Period
to 23 November 2017

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 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.

The Kimball Lifecycle
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 176 173 192
Rank change year-on-year -3 +19 -38
Contract jobs citing Kimball Methodology 11 13 6
As % of all contract IT jobs advertised in Scotland 0.22% 0.30% 0.097%
As % of the Processes & Methodologies category 0.26% 0.36% 0.12%
Number of daily rates quoted 7 5 4
Scotland median daily rate £375 £375 £425
Median daily rate % change year-on-year - -11.76% +21.43%
10th Percentile £313 £328 £384
90th Percentile £475 £475 £459
UK median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% +6.25%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £46.00 £30.00
% change year-on-year - +53.33% -21.57%

Kimball Methodology 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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Contract vacancies with a requirement for process or methodology skills 4247 3622 5073
As % of all contract IT jobs advertised in Scotland 84.22% 83.57% 82.23%
Number of daily rates quoted 2423 2125 2649
Scotland median daily rate £390 £360 £375
Median daily rate % change year-on-year +8.33% -4.00% -
10th Percentile £250 £250 £250
90th Percentile £538 £488 £500
UK median daily rate £450 £425 £415
% change year-on-year +5.88% +2.41% +3.75%
Number of hourly rates quoted 104 87 102
Scotland median hourly rate £24.50 £21.00 £25.00
Median hourly rate % change year-on-year +16.67% -16.00% +11.11%
10th Percentile £13.00 £10.67 £12.35
90th Percentile £45.00 £43.00 £47.00
UK median hourly rate £23.75 £23.89 £22.50
% change year-on-year -0.58% +6.17% +18.42%

Kimball Methodology
Job Vacancy Trend in Scotland

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in Scotland.

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
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Kimball Methodology in Scotland over the 6 months to 23 November 2017.

Contractor daily rate histogram 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 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
Edinburgh -6 5 £450 +21.62%
Inverclyde - 5 £325 -
Kimball Methodology
UK

For the 6 months to 23 November 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 8 (72.73%) Data Warehouse
1 8 (72.73%) Data Analysis
2 7 (63.64%) SQL Server
3 6 (54.55%) SQL
3 6 (54.55%) Business Intelligence
4 5 (45.45%) RDBMS
4 5 (45.45%) ETL
4 5 (45.45%) T-SQL
4 5 (45.45%) Finance
4 5 (45.45%) Agile Software Development
4 5 (45.45%) Waterfall
4 5 (45.45%) SQL Server 2012
4 5 (45.45%) Relational Database
5 4 (36.36%) Data Analytics
5 4 (36.36%) Analytics
5 4 (36.36%) Logical Data Model
5 4 (36.36%) Physical Data Model
5 4 (36.36%) Data Mapping
5 4 (36.36%) Information Management
5 4 (36.36%) Data Modelling
6 3 (27.27%) Project Management
6 3 (27.27%) Cognos
6 3 (27.27%) Business Analysis
6 3 (27.27%) Asset Management
6 3 (27.27%) Visualisation
6 3 (27.27%) Oracle BI EE
6 3 (27.27%) Tableau
6 3 (27.27%) Big Data
6 3 (27.27%) Big Data Analytics
7 2 (18.18%) Oracle BI Publisher

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 2 (18.18%) Spreadsheet
2 1 (9.09%) Microsoft Excel
Database & Business Intelligence
1 8 (72.73%) Data Warehouse
2 7 (63.64%) SQL Server
3 5 (45.45%) RDBMS
3 5 (45.45%) Relational Database
3 5 (45.45%) SQL Server 2012
4 3 (27.27%) Big Data
4 3 (27.27%) Oracle BI EE
5 2 (18.18%) Oracle BI Publisher
5 2 (18.18%) SQL Server Integration Services
6 1 (9.09%) BusinessObjects XI
6 1 (9.09%) Oracle Reports
6 1 (9.09%) Power BI
6 1 (9.09%) Semantic Layer
6 1 (9.09%) SQL Server Analysis Services
6 1 (9.09%) SQL Server Reporting Services
General
1 5 (45.45%) Finance
2 2 (18.18%) Banking
2 2 (18.18%) Investment Banking
Job Titles
1 7 (63.64%) Developer
2 4 (36.36%) Analyst
2 4 (36.36%) Data Analyst
3 3 (27.27%) Business Intelligence Developer
3 3 (27.27%) Tableau Developer
4 2 (18.18%) Data Warehouse Analyst
4 2 (18.18%) OBIEE Developer
5 1 (9.09%) ETL Developer
5 1 (9.09%) Oracle Developer
5 1 (9.09%) Power BI Developer
Miscellaneous
1 1 (9.09%) Reference Data
Processes & Methodologies
1 8 (72.73%) Data Analysis
2 6 (54.55%) Business Intelligence
3 5 (45.45%) Agile Software Development
3 5 (45.45%) ETL
3 5 (45.45%) Waterfall
4 4 (36.36%) Analytics
4 4 (36.36%) Data Analytics
4 4 (36.36%) Data Mapping
4 4 (36.36%) Data Modelling
4 4 (36.36%) Information Management
4 4 (36.36%) Logical Data Model
4 4 (36.36%) Physical Data Model
5 3 (27.27%) Asset Management
5 3 (27.27%) Big Data Analytics
5 3 (27.27%) Business Analysis
5 3 (27.27%) Project Management
5 3 (27.27%) Visualisation
6 2 (18.18%) Data Management
6 2 (18.18%) Dimensional Modelling
6 2 (18.18%) Investment Management
Programming Languages
1 6 (54.55%) SQL
2 5 (45.45%) T-SQL
3 1 (9.09%) VBA
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
2 1 (9.09%) Disclosure Scotland
Vendors
1 3 (27.27%) Cognos
1 3 (27.27%) Tableau
2 2 (18.18%) Microsoft
2 2 (18.18%) Oracle
3 1 (9.09%) Alteryx
3 1 (9.09%) SAP