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 5 August 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
5 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 66 49 95
Rank change year-on-year
-17 +46
Contract jobs citing Data Modelling 92 102 35
As % of all contract IT jobs located in the North West 2.32% 3.28% 1.26%
As % of the Processes & Methodologies category 3.00% 4.47% 1.75%
Number of daily rates quoted 80 63 20
Average daily rate
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of your Daily Rate
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£450 £375 £350
Average daily rate % change year-on-year
+20.00% +7.14%
90% offered a daily rate of more than £350 £290 £277
10% offered a daily rate of more than £600 £525 £425
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 2 0 0
Average hourly rate £33.50 - -
UK excluding London average hourly rate £39.50 £22.69 £37.80
% change year-on-year
+74.06% -39.96%
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
3070 2282 2001
As % of all contract IT jobs located in the North West 77.29% 73.45% 71.77%
Number of daily rates quoted 1855 1228 1008
Average daily rate £400 £375 £338
Average daily rate % change year-on-year
+6.66% +11.11%
90% offered a daily rate of more than £275 £263 £250
10% offered a daily rate of more than £563 £525 £465
UK excluding London average daily rate £390 £375 £375
% change year-on-year
+4.00% -
Number of hourly rates quoted 120 104 97
Average hourly rate £40.00 £27.50 £21.50
Average hourly rate % change year-on-year
+45.45% +27.90%
90% offered a hourly rate of more than £15.77 £12.57 £10.50
10% offered a hourly rate of more than £59.50 £54.75 £44.93
UK excluding London average hourly rate £30.50 £25.00 £31.00
% change year-on-year
+22.00% -19.35%

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 5 August 2015.

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 5 August 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
Lancashire +3 38 £480 +28.00% 10
Manchester -11 18 £450 +33.33% 4
Cumbria - 11 £350 - 1
Cheshire -27 10 £600 +60.00%
Merseyside -15 4 £270 -15.62%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 5 August 2015, 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 62 (36.05%) SQL
2 46 (26.74%) Oracle
2 46 (26.74%) Business Intelligence
3 43 (25.00%) Microsoft
4 35 (20.35%) ETL
4 35 (20.35%) Data Architecture
5 34 (19.77%) Finance
6 32 (18.60%) Analytical Skills
7 31 (18.02%) SQL Server
8 29 (16.86%) Data Security
9 27 (15.70%) Data Warehouse
10 24 (13.95%) PL/SQL
10 24 (13.95%) Agile Software Development
11 23 (13.37%) Security Cleared
11 23 (13.37%) Algorithms
12 22 (12.79%) SQL Server Integration Services
12 22 (12.79%) T-SQL
13 21 (12.21%) Migration
13 21 (12.21%) Reference Data
13 21 (12.21%) Data Integration
14 18 (10.47%) ERwin
14 18 (10.47%) SAS
15 17 (9.88%) SC Cleared
15 17 (9.88%) Dimensional Modelling
15 17 (9.88%) Oracle Database 11g
