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 19 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
19 Dec 2014
Same period 2013 Same period 2012
Data Modeling
Rank 68 80 97
Rank change year-on-year
+12 +17
Contract jobs citing Data Modelling 77 56 36
As % of all contract IT jobs located in the North West 2.38% 1.98% 1.19%
As % of the Processes & Methodologies category 3.25% 2.71% 1.79%
Number of daily rates quoted 49 30 21
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£425 £350 £413
Average daily rate % change year-on-year
+21.42% -15.15%
90% offered a daily rate of more than £324 £273 £325
10% offered a daily rate of more than £500 £500 £475
UK excluding London average daily rate £438 £380 £375
% change year-on-year
+15.13% +1.33%
Number of hourly rates quoted 2 2 0
Average hourly rate £68.50 £113.25 -
Average hourly rate % change year-on-year
-39.51% -
UK excluding London average hourly rate £68.50 £36.50 £36.00
% change year-on-year
+87.67% +1.38%
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
2367 2070 2015
As % of all contract IT jobs located in the North West 73.26% 73.09% 66.83%
Number of daily rates quoted 1400 1039 1026
Average daily rate £375 £350 £340
Average daily rate % change year-on-year
+7.14% +2.94%
90% offered a daily rate of more than £250 £240 £225
10% offered a daily rate of more than £525 £486 £500
UK excluding London average daily rate £388 £365 £365
% change year-on-year
+6.16% -
Number of hourly rates quoted 103 114 100
Average hourly rate £22.50 £27.50 £26.50
Average hourly rate % change year-on-year
-18.18% +3.77%
90% offered a hourly rate of more than £13.00 £13.67 £13.88
10% offered a hourly rate of more than £45.00 £44.90 £72.53
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 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 19 December 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
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 19 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
Lancashire +4 30 £450 +102.70% 1
Cheshire +2 20 £365 -2.66% 4
Manchester -7 16 £340 +24.77% 5
Merseyside -5 3 - - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 19 December 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 82 (44.32%) Oracle
2 70 (37.84%) SQL
3 63 (34.05%) Business Intelligence
4 50 (27.03%) ETL
5 46 (24.86%) Data Warehouse
5 46 (24.86%) SQL Server
6 40 (21.62%) Microsoft
7 37 (20.00%) Migration
8 36 (19.46%) Analytical Skills
9 34 (18.38%) Oracle Database
9 34 (18.38%) Informatica
10 33 (17.84%) Dimensional Modelling
11 32 (17.30%) PL/SQL
12 29 (15.68%) Data Architecture
13 28 (15.14%) Security Cleared
13 28 (15.14%) ERwin
14 27 (14.59%) Finance
15 26 (14.05%) Oracle Database 11g
16 25 (13.51%) SQL Server Integration Services
17 22 (11.89%) SQL Server Analysis Services
18 21 (11.35%) Agile Software Development
18 21 (11.35%) SAS
19 19 (10.27%) PowerCenter
