The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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 23 June 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 West / Gloucestershire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 40 - 50
Rank change year-on-year - 0  
Contract jobs citing Dimensional Modelling 4 0 4
As % of all contract IT jobs advertised in Gloucestershire 1.23% - 0.88%
As % of the Processes & Methodologies category 1.56% - 1.13%
Number of daily rates quoted 4 0 4
Median daily rate £425 - £368
UK excluding London median daily rate £450 £413 £425
% change year-on-year +9.09% -2.94%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £20.50 -

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 Gloucestershire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Gloucestershire
Contract job vacancies with a requirement for process and methodology skills 256 365 354
As % of all contract IT job vacancies advertised in Gloucestershire 79.01% 76.68% 77.63%
Number of daily rates quoted 160 209 233
Median daily rate £350 £400 £413
Median daily rate % change year-on-year -12.50% -3.03%  
90% offered a daily rate of more than £263 £300 £300
10% offered a daily rate of more than £450 £600 £510
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 32 13 19
Median hourly rate £45.00 £27.50 £27.50
Median hourly rate % change year-on-year +63.63% -  
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Dimensional Modelling
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire 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 Gloucestershire

Dimensional Modelling
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for Dimensional Modelling in Gloucestershire

Dimensional Modelling
Contract Job Locations in Gloucestershire

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 Gloucestershire region over the 3 months to 23 June 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
Gloucester - 3 £425 -
Dimensional Modelling
South West

For the 6 months to 23 June 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 Gloucestershire region with a requirement for Dimensional Modelling.

1 9 (100.00%) Data Warehouse
1 9 (100.00%) Business Intelligence
2 8 (88.89%) SQL
2 8 (88.89%) Finance
3 7 (77.78%) Degree
3 7 (77.78%) SDLC
4 6 (66.67%) HNC
4 6 (66.67%) HND
5 5 (55.56%) Data Modelling
5 5 (55.56%) Kimball Methodology
5 5 (55.56%) Relational Database
5 5 (55.56%) Teradata
6 4 (44.44%) Validation
6 4 (44.44%) Stakeholder Management
6 4 (44.44%) Banking
6 4 (44.44%) Data Analysis
6 4 (44.44%) Data Mining
7 3 (33.33%) Investment Banking
7 3 (33.33%) Analytical Skills
8 2 (22.22%) PL/SQL
9 1 (11.11%) Quality Management
9 1 (11.11%) BusinessObjects
9 1 (11.11%) ISEB
9 1 (11.11%) Shell Script
9 1 (11.11%) Sarbanes-Oxley
9 1 (11.11%) Basel II
9 1 (11.11%) ETL
9 1 (11.11%) SAS
9 1 (11.11%) Unisys
9 1 (11.11%) ISO 9000

Dimensional Modelling
Co-occurring IT Skills in Gloucestershire 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 1 (11.11%) SAS
Database & Business Intelligence
1 9 (100.00%) Data Warehouse
2 5 (55.56%) Relational Database
3 4 (44.44%) Data Mining
4 1 (11.11%) BusinessObjects
4 1 (11.11%) SQL Server
General
1 8 (88.89%) Finance
2 4 (44.44%) Banking
3 3 (33.33%) Investment Banking
Job Titles
1 6 (66.67%) Developer
2 4 (44.44%) Business Intelligence Developer
2 4 (44.44%) Data Warehouse Developer
3 2 (22.22%) Analyst
4 1 (11.11%) Analyst Developer
4 1 (11.11%) Architect
4 1 (11.11%) Business Intelligence Analyst
4 1 (11.11%) Business Intelligence Architect
4 1 (11.11%) Teradata Analyst
4 1 (11.11%) Teradata Developer
4 1 (11.11%) Test Analyst
Miscellaneous
1 3 (33.33%) Analytical Skills
2 1 (11.11%) Data Protection Act
Operating Systems
1 1 (11.11%) Unix
Processes & Methodologies
1 9 (100.00%) Business Intelligence
2 7 (77.78%) SDLC
3 5 (55.56%) Data Modelling
3 5 (55.56%) Kimball Methodology
4 4 (44.44%) Data Analysis
4 4 (44.44%) Stakeholder Management
4 4 (44.44%) Validation
5 1 (11.11%) Data Governance
5 1 (11.11%) Data Protection
5 1 (11.11%) ETL
5 1 (11.11%) Quality Management
5 1 (11.11%) Test Strategy
5 1 (11.11%) Web Development
Programming Languages
1 8 (88.89%) SQL
2 2 (22.22%) PL/SQL
3 1 (11.11%) Shell Script
Qualifications
1 7 (77.78%) Degree
2 6 (66.67%) HNC
2 6 (66.67%) HND
3 1 (11.11%) ISEB
3 1 (11.11%) ISTQB
Quality Assurance & Compliance
1 1 (11.11%) Basel II
1 1 (11.11%) ISO 9000
1 1 (11.11%) Sarbanes-Oxley
Vendors
1 5 (55.56%) Teradata
2 1 (11.11%) Oracle
2 1 (11.11%) Unisys