15 17 (9.88%) Oracle Database
16 16 (9.30%) SQL Server Reporting Services
17 15 (8.72%) Use Case
17 15 (8.72%) SQL Server Analysis Services
17 15 (8.72%) Base SAS

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

For the 6 months to 5 August 2015, 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 18 (10.47%) SAS
2 4 (2.33%) SharePoint
3 3 (1.74%) JBoss
3 3 (1.74%) SharePoint 2010
3 3 (1.74%) SharePoint 2013
4 1 (0.58%) Apache Spark
4 1 (0.58%) Oracle SOA Suite
4 1 (0.58%) Apache Pig
4 1 (0.58%) Apache
4 1 (0.58%) WebLogic
4 1 (0.58%) WebLogic Portal
4 1 (0.58%) CMS
4 1 (0.58%) Mule
4 1 (0.58%) Oracle Service Bus
Applications
1 15 (8.72%) MS Office
2 8 (4.65%) MS Excel
3 7 (4.07%) MS Visio
4 5 (2.91%) MS PowerPoint
5 3 (1.74%) PowerPivot
5 3 (1.74%) MS Project
Business Applications
1 8 (4.65%) Oracle EBS
2 5 (2.91%) SAP HCM
3 3 (1.74%) Teamcenter
4 1 (0.58%) ResourceLink
4 1 (0.58%) SAP MDM
4 1 (0.58%) SAP BPC
4 1 (0.58%) Oracle BPM
4 1 (0.58%) Oracle TCA
4 1 (0.58%) Agresso
Cloud Services
1 5 (2.91%) SuccessFactors
2 1 (0.58%) PaaS
2 1 (0.58%) Office 365
Communications & Networking
1 1 (0.58%) HTTP
Database & Business Intelligence
1 31 (18.02%) SQL Server
2 27 (15.70%) Data Warehouse
3 22 (12.79%) SQL Server Integration Services
4 17 (9.88%) Oracle Database
4 17 (9.88%) Oracle Database 11g
5 16 (9.30%) SQL Server Reporting Services
6 15 (8.72%) SQL Server Analysis Services
6 15 (8.72%) Base SAS
7 8 (4.65%) Oracle Reports
8 5 (2.91%) DB2
8 5 (2.91%) Data Mining
8 5 (2.91%) SQL Server 2012
9 4 (2.33%) BusinessObjects
9 4 (2.33%) SQL Server 2008
9 4 (2.33%) SQL Server 2005
10 3 (1.74%) SAP BW
10 3 (1.74%) Microsoft Analysis Services
10 3 (1.74%) Microsoft Power View
11 2 (1.16%) SQLBase
11 2 (1.16%) RDBMS
Development Applications
1 18 (10.47%) ERwin
2 6 (3.49%) Visual Studio
3 4 (2.33%) SQL Server Management Studio (SSMS)
4 3 (1.74%) Eclipse
5 2 (1.16%) Talend Open Studio
6 1 (0.58%) Hudson
6 1 (0.58%) SoapUI
6 1 (0.58%) Gradle
6 1 (0.58%) Jenkins
6 1 (0.58%) Ant
6 1 (0.58%) Oracle Forms
6 1 (0.58%) LSMW
6 1 (0.58%) Maven
General
1 34 (19.77%) Finance
2 14 (8.14%) Manufacturing
3 10 (5.81%) Retail
4 7 (4.07%) Banking
5 3 (1.74%) Telecoms
5 3 (1.74%) Aerospace
6 2 (1.16%) Publishing
7 1 (0.58%) Legal
7 1 (0.58%) Financial Institution
7 1 (0.58%) Back Office
7 1 (0.58%) Local Government
7 1 (0.58%) Marketing
Job Titles
1 46 (26.74%) Architect
1 46 (26.74%) Analyst
2 45 (26.16%) Developer
3 26 (15.12%) Business Analyst
4 24 (13.95%) Technical Architect
5 17 (9.88%) Data Architect
6 14 (8.14%) SAS Developer
7 12 (6.98%) Business Intelligence Developer
8 11 (6.40%) Data Analyst
9 9 (5.23%) SQL Developer
9 9 (5.23%) ETL Developer
10 8 (4.65%) DBA
11 7 (4.07%) Project Manager
11 7 (4.07%) Data Modeller
12 6 (3.49%) Consultant
13 5 (2.91%) Solutions Architect
13 5 (2.91%) Delivery Manager
13 5 (2.91%) Business Intelligence Analyst
13 5 (2.91%) DB2 DBA
13 5 (2.91%) Data Migration Analyst
