The table below looks at the statistics 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 31 July 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
31 Jul 2015
Same period 2014 Same period 2013
Dimensional Modeling
Rank 475 446 449
Rank change year-on-year
-29 +3
Contract jobs citing Dimensional Modelling 120 126 107
As % of all contract IT jobs located in England 0.23% 0.26% 0.23%
As % of the Processes & Methodologies category 0.30% 0.33% 0.31%
Number of daily rates quoted 86 66 69
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£445 £425 £363
Average daily rate % change year-on-year
+4.70% +17.24%
90% offered a daily rate of more than £319 £323 £249
10% offered a daily rate of more than £521 £550 £504
UK excluding London average daily rate £400 £390 £313
% change year-on-year
+2.56% +24.80%
Number of hourly rates quoted 0 3 0
Average hourly rate - £67.00 -
UK excluding London average hourly rate - £67.00 -
Dimensional Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
40103 37736 35030
As % of all contract IT jobs located in England 77.83% 76.45% 75.23%
Number of daily rates quoted 26527 23757 21722
Average daily rate £423 £410 £413
Average daily rate % change year-on-year
+3.17% -0.60%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 1073 1093 1022
Average hourly rate £28.50 £25.00 £32.50
Average hourly rate % change year-on-year
+14.00% -23.07%
90% offered a hourly rate of more than £12.50 £12.79 £13.28
10% offered a hourly rate of more than £52.19 £47.00 £50.00
UK excluding London average hourly rate £30.50 £26.50 £31.00
% change year-on-year
+15.09% -14.51%

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 31 July 2015.

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 31 July 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
London -6 51 £450 -10.00% 19
South West +3 21 £380 +16.92% 2
South East -16 16 £440 +10.00% 6
East of England +8 14 £310 -10.14%
Yorkshire -20 8 £480 +6.66%
North West -38 6 £520 +22.35% 1
North East -26 4 £473 +14.54%
West Midlands +2 2 £356 -1.72% 6
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 31 July 2015, 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.

1 201 (78.82%) Business Intelligence
2 165 (64.71%) SQL
3 153 (60.00%) ETL
4 147 (57.65%) Data Warehouse
5 130 (50.98%) Oracle
6 118 (46.27%) Data Modelling
7 89 (34.90%) Oracle Database
8 78 (30.59%) PL/SQL
9 76 (29.80%) Finance
10 72 (28.24%) SQL Server
11 69 (27.06%) ERwin
12 65 (25.49%) Oracle Database 11g
13 63 (24.71%) SQL Server Integration Services
14 59 (23.14%) Informatica
15 55 (21.57%) Kimball Methodology
16 52 (20.39%) Microsoft
16 52 (20.39%) SQL Server Reporting Services
17 51 (20.00%) BusinessObjects
18 48 (18.82%) SQL Server Analysis Services
19 37 (14.51%) Analytical Skills
20 36 (14.12%) Agile Software Development
21 34 (13.33%) Performance Tuning
22 33 (12.94%) Banking
22 33 (12.94%) SAS
23 29 (11.37%) T-SQL
24 28 (10.98%) Logical Data Model
25 27 (10.59%) Relational Database
26 26 (10.20%) .NET
26 26 (10.20%) UNIX
27 25 (9.80%) MS Excel

