The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England / North West
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 258 222 246
Rank change year-on-year -36 +24  
Permanent jobs citing Kimball Methodology 14 14 12
As % of all permanent IT jobs advertised in the North West 0.20% 0.25% 0.19%
As % of the Processes & Methodologies category 0.23% 0.29% 0.21%
Number of salaries quoted 14 11 10
Median salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.55% +12.50%  
90% offered a salary of more than £42,500 £40,000 £37,450
10% offered a salary of more than £57,500 £50,000 £40,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

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 permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6180 4891 5734
As % of all permanent IT job vacancies advertised in the North West 89.83% 88.29% 89.73%
Number of salaries quoted 5009 4133 4657
Median salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Kimball Methodology
Job Vacancy Trend in the North West

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

Job vacancy trend for Kimball Methodology in the North West

Kimball Methodology
Salary Trend in the North West

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

Salary trend for Kimball Methodology in the North West

Kimball Methodology
Salary Histogram in the North West

The salary distribution of IT jobs citing Kimball Methodology in the North West over the 3 months to 26 June 2017.

Salary histogram for Kimball Methodology in the North West

Kimball Methodology
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the North West region over the 3 months to 26 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -33 8 £55,000 +22.22% 2
Merseyside -10 3 £42,500 -2.85% 1
Cheshire -27 3 £45,000 -5.26%
Kimball Methodology
England

For the 6 months to 26 June 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 North West region with a requirement for Kimball Methodology.

1 29 (100.00%) Data Warehouse
1 29 (100.00%) Business Intelligence
2 28 (96.55%) SQL
3 26 (89.66%) SQL Server Reporting Services
3 26 (89.66%) SQL Server Integration Services
4 23 (79.31%) SQL Server Analysis Services
5 21 (72.41%) SQL Server
6 16 (55.17%) T-SQL
7 15 (51.72%) Finance
8 14 (48.28%) Data Modelling
9 12 (41.38%) Microsoft
10 11 (37.93%) ETL
10 11 (37.93%) Degree
11 8 (27.59%) Computer Science Degree
12 7 (24.14%) Machine Learning
12 7 (24.14%) Analytics
12 7 (24.14%) Stakeholder Management
13 6 (20.69%) SQL Server 2012
13 6 (20.69%) SQL Server 2016
14 5 (17.24%) IT Strategy
14 5 (17.24%) Datazen
14 5 (17.24%) Microsoft Azure
14 5 (17.24%) Data Architecture
14 5 (17.24%) Big Data
14 5 (17.24%) MDX
14 5 (17.24%) Data Analysis
15 4 (13.79%) Dimensional Modelling
15 4 (13.79%) Power BI
16 3 (10.34%) Performance Optimisation
16 3 (10.34%) SQL Server 2014

Kimball Methodology
Co-occurring IT Skills in the North West 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 5 (17.24%) Microsoft Azure
2 2 (6.90%) Azure Data Factory
Database & Business Intelligence
1 29 (100.00%) Data Warehouse
2 26 (89.66%) SQL Server Integration Services
2 26 (89.66%) SQL Server Reporting Services
3 23 (79.31%) SQL Server Analysis Services
4 21 (72.41%) SQL Server
5 6 (20.69%) SQL Server 2012
5 6 (20.69%) SQL Server 2016
6 5 (17.24%) Big Data
6 5 (17.24%) Datazen
7 4 (13.79%) Power BI
8 3 (10.34%) Microsoft Analysis Services
8 3 (10.34%) SQL Server 2014
9 2 (6.90%) Azure SQL Data Warehouse
9 2 (6.90%) Qlik Sense
9 2 (6.90%) QlikView
10 1 (3.45%) Azure SQL Database
10 1 (3.45%) Business Intelligence Development Studio
10 1 (3.45%) Enterprise Data Warehouse
10 1 (3.45%) SSDT
Development Applications
1 1 (3.45%) SQL Server Management Studio (SSMS)
General
1 15 (51.72%) Finance
2 1 (3.45%) Advertising
2 1 (3.45%) Retail
Job Titles
1 16 (55.17%) Developer
2 9 (31.03%) Business Intelligence Developer
3 6 (20.69%) Architect
3 6 (20.69%) Business Intelligence Architect
4 4 (13.79%) Data Warehouse Developer
4 4 (13.79%) SQL Developer
5 3 (10.34%) Analyst
5 3 (10.34%) Business Intelligence Analyst
5 3 (10.34%) Business Intelligence Lead
5 3 (10.34%) Junior
5 3 (10.34%) Junior Business Intelligence Developer
5 3 (10.34%) Junior Developer
5 3 (10.34%) SQL Server Developer
6 1 (3.45%) Microsoft BI Developer
6 1 (3.45%) QlikView Developer
6 1 (3.45%) Senior Business Intelligence Developer
6 1 (3.45%) SQL BI Developer
6 1 (3.45%) SSIS Developer
6 1 (3.45%) SSRS Developer
6 1 (3.45%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 5 (17.24%) MDX
Miscellaneous
1 3 (10.34%) Analytical Skills
1 3 (10.34%) Computer Science
Processes & Methodologies
1 29 (100.00%) Business Intelligence
2 14 (48.28%) Data Modelling
3 11 (37.93%) ETL
4 7 (24.14%) Analytics
4 7 (24.14%) Machine Learning
4 7 (24.14%) Stakeholder Management
5 5 (17.24%) Data Analysis
5 5 (17.24%) Data Architecture
5 5 (17.24%) IT Strategy
6 4 (13.79%) Dimensional Modelling
7 3 (10.34%) Data Migration
7 3 (10.34%) Information Management
7 3 (10.34%) Inmon Methodology
7 3 (10.34%) Mathematics
7 3 (10.34%) Migration
7 3 (10.34%) Performance Optimisation
7 3 (10.34%) Reverse Engineering
7 3 (10.34%) Statistics
7 3 (10.34%) System Testing
8 2 (6.90%) Mentoring
Programming Languages
1 28 (96.55%) SQL
2 16 (55.17%) T-SQL
3 1 (3.45%) C
Qualifications
1 11 (37.93%) Degree
2 8 (27.59%) Computer Science Degree
Vendors
1 12 (41.38%) Microsoft
2 2 (6.90%) Tableau
3 1 (3.45%) Cognos
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