The first table below looks at the demand for Dimensional Modelling skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 16 April 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the England region.

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
16 Apr 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 421 398 512
Rank change year-on-year
-23 +114
Contract jobs citing Dimensional Modelling 147 132 51
As % of all contract IT jobs located in England 0.28% 0.30% 0.092%
As % of the Processes & Methodologies category 0.38% 0.41% 0.13%
Number of daily rates quoted 97 77 32
Average daily rate £430 £400 £400
Average daily rate % change year-on-year
+7.50% -
90% offered a daily rate of more than £350 £342 £350
10% offered a daily rate of more than £550 £575 £540
UK excluding London average daily rate £425 £375 £365
% change year-on-year
+13.33% +2.73%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate - - £36.50
Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38680 32060 38909
As % of all contract IT jobs located in England 73.86% 73.00% 69.92%
Number of daily rates quoted 24376 19605 22634
Average daily rate £405 £413 £415
Average daily rate % change year-on-year
-1.81% -0.60%
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £573 £575 £600
UK excluding London average daily rate £375 £361 £370
% change year-on-year
+4.02% -2.56%
Number of hourly rates quoted 1128 1017 1335
Average hourly rate £27.50 £32.00 £27.50
Average hourly rate % change year-on-year
-14.06% +16.36%
90% offered a hourly rate of more than £12.23 £13.55 £13.75
10% offered a hourly rate of more than £50.00 £54.00 £45.00
UK excluding London average hourly rate £30.00 £32.00 £27.00
% change year-on-year
-6.25% +18.51%
Dimensional Modelling
UK

Dimensional Modelling
Jobs Demand Trend in England

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

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Daily Rate Trend in England

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

Dimensional Modelling Daily Rate Trend in England

Dimensional Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the England region over the 3 months to 16 April 2014.

Dimensional Modelling Daily Rate Histogram in England

Dimensional Modelling
Hourly Rate Trend in England

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

Dimensional Modelling Hourly Rate Trend in England

Dimensional Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 16 April 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
(Click each for more statistics)
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
Find
Job
Vacancies
London -47 52 £450 -5.26% 13
Yorkshire -13 17 £420 +24.44% 2
South West -20 13 £400 +6.66% 2
East of England -25 10 £450 -
North West -24 8 £450 -18.18% 5
West Midlands -4 7 £378 +0.66% 1
South East -21 7 £450 -
East Midlands - 4 £354 - 5
Midlands - 1 £420 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 16 April 2014, IT contractor jobs across the England region citing Dimensional 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 Dimensional Modelling.

1 178 (70.92%) Business Intelligence
2 163 (64.94%) Data Warehouse
3 158 (62.95%) ETL
4 154 (61.35%) SQL
5 129 (51.39%) Oracle
6 126 (50.20%) Data Modelling
7 113 (45.02%) SQL Server
8 75 (29.88%) SQL Server Integration Services
9 67 (26.69%) PL/SQL
10 60 (23.90%) Oracle Database
11 59 (23.51%) SQL Server Analysis Services
12 51 (20.32%) SQL Server Reporting Services
12 51 (20.32%) Microsoft
13 48 (19.12%) Finance
13 48 (19.12%) Oracle Database 11g
14 46 (18.33%) Kimball Methodology
15 44 (17.53%) OLAP
16 43 (17.13%) T-SQL
16 43 (17.13%) MS Excel
17 42 (16.73%) Agile Software Development
17 42 (16.73%) SQL Server 2008
18 35 (13.94%) Informatica
19 34 (13.55%) SQL Server 2012
20 32 (12.75%) MDX
21 30 (11.95%) SAS
21 30 (11.95%) Analytics
22 27 (10.76%) Relational Database
22 27 (10.76%) Migration
23 25 (9.96%) Business Objects
23 25 (9.96%) Performance Tuning

