The following table provides summary statistics for contract job vacancies advertised in Scotland 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 28 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.

The Kimball Lifecycle
UK / Scotland
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 113 145 -
Rank change year-on-year +32 -  
Contract jobs citing Kimball Methodology 4 6 0
As % of all contract IT jobs advertised in Scotland 0.18% 0.20% -
As % of the Processes & Methodologies category 0.22% 0.24% -
Number of daily rates quoted 2 1 0
Median daily rate £523 £450 -
Median daily rate % change year-on-year +16.11% -  
UK excluding London median daily rate £425 £395 £365
% change year-on-year +7.59% +8.21%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £49.00 £43.88
% change year-on-year - +11.68%  

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 Scotland with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Scotland
Contract job vacancies with a requirement for process and methodology skills 1815 2515 2405
As % of all contract IT job vacancies advertised in Scotland 82.35% 85.49% 81.39%
Number of daily rates quoted 1022 1424 1231
Median daily rate £400 £375 £360
Median daily rate % change year-on-year +6.66% +4.16%  
90% offered a daily rate of more than £290 £247 £263
10% offered a daily rate of more than £550 £500 £475
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 45 57 64
Median hourly rate £37.50 £36.75 £30.50
Median hourly rate % change year-on-year +2.04% +20.49%  
90% offered a hourly rate of more than £13.75 £13.50 £13.00
10% offered a hourly rate of more than £50.00 £43.00 £40.00
UK excluding London median hourly rate £34.75 £28.50 £30.00
% change year-on-year +21.92% -5.00%  

Kimball Methodology
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Kimball Methodology
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Kimball Methodology in Scotland

Kimball Methodology
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kimball Methodology within the Scotland region over the 3 months to 28 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
Glasgow -4 2 £523 +16.11%
Edinburgh - 1 - -
Kimball Methodology
UK

For the 6 months to 28 June 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 Scotland region with a requirement for Kimball Methodology.

1 5 (100.00%) Business Intelligence
2 4 (80.00%) SQL Server
2 4 (80.00%) Data Warehouse
3 3 (60.00%) Microsoft
3 3 (60.00%) Cognos
4 2 (40.00%) Stakeholder Engagement
4 2 (40.00%) Data Governance
4 2 (40.00%) Data Analytics
4 2 (40.00%) ArchiMate
4 2 (40.00%) Analytics
4 2 (40.00%) Logical Data Model
4 2 (40.00%) Master Data Management
4 2 (40.00%) Cognos Framework Manager
4 2 (40.00%) Conceptual Models
4 2 (40.00%) Data Strategy
4 2 (40.00%) Data Security
4 2 (40.00%) Snowflake Schema
4 2 (40.00%) Data Modelling
4 2 (40.00%) SQL
4 2 (40.00%) Data Management
4 2 (40.00%) TOGAF
4 2 (40.00%) SQL Server Reporting Services
4 2 (40.00%) Stakeholder Management
4 2 (40.00%) SQL Server Integration Services
4 2 (40.00%) Enterprise Architecture
4 2 (40.00%) Degree
4 2 (40.00%) Cognos Business Intelligence
4 2 (40.00%) SQL Server Analysis Services
4 2 (40.00%) ERD
4 2 (40.00%) Data Integration

Kimball Methodology
Co-occurring IT Skills in Scotland 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:

Applications
1 1 (20.00%) Microsoft Excel
Business Applications
1 2 (40.00%) Cognos Business Intelligence
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
1 4 (80.00%) SQL Server
2 2 (40.00%) Cognos Framework Manager
2 2 (40.00%) Snowflake Schema
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) SQL Server Integration Services
2 2 (40.00%) SQL Server Reporting Services
3 1 (20.00%) Big Data
3 1 (20.00%) BusinessObjects XI
3 1 (20.00%) Oracle BI EE
3 1 (20.00%) Power BI
General
1 1 (20.00%) Finance
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Architect
2 2 (40.00%) Business Intelligence Developer
2 2 (40.00%) Data Architect
3 1 (20.00%) Data Warehouse Developer
3 1 (20.00%) Microsoft BI Developer
3 1 (20.00%) Microsoft Developer
3 1 (20.00%) Power BI Developer
3 1 (20.00%) Tableau Developer
Processes & Methodologies
1 5 (100.00%) Business Intelligence
2 2 (40.00%) Analytics
2 2 (40.00%) ArchiMate
2 2 (40.00%) Conceptual Models
2 2 (40.00%) Data Analytics
2 2 (40.00%) Data Governance
2 2 (40.00%) Data Integration
2 2 (40.00%) Data Management
2 2 (40.00%) Data Modelling
2 2 (40.00%) Data Security
2 2 (40.00%) Data Strategy
2 2 (40.00%) Enterprise Architecture
2 2 (40.00%) ERD
2 2 (40.00%) Logical Data Model
2 2 (40.00%) Master Data Management
2 2 (40.00%) Stakeholder Engagement
2 2 (40.00%) Stakeholder Management
2 2 (40.00%) TOGAF
3 1 (20.00%) Big Data Analytics
3 1 (20.00%) Visualisation
Programming Languages
1 2 (40.00%) SQL
2 1 (20.00%) T-SQL
2 1 (20.00%) VBA
Qualifications
1 2 (40.00%) Degree
Vendors
1 3 (60.00%) Cognos
1 3 (60.00%) Microsoft
2 1 (20.00%) Alteryx
2 1 (20.00%) Oracle
2 1 (20.00%) SAP
2 1 (20.00%) Tableau