The following table provides summary statistics for contract job vacancies advertised in Hampshire 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 29 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
South East / Hampshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 104 118 -
Rank change year-on-year +14 -  
Contract jobs citing Dimensional Modelling 8 7 0
As % of all contract IT jobs advertised in Hampshire 0.43% 0.32% -
As % of the Processes & Methodologies category 0.54% 0.40% -
Number of daily rates quoted 4 4 0
Median daily rate £481 £550 -
Median daily rate % change year-on-year -12.50% -  
UK excluding London median daily rate £414 £375 £425
% change year-on-year +10.40% -11.76%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Hampshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hampshire
Contract job vacancies with a requirement for process and methodology skills 1492 1771 1764
As % of all contract IT job vacancies advertised in Hampshire 79.62% 79.88% 81.63%
Number of daily rates quoted 904 1197 1004
Median daily rate £425 £375 £385
Median daily rate % change year-on-year +13.33% -2.59%  
90% offered a daily rate of more than £293 £280 £265
10% offered a daily rate of more than £575 £500 £538
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 96 68 86
Median hourly rate £42.50 £38.00 £35.00
Median hourly rate % change year-on-year +11.84% +8.57%  
90% offered a hourly rate of more than £13.30 £13.50 £12.50
10% offered a hourly rate of more than £67.89 £50.00 £45.00
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Dimensional Modelling
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire 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 Hampshire

Dimensional Modelling
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Dimensional Modelling in Hampshire

Dimensional Modelling
Contract Job Locations in Hampshire

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 Hampshire region over the 3 months to 29 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
Basingstoke - 3 £403 -
Andover -4 2 £475 -17.39%
Havant - 2 £488 -
Dimensional Modelling
South East

For the 6 months to 29 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 Hampshire region with a requirement for Dimensional Modelling.

1 10 (100.00%) Data Modelling
2 8 (80.00%) Business Intelligence
2 8 (80.00%) SQL
2 8 (80.00%) Oracle
3 6 (60.00%) Oracle Reports
3 6 (60.00%) Star Schema
3 6 (60.00%) Oracle BI EE
4 5 (50.00%) SC Cleared
4 5 (50.00%) Security Cleared
4 5 (50.00%) Finance
5 4 (40.00%) Data Warehouse
5 4 (40.00%) Oracle Database 12c
5 4 (40.00%) Oracle Database
6 3 (30.00%) SQL Server 2005
6 3 (30.00%) SQL Server
6 3 (30.00%) Dashboard Development
7 2 (20.00%) PL/SQL
7 2 (20.00%) Cognos
7 2 (20.00%) IBM
7 2 (20.00%) ETL
7 2 (20.00%) Toad
7 2 (20.00%) Tcl
7 2 (20.00%) SQLPlus
7 2 (20.00%) Oracle OWB
7 2 (20.00%) Oracle EBS
7 2 (20.00%) Agile Software Development
7 2 (20.00%) Retail
7 2 (20.00%) Kalido
7 2 (20.00%) SQL Server Integration Services
7 2 (20.00%) Data Mart

Dimensional Modelling
Co-occurring IT Skills in Hampshire 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:

Business Applications
1 2 (20.00%) Oracle EBS
2 1 (10.00%) SAP Oil and Gas
Database & Business Intelligence
1 6 (60.00%) Oracle BI EE
1 6 (60.00%) Oracle Reports
1 6 (60.00%) Star Schema
2 4 (40.00%) Data Warehouse
2 4 (40.00%) Oracle Database
2 4 (40.00%) Oracle Database 12c
3 3 (30.00%) SQL Server
3 3 (30.00%) SQL Server 2005
4 2 (20.00%) Cognos Framework Manager
4 2 (20.00%) Cognos Metric Studio
4 2 (20.00%) Data Mart
4 2 (20.00%) Kalido
4 2 (20.00%) Oracle BI Publisher
4 2 (20.00%) Oracle OWB
4 2 (20.00%) SQL Server 2008
4 2 (20.00%) SQL Server Integration Services
4 2 (20.00%) SQLPlus
5 1 (10.00%) BusinessObjects
5 1 (10.00%) DB2
5 1 (10.00%) SAP Data Services
Development Applications
1 2 (20.00%) Oracle APEX
1 2 (20.00%) Toad
General
1 5 (50.00%) Finance
2 2 (20.00%) Retail
3 1 (10.00%) Electronics
3 1 (10.00%) Manufacturing
3 1 (10.00%) Marketing
3 1 (10.00%) Telecoms
Job Titles
1 8 (80.00%) Developer
2 3 (30.00%) OBIEE Developer
3 2 (20.00%) Business Intelligence Developer
3 2 (20.00%) Business Intelligence Manager
3 2 (20.00%) Cognos BI Developer
3 2 (20.00%) Cognos Developer
3 2 (20.00%) Data Manager
3 2 (20.00%) Data Warehouse Developer
3 2 (20.00%) Oracle Developer
4 1 (10.00%) Consultant
4 1 (10.00%) Database Developer
4 1 (10.00%) Oracle Database Developer
4 1 (10.00%) SQL Database Developer
4 1 (10.00%) SQL Developer
4 1 (10.00%) Technical Consultant
4 1 (10.00%) Technical Specialist
Miscellaneous
1 2 (20.00%) Analytical Skills
2 1 (10.00%) iSeries
Operating Systems
1 1 (10.00%) Windows
Processes & Methodologies
1 10 (100.00%) Data Modelling
2 8 (80.00%) Business Intelligence
3 3 (30.00%) Dashboard Development
4 2 (20.00%) Agile Software Development
4 2 (20.00%) ETL
4 2 (20.00%) Inmon Methodology
4 2 (20.00%) Kanban
4 2 (20.00%) Kimball Methodology
4 2 (20.00%) Performance Tuning
4 2 (20.00%) Release Management
4 2 (20.00%) System Testing
4 2 (20.00%) Unit Testing
4 2 (20.00%) User Acceptance Testing
5 1 (10.00%) Data Integration
5 1 (10.00%) Digital Marketing
5 1 (10.00%) Programme Management
Programming Languages
1 8 (80.00%) SQL
2 2 (20.00%) PL/SQL
2 2 (20.00%) Tcl
Qualifications
1 5 (50.00%) SC Cleared
1 5 (50.00%) Security Cleared
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 8 (80.00%) Oracle
2 2 (20.00%) Cognos
2 2 (20.00%) IBM
3 1 (10.00%) SAP