Dimensional Modelling
Top Related IT Skills in England by Category

For the 6 months to 31 July 2015, 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 33 (12.94%) SAS
2 8 (3.14%) Oracle Workflow
3 5 (1.96%) WebLogic
4 4 (1.57%) Oracle Application Server
5 3 (1.18%) PowerExchange
5 3 (1.18%) SharePoint
6 2 (0.78%) Tomcat
7 1 (0.39%) JBoss
7 1 (0.39%) Apache
7 1 (0.39%) WebSphere
Applications
1 25 (9.80%) MS Excel
2 10 (3.92%) MS Visio
3 8 (3.14%) PowerPivot
4 6 (2.35%) MS PowerPoint
5 5 (1.96%) Spreadsheet
6 3 (1.18%) MS Office
7 1 (0.39%) MS Project
Business Applications
1 4 (1.57%) Oracle BPM
2 2 (0.78%) Oracle EBS
2 2 (0.78%) Cognos Business Intelligence
2 2 (0.78%) Oracle EBS R12
3 1 (0.39%) Cognos TM1
3 1 (0.39%) Dynamics CRM
3 1 (0.39%) Endur
Cloud Services
1 1 (0.39%) Microsoft Azure
Communications & Networking
1 6 (2.35%) LDAP
2 4 (1.57%) Internet
2 4 (1.57%) 2G
3 3 (1.18%) HTTP
4 1 (0.39%) SSL
Database & Business Intelligence
1 147 (57.65%) Data Warehouse
2 89 (34.90%) Oracle Database
3 72 (28.24%) SQL Server
4 65 (25.49%) Oracle Database 11g
5 63 (24.71%) SQL Server Integration Services
6 52 (20.39%) SQL Server Reporting Services
7 51 (20.00%) BusinessObjects
8 48 (18.82%) SQL Server Analysis Services
9 27 (10.59%) Relational Database
10 24 (9.41%) Oracle Reports
11 23 (9.02%) OLAP
12 22 (8.63%) SQL Server 2012
13 18 (7.06%) Data Mart
14 17 (6.67%) QlikView
14 17 (6.67%) BusinessObjects Web Intelligence
15 15 (5.88%) Microsoft Analysis Services
15 15 (5.88%) PowerCenter
15 15 (5.88%) RDBMS
15 15 (5.88%) SSDT
15 15 (5.88%) Base SAS
Development Applications
1 69 (27.06%) ERwin
2 17 (6.67%) Team Foundation Server
3 7 (2.75%) Visual Studio
4 4 (1.57%) VSS/SourceSafe
4 4 (1.57%) Toad
4 4 (1.57%) PowerDesigner
4 4 (1.57%) Mercurial
4 4 (1.57%) Subversion
5 3 (1.18%) Oracle Forms
6 2 (0.78%) Talend Open Studio
7 1 (0.39%) JIRA
7 1 (0.39%) SQL Server Management Studio (SSMS)
General
1 76 (29.80%) Finance
2 33 (12.94%) Banking
3 20 (7.84%) Investment Banking
4 12 (4.71%) Retail
5 4 (1.57%) Telecoms
5 4 (1.57%) Marketing
6 3 (1.18%) Advertising
6 3 (1.18%) Publishing
7 2 (0.78%) Back Office
8 1 (0.39%) Legal
8 1 (0.39%) Dutch Language
8 1 (0.39%) French Language
Job Titles
1 173 (67.84%) Developer
2 48 (18.82%) Business Intelligence Developer
3 33 (12.94%) SQL Developer
3 33 (12.94%) Analyst
4 30 (11.76%) Architect
4 30 (11.76%) ETL Developer
5 19 (7.45%) Data Architect
6 17 (6.67%) Business Analyst
6 17 (6.67%) Lead Developer
6 17 (6.67%) Informatica Developer
7 15 (5.88%) Business Developer
8 14 (5.49%) Consultant
8 14 (5.49%) Business Objects Developer
8 14 (5.49%) SAS Developer
9 13 (5.10%) Oracle Developer
10 12 (4.71%) Business Intelligence Analyst
11 11 (4.31%) Senior Developer
12 10 (3.92%) Data Warehouse Developer
12 10 (3.92%) Data Modeller
12 10 (3.92%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 26 (10.20%) .NET
2 16 (6.27%) XML
3 14 (5.49%) MDX
4 9 (3.53%) Spring
5 8 (3.14%) Drools
5 8 (3.14%) HTML
5 8 (3.14%) Spring Integration
6 6 (2.35%) ASP.NET