Libraries, Frameworks & Software Standards
1 8 (4.65%) Web Services
1 8 (4.65%) XML
1 8 (4.65%) Velocity
2 6 (3.49%) Middleware
3 4 (2.33%) MDX
3 4 (2.33%) .NET
4 3 (1.74%) ASP.NET
4 3 (1.74%) Gherkin
4 3 (1.74%) Java EE 5
5 2 (1.16%) SOAP
5 2 (1.16%) J2EE
5 2 (1.16%) HTML
5 2 (1.16%) XHTML
6 1 (0.58%) JMS
6 1 (0.58%) WSDL
6 1 (0.58%) Oracle ADF
6 1 (0.58%) Hibernate
6 1 (0.58%) BAPI
6 1 (0.58%) SAP Basis
6 1 (0.58%) Spring
Miscellaneous
1 32 (18.60%) Analytical Skills
2 23 (13.37%) Algorithms
3 21 (12.21%) Reference Data
3 21 (12.21%) Data Integration
4 12 (6.98%) Management Information System
5 6 (3.49%) Mainframe
6 5 (2.91%) Data Structures
7 4 (2.33%) NHS
8 3 (1.74%) Statistics
8 3 (1.74%) Informatics
8 3 (1.74%) Visualisation
9 2 (1.16%) Enterprise Software
10 1 (0.58%) Private Cloud
10 1 (0.58%) Enterprise Cloud
10 1 (0.58%) Credit Risk
10 1 (0.58%) FMCG
10 1 (0.58%) Replication
10 1 (0.58%) Economics
Operating Systems
1 8 (4.65%) UNIX
2 6 (3.49%) VME
3 4 (2.33%) Windows
4 3 (1.74%) Red Hat Enterprise Linux
5 2 (1.16%) Solaris
5 2 (1.16%) Linux
5 2 (1.16%) MVS
6 1 (0.58%) Windows 7
Processes & Methodologies
1 46 (26.74%) Business Intelligence
2 35 (20.35%) ETL
2 35 (20.35%) Data Architecture
3 29 (16.86%) Data Security
4 24 (13.95%) Agile Software Development
5 21 (12.21%) Migration
6 17 (9.88%) Dimensional Modelling
7 15 (8.72%) Use Case
8 14 (8.14%) Data Migration
8 14 (8.14%) Analytics
8 14 (8.14%) Data Management
8 14 (8.14%) CAD
9 13 (7.56%) Stakeholder Management
9 13 (7.56%) User Acceptance Testing
10 12 (6.98%) Data Analysis
11 10 (5.81%) Enterprise Architecture
11 10 (5.81%) Data Governance
11 10 (5.81%) ETL Development
12 8 (4.65%) Unit Testing
12 8 (4.65%) PRINCE
Programming Languages
1 62 (36.05%) SQL
2 24 (13.95%) PL/SQL
3 22 (12.79%) T-SQL
4 11 (6.40%) C++
5 9 (5.23%) Java
6 5 (2.91%) COBOL
7 4 (2.33%) JavaScript
8 3 (1.74%) VBScript
8 3 (1.74%) VB
9 1 (0.58%) VB.NET
9 1 (0.58%) ABAP
9 1 (0.58%) VBA
9 1 (0.58%) Python
9 1 (0.58%) Scala
9 1 (0.58%) Data Analysis Expressions (DAX)
9 1 (0.58%) C#
Qualifications
1 23 (13.37%) Security Cleared
2 17 (9.88%) SC Cleared
3 5 (2.91%) Degree
4 2 (1.16%) DV Cleared
5 1 (0.58%) Oracle Certification
5 1 (0.58%) ITIL Certification
5 1 (0.58%) MBA
Quality Assurance & Compliance
1 7 (4.07%) QA
2 1 (0.58%) Solvency II
2 1 (0.58%) Data Quality
System Software
1 1 (0.58%) VMware Infrastructure
1 1 (0.58%) HDFS
Systems Management
1 1 (0.58%) MAINVIEW
1 1 (0.58%) Oracle EDQ
Vendors
1 46 (26.74%) Oracle
2 43 (25.00%) Microsoft
3 14 (8.14%) Informatica
4 13 (7.56%) SAP
5 7 (4.07%) Teradata
6 6 (3.49%) PeopleSoft
7 5 (2.91%) Micro Focus
8 2 (1.16%) Cognos
8 2 (1.16%) Talend
9 1 (0.58%) Hortonworks
9 1 (0.58%) IBM
9 1 (0.58%) Retek
9 1 (0.58%) TIBCO
9 1 (0.58%) Adobe
9 1 (0.58%) BMC
9 1 (0.58%) ATG
9 1 (0.58%) Stellent
9 1 (0.58%) VMware
9 1 (0.58%) Endeca
9 1 (0.58%) Tableau
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