The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 22 January 2017 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
22 Jan 2017
Same period 2016 Same period 2015
Dimensional Modelling
London / City of London
Rank 142 145 184
Rank change year-on-year
+3 +39
Contract jobs citing Dimensional Modelling 11 4 10
As % of all contract IT jobs located in the City of London 0.38% 0.13% 0.20%
As % of the Processes & Methodologies category 0.44% 0.15% 0.24%
Number of daily rates quoted 7 4 10
Median daily rate £450 £425 £460
Median daily rate % change year-on-year
+5.88% -7.60%
90% offered a daily rate of more than £440 £425 £387
10% offered a daily rate of more than £550 £434 £501
UK excluding London median daily rate £400 £450 £425
% change year-on-year
-11.11% +5.88%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £67.00

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

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2490 2613 4166
As % of all contract IT jobs located in the City of London 86.04% 84.87% 81.81%
Number of daily rates quoted 1978 2051 3273
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £360 £317 £320
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 13 28 36
Median hourly rate £55.00 £28.00 £20.45
Median hourly rate % change year-on-year
+96.42% +36.95%
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Dimensional Modelling
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of 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 the City of London

Dimensional Modelling
Daily Rate Trend in the City of London

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

Dimensional Modelling Daily Rate Trend in the City of London

Dimensional Modelling
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the City of London region over the 3 months to 22 January 2017.

Dimensional Modelling Daily Rate Histogram in the City of London

Dimensional Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 22 January 2017, 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 City of London region with a requirement for Dimensional Modelling.

1 26 (86.67%) Data Warehouse
2 25 (83.33%) SQL
3 24 (80.00%) Data Modelling
3 24 (80.00%) Business Intelligence
4 18 (60.00%) Oracle
4 18 (60.00%) Data Management
4 18 (60.00%) Data Quality
5 16 (53.33%) Predictive Modelling
5 16 (53.33%) NoSQL
5 16 (53.33%) R
5 16 (53.33%) Netezza
5 16 (53.33%) Degree
5 16 (53.33%) C++
5 16 (53.33%) Data Structures
5 16 (53.33%) SDLC
6 15 (50.00%) Sybase
6 15 (50.00%) DB2
6 15 (50.00%) Python
6 15 (50.00%) Teradata
6 15 (50.00%) Data Transformation
6 15 (50.00%) Relational Database
7 9 (30.00%) SQL Server Integration Services
7 9 (30.00%) SQL Server
7 9 (30.00%) ETL
8 6 (20.00%) SQL Server Reporting Services
8 6 (20.00%) SQL Server Analysis Services
9 5 (16.67%) SharePoint
9 5 (16.67%) Finance
9 5 (16.67%) Microsoft
10 4 (13.33%) Agile Software Development

