The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology 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.

The Kimball Lifecycle
Scotland / Edinburgh
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 70 90 81
Rank change year-on-year +20 -9  
Contract jobs citing Kimball Methodology 1 1 3
As % of all contract IT jobs advertised in Edinburgh 0.11% 0.066% 0.21%
As % of the Processes & Methodologies category 0.13% 0.080% 0.25%
Number of daily rates quoted 0 0 0
Median daily rate - - -
UK excluding London median daily rate £388 £425 £371
% change year-on-year -8.82% +14.47%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Kimball Methodology 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 Edinburgh with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Edinburgh
Contract job vacancies with a requirement for process and methodology skills 769 1246 1177
As % of all contract IT job vacancies advertised in Edinburgh 84.51% 82.63% 81.85%
Number of daily rates quoted 498 696 672
Median daily rate £400 £413 £400
Median daily rate % change year-on-year -3.03% +3.12%  
90% offered a daily rate of more than £275 £290 £275
10% offered a daily rate of more than £500 £575 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 9 6 13
Median hourly rate £15.18 £39.00 £37.50
Median hourly rate % change year-on-year -61.07% +4.00%  
90% offered a hourly rate of more than £11.78 £17.75 £14.00
10% offered a hourly rate of more than £33.12 £40.00 £47.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Kimball Methodology
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Kimball Methodology as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Kimball Methodology in Edinburgh

Kimball Methodology
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kimball Methodology in Edinburgh.

Contractor daily rate trend for Kimball Methodology in Edinburgh

For the 6 months to 29 March 2017, IT contractor jobs citing Kimball Methodology 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 Edinburgh region with a requirement for Kimball Methodology.

1 4 (100.00%) SQL
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Data Warehouse
2 3 (75.00%) ETL
2 3 (75.00%) Tableau
3 2 (50.00%) SAP Data Services
3 2 (50.00%) SQL Server Integration Services
3 2 (50.00%) BusinessObjects Web Intelligence
3 2 (50.00%) SQL Server Analysis Services
3 2 (50.00%) Dimensional Modelling
3 2 (50.00%) PL/SQL
3 2 (50.00%) SQL Server Reporting Services
3 2 (50.00%) BusinessObjects
3 2 (50.00%) Informatica
3 2 (50.00%) T-SQL
3 2 (50.00%) Oracle
3 2 (50.00%) SQL Server
3 2 (50.00%) SAP
4 1 (25.00%) Cognos
4 1 (25.00%) Project Management
4 1 (25.00%) Migration
4 1 (25.00%) SQL Server 2012
4 1 (25.00%) Data Virtualisation
4 1 (25.00%) ETL Development
4 1 (25.00%) SQL Server 2014

Kimball Methodology
Co-occurring IT Skills in Edinburgh 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:

Database & Business Intelligence
1 4 (100.00%) Data Warehouse
2 2 (50.00%) BusinessObjects
2 2 (50.00%) BusinessObjects Web Intelligence
2 2 (50.00%) SAP Data Services
2 2 (50.00%) SQL Server
2 2 (50.00%) SQL Server Analysis Services
2 2 (50.00%) SQL Server Integration Services
2 2 (50.00%) SQL Server Reporting Services
3 1 (25.00%) SQL Server 2012
3 1 (25.00%) SQL Server 2014
Job Titles
1 3 (75.00%) Business Intelligence Developer
1 3 (75.00%) Developer
2 1 (25.00%) Business Consultant
2 1 (25.00%) Business Intelligence Consultant
2 1 (25.00%) Consultant
2 1 (25.00%) Data Consultant
2 1 (25.00%) Data Warehouse Developer
2 1 (25.00%) Microsoft BI Developer
2 1 (25.00%) Microsoft Developer
2 1 (25.00%) SAP BI Consultant
2 1 (25.00%) SAP Business Consultant
2 1 (25.00%) SAP Consultant
2 1 (25.00%) SAP Data Consultant
2 1 (25.00%) SSAS Developer
2 1 (25.00%) SSIS Developer
2 1 (25.00%) SSRS Developer
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 3 (75.00%) ETL
3 2 (50.00%) Dimensional Modelling
4 1 (25.00%) Data Virtualisation
4 1 (25.00%) ETL Development
4 1 (25.00%) Migration
4 1 (25.00%) Project Management
Programming Languages
1 4 (100.00%) SQL
2 2 (50.00%) PL/SQL
2 2 (50.00%) T-SQL
Vendors
1 3 (75.00%) Tableau
2 2 (50.00%) Informatica
2 2 (50.00%) Oracle
2 2 (50.00%) SAP
3 1 (25.00%) Cognos