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 April 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
24 Apr 2015
Same period 2014 Same period 2013
Data Modeling
Rank 76 88 82
Rank change year-on-year
+12 -6
Contract jobs citing Data Modelling 80 47 37
As % of all contract IT jobs located in the North West 2.06% 1.51% 1.50%
As % of the Processes & Methodologies category 2.70% 2.08% 2.10%
Number of daily rates quoted 49 25 24
Average daily rate
Keep up to 90%
of your Daily Rate
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£500 £425 £413
Average daily rate % change year-on-year
+17.64% +3.03%
90% offered a daily rate of more than £380 £301 £354
10% offered a daily rate of more than £625 £456 £500
UK excluding London average daily rate £425 £418 £383
% change year-on-year
+1.79% +9.15%
Number of hourly rates quoted 2 2 3
Average hourly rate £49.50 £35.24 £61.00
Average hourly rate % change year-on-year
+40.46% -42.22%
UK excluding London average hourly rate £31.25 £17.50 £37.80
% change year-on-year
+78.57% -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 North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2963 2258 1759
As % of all contract IT jobs located in the North West 76.33% 72.77% 71.53%
Number of daily rates quoted 1622 1187 865
Average daily rate £400 £375 £340
Average daily rate % change year-on-year
+6.66% +10.29%
90% offered a daily rate of more than £275 £260 £234
10% offered a daily rate of more than £550 £535 £475
UK excluding London average daily rate £393 £375 £363
% change year-on-year
+4.66% +3.44%
Number of hourly rates quoted 140 124 86
Average hourly rate £38.00 £25.25 £28.25
Average hourly rate % change year-on-year
+50.49% -10.61%
90% offered a hourly rate of more than £14.50 £12.49 £13.25
10% offered a hourly rate of more than £60.00 £45.00 £61.00
UK excluding London average hourly rate £30.50 £30.50 £32.00
% change year-on-year
- -4.68%

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 April 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 24 April 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
Cheshire +8 24 £500 +35.13% 2
Manchester -19 21 £425 - 3
Lancashire +19 16 £570 +26.66% 4
Merseyside - 6 £600 - 2
Cumbria -8 4 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 24 April 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 59 (36.65%) Business Intelligence
2 53 (32.92%) SQL
3 45 (27.95%) Oracle
4 36 (22.36%) Finance
5 35 (21.74%) Data Architecture
6 31 (19.25%) Agile Software Development
7 30 (18.63%) SQL Server
8 28 (17.39%) Data Warehouse
9 27 (16.77%) ETL
9 27 (16.77%) Microsoft
10 24 (14.91%) SAS
11 22 (13.66%) SQL Server Integration Services
12 21 (13.04%) Dimensional Modelling
12 21 (13.04%) Migration
13 19 (11.80%) Data Security
13 19 (11.80%) Data Analysis
13 19 (11.80%) Analytical Skills
14 18 (11.18%) Oracle Database
14 18 (11.18%) Data Management