Dimensional Modelling
Top Related IT Skills in the City of 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 5 (16.67%) SharePoint
2 1 (3.33%) SAS
Applications
1 1 (3.33%) MS Excel
1 1 (3.33%) MS Visio
Business Applications
1 2 (6.67%) Dynamics AX
1 2 (6.67%) Dynamics CRM
Cloud Services
1 1 (3.33%) Amazon AWS
1 1 (3.33%) Google Cloud Platform
1 1 (3.33%) Microsoft Azure
Database & Business Intelligence
1 26 (86.67%) Data Warehouse
2 16 (53.33%) NoSQL
3 15 (50.00%) DB2
3 15 (50.00%) Relational Database
4 9 (30.00%) SQL Server
4 9 (30.00%) SQL Server Integration Services
5 6 (20.00%) SQL Server Analysis Services
5 6 (20.00%) SQL Server Reporting Services
6 3 (10.00%) SQL Server 2014
7 2 (6.67%) Big Data
7 2 (6.67%) Data Mining
7 2 (6.67%) Microsoft Analysis Services
7 2 (6.67%) Power BI
7 2 (6.67%) SQL Server 2008
8 1 (3.33%) Hadoop
8 1 (3.33%) IBM InfoSphere
8 1 (3.33%) MongoDB
8 1 (3.33%) PerformancePoint
8 1 (3.33%) PowerPivot
8 1 (3.33%) SQL Server 2012
Development Applications
1 1 (3.33%) Git (software)
1 1 (3.33%) JIRA
1 1 (3.33%) MSBuild
1 1 (3.33%) Subversion
General
1 5 (16.67%) Finance
2 2 (6.67%) Marketing
2 2 (6.67%) Retail
3 1 (3.33%) Banking
3 1 (3.33%) Games
3 1 (3.33%) Legal
Job Titles
1 19 (63.33%) Analyst
2 18 (60.00%) Data Analyst
3 12 (40.00%) SQL Analyst
3 12 (40.00%) SQL Data Analyst
4 9 (30.00%) Oracle Analyst
4 9 (30.00%) Teradata Analyst
5 7 (23.33%) Developer
6 4 (13.33%) Architect
6 4 (13.33%) Data Architect
7 3 (10.00%) Business Intelligence Analyst
7 3 (10.00%) Lead Data Architect
8 2 (6.67%) Administrator
8 2 (6.67%) Business Intelligence Developer
8 2 (6.67%) Cognos Developer
8 2 (6.67%) ETL Developer
8 2 (6.67%) Informatica Developer
8 2 (6.67%) SQL Developer
8 2 (6.67%) SQL Server Developer
8 2 (6.67%) SSIS Developer
9 1 (3.33%) SSAS Developer
Libraries, Frameworks & Software Standards
1 1 (3.33%) .NET
1 1 (3.33%) MDX
Miscellaneous
1 16 (53.33%) Data Structures
2 4 (13.33%) Management Information System
3 3 (10.00%) Analytical Skills
4 2 (6.67%) Visualisation
5 1 (3.33%) Computer Science
5 1 (3.33%) Data Integration
5 1 (3.33%) FMCG
5 1 (3.33%) Replication
5 1 (3.33%) User Experience
Operating Systems
1 1 (3.33%) Unix
Processes & Methodologies
1 24 (80.00%) Business Intelligence
1 24 (80.00%) Data Modelling
2 18 (60.00%) Data Management
3 16 (53.33%) Predictive Modelling
3 16 (53.33%) SDLC
4 15 (50.00%) Data Transformation
5 9 (30.00%) ETL
6 4 (13.33%) Agile Software Development
6 4 (13.33%) Data Analysis
6 4 (13.33%) Kimball Methodology
6 4 (13.33%) Stakeholder Management
7 3 (10.00%) Data Migration
7 3 (10.00%) Migration
8 2 (6.67%) CRM
8 2 (6.67%) Data Architecture
8 2 (6.67%) ERP
8 2 (6.67%) Information Management
8 2 (6.67%) Systems Analysis
8 2 (6.67%) UML
8 2 (6.67%) User Acceptance Testing
Programming Languages
1 25 (83.33%) SQL
2 16 (53.33%) C++
2 16 (53.33%) R
3 15 (50.00%) Python
4 3 (10.00%) T-SQL
5 2 (6.67%) C#
6 1 (3.33%) Data Analysis Expressions (DAX)
6 1 (3.33%) Java
6 1 (3.33%) SAS Macro
6 1 (3.33%) Shell Script
6 1 (3.33%) VB.NET
6 1 (3.33%) VBA
Qualifications
1 16 (53.33%) Degree
Quality Assurance & Compliance
1 18 (60.00%) Data Quality
2 1 (3.33%) Solvency II
Vendors
1 18 (60.00%) Oracle
2 16 (53.33%) Netezza
3 15 (50.00%) Sybase
3 15 (50.00%) Teradata
4 5 (16.67%) Microsoft
5 2 (6.67%) Cognos
5 2 (6.67%) Informatica
6 1 (3.33%) Alteryx
6 1 (3.33%) Google
6 1 (3.33%) IBM
6 1 (3.33%) JD Edwards
6 1 (3.33%) MicroStrategy
6 1 (3.33%) Tableau