The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the North West region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 27 November 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
27 Nov 2014
Same period 2013 Same period 2012
Data Modeling
Rank 63 86 111
Rank change year-on-year
+23 +25
Contract jobs citing Data Modelling 76 45 29
As % of all contract IT jobs located in the North West 2.37% 1.63% 0.94%
As % of the Processes & Methodologies category 3.21% 2.21% 1.44%
Number of daily rates quoted 55 26 12
Average daily rate
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£450 £331 £413
Average daily rate % change year-on-year
+35.84% -19.69%
90% offered a daily rate of more than £330 £273 £325
10% offered a daily rate of more than £500 £413 £500
UK excluding London average daily rate £440 £400 £375
% change year-on-year
+10.00% +6.66%
Number of hourly rates quoted 2 1 0
Average hourly rate £74.50 £190.00 -
Average hourly rate % change year-on-year
-60.78% -
UK excluding London average hourly rate £74.50 £32.10 £36.00
% change year-on-year
+132.08% -10.83%
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 North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2365 2035 2019
As % of all contract IT jobs located in the North West 73.79% 73.92% 65.62%
Number of daily rates quoted 1392 1012 1020
Average daily rate £375 £350 £350
Average daily rate % change year-on-year
+7.14% -
90% offered a daily rate of more than £250 £238 £225
10% offered a daily rate of more than £525 £475 £488
UK excluding London average daily rate £388 £363 £370
% change year-on-year
+6.89% -2.02%
Number of hourly rates quoted 104 109 83
Average hourly rate £28.00 £22.88 £22.50
Average hourly rate % change year-on-year
+22.40% +1.66%
90% offered a hourly rate of more than £13.50 £13.67 £12.82
10% offered a hourly rate of more than £67.00 £44.90 £75.00
UK excluding London average hourly rate £25.00 £27.50 £30.00
% change year-on-year
-9.09% -8.33%

Data Modelling
Jobs Demand Trend in the North West

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

Data Modelling Jobs Demand Trend in the North West

Data Modelling
Daily Rate Trend in the North West

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

Data Modelling Daily Rate Trend in the North West

Data Modelling
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the North West region over the 3 months to 27 November 2014.

Data Modelling Daily Rate Histogram in the North West

Data Modelling
Hourly Rate Trend in the North West

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

Data Modelling Hourly Rate Trend in the North West

Data Modelling
Hourly Rate Histogram in the North West

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the North West region over the 3 months to 27 November 2014.

Data Modelling Hourly Rate Histogram in the North West

Data Modelling
Contract Job Locations in the North West

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 North West region over the 3 months to 27 November 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
Lancashire - 35 £450 - 2
Manchester -4 19 £400 +46.78% 8
Cheshire -7 11 £380 +3.75% 4
Merseyside -1 3 - - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 27 November 2014, IT contractor jobs across the North West 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 77 (44.00%) Oracle
2 72 (41.14%) SQL
3 56 (32.00%) Business Intelligence
4 46 (26.29%) ETL
5 43 (24.57%) Data Warehouse
6 39 (22.29%) Analytical Skills
7 38 (21.71%) SQL Server
8 35 (20.00%) Migration
9 34 (19.43%) Informatica
9 34 (19.43%) Oracle Database
10 32 (18.29%) Microsoft
10 32 (18.29%) PL/SQL
10 32 (18.29%) Dimensional Modelling
11 27 (15.43%) ERwin
12 26 (14.86%) Finance
12 26 (14.86%) Oracle Database 11g
12 26 (14.86%) Data Architecture
13 23 (13.14%) Security Cleared
14 21 (12.00%) SAS
15 20 (11.43%) SQL Server Integration Services
16 19 (10.86%) Data Analysis
16 19 (10.86%) Data Integration
16 19 (10.86%) PowerCenter
17 17 (9.71%) Business Analysis
18 16 (9.14%) SQL Server Analysis Services
18 16 (9.14%) Management Information System
18 16 (9.14%) Algorithms
19 15 (8.57%) Base SAS
19 15 (8.57%) Data Migration
20 14 (8.00%) SC Cleared

