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 24 October 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 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 53 98 107
Rank change year-on-year
+45 +9
Contract jobs citing Data Modelling 98 34 30
As % of all contract IT jobs located in the North West 3.02% 1.21% 0.97%
As % of the Processes & Methodologies category 4.10% 1.65% 1.47%
Number of daily rates quoted 70 20 9
Average daily rate
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£425 £350 £488
Average daily rate % change year-on-year
+21.42% -28.20%
90% offered a daily rate of more than £312 £238 £392
10% offered a daily rate of more than £503 £550 £505
UK excluding London average daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 3 0 2
Average hourly rate £78.00 - £51.00
UK excluding London average hourly rate £67.00 £30.00 £36.00
% change year-on-year
+123.33% -16.66%
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
2389 2060 2046
As % of all contract IT jobs located in the North West 73.64% 73.23% 65.85%
Number of daily rates quoted 1400 994 1040
Average daily rate £378 £335 £350
Average daily rate % change year-on-year
+12.68% -4.28%
90% offered a daily rate of more than £263 £245 £225
10% offered a daily rate of more than £535 £500 £488
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 113 128 89
Average hourly rate £30.25 £22.50 £22.50
Average hourly rate % change year-on-year
+34.44% -
90% offered a hourly rate of more than £13.00 £13.67 £12.50
10% offered a hourly rate of more than £78.00 £44.90 £51.00
UK excluding London average hourly rate £25.38 £29.00 £26.90
% change year-on-year
-12.50% +7.80%

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 24 October 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 24 October 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 24 October 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
Cheshire +29 38 £375 +25.00% 2
Lancashire +3 26 £450 -18.18% 3
Manchester +6 20 £400 +46.78% 5
Merseyside -2 3 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 24 October 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 83 (43.01%) Oracle
2 67 (34.72%) SQL
3 58 (30.05%) ETL
4 55 (28.50%) Data Warehouse
5 53 (27.46%) Analytical Skills
6 43 (22.28%) Migration
6 43 (22.28%) Microsoft
6 43 (22.28%) Data Architecture
7 42 (21.76%) Business Intelligence
8 41 (21.24%) SQL Server
9 36 (18.65%) Informatica
10 33 (17.10%) ERwin
10 33 (17.10%) Data Integration
11 32 (16.58%) Finance
12 30 (15.54%) PL/SQL
13 27 (13.99%) Oracle Database
14 24 (12.44%) PowerCenter
14 24 (12.44%) Reference Data
14 24 (12.44%) Security Cleared
15 23 (11.92%) Management Information System
15 23 (11.92%) Stakeholder Management
16 22 (11.40%) Dimensional Modelling
17 20 (10.36%) Business Analysis
17 20 (10.36%) SQL Server Integration Services
17 20 (10.36%) Web Services
17 20 (10.36%) CRM
18 19 (9.84%) Oracle EBS
18 19 (9.84%) Shell Script
18 19 (9.84%) Data Migration
18 19 (9.84%) Oracle Database 11g

