The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 27 July 2016 with a comparison to the same period over 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.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 394 381 378
Rank change year-on-year
-13 -3
Contract jobs citing Dimensional Modelling 38 55 55
As % of all contract IT jobs located in London 0.17% 0.23% 0.24%
As % of the Processes & Methodologies category 0.20% 0.29% 0.29%
Number of daily rates quoted 23 41 26
Median daily rate £425 £450 £475
Median daily rate % change year-on-year
-5.55% -5.26%
90% offered a daily rate of more than £360 £400 £350
10% offered a daily rate of more than £625 £550 £625
UK excluding London median daily rate £420 £400 £383
% change year-on-year
+5.00% +4.57%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 - -
Dimensional 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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18903 19289 18977
As % of all contract IT jobs located in London 85.35% 81.64% 81.63%
Number of daily rates quoted 13664 13797 13298
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £308 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 144 232 231
Median hourly rate £23.00 £21.50 £20.06
Median hourly rate % change year-on-year
+6.97% +7.17%
90% offered a hourly rate of more than £12.50 £13.17 £14.00
10% offered a hourly rate of more than £50.00 £72.00 £53.50
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Dimensional Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Dimensional Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in London

Dimensional Modelling
Daily Rate Trend in London

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

Dimensional Modelling Daily Rate Trend in London

Dimensional Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the London region over the 3 months to 27 July 2016.

Dimensional Modelling Daily Rate Histogram in London

Dimensional Modelling
Hourly Rate Trend in London

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

Dimensional Modelling Hourly Rate Trend in London

Dimensional Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the London region over the 3 months to 27 July 2016. 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 see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +33 8 £438 -2.77% 4
Romford - 2 £390 -
Canary Wharf - 1 £600 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in London

For the 6 months to 27 July 2016, IT contractor jobs citing Dimensional Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Dimensional Modelling.

1 66 (78.57%) SQL
2 64 (76.19%) Business Intelligence
3 56 (66.67%) Data Warehouse
4 45 (53.57%) SQL Server
5 42 (50.00%) ETL
5 42 (50.00%) SQL Server Integration Services
6 36 (42.86%) SQL Server Reporting Services
7 33 (39.29%) SQL Server Analysis Services
8 29 (34.52%) Microsoft
9 28 (33.33%) T-SQL
10 25 (29.76%) Oracle
10 25 (29.76%) MS Excel
10 25 (29.76%) Agile Software Development
10 25 (29.76%) Kimball Methodology
11 23 (27.38%) Data Modelling
12 20 (23.81%) Relational Database
13 17 (20.24%) Finance
13 17 (20.24%) SQL Server 2012
14 16 (19.05%) Analytics
14 16 (19.05%) Banking
15 15 (17.86%) Data Management
15 15 (17.86%) SQL Server 2008
16 14 (16.67%) QlikView
16 14 (16.67%) OLAP
16 14 (16.67%) SDLC
17 13 (15.48%) Microsoft Analysis Services
17 13 (15.48%) Data Mart
17 13 (15.48%) NoSQL
18 11 (13.10%) Sybase
18 11 (13.10%) OLAP Cube

