Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 22 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
Yorkshire > West Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 157 144 177
Rank change year-on-year -13 +33 -28
Contract jobs citing Dimensional Modelling 2 31 3
As % of all contract IT jobs advertised in West Yorkshire 0.065% 0.86% 0.068%
As % of the Processes & Methodologies category 0.077% 1.00% 0.080%
Number of daily rates quoted 0 8 2
West Yorkshire median daily rate - £420 £408
Median daily rate % change year-on-year - +3.07% +35.83%
Yorkshire median daily rate - £420 £505
% change year-on-year - -16.83% +2.28%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire 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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2588 3108 3727
As % of all contract IT jobs advertised in West Yorkshire 84.74% 86.29% 85.09%
Number of daily rates quoted 1781 2039 2565
West Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £268 £263
90th Percentile £545 £550 £538
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 69 63 108
West Yorkshire median hourly rate £16.00 £14.50 £15.00
Median hourly rate % change year-on-year +10.34% -3.33% +3.45%
10th Percentile £9.25 £10.20 £9.25
90th Percentile £40.00 £30.50 £40.75
Yorkshire median hourly rate £16.00 £14.81 £14.50
% change year-on-year +8.05% +2.12% -

Dimensional Modelling
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Dimensional Modelling in West Yorkshire

Dimensional Modelling
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Dimensional Modelling in West Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Dimensional Modelling.

1 2 (100.00%) OLAP
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Mining
1 2 (100.00%) ETL
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Microsoft
1 2 (100.00%) Data Management
1 2 (100.00%) Unit Testing
1 2 (100.00%) SQL Server Analysis Services
1 2 (100.00%) Data Integration
1 2 (100.00%) Data Architecture
1 2 (100.00%) Microsoft Azure
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Virtualisation
1 2 (100.00%) Line Management
1 2 (100.00%) Analytical Skills
1 2 (100.00%) OLAP Cube
1 2 (100.00%) API Development
1 2 (100.00%) Power BI
1 2 (100.00%) Conceptual Models

Dimensional Modelling
Co-occurring IT Skills in West Yorkshire 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:

Cloud Services
1 2 (100.00%) Microsoft Azure
Database & Business Intelligence
1 2 (100.00%) Data Mining
1 2 (100.00%) Data Warehouse
1 2 (100.00%) OLAP
1 2 (100.00%) OLAP Cube
1 2 (100.00%) Power BI
1 2 (100.00%) SQL Server Analysis Services
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Data Architect
Miscellaneous
1 2 (100.00%) Analytical Skills
Processes & Methodologies
1 2 (100.00%) API Development
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Conceptual Models
1 2 (100.00%) Data Architecture
1 2 (100.00%) Data Governance
1 2 (100.00%) Data Integration
1 2 (100.00%) Data Management
1 2 (100.00%) Data Modelling
1 2 (100.00%) Data Virtualisation
1 2 (100.00%) ETL
1 2 (100.00%) Line Management
1 2 (100.00%) Unit Testing
Vendors
1 2 (100.00%) Microsoft