14 18 (11.18%) Oracle Database 11g
15 17 (10.56%) Data Migration
15 17 (10.56%) Reference Data
15 17 (10.56%) SQL Server Analysis Services
15 17 (10.56%) PL/SQL
16 16 (9.94%) Java
16 16 (9.94%) Base SAS
16 16 (9.94%) Security Cleared
17 15 (9.32%) SQL Server Reporting Services
17 15 (9.32%) Algorithms
17 15 (9.32%) Data Governance

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

For the 6 months to 24 April 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 24 (14.91%) SAS
2 3 (1.86%) Confluence
2 3 (1.86%) Tomcat
3 2 (1.24%) ArcGIS
3 2 (1.24%) Oracle Spatial
3 2 (1.24%) WebSphere
4 1 (0.62%) Apache Pig
4 1 (0.62%) Apache Spark
4 1 (0.62%) JBoss
4 1 (0.62%) Apache
Applications
1 8 (4.97%) MS PowerPoint
2 6 (3.73%) PowerPivot
3 3 (1.86%) Mathematica
3 3 (1.86%) MS Excel
3 3 (1.86%) MS Visio
3 3 (1.86%) MS Project
3 3 (1.86%) MS Office
4 1 (0.62%) SPSS
Business Applications
1 11 (6.83%) Oracle EBS
2 6 (3.73%) Cognos Business Intelligence
3 3 (1.86%) ResourceLink
4 2 (1.24%) Cognos TM1
4 2 (1.24%) Teamcenter
5 1 (0.62%) SAP BPC
5 1 (0.62%) SAP HCM
5 1 (0.62%) SAP MDM
5 1 (0.62%) SAP HR
Cloud Services
1 3 (1.86%) SuccessFactors
2 1 (0.62%) PaaS
Communications & Networking
1 3 (1.86%) Internet
Database & Business Intelligence
1 30 (18.63%) SQL Server
2 28 (17.39%) Data Warehouse
3 22 (13.66%) SQL Server Integration Services
4 18 (11.18%) Oracle Database
4 18 (11.18%) Oracle Database 11g
5 17 (10.56%) SQL Server Analysis Services
6 16 (9.94%) Base SAS
7 15 (9.32%) SQL Server Reporting Services
8 8 (4.97%) Oracle Reports
9 7 (4.35%) Cognos Report Studio
9 7 (4.35%) Cognos Framework Manager
10 6 (3.73%) Cognos Transformer
10 6 (3.73%) Microsoft Analysis Services
11 5 (3.11%) DB2
12 4 (2.48%) MySQL
12 4 (2.48%) QlikView
12 4 (2.48%) Cognos Analysis Studio
13 3 (1.86%) Relational Database
13 3 (1.86%) Oracle BI EE
13 3 (1.86%) OLAP
Development Applications
1 8 (4.97%) SQL Server Management Studio (SSMS)
2 6 (3.73%) ERwin
3 3 (1.86%) JIRA
3 3 (1.86%) Subversion
3 3 (1.86%) JUnit
4 2 (1.24%) Lombardi
5 1 (0.62%) Gradle
5 1 (0.62%) Talend Open Studio
5 1 (0.62%) Team Foundation Server
5 1 (0.62%) Maven
5 1 (0.62%) Eclipse
5 1 (0.62%) Ant
5 1 (0.62%) Visual Studio
General
1 36 (22.36%) Finance
2 11 (6.83%) Retail
3 6 (3.73%) Banking
4 2 (1.24%) Legal
4 2 (1.24%) Manufacturing
4 2 (1.24%) Marketing
5 1 (0.62%) Aerospace
Job Titles
1 59 (36.65%) Developer
2 53 (32.92%) Architect
3 28 (17.39%) Analyst
4 26 (16.15%) Data Architect
5 15 (9.32%) SAS Developer
5 15 (9.32%) Technical Architect
6 11 (6.83%) SQL Developer
7 10 (6.21%) Business Analyst
8 9 (5.59%) Business Intelligence Developer
9 8 (4.97%) DBA
9 8 (4.97%) Business Intelligence Analyst
10 7 (4.35%) Senior Developer
10 7 (4.35%) Business Intelligence Architect
11 6 (3.73%) Java Developer
12 5 (3.11%) Lead Architect
12 5 (3.11%) Analyst Developer
12 5 (3.11%) Data Analyst
