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 3 May 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
3 May 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 399 362 382
Rank change year-on-year
-37 +20
Contract jobs citing Dimensional Modelling 45 58 52
As % of all contract IT jobs located in London 0.20% 0.26% 0.22%
As % of the Processes & Methodologies category 0.24% 0.32% 0.27%
Number of daily rates quoted 37 37 36
Median daily rate £450 £475 £463
Median daily rate % change year-on-year
-5.26% +2.70%
90% offered a daily rate of more than £323 £330 £351
10% offered a daily rate of more than £550 £550 £675
UK excluding London median daily rate £350 £435 £420
% change year-on-year
-19.54% +3.57%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
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
19139 18033 19103
As % of all contract IT jobs located in London 83.78% 80.75% 80.60%
Number of daily rates quoted 13950 12592 13565
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 165 257 238
Median hourly rate £21.89 £20.31 £23.00
Median hourly rate % change year-on-year
+7.77% -11.69%
90% offered a hourly rate of more than £12.50 £11.00 £13.00
10% offered a hourly rate of more than £52.42 £55.00 £50.00
UK excluding London median hourly rate £36.00 £31.00 £31.50
% change year-on-year
+16.12% -1.58%

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 3 May 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 3 May 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 4 £450 +33.33% 5
Canary Wharf - 1 £475 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in London

For the 6 months to 3 May 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 54 (83.08%) SQL
2 47 (72.31%) Data Warehouse
3 42 (64.62%) Business Intelligence
4 37 (56.92%) SQL Server Integration Services
5 34 (52.31%) SQL Server
6 32 (49.23%) SQL Server Reporting Services
7 31 (47.69%) ETL
8 30 (46.15%) T-SQL
9 26 (40.00%) SQL Server Analysis Services
10 24 (36.92%) Data Modelling
11 19 (29.23%) Kimball Methodology
12 18 (27.69%) Microsoft
13 16 (24.62%) SQL Server 2008
14 15 (23.08%) Oracle
15 14 (21.54%) Data Mart
16 13 (20.00%) QlikView
16 13 (20.00%) MS Excel
16 13 (20.00%) NoSQL
16 13 (20.00%) Data Quality
16 13 (20.00%) SQL Server 2012
16 13 (20.00%) Relational Database
17 12 (18.46%) Banking
17 12 (18.46%) Finance
18 10 (15.38%) NHS
19 9 (13.85%) Sybase
19 9 (13.85%) Data Management
19 9 (13.85%) SDLC
19 9 (13.85%) R
19 9 (13.85%) Predictive Modelling
20 8 (12.31%) Agile Software Development

