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 24 February 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
24 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / London
Rank 360 382 359
Rank change year-on-year
+22 -23
Contract jobs citing Dimensional Modelling 37 38 57
As % of all contract IT jobs located in London 0.19% 0.18% 0.27%
As % of the Processes & Methodologies category 0.22% 0.21% 0.32%
Number of daily rates quoted 27 28 44
Median daily rate £475 £394 £470
Median daily rate % change year-on-year
+20.63% -16.22%
90% offered a daily rate of more than £400 £309 £335
10% offered a daily rate of more than £527 £550 £665
UK excluding London median daily rate £425 £438 £375
% change year-on-year
-2.85% +16.66%
Number of hourly rates quoted 1 0 0
Median hourly rate £30.00 - -
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16467 18222 17587
As % of all contract IT jobs located in London 85.00% 84.99% 82.28%
Number of daily rates quoted 11922 13052 12521
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £305
10% offered a daily rate of more than £640 £625 £600
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 155 219 209
Median hourly rate £33.00 £22.50 £21.50
Median hourly rate % change year-on-year
+46.66% +4.65%
90% offered a hourly rate of more than £14.50 £12.50 £11.00
10% offered a hourly rate of more than £70.00 £53.00 £54.25
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 24 February 2017.

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 24 February 2017. 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 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 +2 8 £513 +12.32% 5
Croydon +6 1 £438 +12.90%
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in London

For the 6 months to 24 February 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 London region with a requirement for Dimensional Modelling.

1 63 (84.00%) Data Warehouse
2 60 (80.00%) SQL
3 49 (65.33%) Business Intelligence
4 43 (57.33%) ETL
5 41 (54.67%) Data Modelling
6 38 (50.67%) Oracle
6 38 (50.67%) SQL Server
7 25 (33.33%) Data Management
8 24 (32.00%) SQL Server Integration Services
9 22 (29.33%) Finance
9 22 (29.33%) SQL Server Analysis Services
9 22 (29.33%) Data Quality
10 21 (28.00%) T-SQL
11 20 (26.67%) Sybase
12 19 (25.33%) Teradata
12 19 (25.33%) Data Structures
13 18 (24.00%) SDLC
13 18 (24.00%) Degree
14 17 (22.67%) SQL Server Reporting Services
14 17 (22.67%) Kimball Methodology
15 16 (21.33%) Relational Database
15 16 (21.33%) Agile Software Development
15 16 (21.33%) C++
15 16 (21.33%) Microsoft
16 15 (20.00%) R
17 14 (18.67%) NoSQL
17 14 (18.67%) Netezza
17 14 (18.67%) Data Transformation
17 14 (18.67%) Management Information System
18 13 (17.33%) Banking