Dimensional Modelling
Top Related IT Skills in England by Category

For the 6 months to 16 April 2014, IT contractor jobs across the England region citing Dimensional 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 Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 30 (11.95%) SAS
2 11 (4.38%) WebSphere
3 10 (3.98%) SharePoint
4 5 (1.99%) WebLogic
4 5 (1.99%) Tomcat
5 3 (1.20%) SharePoint 2013
5 3 (1.20%) SharePoint 2010
6 1 (0.40%) Apache Pig
6 1 (0.40%) PowerExchange
6 1 (0.40%) Oracle Application Server
Applications
1 43 (17.13%) MS Excel
2 10 (3.98%) PowerPivot
3 5 (1.99%) MS Office
3 5 (1.99%) Spreadsheet
4 1 (0.40%) MS PowerPoint
Business Applications
1 4 (1.59%) Cognos Business Intelligence
2 2 (0.80%) SAP Oil and Gas
3 1 (0.40%) Oracle EBS
3 1 (0.40%) Cognos TM1
Cloud Services
1 1 (0.40%) Cloud Computing
1 1 (0.40%) Amazon EC2
1 1 (0.40%) Amazon AWS
1 1 (0.40%) Amazon EMR
Communications & Networking
1 11 (4.38%) LDAP
2 7 (2.79%) SAN
3 4 (1.59%) Internet
4 1 (0.40%) Multicast
Database & Business Intelligence
1 163 (64.94%) Data Warehouse
2 113 (45.02%) SQL Server
3 75 (29.88%) SQL Server Integration Services
4 60 (23.90%) Oracle Database
5 59 (23.51%) SQL Server Analysis Services
6 51 (20.32%) SQL Server Reporting Services
7 48 (19.12%) Oracle Database 11g
8 44 (17.53%) OLAP
9 42 (16.73%) SQL Server 2008
10 34 (13.55%) SQL Server 2012
11 27 (10.76%) Relational Database
12 19 (7.57%) Base SAS
13 18 (7.17%) Oracle OLAP
14 15 (5.98%) Microsoft Analysis Services
14 15 (5.98%) Oracle BI EE
15 14 (5.58%) MySQL
15 14 (5.58%) RDBMS
16 13 (5.18%) Pentaho
17 12 (4.78%) Big Data
17 12 (4.78%) Star Schema
Development Applications
1 13 (5.18%) Talend Open Studio
2 12 (4.78%) ERwin
3 9 (3.59%) Visual Studio
4 8 (3.19%) Team Foundation Server
5 4 (1.59%) SQL Server Management Studio (SSMS)
6 2 (0.80%) Oracle APEX
7 1 (0.40%) Oracle Forms
7 1 (0.40%) Toad
General
1 48 (19.12%) Finance
2 15 (5.98%) Telecoms
3 12 (4.78%) Banking
4 10 (3.98%) Marketing
5 5 (1.99%) Games
5 5 (1.99%) Investment Banking
6 4 (1.59%) Retail
7 3 (1.20%) Billing
7 3 (1.20%) Financial Institution
8 2 (0.80%) Electronics
8 2 (0.80%) Pharmaceutical
8 2 (0.80%) Manufacturing
8 2 (0.80%) Publishing
8 2 (0.80%) Dutch Language
8 2 (0.80%) Local Government
8 2 (0.80%) Retail Banking
9 1 (0.40%) French Language
9 1 (0.40%) German Language
9 1 (0.40%) Polish Language
9 1 (0.40%) Military
Job Titles
1 133 (52.99%) Developer
2 38 (15.14%) Analyst
3 34 (13.55%) Business Intelligence Developer
4 31 (12.35%) SQL Developer
5 26 (10.36%) Architect
5 26 (10.36%) Consultant
6 22 (8.76%) Data Modeller
7 20 (7.97%) Data Architect
8 17 (6.77%) SAS Developer
9 15 (5.98%) Business Analyst
10 14 (5.58%) Data Warehouse Developer
11 13 (5.18%) SQL Server Developer
12 12 (4.78%) Oracle Developer
12 12 (4.78%) Senior Developer
13 10 (3.98%) Business Developer