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 5 (7.69%) SharePoint
2 2 (3.08%) Apache
2 2 (3.08%) Apache Pig
2 2 (3.08%) Node.js
2 2 (3.08%) SharePoint 2010
Applications
1 13 (20.00%) MS Excel
2 1 (1.54%) MS Visio
Business Applications
1 1 (1.54%) Maximo
Cloud Services
1 1 (1.54%) Amazon AWS
1 1 (1.54%) Microsoft Azure
1 1 (1.54%) SaaS
Database & Business Intelligence
1 47 (72.31%) Data Warehouse
2 37 (56.92%) SQL Server Integration Services
3 34 (52.31%) SQL Server
4 32 (49.23%) SQL Server Reporting Services
5 26 (40.00%) SQL Server Analysis Services
6 16 (24.62%) SQL Server 2008
7 14 (21.54%) Data Mart
8 13 (20.00%) NoSQL
8 13 (20.00%) QlikView
8 13 (20.00%) Relational Database
8 13 (20.00%) SQL Server 2012
9 8 (12.31%) Microsoft Analysis Services
10 7 (10.77%) DB2
11 5 (7.69%) OLAP
12 4 (6.15%) MongoDB
12 4 (6.15%) OLAP Cube
12 4 (6.15%) Power BI
12 4 (6.15%) PowerPivot
13 3 (4.62%) Oracle BI EE
13 3 (4.62%) SQL Server 2014
Development Applications
1 2 (3.08%) PowerDesigner
2 1 (1.54%) Atlassian Bamboo
2 1 (1.54%) ERwin
2 1 (1.54%) JIRA
2 1 (1.54%) SQL Server Management Studio (SSMS)
2 1 (1.54%) Talend Open Studio
2 1 (1.54%) Visual Studio
General
1 12 (18.46%) Banking
1 12 (18.46%) Finance
2 3 (4.62%) Front Office
2 3 (4.62%) Investment Banking
3 2 (3.08%) Publishing
3 2 (3.08%) Retail
4 1 (1.54%) Advertising
4 1 (1.54%) Legal
4 1 (1.54%) Retail Banking
Job Titles
1 47 (72.31%) Developer
2 13 (20.00%) SQL Developer
3 12 (18.46%) Business Intelligence Developer
3 12 (18.46%) Data Mart Developer
4 10 (15.38%) Business Developer
5 9 (13.85%) Analyst
6 7 (10.77%) Architect
6 7 (10.77%) Data Analyst
6 7 (10.77%) ETL Developer
7 5 (7.69%) Data Architect
7 5 (7.69%) Senior Developer
7 5 (7.69%) SQL Analyst
7 5 (7.69%) SSIS Developer
8 4 (6.15%) Consultant
8 4 (6.15%) Data Warehouse Developer
8 4 (6.15%) NoSQL Developer
9 3 (4.62%) Data Modeller
9 3 (4.62%) MongoDB Developer
9 3 (4.62%) SQL Server Developer
9 3 (4.62%) SSAS Developer
Libraries, Frameworks & Software Standards
1 4 (6.15%) .NET
1 4 (6.15%) MDX
2 3 (4.62%) .NET Framework
2 3 (4.62%) JSON
2 3 (4.62%) Web Services
3 2 (3.08%) REST
3 2 (3.08%) XML
3 2 (3.08%) XSD
3 2 (3.08%) XSLT
4 1 (1.54%) Akka
4 1 (1.54%) FIX Protocol
4 1 (1.54%) FpML
Miscellaneous
1 10 (15.38%) NHS
2 7 (10.77%) Analytical Skills
2 7 (10.77%) Data Integration
3 4 (6.15%) Visualisation
4 3 (4.62%) Management Information System
5 2 (3.08%) Data Structures
5 2 (3.08%) Enterprise Software
6 1 (1.54%) Computer Science
6 1 (1.54%) Fixed Income
6 1 (1.54%) Minimum Viable Product
6 1 (1.54%) Mobile App
Operating Systems
1 1 (1.54%) Linux
1 1 (1.54%) Unix
1 1 (1.54%) Windows
Processes & Methodologies
1 42 (64.62%) Business Intelligence
2 31 (47.69%) ETL
3 24 (36.92%) Data Modelling
4 19 (29.23%) Kimball Methodology
5 9 (13.85%) Data Management
5 9 (13.85%) Predictive Modelling
5 9 (13.85%) SDLC
6 8 (12.31%) Agile Software Development
7 7 (10.77%) ETL Development
8 6 (9.23%) Analytics
8 6 (9.23%) MapReduce
9 4 (6.15%) Data Analysis
9 4 (6.15%) Data Architecture
9 4 (6.15%) Data Governance
9 4 (6.15%) Data Mapping
9 4 (6.15%) Data Migration
9 4 (6.15%) Data Transformation
9 4 (6.15%) Logical Data Model
9 4 (6.15%) Migration
9 4 (6.15%) Physical Data Model
Programming Languages
1 54 (83.08%) SQL
2 30 (46.15%) T-SQL
3 9 (13.85%) R
4 7 (10.77%) C++
4 7 (10.77%) Python
5 4 (6.15%) C#
5 4 (6.15%) Data Analysis Expressions (DAX)
5 4 (6.15%) JavaScript
6 2 (3.08%) PL/SQL
6 2 (3.08%) VB
7 1 (1.54%) PowerShell
7 1 (1.54%) VB.NET
Qualifications
1 8 (12.31%) Degree
2 1 (1.54%) MCSE
2 1 (1.54%) Microsoft Certification
2 1 (1.54%) SAP Certification
Quality Assurance & Compliance
1 13 (20.00%) Data Quality
2 2 (3.08%) QA
Vendors
1 18 (27.69%) Microsoft
2 15 (23.08%) Oracle
3 9 (13.85%) Sybase
4 7 (10.77%) Netezza
4 7 (10.77%) Teradata
5 3 (4.62%) SAP
6 2 (3.08%) Cloudera
6 2 (3.08%) Hortonworks
7 1 (1.54%) Cognos
7 1 (1.54%) Guidewire
7 1 (1.54%) Informatica
7 1 (1.54%) MicroStrategy
7 1 (1.54%) RedGate
7 1 (1.54%) Talend
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