The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Kimball Methodology over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
UK / Scotland
Rank - 151 146
Permanent jobs citing Kimball Methodology 0 4 11
As % of all permanent IT jobs located in Scotland - 0.13% 0.37%
As % of the Processes & Methodologies category - 0.15% 0.42%
Number of salaries quoted 0 3 8
Median salary - £42,500 £70,000
Median salary % change year-on-year
- -39.28%
UK excluding London median salary £50,000 £42,750 £52,500
% change year-on-year
+16.95% -18.57%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2014 2677 2647
As % of all permanent IT jobs located in Scotland 89.39% 90.26% 88.65%
Number of salaries quoted 1265 1724 1752
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £60,500 £61,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Kimball Methodology as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Kimball Methodology Jobs Demand Trend in Scotland

Kimball Methodology
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology across the Scotland region.

Kimball Methodology Salary Trend in Scotland

Kimball Methodology
Top 30 Related IT Skills in Scotland

For the 6 months to 19 January 2017, IT 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 job ads across the Scotland region with a requirement for Kimball Methodology.

1 4 (100.00%) SQL Server
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Data Modelling
2 3 (75.00%) ETL
2 3 (75.00%) SQL Server Integration Services
3 2 (50.00%) SQL Server Reporting Services
3 2 (50.00%) MDX
3 2 (50.00%) Data Integration
3 2 (50.00%) SQL
3 2 (50.00%) Microsoft
3 2 (50.00%) Relational Database
4 1 (25.00%) Cognos Report Studio
4 1 (25.00%) Cognos Framework Manager
4 1 (25.00%) Mentoring
4 1 (25.00%) SDLC
4 1 (25.00%) ETL Development
4 1 (25.00%) Advertising
4 1 (25.00%) MicroStrategy
4 1 (25.00%) Project Management
4 1 (25.00%) RDBMS
4 1 (25.00%) Snowflake Schema
4 1 (25.00%) T-SQL
4 1 (25.00%) MySQL
4 1 (25.00%) Oracle
4 1 (25.00%) OLAP
4 1 (25.00%) Cognos
4 1 (25.00%) Data Architecture
4 1 (25.00%) Talend Open Studio
4 1 (25.00%) Microsoft Azure

Kimball Methodology
Top Related 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:

Business Applications
1 1 (25.00%) Cognos Business Intelligence
Cloud Services
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 4 (100.00%) Data Warehouse
1 4 (100.00%) SQL Server
2 3 (75.00%) SQL Server Integration Services
3 2 (50.00%) Relational Database
3 2 (50.00%) SQL Server Reporting Services
4 1 (25.00%) Cognos Framework Manager
4 1 (25.00%) Cognos Report Studio
4 1 (25.00%) MySQL
4 1 (25.00%) OLAP
4 1 (25.00%) Oracle BI EE
4 1 (25.00%) PowerPivot
4 1 (25.00%) RDBMS
4 1 (25.00%) Snowflake Schema
4 1 (25.00%) SQL Server 2005
4 1 (25.00%) SQL Server 2012
4 1 (25.00%) SQL Server Analysis Services
Development Applications
1 1 (25.00%) Talend Open Studio
General
1 1 (25.00%) Advertising
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) Analyst
2 1 (25.00%) Business Intelligence Analyst
2 1 (25.00%) Business Intelligence Developer
2 1 (25.00%) Business Intelligence Specialist
2 1 (25.00%) Cognos Specialist
2 1 (25.00%) ETL Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) MDX
Miscellaneous
1 2 (50.00%) Data Integration
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Data Modelling
2 3 (75.00%) ETL
3 1 (25.00%) Data Architecture
3 1 (25.00%) Data Mapping
3 1 (25.00%) ETL Development
3 1 (25.00%) Mentoring
3 1 (25.00%) Project Management
3 1 (25.00%) SDLC
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) T-SQL
Qualifications
1 1 (25.00%) Degree
Vendors
1 2 (50.00%) Microsoft
2 1 (25.00%) Alteryx
2 1 (25.00%) Cognos
2 1 (25.00%) MicroStrategy
2 1 (25.00%) Oracle
2 1 (25.00%) Talend