14 9 (3.59%) Business Intelligence Consultant
15 8 (3.19%) Test Consultant
15 8 (3.19%) Microsoft Developer
16 7 (2.79%) ETL Developer
16 7 (2.79%) SAS Analyst
Libraries, Frameworks & Software Standards
1 32 (12.75%) MDX
2 17 (6.77%) .NET
3 5 (1.99%) J2EE
3 5 (1.99%) ODBC
4 4 (1.59%) XML
5 3 (1.20%) HTML
6 2 (0.80%) XSD
6 2 (0.80%) XSLT
7 1 (0.40%) XBRL
7 1 (0.40%) ASP.NET
7 1 (0.40%) Web Services
7 1 (0.40%) MapReduce
Miscellaneous
1 17 (6.77%) Data Integration
2 9 (3.59%) Visualisation
3 8 (3.19%) Management Information System
4 5 (1.99%) Replication
4 5 (1.99%) Open Source
4 5 (1.99%) Online Games
5 4 (1.59%) NHS
6 3 (1.20%) Statistics
7 2 (0.80%) Computer Science
7 2 (0.80%) DTV
7 2 (0.80%) Clustering
7 2 (0.80%) Credit Risk
8 1 (0.40%) Reference Data
8 1 (0.40%) Mobile App
8 1 (0.40%) Enterprise Software
8 1 (0.40%) Wiki
8 1 (0.40%) Mathematics
Operating Systems
1 21 (8.37%) Linux
2 17 (6.77%) UNIX
3 13 (5.18%) Windows
Processes & Methodologies
1 178 (70.92%) Business Intelligence
2 158 (62.95%) ETL
3 126 (50.20%) Data Modelling
4 46 (18.33%) Kimball Methodology
5 42 (16.73%) Agile Software Development
6 30 (11.95%) Analytics
7 27 (10.76%) Migration
8 25 (9.96%) Performance Tuning
9 21 (8.37%) Data Analysis
10 18 (7.17%) Data Management
11 15 (5.98%) Unit Testing
12 14 (5.58%) User Acceptance Testing
12 14 (5.58%) Data Security
13 12 (4.78%) Data Migration
13 12 (4.78%) Data Cleansing
14 10 (3.98%) Data Architecture
14 10 (3.98%) Inmon Methodology
15 9 (3.59%) ITIL
15 9 (3.59%) UML
16 8 (3.19%) Use Case
Programming Languages
1 154 (61.35%) SQL
2 67 (26.69%) PL/SQL
3 43 (17.13%) T-SQL
4 14 (5.58%) C#
5 8 (3.19%) Java
6 5 (1.99%) Shell Script
7 4 (1.59%) Korn
7 4 (1.59%) Bash Shell
7 4 (1.59%) Data Mining Extensions (DMX)
7 4 (1.59%) VB.NET
8 3 (1.20%) VBScript
8 3 (1.20%) C
9 2 (0.80%) VBA
9 2 (0.80%) R
10 1 (0.40%) Data Analysis Expressions (DAX)
10 1 (0.40%) Tcl
Qualifications
1 8 (3.19%) Degree
2 6 (2.39%) Security Cleared
3 3 (1.20%) Microsoft Certification
4 2 (0.80%) ISEB
4 2 (0.80%) SC Cleared
Quality Assurance & Compliance
1 14 (5.58%) Data Quality
2 11 (4.38%) QA
3 5 (1.99%) TickIT
4 1 (0.40%) Sarbanes-Oxley
4 1 (0.40%) Basel III
4 1 (0.40%) FINREP
System Software
1 20 (7.97%) Active Directory
2 2 (0.80%) VMware Infrastructure
3 1 (0.40%) Apache Flume
Systems Management
1 6 (2.39%) Control-M
Vendors
1 129 (51.39%) Oracle
2 51 (20.32%) Microsoft
3 35 (13.94%) Informatica
4 25 (9.96%) Business Objects
5 20 (7.97%) Tableau
6 16 (6.37%) SAP
7 15 (5.98%) Ab Initio
8 13 (5.18%) Cognos
8 13 (5.18%) Talend
9 11 (4.38%) JBoss
10 7 (2.79%) Lattice Semiconductor
11 6 (2.39%) Vertica
11 6 (2.39%) IBM
11 6 (2.39%) Teradata
12 5 (1.99%) Netezza
13 2 (0.80%) VMware
13 2 (0.80%) Apple
14 1 (0.40%) JD Edwards
14 1 (0.40%) Salesforce.com
14 1 (0.40%) MicroStrategy
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