12 5 (3.11%) ETL Developer
12 5 (3.11%) Data Modeller
12 5 (3.11%) DB2 DBA
Libraries, Frameworks & Software Standards
1 12 (7.45%) XML
2 7 (4.35%) Spring
3 5 (3.11%) Web Services
4 4 (2.48%) Hibernate
4 4 (2.48%) .NET
4 4 (2.48%) J2EE
5 3 (1.86%) jQuery
5 3 (1.86%) Spring MVC
5 3 (1.86%) Ajax
5 3 (1.86%) XSD
5 3 (1.86%) HTML
5 3 (1.86%) ASP.NET
5 3 (1.86%) CSS
5 3 (1.86%) JSP
6 2 (1.24%) SOAP
6 2 (1.24%) MDX
7 1 (0.62%) REST
7 1 (0.62%) RESTful
7 1 (0.62%) Apache Flex
7 1 (0.62%) WCF
Miscellaneous
1 19 (11.80%) Analytical Skills
2 17 (10.56%) Reference Data
3 15 (9.32%) Algorithms
4 14 (8.70%) Data Integration
5 13 (8.07%) Management Information System
6 8 (4.97%) Visualisation
7 7 (4.35%) Informatics
8 6 (3.73%) Enterprise Software
8 6 (3.73%) NHS
9 4 (2.48%) Mainframe
9 4 (2.48%) Clustering
9 4 (2.48%) Data Structures
10 3 (1.86%) Mobile App
10 3 (1.86%) Internet of Things
10 3 (1.86%) iPad
10 3 (1.86%) Computer Science
11 2 (1.24%) GIS
11 2 (1.24%) Statistics
11 2 (1.24%) Data Extraction
11 2 (1.24%) Open Source
Operating Systems
1 7 (4.35%) Windows
2 6 (3.73%) UNIX
3 1 (0.62%) VME
3 1 (0.62%) Red Hat Enterprise Linux
3 1 (0.62%) Solaris
3 1 (0.62%) Linux
3 1 (0.62%) MVS
Processes & Methodologies
1 59 (36.65%) Business Intelligence
2 35 (21.74%) Data Architecture
3 31 (19.25%) Agile Software Development
4 27 (16.77%) ETL
5 21 (13.04%) Dimensional Modelling
5 21 (13.04%) Migration
6 19 (11.80%) Data Security
6 19 (11.80%) Data Analysis
7 18 (11.18%) Data Management
8 17 (10.56%) Data Migration
9 15 (9.32%) Data Governance
10 14 (8.70%) Stakeholder Management
11 12 (7.45%) PRINCE
11 12 (7.45%) Enterprise Architecture
11 12 (7.45%) Information Management
11 12 (7.45%) Information Architecture
11 12 (7.45%) Analytics
12 10 (6.21%) Project Management
13 9 (5.59%) Validation
13 9 (5.59%) Logical Data Model
Programming Languages
1 53 (32.92%) SQL
2 17 (10.56%) PL/SQL
3 16 (9.94%) Java
4 8 (4.97%) JavaScript
5 6 (3.73%) T-SQL
6 4 (2.48%) R
7 3 (1.86%) Python
7 3 (1.86%) C
7 3 (1.86%) MATLAB
8 2 (1.24%) VBA
8 2 (1.24%) C#
8 2 (1.24%) VB
9 1 (0.62%) Scala
9 1 (0.62%) VB.NET
9 1 (0.62%) VBScript
Qualifications
1 16 (9.94%) Security Cleared
2 10 (6.21%) SC Cleared
3 3 (1.86%) DV Cleared
3 3 (1.86%) PhD
4 2 (1.24%) Degree
5 1 (0.62%) MBA
Quality Assurance & Compliance
1 6 (3.73%) Data Quality
2 3 (1.86%) QA
System Software
1 1 (0.62%) HDFS
Systems Management
1 1 (0.62%) MAINVIEW
Vendors
1 45 (27.95%) Oracle
2 27 (16.77%) Microsoft
3 12 (7.45%) Informatica
4 11 (6.83%) Cognos
5 6 (3.73%) Business Objects
5 6 (3.73%) SAP
6 4 (2.48%) Teradata
7 3 (1.86%) hybris
8 2 (1.24%) ESRI
8 2 (1.24%) Novell
8 2 (1.24%) Trillium
8 2 (1.24%) HP
8 2 (1.24%) Siebel
8 2 (1.24%) Tableau
9 1 (0.62%) Talend
9 1 (0.62%) Hortonworks
9 1 (0.62%) BMC
9 1 (0.62%) Adobe
9 1 (0.62%) Cisco
9 1 (0.62%) IBM
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