The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Dimensional Modelling
England / London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 364 388 357
Rank change year-on-year +24 -31  
Contract jobs citing Dimensional Modelling 38 38 55
As % of all contract IT jobs advertised in London 0.19% 0.17% 0.26%
As % of the Processes & Methodologies category 0.23% 0.20% 0.31%
Number of daily rates quoted 26 30 37
Median daily rate £475 £444 £475
Median daily rate % change year-on-year +7.04% -6.57%  
90% offered a daily rate of more than £400 £311 £314
10% offered a daily rate of more than £525 £550 £675
UK excluding London median daily rate £414 £375 £425
% change year-on-year +10.40% -11.76%  
Number of hourly rates quoted 1 0 0
Median hourly rate £30.00 - -
UK excluding London median hourly rate - - -

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 16603 18995 17642
As % of all contract IT job vacancies advertised in London 85.16% 85.16% 81.98%
Number of daily rates quoted 11947 13727 12398
Median daily rate £485 £475 £450
Median daily rate % change year-on-year +2.10% +5.55%  
90% offered a daily rate of more than £345 £325 £310
10% offered a daily rate of more than £650 £625 £613
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 166 194 250
Median hourly rate £31.92 £22.12 £20.00
Median hourly rate % change year-on-year +44.33% +10.57%  
90% offered a hourly rate of more than £14.19 £12.15 £11.00
10% offered a hourly rate of more than £55.00 £52.50 £55.00
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

Dimensional Modelling
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Dimensional Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in London

Dimensional Modelling
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Dimensional Modelling in London

Dimensional Modelling
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Dimensional Modelling in London over the 3 months to 28 March 2017.

Contractor daily rate histogram for Dimensional Modelling in London

Dimensional Modelling
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Dimensional Modelling 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 28 March 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 -1 8 £513 +7.89% 2
Dimensional Modelling
England

For the 6 months to 28 March 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 68 (86.08%) Data Warehouse
2 59 (74.68%) SQL
3 53 (67.09%) Business Intelligence
4 50 (63.29%) ETL
5 43 (54.43%) Data Modelling
6 42 (53.16%) SQL Server
7 39 (49.37%) Oracle
8 27 (34.18%) SQL Server Integration Services
9 26 (32.91%) Finance
10 23 (29.11%) Data Management
11 22 (27.85%) SQL Server Analysis Services
11 22 (27.85%) Data Quality
12 21 (26.58%) T-SQL
13 20 (25.32%) Agile Software Development
14 19 (24.05%) Microsoft
15 18 (22.78%) SQL Server Reporting Services
16 17 (21.52%) Sybase
16 17 (21.52%) Kimball Methodology
17 16 (20.25%) Performance Tuning
17 16 (20.25%) QlikView
17 16 (20.25%) Degree
17 16 (20.25%) Teradata
18 15 (18.99%) Data Structures
18 15 (18.99%) SDLC
19 14 (17.72%) Management Information System
20 13 (16.46%) Banking
20 13 (16.46%) C++
20 13 (16.46%) Relational Database
21 12 (15.19%) Data Transformation
21 12 (15.19%) R