19 19 (10.27%) Data Analysis
19 19 (10.27%) Data Integration
19 19 (10.27%) SC Cleared
20 17 (9.19%) Data Migration
20 17 (9.19%) Reference Data
20 17 (9.19%) Oracle EBS
21 16 (8.65%) Business Analysis

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

For the 6 months to 19 December 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 (11.35%) SAS
2 7 (3.78%) ArcGIS
3 5 (2.70%) SharePoint
4 3 (1.62%) Confluence
4 3 (1.62%) Tomcat
5 1 (0.54%) CICS
5 1 (0.54%) BizTalk Server
5 1 (0.54%) Oracle Spatial
5 1 (0.54%) Oracle Workflow
5 1 (0.54%) ArcSDE
Applications
1 13 (7.03%) MS Excel
2 9 (4.86%) MS PowerPoint
3 8 (4.32%) PowerPivot
4 3 (1.62%) MS Project
4 3 (1.62%) MS Visio
4 3 (1.62%) Mathematica
Business Applications
1 17 (9.19%) Oracle EBS
2 7 (3.78%) Cognos Business Intelligence
3 3 (1.62%) Oracle Retail
3 3 (1.62%) Academy Housing
3 3 (1.62%) Dynamics CRM
3 3 (1.62%) ResourceLink
4 2 (1.08%) Cognos TM1
5 1 (0.54%) SAP HR
5 1 (0.54%) SAP HCM
5 1 (0.54%) Summit
Cloud Services
1 3 (1.62%) SuccessFactors
Communications & Networking
1 4 (2.16%) Internet
2 3 (1.62%) WAN
3 1 (0.54%) LAN
3 1 (0.54%) MGCP
3 1 (0.54%) H.323
3 1 (0.54%) Cisco ICM
Database & Business Intelligence
1 46 (24.86%) Data Warehouse
1 46 (24.86%) SQL Server
2 34 (18.38%) Oracle Database
3 26 (14.05%) Oracle Database 11g
4 25 (13.51%) SQL Server Integration Services
5 22 (11.89%) SQL Server Analysis Services
6 19 (10.27%) PowerCenter
7 15 (8.11%) Base SAS
7 15 (8.11%) SQL Server Reporting Services
8 13 (7.03%) Oracle Reports
8 13 (7.03%) QlikView
9 11 (5.95%) OLAP
10 10 (5.41%) Oracle Database 10g
11 9 (4.86%) OLTP
12 8 (4.32%) Microsoft Analysis Services
13 7 (3.78%) Relational Database
13 7 (3.78%) SQL Server 2008
14 6 (3.24%) DB2
14 6 (3.24%) RDBMS
14 6 (3.24%) Cognos Report Studio
Development Applications
1 28 (15.14%) ERwin
2 9 (4.86%) Rational Rose
3 4 (2.16%) Talend Open Studio
3 4 (2.16%) SQL Server Management Studio (SSMS)
4 3 (1.62%) JUnit
4 3 (1.62%) JIRA
4 3 (1.62%) Subversion
5 2 (1.08%) Team Foundation Server
6 1 (0.54%) Visual Studio
6 1 (0.54%) PowerDesigner
General
1 27 (14.59%) Finance
2 11 (5.95%) Retail
3 7 (3.78%) Banking
4 5 (2.70%) Telecoms
5 3 (1.62%) Aerospace
5 3 (1.62%) Marketing
6 1 (0.54%) Financial Institution
6 1 (0.54%) Legal
6 1 (0.54%) Retail Banking
Job Titles
1 71 (38.38%) Developer
2 49 (26.49%) Analyst
3 29 (15.68%) Architect
4 21 (11.35%) Business Analyst
5 16 (8.65%) SAS Developer
6 15 (8.11%) Data Modeller
6 15 (8.11%) Data Analyst
7 11 (5.95%) Technical Architect
7 11 (5.95%) Business Intelligence Developer
8 9 (4.86%) Systems Analyst
8 9 (4.86%) SQL Developer
9 8 (4.32%) Consultant
9 8 (4.32%) QlikView Developer
10 7 (3.78%) DBA
10 7 (3.78%) Informatica Developer
11 6 (3.24%) ETL Developer
11 6 (3.24%) GIS Developer
11 6 (3.24%) Data Architect
11 6 (3.24%) Designer
11 6 (3.24%) Business Intelligence Architect