Dimensional Modelling
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (10.71%) SharePoint
2 2 (2.38%) SharePoint 2010
3 1 (1.19%) SAS
Applications
1 25 (29.76%) MS Excel
2 3 (3.57%) SPSS
Business Applications
1 2 (2.38%) Maximo
2 1 (1.19%) Dynamics AX
2 1 (1.19%) Oracle EBS
2 1 (1.19%) Oracle General Ledger
Cloud Services
1 5 (5.95%) Microsoft Azure
2 4 (4.76%) GitHub
3 2 (2.38%) Amazon AWS
3 2 (2.38%) SaaS
4 1 (1.19%) Cloud Computing
Communications & Networking
1 2 (2.38%) DNS
1 2 (2.38%) HTTP
2 1 (1.19%) Network Security
Database & Business Intelligence
1 56 (66.67%) Data Warehouse
2 45 (53.57%) SQL Server
3 42 (50.00%) SQL Server Integration Services
4 36 (42.86%) SQL Server Reporting Services
5 33 (39.29%) SQL Server Analysis Services
6 20 (23.81%) Relational Database
7 17 (20.24%) SQL Server 2012
8 15 (17.86%) SQL Server 2008
9 14 (16.67%) OLAP
9 14 (16.67%) QlikView
10 13 (15.48%) Data Mart
10 13 (15.48%) Microsoft Analysis Services
10 13 (15.48%) NoSQL
11 11 (13.10%) OLAP Cube
12 10 (11.90%) Power BI
13 9 (10.71%) DB2
13 9 (10.71%) SQL Server 2014
14 8 (9.52%) Big Data
15 7 (8.33%) BusinessObjects
16 6 (7.14%) Hadoop
Development Applications
1 6 (7.14%) Jenkins
2 2 (2.38%) Ant
2 2 (2.38%) JIRA
2 2 (2.38%) Maven
2 2 (2.38%) Moq
2 2 (2.38%) NuGet
2 2 (2.38%) SQL Server Management Studio (SSMS)
2 2 (2.38%) Talend Open Studio
2 2 (2.38%) Team Foundation Server
2 2 (2.38%) Visual Studio
3 1 (1.19%) Atlassian Bamboo
General
1 17 (20.24%) Finance
2 16 (19.05%) Banking
3 7 (8.33%) Investment Banking
4 3 (3.57%) Front Office
4 3 (3.57%) Retail
5 2 (2.38%) Publishing
6 1 (1.19%) General Ledger
6 1 (1.19%) Legal
6 1 (1.19%) Local Government
Job Titles
1 57 (67.86%) Developer
2 23 (27.38%) Business Intelligence Developer
3 16 (19.05%) Data Warehouse Developer
4 15 (17.86%) SQL Developer
5 14 (16.67%) Analyst
6 12 (14.29%) Data Mart Developer
7 11 (13.10%) Architect
8 10 (11.90%) Business Developer
9 9 (10.71%) SQL BI Developer
10 8 (9.52%) Data Analyst
10 8 (9.52%) SSAS Developer
11 7 (8.33%) Data Architect
11 7 (8.33%) Senior Developer
11 7 (8.33%) SQL Analyst
12 6 (7.14%) ETL Developer
13 4 (4.76%) Analyst Developer
13 4 (4.76%) Business Objects Developer
13 4 (4.76%) Microsoft BI Developer
13 4 (4.76%) Microsoft Developer
13 4 (4.76%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 10 (11.90%) .NET
2 9 (10.71%) MDX
3 5 (5.95%) .NET Framework
3 5 (5.95%) Web Services
4 3 (3.57%) JSON
5 2 (2.38%) Ajax
5 2 (2.38%) Backbone.js
5 2 (2.38%) Ember.js
5 2 (2.38%) Entity Framework
5 2 (2.38%) Ext JS
5 2 (2.38%) HTML5
5 2 (2.38%) KnockoutJS
5 2 (2.38%) Modernizr
5 2 (2.38%) NHibernate
5 2 (2.38%) Node.js
5 2 (2.38%) REST
5 2 (2.38%) RESTful
5 2 (2.38%) Spring.NET
5 2 (2.38%) StructureMap
5 2 (2.38%) WCF
Miscellaneous
1 8 (9.52%) Data Integration
1 8 (9.52%) Visualisation
2 7 (8.33%) Data Structures
3 6 (7.14%) Analytical Skills
3 6 (7.14%) Credit Risk
4 5 (5.95%) NHS
5 4 (4.76%) Data Extraction
6 2 (2.38%) Enterprise Software
6 2 (2.38%) Management Information System
6 2 (2.38%) Minimum Viable Product
6 2 (2.38%) Mobile App
7 1 (1.19%) Algorithms
7 1 (1.19%) Digital Media
7 1 (1.19%) Fixed Income
7 1 (1.19%) Replication
7 1 (1.19%) Virtual Team
Operating Systems
1 3 (3.57%) Linux
1 3 (3.57%) Windows
2 2 (2.38%) Unix
Processes & Methodologies
1 64 (76.19%) Business Intelligence
2 42 (50.00%) ETL
3 25 (29.76%) Agile Software Development
3 25 (29.76%) Kimball Methodology
4 23 (27.38%) Data Modelling
5 16 (19.05%) Analytics
6 15 (17.86%) Data Management
7 14 (16.67%) SDLC
8 8 (9.52%) Predictive Modelling
9 7 (8.33%) Master Data Management
10 6 (7.14%) Data Governance
11 5 (5.95%) Change Control
11 5 (5.95%) Continuous Integration
11 5 (5.95%) Data Architecture
11 5 (5.95%) Data Transformation
11 5 (5.95%) ETL Development
11 5 (5.95%) SOA
11 5 (5.95%) User Acceptance Testing
12 4 (4.76%) Logical Data Model
12 4 (4.76%) Performance Tuning
Programming Languages
1 66 (78.57%) SQL
2 28 (33.33%) T-SQL
3 9 (10.71%) Python
3 9 (10.71%) R
4 8 (9.52%) C++
5 7 (8.33%) JavaScript
6 6 (7.14%) C#
7 5 (5.95%) Data Analysis Expressions (DAX)
8 4 (4.76%) PL/SQL
9 3 (3.57%) VB.NET
10 2 (2.38%) Java
10 2 (2.38%) TypeScript
10 2 (2.38%) VB
10 2 (2.38%) VBA
11 1 (1.19%) PHP
11 1 (1.19%) PowerShell
Qualifications
1 9 (10.71%) Degree
2 1 (1.19%) MCSE
2 1 (1.19%) Microsoft Certification
Quality Assurance & Compliance
1 10 (11.90%) Data Quality
2 2 (2.38%) QA
3 1 (1.19%) Solvency II
Vendors
1 29 (34.52%) Microsoft
2 25 (29.76%) Oracle
3 11 (13.10%) Sybase
4 10 (11.90%) Teradata
5 8 (9.52%) Netezza
6 4 (4.76%) SAP
6 4 (4.76%) Tableau
7 3 (3.57%) Cognos
7 3 (3.57%) Informatica
8 2 (2.38%) Alteryx
8 2 (2.38%) MicroStrategy
8 2 (2.38%) Talend
8 2 (2.38%) Vertica
9 1 (1.19%) Ab Initio
9 1 (1.19%) Embarcadero
9 1 (1.19%) IBM
9 1 (1.19%) RedGate
9 1 (1.19%) Yardi
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