The following table provides summary statistics for contract job vacancies advertised in the South East 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 22 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.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / South East
Rank 238 251 253
Rank change year-on-year +13 +2  
Contract jobs citing Dimensional Modelling 9 14 12
As % of all contract IT jobs advertised in the South East 0.12% 0.15% 0.12%
As % of the Processes & Methodologies category 0.14% 0.19% 0.16%
Number of daily rates quoted 5 7 5
Median daily rate £475 £450 £475
Median daily rate % change year-on-year +5.55% -5.26%  
90% offered a daily rate of more than £341 £375 £312
10% offered a daily rate of more than £488 £560 £505
UK excluding London median daily rate £402 £375 £425
% change year-on-year +7.06% -11.76%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £67.00

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 the South East with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South East
Contract job vacancies with a requirement for process and methodology skills 6276 7405 7740
As % of all contract IT job vacancies advertised in the South East 81.57% 81.20% 79.61%
Number of daily rates quoted 3613 4574 4231
Median daily rate £425 £400 £398
Median daily rate % change year-on-year +6.25% +0.62%  
90% offered a daily rate of more than £288 £275 £265
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £409 £400 £398
% change year-on-year +2.25% +0.62%  
Number of hourly rates quoted 238 269 273
Median hourly rate £29.92 £42.50 £33.00
Median hourly rate % change year-on-year -29.60% +28.78%  
90% offered a hourly rate of more than £12.00 £14.00 £13.65
10% offered a hourly rate of more than £55.00 £61.00 £47.83
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Dimensional Modelling
Job Vacancy Trend in the South East

The job posting trend of jobs advertised in the South East 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 the South East

Dimensional Modelling
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Dimensional Modelling in the South East

Dimensional Modelling
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Dimensional Modelling in the South East over the 3 months to 22 March 2017.

Contractor daily rate histogram for Dimensional Modelling in the South East

Dimensional Modelling
Contract Job Locations in the South East

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 South East region over the 3 months to 22 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
Hampshire +22 8 £481 -12.50%
Berkshire +19 1 £300 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 22 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 South East region with a requirement for Dimensional Modelling.

1 22 (78.57%) Data Modelling
2 21 (75.00%) Data Warehouse
3 17 (60.71%) Business Intelligence
4 14 (50.00%) Finance
4 14 (50.00%) SQL
5 12 (42.86%) Oracle
6 10 (35.71%) Agile Software Development
6 10 (35.71%) Data Architecture
7 9 (32.14%) SQL Server Integration Services
7 9 (32.14%) SQL Server
8 8 (28.57%) ETL
8 8 (28.57%) Hadoop
9 7 (25.00%) Netezza
9 7 (25.00%) Big Data
9 7 (25.00%) Kafka
9 7 (25.00%) Kimball Methodology
9 7 (25.00%) Data Lake
10 6 (21.43%) Banking
10 6 (21.43%) Oracle BI EE
10 6 (21.43%) Star Schema
10 6 (21.43%) Oracle Reports
11 5 (17.86%) BusinessObjects
11 5 (17.86%) SC Cleared
11 5 (17.86%) Security Cleared
11 5 (17.86%) Oracle Database
11 5 (17.86%) Analytical Skills
12 4 (14.29%) Performance Tuning
12 4 (14.29%) Oracle Database 12c
12 4 (14.29%) SQL Server Reporting Services
12 4 (14.29%) NoSQL