Data Modelling
Top Related IT Skills in the North West by Category

For the 6 months to 27 November 2014, IT contractor jobs across the North West 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 21 (12.00%) SAS
2 6 (3.43%) ArcGIS
2 6 (3.43%) SharePoint
3 1 (0.57%) ArcSDE
3 1 (0.57%) SharePoint 2010
3 1 (0.57%) BizTalk Server
3 1 (0.57%) CICS
3 1 (0.57%) Oracle Workflow
Applications
1 14 (8.00%) MS Excel
2 10 (5.71%) MS PowerPoint
3 5 (2.86%) MS Visio
4 4 (2.29%) MS Project
5 3 (1.71%) PowerPivot
5 3 (1.71%) Mathematica
Business Applications
1 14 (8.00%) Oracle EBS
2 7 (4.00%) Cognos Business Intelligence
3 3 (1.71%) Oracle Retail
3 3 (1.71%) Dynamics CRM
3 3 (1.71%) Academy Housing
4 1 (0.57%) Cognos TM1
4 1 (0.57%) Summit
4 1 (0.57%) SAP HCM
4 1 (0.57%) SAP HR
Communications & Networking
1 4 (2.29%) Internet
1 4 (2.29%) WAN
2 1 (0.57%) Cisco ICM
2 1 (0.57%) LAN
2 1 (0.57%) MGCP
2 1 (0.57%) H.323
Database & Business Intelligence
1 43 (24.57%) Data Warehouse
2 38 (21.71%) SQL Server
3 34 (19.43%) Oracle Database
4 26 (14.86%) Oracle Database 11g
5 20 (11.43%) SQL Server Integration Services
6 19 (10.86%) PowerCenter
7 16 (9.14%) SQL Server Analysis Services
8 15 (8.57%) Base SAS
9 14 (8.00%) SQL Server Reporting Services
9 14 (8.00%) Oracle Reports
10 11 (6.29%) QlikView
11 10 (5.71%) OLAP
11 10 (5.71%) Oracle Database 10g
12 9 (5.14%) OLTP
13 8 (4.57%) Relational Database
14 7 (4.00%) SQL Server 2008
15 6 (3.43%) RDBMS
15 6 (3.43%) Cognos Report Studio
15 6 (3.43%) Cognos Framework Manager
16 5 (2.86%) Cognos Transformer
Development Applications
1 27 (15.43%) ERwin
2 9 (5.14%) Rational Rose
3 4 (2.29%) SQL Server Management Studio (SSMS)
4 3 (1.71%) Talend Open Studio
5 2 (1.14%) Team Foundation Server
6 1 (0.57%) PowerDesigner
6 1 (0.57%) Visual Studio
General
1 26 (14.86%) Finance
2 12 (6.86%) Retail
3 7 (4.00%) Banking
4 5 (2.86%) Telecoms
5 3 (1.71%) Marketing
5 3 (1.71%) Aerospace
6 1 (0.57%) Retail Banking
6 1 (0.57%) Financial Institution
6 1 (0.57%) Legal
Job Titles
1 59 (33.71%) Developer
2 52 (29.71%) Analyst
3 26 (14.86%) Architect
3 26 (14.86%) Business Analyst
4 16 (9.14%) SAS Developer
4 16 (9.14%) Data Analyst
5 14 (8.00%) Data Modeller
6 11 (6.29%) Business Intelligence Developer
6 11 (6.29%) Technical Architect
7 8 (4.57%) Consultant
7 8 (4.57%) Systems Analyst
7 8 (4.57%) DBA
7 8 (4.57%) SQL Developer
8 7 (4.00%) QlikView Developer
8 7 (4.00%) Informatica Developer
9 6 (3.43%) Data Architect
9 6 (3.43%) Designer
10 5 (2.86%) GIS Developer
10 5 (2.86%) Cognos Developer
10 5 (2.86%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (7.43%) Web Services
2 10 (5.71%) .NET
3 6 (3.43%) ASP.NET