Dimensional Modelling
Co-occurring 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 (13.92%) SharePoint
2 2 (2.53%) Apache Spark
3 1 (1.27%) Oracle SOA Suite
3 1 (1.27%) SAS
Applications
1 6 (7.59%) MS Excel
1 6 (7.59%) MS Visio
Business Applications
1 4 (5.06%) Dynamics AX
1 4 (5.06%) Dynamics CRM
2 2 (2.53%) Oracle Retail
3 1 (1.27%) Cognos TM1
3 1 (1.27%) HFM
3 1 (1.27%) Hyperion Planning
3 1 (1.27%) SAP BPC
Cloud Services
1 5 (6.33%) Microsoft Azure
2 3 (3.80%) Amazon AWS
3 1 (1.27%) Cloud Computing
3 1 (1.27%) Google Cloud Platform
Database & Business Intelligence
1 68 (86.08%) Data Warehouse
2 42 (53.16%) SQL Server
3 27 (34.18%) SQL Server Integration Services
4 22 (27.85%) SQL Server Analysis Services
5 18 (22.78%) SQL Server Reporting Services
6 16 (20.25%) QlikView
7 13 (16.46%) Relational Database
8 12 (15.19%) OLAP
9 10 (12.66%) DB2
9 10 (12.66%) NoSQL
9 10 (12.66%) Oracle BI EE
10 9 (11.39%) BusinessObjects
11 8 (10.13%) Enterprise Data Warehouse
11 8 (10.13%) SQL Server 2012
12 7 (8.86%) BusinessObjects XI
12 7 (8.86%) OLAP Cube
12 7 (8.86%) Oracle Database
12 7 (8.86%) Oracle Database 11g
12 7 (8.86%) Star Schema
13 6 (7.59%) DataStage
Development Applications
1 5 (6.33%) Oracle APEX
1 5 (6.33%) Team Foundation Server
2 4 (5.06%) Git (software)
2 4 (5.06%) Visual Studio
3 1 (1.27%) JIRA
3 1 (1.27%) MSBuild
General
1 26 (32.91%) Finance
2 13 (16.46%) Banking
3 9 (11.39%) Front Office
4 5 (6.33%) Retail
5 3 (3.80%) Investment Banking
6 2 (2.53%) Legal
6 2 (2.53%) Publishing
Job Titles
1 34 (43.04%) Developer
2 24 (30.38%) Analyst
3 16 (20.25%) Data Analyst
3 16 (20.25%) SQL Developer
4 13 (16.46%) Architect
5 12 (15.19%) SQL Analyst
6 11 (13.92%) Data Architect
7 10 (12.66%) Data Warehouse Developer
7 10 (12.66%) ETL Developer
8 9 (11.39%) Oracle Analyst
9 8 (10.13%) SQL Data Analyst
10 7 (8.86%) Business Intelligence Analyst
11 6 (7.59%) Business Developer
11 6 (7.59%) SAP BusinessObjects (BO) Developer
11 6 (7.59%) SSIS Developer
11 6 (7.59%) Teradata Analyst
12 5 (6.33%) Administrator
12 5 (6.33%) Consultant
12 5 (6.33%) Lead Data Architect
12 5 (6.33%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (2.53%) .NET
1 2 (2.53%) MDX
Miscellaneous
1 15 (18.99%) Data Structures
2 14 (17.72%) Management Information System
3 4 (5.06%) Analytical Skills
3 4 (5.06%) Replication
4 3 (3.80%) Linux Command Line
5 2 (2.53%) Computer Science
6 1 (1.27%) Data Centre
6 1 (1.27%) Data Protection Act
6 1 (1.27%) Freedom of Information
6 1 (1.27%) Freedom of Information Act
6 1 (1.27%) NHS
6 1 (1.27%) Virtual Team
Operating Systems
1 3 (3.80%) Linux
1 3 (3.80%) Unix
Processes & Methodologies
1 53 (67.09%) Business Intelligence
2 50 (63.29%) ETL
3 43 (54.43%) Data Modelling
4 23 (29.11%) Data Management
5 20 (25.32%) Agile Software Development
6 17 (21.52%) Kimball Methodology
7 16 (20.25%) Performance Tuning
8 15 (18.99%) SDLC
9 12 (15.19%) CRM
9 12 (15.19%) Data Transformation
10 11 (13.92%) Analytics
10 11 (13.92%) Data Analysis
11 10 (12.66%) Predictive Modelling
12 9 (11.39%) Data Integration
12 9 (11.39%) Migration
13 8 (10.13%) Data Migration
14 7 (8.86%) Data Architecture
14 7 (8.86%) Risk Management
15 6 (7.59%) Data Cleansing
15 6 (7.59%) UML
Programming Languages
1 59 (74.68%) SQL
2 21 (26.58%) T-SQL
3 13 (16.46%) C++
4 12 (15.19%) PL/SQL
4 12 (15.19%) R
5 10 (12.66%) Python
6 3 (3.80%) C#
6 3 (3.80%) Java
6 3 (3.80%) Shell Script
7 1 (1.27%) VB.NET
7 1 (1.27%) VBA
Qualifications
1 16 (20.25%) Degree
2 1 (1.27%) Postgraduate
Quality Assurance & Compliance
1 22 (27.85%) Data Quality
2 5 (6.33%) QA
3 4 (5.06%) Solvency II
Vendors
1 39 (49.37%) Oracle
2 19 (24.05%) Microsoft
3 17 (21.52%) Sybase
4 16 (20.25%) Teradata
5 11 (13.92%) Netezza
6 8 (10.13%) Informatica
7 5 (6.33%) Siebel
7 5 (6.33%) Tableau
8 4 (5.06%) Cognos
9 3 (3.80%) IBM
9 3 (3.80%) Lavastorm
10 2 (2.53%) MicroStrategy
10 2 (2.53%) SAP
11 1 (1.27%) Ab Initio
11 1 (1.27%) Anaplan
11 1 (1.27%) Embarcadero
11 1 (1.27%) Google
11 1 (1.27%) Hyperion
11 1 (1.27%) JD Edwards
11 1 (1.27%) Salesforce.com
City, London
Ebury
Rate: £400.00 - £460.00 per day
Posted: 6 hours ago