Dimensional Modelling
Top Related IT Skills in the South East 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 2 (7.14%) SharePoint
Applications
1 1 (3.57%) MS Excel
1 1 (3.57%) MS Office
1 1 (3.57%) MS Visio
Business Applications
1 2 (7.14%) Oracle EBS
2 1 (3.57%) SAP Oil and Gas
Communications & Networking
1 1 (3.57%) 2G
1 1 (3.57%) 3G
1 1 (3.57%) DHCP
1 1 (3.57%) DNS
1 1 (3.57%) LTE
1 1 (3.57%) Radio Access Network
1 1 (3.57%) SNMP
1 1 (3.57%) Telnet
Database & Business Intelligence
1 21 (75.00%) Data Warehouse
2 9 (32.14%) SQL Server
2 9 (32.14%) SQL Server Integration Services
3 8 (28.57%) Hadoop
4 7 (25.00%) Big Data
4 7 (25.00%) Data Lake
5 6 (21.43%) Oracle BI EE
5 6 (21.43%) Oracle Reports
5 6 (21.43%) Star Schema
6 5 (17.86%) BusinessObjects
6 5 (17.86%) Oracle Database
7 4 (14.29%) HBase
7 4 (14.29%) NoSQL
7 4 (14.29%) Oracle Database 12c
7 4 (14.29%) SQL Server Reporting Services
8 3 (10.71%) SQL Server 2005
8 3 (10.71%) SQL Server 2008
8 3 (10.71%) SQL Server 2012
8 3 (10.71%) SQL Server 2014
9 2 (7.14%) Oracle BI Publisher
Development Applications
1 2 (7.14%) Oracle APEX
1 2 (7.14%) Toad
General
1 14 (50.00%) Finance
2 6 (21.43%) Banking
3 3 (10.71%) Telecoms
4 2 (7.14%) Legal
4 2 (7.14%) Marketing
4 2 (7.14%) Retail
5 1 (3.57%) Electronics
5 1 (3.57%) Manufacturing
Job Titles
1 15 (53.57%) Developer
2 8 (28.57%) Architect
2 8 (28.57%) Data Architect
3 7 (25.00%) Big Data Architect
4 5 (17.86%) Business Intelligence Developer
5 4 (14.29%) Data Warehouse Developer
6 3 (10.71%) OBIEE Developer
6 3 (10.71%) SQL Developer
7 2 (7.14%) Business Intelligence Analyst
7 2 (7.14%) Business Intelligence Business Analyst
7 2 (7.14%) Cognos BI Developer
7 2 (7.14%) Cognos Developer
7 2 (7.14%) Data Manager
7 2 (7.14%) Database Developer
7 2 (7.14%) ETL Developer
7 2 (7.14%) Hadoop Architect
7 2 (7.14%) Oracle Developer
7 2 (7.14%) SQL BI Developer
7 2 (7.14%) SSIS Developer
7 2 (7.14%) SSRS Developer
Libraries, Frameworks & Software Standards
1 7 (25.00%) Kafka
2 2 (7.14%) MDX
2 2 (7.14%) XML
3 1 (3.57%) .NET
3 1 (3.57%) JSON
Miscellaneous
1 5 (17.86%) Analytical Skills
2 1 (3.57%) Data Structures
2 1 (3.57%) iSeries
2 1 (3.57%) Management Information System
Operating Systems
1 3 (10.71%) Unix
2 1 (3.57%) Linux
2 1 (3.57%) Windows
Processes & Methodologies
1 22 (78.57%) Data Modelling
2 17 (60.71%) Business Intelligence
3 10 (35.71%) Agile Software Development
3 10 (35.71%) Data Architecture
4 8 (28.57%) ETL
5 7 (25.00%) Kimball Methodology
6 4 (14.29%) Data Integration
6 4 (14.29%) Performance Tuning
7 3 (10.71%) Analytics
7 3 (10.71%) Dashboard Development
7 3 (10.71%) Unit Testing
8 2 (7.14%) Data Management
8 2 (7.14%) Data Validation
8 2 (7.14%) Functional Testing
8 2 (7.14%) Inmon Methodology
8 2 (7.14%) Kanban
8 2 (7.14%) Release Management
8 2 (7.14%) System Testing
8 2 (7.14%) Technical Architecture
8 2 (7.14%) User Acceptance Testing
Programming Languages
1 14 (50.00%) SQL
2 2 (7.14%) C#
2 2 (7.14%) Java
2 2 (7.14%) PL/SQL
2 2 (7.14%) Tcl
2 2 (7.14%) T-SQL
3 1 (3.57%) C++
3 1 (3.57%) Perl
3 1 (3.57%) VB.NET
Qualifications
1 5 (17.86%) SC Cleared
1 5 (17.86%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
2 1 (3.57%) QA
Vendors
1 12 (42.86%) Oracle
2 7 (25.00%) Netezza
3 3 (10.71%) Microsoft
3 3 (10.71%) SAP
4 2 (7.14%) Cognos
4 2 (7.14%) IBM
4 2 (7.14%) Teradata
5 1 (3.57%) Ericsson
5 1 (3.57%) Greenplum
5 1 (3.57%) Huawei
5 1 (3.57%) Informatica
5 1 (3.57%) Nokia Networks
5 1 (3.57%) Nortel
5 1 (3.57%) Samsung