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

For the 6 months to 24 October 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 10 (5.18%) SAS
2 9 (4.66%) SharePoint
3 6 (3.11%) ArcGIS
3 6 (3.11%) Oracle Workflow
4 1 (0.52%) ArcSDE
4 1 (0.52%) SharePoint 2010
4 1 (0.52%) CICS
4 1 (0.52%) BizTalk Server
Applications
1 14 (7.25%) MS Excel
2 10 (5.18%) MS PowerPoint
3 5 (2.59%) MS Visio
4 4 (2.07%) MS Project
5 2 (1.04%) PowerPivot
Business Applications
1 19 (9.84%) Oracle EBS
2 6 (3.11%) Dynamics CRM
3 3 (1.55%) Oracle Retail
3 3 (1.55%) Academy Housing
4 1 (0.52%) SAP HR
4 1 (0.52%) Summit
4 1 (0.52%) Cognos TM1
4 1 (0.52%) Cognos Business Intelligence
4 1 (0.52%) SAP HCM
Communications & Networking
1 9 (4.66%) WAN
2 1 (0.52%) Internet
2 1 (0.52%) MGCP
2 1 (0.52%) H.323
2 1 (0.52%) Cisco ICM
2 1 (0.52%) LAN
Database & Business Intelligence
1 55 (28.50%) Data Warehouse
2 41 (21.24%) SQL Server
3 27 (13.99%) Oracle Database
4 24 (12.44%) PowerCenter
5 20 (10.36%) SQL Server Integration Services
6 19 (9.84%) Oracle Database 11g
7 17 (8.81%) SQL Server Analysis Services
8 13 (6.74%) Oracle Database 10g
9 12 (6.22%) Relational Database
10 11 (5.70%) Oracle Reports
10 11 (5.70%) SQL Server Reporting Services
11 10 (5.18%) QlikView
11 10 (5.18%) OLAP
12 9 (4.66%) OLTP
12 9 (4.66%) RDBMS
13 7 (3.63%) DB2
13 7 (3.63%) BusinessObjects XI
14 6 (3.11%) Base SAS
14 6 (3.11%) SQL Server 2008
15 5 (2.59%) Oracle BI EE
Development Applications
1 33 (17.10%) ERwin
2 9 (4.66%) Rational Rose
3 6 (3.11%) Talend Open Studio
3 6 (3.11%) SQL Server Management Studio (SSMS)
4 1 (0.52%) Visual Studio
4 1 (0.52%) Team Foundation Server
4 1 (0.52%) PowerDesigner
General
1 32 (16.58%) Finance
2 13 (6.74%) Retail
3 7 (3.63%) Banking
4 6 (3.11%) Telecoms
5 5 (2.59%) Billing
6 4 (2.07%) Marketing
7 2 (1.04%) Aerospace
8 1 (0.52%) Legal
8 1 (0.52%) Financial Institution
8 1 (0.52%) Retail Banking
Job Titles
1 60 (31.09%) Analyst
2 50 (25.91%) Developer
3 39 (20.21%) Architect
4 32 (16.58%) Business Analyst
5 23 (11.92%) Technical Architect
6 18 (9.33%) Data Analyst
7 14 (7.25%) Data Modeller
8 11 (5.70%) Data Architect
9 10 (5.18%) DBA
9 10 (5.18%) Business Intelligence Developer
10 9 (4.66%) Consultant
11 8 (4.15%) Systems Analyst
11 8 (4.15%) Informatica Developer
11 8 (4.15%) SQL Developer
12 7 (3.63%) SAS Developer
12 7 (3.63%) QlikView Developer
13 6 (3.11%) Designer
14 5 (2.59%) Senior DBA
14 5 (2.59%) GIS Developer
14 5 (2.59%) Business Systems Analyst
Libraries, Frameworks & Software Standards
1 20 (10.36%) Web Services
2 10 (5.18%) .NET
3 8 (4.15%) Middleware
4 6 (3.11%) Velocity
4 6 (3.11%) ASP.NET
5 5 (2.59%) WCF
6 3 (1.55%) HTML
7 2 (1.04%) Oracle Fusion
Miscellaneous
1 53 (27.46%) Analytical Skills
2 33 (17.10%) Data Integration
3 24 (12.44%) Reference Data
4 23 (11.92%) Management Information System
5 10 (5.18%) NHS
5 10 (5.18%) Enterprise Software
6 8 (4.15%) Data Structures
6 8 (4.15%) Algorithms
7 6 (3.11%) Client/Server
7 6 (3.11%) GIS
8 4 (2.07%) Data Extraction
9 3 (1.55%) CMDB
10 1 (0.52%) Visualisation
10 1 (0.52%) Mainframe
10 1 (0.52%) IVR
10 1 (0.52%) Statistics
10 1 (0.52%) Mathematics
Operating Systems
1 17 (8.81%) UNIX
2 15 (7.77%) Windows
3 8 (4.15%) MVS
4 4 (2.07%) Linux
5 1 (0.52%) Windows 2000
5 1 (0.52%) Windows NT
Processes & Methodologies
1 58 (30.05%) ETL
2 43 (22.28%) Migration
2 43 (22.28%) Data Architecture
3 42 (21.76%) Business Intelligence
4 23 (11.92%) Stakeholder Management
5 22 (11.40%) Dimensional Modelling
6 20 (10.36%) Business Analysis
6 20 (10.36%) CRM
7 19 (9.84%) Data Migration
8 17 (8.81%) Data Analysis
9 14 (7.25%) Workflow
9 14 (7.25%) UML
10 13 (6.74%) Data Mapping
11 12 (6.22%) EAI
11 12 (6.22%) Information Security
12 11 (5.70%) Systems Analysis
13 10 (5.18%) Agile Software Development
13 10 (5.18%) ITIL
13 10 (5.18%) PRINCE
13 10 (5.18%) Business Transformation
Programming Languages
1 67 (34.72%) SQL
2 30 (15.54%) PL/SQL
3 19 (9.84%) Shell Script
4 8 (4.15%) JavaScript
5 6 (3.11%) T-SQL
6 5 (2.59%) Java
6 5 (2.59%) Python
7 1 (0.52%) VB
7 1 (0.52%) PHP
7 1 (0.52%) C#
7 1 (0.52%) COBOL
Qualifications
1 24 (12.44%) Security Cleared
2 15 (7.77%) SC Cleared
3 14 (7.25%) Degree
4 8 (4.15%) ITIL Certification
5 7 (3.63%) ISEB
6 3 (1.55%) DV Cleared
7 2 (1.04%) Microsoft Certification
7 2 (1.04%) MCITP
8 1 (0.52%) ISTQB
8 1 (0.52%) MCTS
8 1 (0.52%) MCP
8 1 (0.52%) MCSD
8 1 (0.52%) MCDBA
Quality Assurance & Compliance
1 1 (0.52%) ISO 9001
1 1 (0.52%) ISO 14001
Systems Management
1 1 (0.52%) Cisco UCCE
1 1 (0.52%) Cisco CUCM
Vendors
1 83 (43.01%) Oracle
2 43 (22.28%) Microsoft
3 36 (18.65%) Informatica
4 18 (9.33%) CA
5 8 (4.15%) Business Objects
6 7 (3.63%) Teradata
7 6 (3.11%) Talend
7 6 (3.11%) SAP
8 5 (2.59%) Cognos
9 3 (1.55%) Siebel
9 3 (1.55%) Cisco
9 3 (1.55%) ServiceNow
10 2 (1.04%) IBM
11 1 (0.52%) Intel
11 1 (0.52%) Trillium
11 1 (0.52%) ESRI
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