6 6 (2.35%) XSLT
6 6 (2.35%) Web Services
7 4 (1.57%) Oracle Fusion
7 4 (1.57%) XML Schema
7 4 (1.57%) Middleware
7 4 (1.57%) XSD
8 3 (1.18%) DHTML
8 3 (1.18%) JPA
8 3 (1.18%) .NET Framework
9 2 (0.78%) ASP.NET MVC
10 1 (0.39%) JSON
10 1 (0.39%) Spring Security
Miscellaneous
1 37 (14.51%) Analytical Skills
2 14 (5.49%) Data Extraction
3 10 (3.92%) Data Integration
3 10 (3.92%) Algorithms
4 9 (3.53%) Computer Science
5 8 (3.14%) Foreign Exchange (FX)
5 8 (3.14%) Clustering
5 8 (3.14%) Equities
5 8 (3.14%) Derivative
5 8 (3.14%) Equity Derivative
6 7 (2.75%) Management Information System
7 6 (2.35%) Data Structures
8 4 (1.57%) Data Protection Act
8 4 (1.57%) Visualisation
8 4 (1.57%) Replication
8 4 (1.57%) W3C
9 2 (0.78%) NHS
9 2 (0.78%) Taxonomies
9 2 (0.78%) FMCG
9 2 (0.78%) Credit Risk
Operating Systems
1 26 (10.20%) UNIX
2 4 (1.57%) Linux
3 2 (0.78%) Windows
3 2 (0.78%) Apple iOS
4 1 (0.39%) Windows 8
4 1 (0.39%) Windows Server 2012
4 1 (0.39%) AIX
4 1 (0.39%) MVS
Processes & Methodologies
1 201 (78.82%) Business Intelligence
2 153 (60.00%) ETL
3 118 (46.27%) Data Modelling
4 55 (21.57%) Kimball Methodology
5 36 (14.12%) Agile Software Development
6 34 (13.33%) Performance Tuning
7 28 (10.98%) Logical Data Model
8 25 (9.80%) Data Architecture
9 21 (8.24%) SDLC
10 19 (7.45%) Physical Data Model
11 17 (6.67%) Analytics
12 16 (6.27%) ETL Development
12 16 (6.27%) Scrum
12 16 (6.27%) Migration
13 15 (5.88%) Data Management
13 15 (5.88%) Data Analysis
14 14 (5.49%) Data Migration
15 13 (5.10%) Data Mapping
15 13 (5.10%) Data Transformation
16 12 (4.71%) Technical Architecture
Programming Languages
1 165 (64.71%) SQL
2 78 (30.59%) PL/SQL
3 29 (11.37%) T-SQL
4 16 (6.27%) C#
5 15 (5.88%) Java
5 15 (5.88%) Shell Script
6 11 (4.31%) VB.NET
6 11 (4.31%) PowerShell
7 8 (3.14%) C
8 4 (1.57%) Bash Shell
8 4 (1.57%) Data Analysis Expressions (DAX)
8 4 (1.57%) VBA
8 4 (1.57%) Python
8 4 (1.57%) XPath
9 2 (0.78%) JavaScript
10 1 (0.39%) VBScript
10 1 (0.39%) VB
Qualifications
1 14 (5.49%) Degree
2 13 (5.10%) Security Cleared
3 7 (2.75%) SC Cleared
4 5 (1.96%) DV Cleared
5 4 (1.57%) HNC
5 4 (1.57%) HND
Quality Assurance & Compliance
1 20 (7.84%) Data Quality
2 10 (3.92%) QA
3 5 (1.96%) Sarbanes-Oxley
3 5 (1.96%) Basel II
4 4 (1.57%) EMIR
5 2 (0.78%) GAAP
6 1 (0.39%) SLA
System Software
1 4 (1.57%) Oracle RAC
2 3 (1.18%) Oracle Clusterware
3 1 (0.39%) Active Directory
Systems Management
1 4 (1.57%) Oracle Enterprise Manager
1 4 (1.57%) Oracle RMAN
1 4 (1.57%) Data Guard
1 4 (1.57%) Oracle Flashback
2 2 (0.78%) HP Quality Center
Vendors
1 130 (50.98%) Oracle
2 59 (23.14%) Informatica
3 52 (20.39%) Microsoft
4 22 (8.63%) SAP
5 16 (6.27%) Cognos
6 15 (5.88%) Teradata
7 12 (4.71%) IBM
8 11 (4.31%) Tableau
9 8 (3.14%) Sybase
10 7 (2.75%) CheckPoint
11 4 (1.57%) MicroStrategy
12 3 (1.18%) Netezza
13 2 (0.78%) Talend
13 2 (0.78%) Hyperion
13 2 (0.78%) Siebel
14 1 (0.39%) Vertica
14 1 (0.39%) Salesforce.com
14 1 (0.39%) Ab Initio
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