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 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 140 154 198
Rank change year-on-year
+14 +44
Contract jobs citing Dimensional Modelling 20 10 5
As % of all contract IT jobs located in the City of London 0.61% 0.29% 0.087%
As % of the Processes & Methodologies category 0.70% 0.35% 0.11%
Number of daily rates quoted 15 9 4
Median daily rate £450 £438 £400
Median daily rate % change year-on-year
+2.85% +9.37%
90% offered a daily rate of more than £441 £398 £374
10% offered a daily rate of more than £515 £500 £435
UK excluding London median daily rate £400 £450 £438
% change year-on-year
-11.11% +2.85%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £82.00
Dimensional Modelling
London

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
2866 2873 4626
As % of all contract IT jobs located in the City of London 87.40% 83.91% 80.65%
Number of daily rates quoted 2274 2300 3617
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 £350 £308 £310
10% offered a daily rate of more than £650 £650 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 28 23 52
Median hourly rate £27.50 £25.00 £18.00
Median hourly rate % change year-on-year
+10.00% +38.88%
90% offered a hourly rate of more than £14.50 £18.70 £10.85
10% offered a hourly rate of more than £55.00 £52.60 £38.00
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 6 December 2016.

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 6 December 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 City of London region with a requirement for Dimensional Modelling.

1 25 (86.21%) SQL
2 24 (82.76%) Data Warehouse
3 23 (79.31%) Business Intelligence
4 22 (75.86%) Data Modelling
5 17 (58.62%) Oracle
6 16 (55.17%) Data Management
6 16 (55.17%) Data Quality
7 15 (51.72%) Predictive Modelling
7 15 (51.72%) NoSQL
7 15 (51.72%) R
7 15 (51.72%) SDLC
7 15 (51.72%) Netezza
7 15 (51.72%) Degree
7 15 (51.72%) C++
8 14 (48.28%) Sybase
8 14 (48.28%) DB2
8 14 (48.28%) Python
8 14 (48.28%) Teradata
8 14 (48.28%) Data Structures
8 14 (48.28%) Data Transformation
8 14 (48.28%) Relational Database
9 9 (31.03%) SQL Server Integration Services
10 8 (27.59%) SQL Server
10 8 (27.59%) ETL
11 6 (20.69%) Agile Software Development
12 5 (17.24%) SQL Server Reporting Services
12 5 (17.24%) SQL Server Analysis Services
13 4 (13.79%) Kimball Methodology
13 4 (13.79%) Finance
13 4 (13.79%) Stakeholder Management

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 3 (10.34%) SharePoint
2 1 (3.45%) SAS
Applications
1 1 (3.45%) MS Excel
Business Applications
1 1 (3.45%) Dynamics AX
1 1 (3.45%) Dynamics CRM
Cloud Services
1 1 (3.45%) Amazon AWS
1 1 (3.45%) Google Cloud Platform
1 1 (3.45%) Microsoft Azure
Database & Business Intelligence
1 24 (82.76%) Data Warehouse
2 15 (51.72%) NoSQL
3 14 (48.28%) DB2
3 14 (48.28%) Relational Database
4 9 (31.03%) SQL Server Integration Services
5 8 (27.59%) SQL Server
6 5 (17.24%) SQL Server Analysis Services
6 5 (17.24%) SQL Server Reporting Services
7 3 (10.34%) SQL Server 2014
8 2 (6.90%) Big Data
8 2 (6.90%) Data Mining
8 2 (6.90%) Power BI
9 1 (3.45%) Base SAS
9 1 (3.45%) DataStage
9 1 (3.45%) Hadoop
9 1 (3.45%) IBM InfoSphere
9 1 (3.45%) MongoDB
9 1 (3.45%) MySQL
9 1 (3.45%) PowerPivot
9 1 (3.45%) SQL Server 2008
Development Applications
1 1 (3.45%) Git (software)
1 1 (3.45%) JIRA
1 1 (3.45%) MSBuild
1 1 (3.45%) Subversion
General
1 4 (13.79%) Finance
2 3 (10.34%) Retail
3 2 (6.90%) Marketing
4 1 (3.45%) Banking
4 1 (3.45%) Games
4 1 (3.45%) Legal
Job Titles
1 18 (62.07%) Analyst
2 16 (55.17%) Data Analyst
3 13 (44.83%) SQL Analyst
4 12 (41.38%) SQL Data Analyst
5 9 (31.03%) Oracle Analyst
5 9 (31.03%) Teradata Analyst
6 8 (27.59%) Developer
7 3 (10.34%) Architect
7 3 (10.34%) Business Intelligence Analyst
7 3 (10.34%) Business Intelligence Developer
7 3 (10.34%) Data Architect
7 3 (10.34%) SQL Developer
8 2 (6.90%) Administrator
8 2 (6.90%) Cognos Developer
8 2 (6.90%) Informatica Developer
8 2 (6.90%) Lead Data Architect
8 2 (6.90%) SQL BI Developer
8 2 (6.90%) SQL Server Developer
9 1 (3.45%) ETL Analyst
9 1 (3.45%) SSIS Developer
Miscellaneous
1 14 (48.28%) Data Structures
2 3 (10.34%) Management Information System
3 2 (6.90%) Analytical Skills
3 2 (6.90%) Visualisation
4 1 (3.45%) Computer Science
4 1 (3.45%) Data Integration
4 1 (3.45%) FMCG
4 1 (3.45%) Replication
4 1 (3.45%) User Experience
Operating Systems
1 1 (3.45%) Unix
Processes & Methodologies
1 23 (79.31%) Business Intelligence
2 22 (75.86%) Data Modelling
3 16 (55.17%) Data Management
4 15 (51.72%) Predictive Modelling
4 15 (51.72%) SDLC
5 14 (48.28%) Data Transformation
6 8 (27.59%) ETL
7 6 (20.69%) Agile Software Development
8 4 (13.79%) Kimball Methodology
8 4 (13.79%) Stakeholder Management
9 3 (10.34%) Data Analysis
9 3 (10.34%) Data Migration
9 3 (10.34%) Migration
10 2 (6.90%) Data Architecture
10 2 (6.90%) E-Commerce
10 2 (6.90%) ERP
10 2 (6.90%) Kanban
10 2 (6.90%) Scrum
10 2 (6.90%) Systems Analysis
10 2 (6.90%) User Acceptance Testing
Programming Languages
1 25 (86.21%) SQL
2 15 (51.72%) C++
2 15 (51.72%) R
3 14 (48.28%) Python
4 3 (10.34%) T-SQL
5 1 (3.45%) C#
5 1 (3.45%) Data Analysis Expressions (DAX)
5 1 (3.45%) Java
5 1 (3.45%) SAS Macro
5 1 (3.45%) Shell Script
5 1 (3.45%) VBA
Qualifications
1 15 (51.72%) Degree
Quality Assurance & Compliance
1 16 (55.17%) Data Quality
Vendors
1 17 (58.62%) Oracle
2 15 (51.72%) Netezza
3 14 (48.28%) Sybase
3 14 (48.28%) Teradata
4 4 (13.79%) Microsoft
5 2 (6.90%) Cognos
5 2 (6.90%) Informatica
5 2 (6.90%) MicroStrategy
5 2 (6.90%) Tableau
6 1 (3.45%) Alteryx
6 1 (3.45%) Google
6 1 (3.45%) IBM
6 1 (3.45%) JD Edwards