Period
to 23 November 2017

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 6 months to 23 November 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
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 151 - 180
Rank change year-on-year - +180 -3
Contract jobs citing Dimensional Modelling 7 0 6
As % of all contract IT jobs advertised in Hampshire 0.20% - 0.14%
As % of the Processes & Methodologies category 0.25% - 0.16%
Number of daily rates quoted 4 0 4
Hampshire median daily rate £444 - £463
10th Percentile £344 - £433
90th Percentile £504 - £513
South East median daily rate £463 £438 £431
% change year-on-year +5.71% +1.45% +29.21%
Number of hourly rates quoted 0 0 0
Hampshire median hourly rate - - -
South East median hourly rate - - -

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Contract vacancies with a requirement for process or methodology skills 2835 3131 3659
As % of all contract IT jobs advertised in Hampshire 79.70% 80.30% 82.86%
Number of daily rates quoted 1677 2010 2254
Hampshire median daily rate £400 £400 £380
Median daily rate % change year-on-year - +5.26% +5.56%
10th Percentile £239 £250 £263
90th Percentile £538 £550 £513
South East median daily rate £425 £400 £395
% change year-on-year +6.25% +1.27% +5.33%
Number of hourly rates quoted 107 164 193
Hampshire median hourly rate £40.00 £38.75 £27.50
Median hourly rate % change year-on-year +3.23% +40.91% +18.92%
10th Percentile £12.24 £12.50 £12.50
90th Percentile £48.98 £56.75 £48.65
South East median hourly rate £23.00 £26.75 £26.60
% change year-on-year -14.02% +0.56% +52.00%

Dimensional Modelling
Job Vacancy Trend in Hampshire

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Hampshire.

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
Contractor Daily Rate Histogram in Hampshire

The daily rate distribution of IT jobs citing Dimensional Modelling in Hampshire over the 6 months to 23 November 2017.

Contractor daily rate histogram 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton - 4 £325 -
Hook - 2 £444 -
Portsmouth - 1 £500 -
Dimensional Modelling
South East

For the 6 months to 23 November 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 7 (100.00%) Data Warehouse
2 6 (85.71%) SQL
2 6 (85.71%) Data Modelling
3 5 (71.43%) ETL
3 5 (71.43%) Business Intelligence
4 4 (57.14%) Oracle
4 4 (57.14%) Kalido
5 3 (42.86%) Kimball Methodology
5 3 (42.86%) Data Management
5 3 (42.86%) Finance
5 3 (42.86%) SQL Server
6 2 (28.57%) Oracle Reports
6 2 (28.57%) Star Schema
6 2 (28.57%) Informatica
6 2 (28.57%) Control-M
6 2 (28.57%) Oracle ERP
6 2 (28.57%) ERP
6 2 (28.57%) E-business
6 2 (28.57%) Telecoms
6 2 (28.57%) Oracle Database 11g
6 2 (28.57%) Oracle BI EE
6 2 (28.57%) Data Transformation
6 2 (28.57%) Oracle ODI
6 2 (28.57%) Oracle Database
6 2 (28.57%) Oracle BI Publisher
6 2 (28.57%) Dashboard Development
6 2 (28.57%) Performance Optimisation
6 2 (28.57%) PL/SQL
7 1 (14.29%) Data Lake
7 1 (14.29%) Reference Data Management

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 (28.57%) Oracle ERP
Cloud Services
1 1 (14.29%) Azure Data Factory
1 1 (14.29%) Microsoft Azure
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 4 (57.14%) Kalido
3 3 (42.86%) SQL Server
4 2 (28.57%) Oracle BI EE
4 2 (28.57%) Oracle BI Publisher
4 2 (28.57%) Oracle Database
4 2 (28.57%) Oracle Database 11g
4 2 (28.57%) Oracle ODI
4 2 (28.57%) Oracle Reports
4 2 (28.57%) Star Schema
5 1 (14.29%) Azure SQL Data Warehouse
5 1 (14.29%) Data Lake
5 1 (14.29%) Enterprise Data Warehouse
5 1 (14.29%) Oracle Discoverer
5 1 (14.29%) SQL Server Integration Services
Development Applications
1 1 (14.29%) ERwin
General
1 3 (42.86%) Finance
2 2 (28.57%) Telecoms
3 1 (14.29%) Legal
Job Titles
1 4 (57.14%) Data Modeller
2 1 (14.29%) Architect
2 1 (14.29%) Consultant
2 1 (14.29%) Data Architect
2 1 (14.29%) Data Warehouse Specialist
2 1 (14.29%) Developer
2 1 (14.29%) OBIEE Developer
2 1 (14.29%) Oracle Consultant
2 1 (14.29%) Oracle Developer
Miscellaneous
1 1 (14.29%) Reference Data
Processes & Methodologies
1 6 (85.71%) Data Modelling
2 5 (71.43%) Business Intelligence
2 5 (71.43%) ETL
3 3 (42.86%) Data Management
3 3 (42.86%) Kimball Methodology
4 2 (28.57%) Dashboard Development
4 2 (28.57%) Data Transformation
4 2 (28.57%) E-business
4 2 (28.57%) ERP
4 2 (28.57%) Performance Optimisation
5 1 (14.29%) Data Architecture
5 1 (14.29%) Enterprise Architecture
5 1 (14.29%) Inmon Methodology
5 1 (14.29%) Master Data Management
5 1 (14.29%) Migration
5 1 (14.29%) Reference Data Management
5 1 (14.29%) Wealth Management
Programming Languages
1 6 (85.71%) SQL
2 2 (28.57%) PL/SQL
Systems Management
1 2 (28.57%) Control-M
Vendors
1 4 (57.14%) Oracle
2 2 (28.57%) Informatica
3 1 (14.29%) Tableau