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 11 (14.67%) SharePoint
2 2 (2.67%) Apache Spark
3 1 (1.33%) Oracle SOA Suite
3 1 (1.33%) SAS
Applications
1 5 (6.67%) MS Visio
2 3 (4.00%) MS Excel
Business Applications
1 4 (5.33%) Dynamics AX
1 4 (5.33%) Dynamics CRM
2 1 (1.33%) Oracle Retail
Cloud Services
1 3 (4.00%) Microsoft Azure
2 2 (2.67%) Amazon AWS
3 1 (1.33%) Cloud Computing
3 1 (1.33%) Google Cloud Platform
Database & Business Intelligence
1 63 (84.00%) Data Warehouse
2 38 (50.67%) SQL Server
3 24 (32.00%) SQL Server Integration Services
4 22 (29.33%) SQL Server Analysis Services
5 17 (22.67%) SQL Server Reporting Services
6 16 (21.33%) Relational Database
7 14 (18.67%) NoSQL
8 13 (17.33%) DB2
9 12 (16.00%) QlikView
10 9 (12.00%) OLAP
11 8 (10.67%) BusinessObjects
11 8 (10.67%) Oracle BI EE
11 8 (10.67%) SQL Server 2012
12 7 (9.33%) BusinessObjects XI
12 7 (9.33%) OLAP Cube
13 6 (8.00%) Oracle Database
13 6 (8.00%) Oracle Database 11g
14 5 (6.67%) Oracle BI Publisher
14 5 (6.67%) Oracle Database 12c
14 5 (6.67%) Sybase IQ
Development Applications
1 5 (6.67%) Oracle APEX
2 3 (4.00%) Git (software)
3 2 (2.67%) Team Foundation Server
4 1 (1.33%) JIRA
4 1 (1.33%) MSBuild
4 1 (1.33%) Talend Open Studio
4 1 (1.33%) Visual Studio
General
1 22 (29.33%) Finance
2 13 (17.33%) Banking
3 8 (10.67%) Front Office
4 3 (4.00%) Investment Banking
4 3 (4.00%) Legal
4 3 (4.00%) Retail
5 1 (1.33%) Marketing
Job Titles
1 33 (44.00%) Developer
2 26 (34.67%) Analyst
3 20 (26.67%) Data Analyst
4 17 (22.67%) SQL Developer
5 14 (18.67%) SQL Analyst
6 11 (14.67%) ETL Developer
7 10 (13.33%) Architect
7 10 (13.33%) Oracle Analyst
7 10 (13.33%) SQL Data Analyst
8 9 (12.00%) Data Architect
9 8 (10.67%) Data Warehouse Developer
10 7 (9.33%) Teradata Analyst
11 6 (8.00%) Business Developer
11 6 (8.00%) Consultant
11 6 (8.00%) SAP BusinessObjects (BO) Developer
11 6 (8.00%) SQL Server Developer
11 6 (8.00%) SSIS Developer
12 5 (6.67%) Administrator
12 5 (6.67%) Business Intelligence Analyst
13 4 (5.33%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 2 (2.67%) .NET
2 1 (1.33%) MDX
2 1 (1.33%) Web Services
Miscellaneous
1 19 (25.33%) Data Structures
2 14 (18.67%) Management Information System
3 4 (5.33%) Replication
4 3 (4.00%) Analytical Skills
4 3 (4.00%) Linux Command Line
5 2 (2.67%) Computer Science
6 1 (1.33%) Data Centre
6 1 (1.33%) Data Protection Act
6 1 (1.33%) Freedom of Information
6 1 (1.33%) Freedom of Information Act
6 1 (1.33%) NHS
6 1 (1.33%) Virtual Team
Operating Systems
1 3 (4.00%) Unix
2 2 (2.67%) Linux
Processes & Methodologies
1 49 (65.33%) Business Intelligence
2 43 (57.33%) ETL
3 41 (54.67%) Data Modelling
4 25 (33.33%) Data Management
5 18 (24.00%) SDLC
6 17 (22.67%) Kimball Methodology
7 16 (21.33%) Agile Software Development
8 14 (18.67%) Data Transformation
9 13 (17.33%) Predictive Modelling
10 12 (16.00%) Performance Tuning
11 10 (13.33%) CRM
12 9 (12.00%) Analytics
12 9 (12.00%) Migration
13 8 (10.67%) Data Analysis
13 8 (10.67%) Data Integration
13 8 (10.67%) Data Migration
14 7 (9.33%) Risk Management
14 7 (9.33%) Unit Testing
15 6 (8.00%) Data Architecture
15 6 (8.00%) ETRM
Programming Languages
1 60 (80.00%) SQL
2 21 (28.00%) T-SQL
3 16 (21.33%) C++
4 15 (20.00%) R
5 13 (17.33%) Python
6 12 (16.00%) PL/SQL
7 3 (4.00%) C#
7 3 (4.00%) Java
7 3 (4.00%) Shell Script
8 1 (1.33%) VB.NET
Qualifications
1 18 (24.00%) Degree
2 1 (1.33%) Postgraduate
Quality Assurance & Compliance
1 22 (29.33%) Data Quality
2 4 (5.33%) Solvency II
3 3 (4.00%) QA
Vendors
1 38 (50.67%) Oracle
2 20 (26.67%) Sybase
3 19 (25.33%) Teradata
4 16 (21.33%) Microsoft
5 14 (18.67%) Netezza
6 10 (13.33%) Informatica
7 5 (6.67%) Siebel
7 5 (6.67%) Tableau
8 4 (5.33%) Cognos
9 3 (4.00%) IBM
10 2 (2.67%) Lavastorm
11 1 (1.33%) Ab Initio
11 1 (1.33%) Alteryx
11 1 (1.33%) Google
11 1 (1.33%) JD Edwards
11 1 (1.33%) MicroStrategy
11 1 (1.33%) SAP
11 1 (1.33%) Talend
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