012
10 4 (3.15%) Oracle BI EE
10 4 (3.15%) Apache Hive
10 4 (3.15%) DB2
10 4 (3.15%) OLAP
10 4 (3.15%) Oracle Reports
11 3 (2.36%) Relational Database
12 2 (1.57%) SAS Data Integration Studio
12 2 (1.57%) NoSQL
12 2 (1.57%) Cognos Analysis Studio
Development Applications
1 9 (7.09%) ERwin
2 6 (4.72%) NUnit
3 5 (3.94%) Toad
4 3 (2.36%) SpecFlow
5 1 (0.79%) Oracle Forms
5 1 (0.79%) Oracle APEX
5 1 (0.79%) Visual Studio Team System
5 1 (0.79%) Team Foundation Server
General
1 32 (25.20%) Finance
2 12 (9.45%) Banking
2 12 (9.45%) Retail
3 7 (5.51%) Games
4 2 (1.57%) Retail Banking
5 1 (0.79%) Marketing
5 1 (0.79%) Manufacturing
5 1 (0.79%) Publishing
5 1 (0.79%) Front Office
5 1 (0.79%) Back Office
5 1 (0.79%) Telecoms
Job Titles
1 37 (29.13%) Developer
1 37 (29.13%) Analyst
2 22 (17.32%) Architect
2 22 (17.32%) Business Analyst
3 18 (14.17%) Data Modeller
4 16 (12.60%) Data Architect
5 14 (11.02%) SAS Developer
6 10 (7.87%) Designer
7 8 (6.30%) SAS Analyst
7 8 (6.30%) Data Analyst
7 8 (6.30%) Oracle Developer
8 6 (4.72%) SOA Developer
9 5 (3.94%) SOA Designer
10 3 (2.36%) ETL Designer
10 3 (2.36%) Business Intelligence Architect
10 3 (2.36%) ETL Architect
10 3 (2.36%) Informatica Architect
10 3 (2.36%) Financial Services Business Analyst
10 3 (2.36%) Lead Business Analyst
10 3 (2.36%) Financial Business Analyst
Libraries, Frameworks & Software Standards
1 13 (10.24%) XML
2 12 (9.45%) .NET
3 4 (3.15%) ASP.NET
3 4 (3.15%) JSON
4 3 (2.36%) ASP.NET MVC
4 3 (2.36%) XSLT
4 3 (2.36%) HTML
4 3 (2.36%) Web Services
5 2 (1.57%) XSD
5 2 (1.57%) CSS
5 2 (1.57%) SOAP
5 2 (1.57%) REST
5 2 (1.57%) KnockoutJS
5 2 (1.57%) jQuery
6 1 (0.79%) Unity DI Container
6 1 (0.79%) J2EE
6 1 (0.79%) ADO.NET
6 1 (0.79%) J2ME
6 1 (0.79%) J2SE
6 1 (0.79%) Microsoft Enterprise Library
Miscellaneous
1 17 (13.39%) Analytical Skills
2 10 (7.87%) Data Integration
3 7 (5.51%) Online Games
3 7 (5.51%) Algorithms
4 4 (3.15%) Hybrid Cloud
4 4 (3.15%) Life Science
5 3 (2.36%) NHS
5 3 (2.36%) Reference Data
5 3 (2.36%) Management Information System
5 3 (2.36%) Statistics
6 2 (1.57%) Taxonomies
6 2 (1.57%) Replication
6 2 (1.57%) Visualisation
6 2 (1.57%) W3C
7 1 (0.79%) Mainframe
7 1 (0.79%) Credit Risk
7 1 (0.79%) Open Source
7 1 (0.79%) Clustering
7 1 (0.79%) Economics
7 1 (0.79%) Graphic Design
Operating Systems
1 1 (0.79%) Windows
1 1 (0.79%) OS/390
1 1 (0.79%) zOS
1 1 (0.79%) MVS
Processes & Methodologies
1 51 (40.16%) Business Intelligence
2 22 (17.32%) Dimensional Modelling
2 22 (17.32%) Logical Data Model
3 20 (15.75%) Agile Software Development
4 19 (14.96%) ETL
5 18 (14.17%) UML
6 15 (11.81%) SOA
7 14 (11.02%) Data Analysis
7 14 (11.02%) Data Mapping
8 13 (10.24%) Physical Data Model
9 10 (7.87%) Data Security
10 9 (7.09%) Data Management
10 9 (7.09%) Data Architecture
10 9 (7.09%) Enterprise Architecture
11 7 (5.51%) Business Analysis
11 7 (5.51%) Use Case
11 7 (5.51%) TDD
11 7 (5.51%) BPEL
11 7 (5.51%) Workflow
11 7 (5.51%) Migration
Programming Languages
1 51 (40.16%) SQL
2 27 (21.26%) PL/SQL
3 12 (9.45%) Java
4 7 (5.51%) PowerShell
5 4 (3.15%) Ruby
5 4 (3.15%) T-SQL
5 4 (3.15%) C#
6 3 (2.36%) JavaScript
6 3 (2.36%) VBA
7 1 (0.79%) PHP
Qualifications
1 5 (3.94%) Security Cleared
2 3 (2.36%) Degree
3 2 (1.57%) SC Cleared
4 1 (0.79%) MCAD
4 1 (0.79%) MCSD
4 1 (0.79%) ISEB
4 1 (0.79%) Microsoft Certification
4 1 (0.79%) SAP Certification
4 1 (0.79%) PMI Certification
4 1 (0.79%) CIMA
Quality Assurance & Compliance
1 7 (5.51%) Data Quality
2 1 (0.79%) QA
2 1 (0.79%) Solvency II
Systems Management
1 2 (1.57%) HP Quality Center
2 1 (0.79%) Tivoli
2 1 (0.79%) MAINVIEW
Vendors
1 49 (38.58%) Oracle
2 16 (12.60%) Informatica
3 15 (11.81%) Microsoft
4 6 (4.72%) Cognos
4 6 (4.72%) Pega
5 5 (3.94%) IBM
5 5 (3.94%) Teradata
6 4 (3.15%) Embarcadero
7 3 (2.36%) Trillium
7 3 (2.36%) TIBCO
8 2 (1.57%) SAP
9 1 (0.79%) MicroStrategy
9 1 (0.79%) BMC
9 1 (0.79%) Ab Initio
9 1 (0.79%) GoldenSource
9 1 (0.79%) Altova
9 1 (0.79%) hybris
9 1 (0.79%) Venda
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