4 5 (2.86%) WCF
5 2 (1.14%) Oracle Fusion
6 1 (0.57%) Velocity
6 1 (0.57%) MDX
6 1 (0.57%) Middleware
Miscellaneous
1 39 (22.29%) Analytical Skills
2 19 (10.86%) Data Integration
3 16 (9.14%) Management Information System
3 16 (9.14%) Algorithms
4 11 (6.29%) Reference Data
5 10 (5.71%) NHS
6 7 (4.00%) Enterprise Software
7 6 (3.43%) GIS
7 6 (3.43%) Client/Server
8 5 (2.86%) Data Structures
8 5 (2.86%) Data Extraction
9 4 (2.29%) Clustering
10 3 (1.71%) Internet of Things
10 3 (1.71%) Mobile App
10 3 (1.71%) Computer Science
11 2 (1.14%) Mathematics
11 2 (1.14%) Statistics
12 1 (0.57%) Visualisation
12 1 (0.57%) Mainframe
12 1 (0.57%) IVR
Operating Systems
1 10 (5.71%) Windows
2 7 (4.00%) UNIX
3 2 (1.14%) Linux
4 1 (0.57%) Windows 2000
4 1 (0.57%) Windows NT
Processes & Methodologies
1 56 (32.00%) Business Intelligence
2 46 (26.29%) ETL
3 35 (20.00%) Migration
4 32 (18.29%) Dimensional Modelling
5 26 (14.86%) Data Architecture
6 19 (10.86%) Data Analysis
7 17 (9.71%) Business Analysis
8 15 (8.57%) Data Migration
9 14 (8.00%) Agile Software Development
9 14 (8.00%) Stakeholder Management
9 14 (8.00%) Physical Data Model
10 13 (7.43%) Data Security
10 13 (7.43%) Data Mapping
11 11 (6.29%) Systems Analysis
12 10 (5.71%) Business Transformation
13 9 (5.14%) UML
13 9 (5.14%) Information Security
14 8 (4.57%) ITIL
14 8 (4.57%) EAI
15 7 (4.00%) E-Commerce
Programming Languages
1 72 (41.14%) SQL
2 32 (18.29%) PL/SQL
3 14 (8.00%) Shell Script
4 7 (4.00%) T-SQL
5 6 (3.43%) Java
6 5 (2.86%) JavaScript
6 5 (2.86%) Python
7 3 (1.71%) R
7 3 (1.71%) C
7 3 (1.71%) MATLAB
8 1 (0.57%) C#
8 1 (0.57%) COBOL
8 1 (0.57%) PHP
8 1 (0.57%) VB
Qualifications
1 23 (13.14%) Security Cleared
2 14 (8.00%) SC Cleared
3 10 (5.71%) Degree
4 6 (3.43%) ISEB
5 5 (2.86%) ITIL Certification
6 4 (2.29%) DV Cleared
7 3 (1.71%) PhD
8 2 (1.14%) Microsoft Certification
8 2 (1.14%) MCITP
9 1 (0.57%) MCTS
9 1 (0.57%) MCP
9 1 (0.57%) MCSD
9 1 (0.57%) MCDBA
Quality Assurance & Compliance
1 1 (0.57%) ISO 9001
1 1 (0.57%) ISO 14001
Systems Management
1 1 (0.57%) Cisco CUCM
1 1 (0.57%) Cisco UCCE
Vendors
1 77 (44.00%) Oracle
2 34 (19.43%) Informatica
3 32 (18.29%) Microsoft
4 11 (6.29%) CA
4 11 (6.29%) Cognos
5 7 (4.00%) SAP
6 6 (3.43%) Teradata
7 4 (2.29%) Cisco
8 3 (1.71%) Talend
8 3 (1.71%) IBM
8 3 (1.71%) Business Objects
8 3 (1.71%) Siebel
9 2 (1.14%) Trillium
10 1 (0.57%) Intel
10 1 (0.57%) ESRI
Cheshire
Staffworx Ltd
Rate: excellent daily rate
Posted: 16 hours ago
Manchester, Lancashire
Vertical IT
Posted: 22 hours ago
Manchester, Lancashire
LA International
Rate: Negotiable
Posted: 5 days ago
Liverpool, Merseyside
Evolution Recruitment Solutions
Posted: 5 days ago