Libraries, Frameworks & Software Standards
1 13 (7.03%) Web Services
2 11 (5.95%) .NET
3 6 (3.24%) WCF
3 6 (3.24%) XML
3 6 (3.24%) ASP.NET
4 4 (2.16%) Spring
5 3 (1.62%) XSD
5 3 (1.62%) CSS
5 3 (1.62%) JSP
5 3 (1.62%) HTML
5 3 (1.62%) Spring MVC
5 3 (1.62%) jQuery
5 3 (1.62%) Ajax
6 2 (1.08%) MDX
6 2 (1.08%) Oracle Fusion
7 1 (0.54%) REST
7 1 (0.54%) J2EE
7 1 (0.54%) SOAP
7 1 (0.54%) Middleware
7 1 (0.54%) Velocity
Miscellaneous
1 36 (19.46%) Analytical Skills
2 19 (10.27%) Data Integration
3 17 (9.19%) Reference Data
4 16 (8.65%) Algorithms
5 12 (6.49%) Management Information System
6 11 (5.95%) Enterprise Software
7 9 (4.86%) NHS
8 7 (3.78%) GIS
9 6 (3.24%) Client/Server
9 6 (3.24%) Data Extraction
10 5 (2.70%) Data Structures
10 5 (2.70%) Visualisation
11 4 (2.16%) Clustering
12 3 (1.62%) Internet of Things
12 3 (1.62%) iPad
12 3 (1.62%) Mobile App
12 3 (1.62%) Computer Science
13 2 (1.08%) Statistics
13 2 (1.08%) Mathematics
14 1 (0.54%) Mainframe
Operating Systems
1 14 (7.57%) Windows
2 10 (5.41%) UNIX
3 2 (1.08%) Linux
4 1 (0.54%) Windows 2000
4 1 (0.54%) Windows NT
Processes & Methodologies
1 63 (34.05%) Business Intelligence
2 50 (27.03%) ETL
3 37 (20.00%) Migration
4 33 (17.84%) Dimensional Modelling
5 29 (15.68%) Data Architecture
6 21 (11.35%) Agile Software Development
7 19 (10.27%) Data Analysis
8 17 (9.19%) Data Migration
9 16 (8.65%) Business Analysis
10 15 (8.11%) Data Mapping
11 14 (7.57%) Stakeholder Management
12 13 (7.03%) Data Security
12 13 (7.03%) Information Security
12 13 (7.03%) Physical Data Model
13 10 (5.41%) Business Transformation
13 10 (5.41%) Systems Analysis
14 9 (4.86%) PRINCE
14 9 (4.86%) Project Management
14 9 (4.86%) E-Commerce
14 9 (4.86%) Validation
Programming Languages
1 70 (37.84%) SQL
2 32 (17.30%) PL/SQL
3 14 (7.57%) Shell Script
4 10 (5.41%) Java
5 6 (3.24%) JavaScript
5 6 (3.24%) Python
6 5 (2.70%) T-SQL
7 3 (1.62%) R
7 3 (1.62%) C
7 3 (1.62%) MATLAB
8 2 (1.08%) C#
9 1 (0.54%) COBOL
9 1 (0.54%) PHP
9 1 (0.54%) VB
9 1 (0.54%) VBA
Qualifications
1 28 (15.14%) Security Cleared
2 19 (10.27%) SC Cleared
3 9 (4.86%) Degree
4 6 (3.24%) ISEB
5 5 (2.70%) ITIL Certification
6 4 (2.16%) DV Cleared
7 3 (1.62%) PhD
8 2 (1.08%) MCITP
8 2 (1.08%) Microsoft Certification
9 1 (0.54%) MCDBA
9 1 (0.54%) MCP
9 1 (0.54%) MCSD
9 1 (0.54%) MCTS
Quality Assurance & Compliance
1 4 (2.16%) Data Quality
2 1 (0.54%) ISO 9001
2 1 (0.54%) ISO 14001
2 1 (0.54%) QA
Systems Management
1 1 (0.54%) Cisco CUCM
1 1 (0.54%) Cisco UCCE
Vendors
1 82 (44.32%) Oracle
2 40 (21.62%) Microsoft
3 34 (18.38%) Informatica
4 13 (7.03%) Cognos
5 11 (5.95%) CA
6 6 (3.24%) Teradata
7 5 (2.70%) SAP
8 4 (2.16%) Siebel
8 4 (2.16%) Cisco
8 4 (2.16%) Talend
9 3 (1.62%) hybris
9 3 (1.62%) IBM
9 3 (1.62%) Trillium
9 3 (1.62%) Business Objects
10 2 (1.08%) ESRI
11 1 (0.54%) Sybase
11 1 (0.54%) Intel
11 1 (0.54%) Perforce
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