Period
to 20 August 2018

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 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > North West
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 341 339 305
Rank change year-on-year -2 -34 +31
Permanent jobs citing Kimball Methodology 15 37 37
As % of all permanent IT jobs advertised in the North West 0.12% 0.28% 0.32%
As % of the Processes & Methodologies category 0.14% 0.31% 0.35%
Number of salaries quoted 13 37 23
North West median annual salary £40,000 £45,000 £42,500
Median salary % change year-on-year -11.11% +5.88% +6.25%
10th Percentile £27,500 £35,250 £33,000
90th Percentile £48,500 £62,500 £59,500
England median annual salary £50,000 £51,500 £54,000
% change year-on-year -2.91% -4.63% +2.86%

Kimball Methodology is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11,066 11,971 10,455
As % of all permanent IT jobs advertised in the North West 91.33% 91.30% 90.28%
Number of salaries quoted 8,893 9,652 8,746
North West median annual salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00% -
10th Percentile £26,250 £26,250 £25,000
90th Percentile £67,500 £63,750 £62,500
England median annual salary £50,000 £50,000 £50,000

Kimball Methodology
Job Vacancy Trend in the North West

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in the North West.

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 6 months to 20 August 2018.

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 6 months to 20 August 2018. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +12 11 £40,000 -15.79% 3
Lancashire - 2 £27,500 -
Merseyside +12 1 £40,000 -5.88%
Cheshire -14 1 £45,000 -
Kimball Methodology
England

For the 6 months to 20 August 2018, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the North West region with a requirement for Kimball Methodology.

1 14 (93.33%) Business Intelligence
2 13 (86.67%) SQL
3 12 (80.00%) Data Warehouse
3 12 (80.00%) SQL Server Integration Services
4 11 (73.33%) SQL Server
5 9 (60.00%) Agile Software Development
5 9 (60.00%) Problem-Solving
6 8 (53.33%) SQL Server Management Studio (SSMS)
6 8 (53.33%) SQL Server 2012
7 7 (46.67%) Migration
7 7 (46.67%) ETL
8 6 (40.00%) Power BI
8 6 (40.00%) SQL Server Reporting Services
8 6 (40.00%) SQL Server 2008
9 5 (33.33%) T-SQL
9 5 (33.33%) MySQL
9 5 (33.33%) PostgreSQL
9 5 (33.33%) Scrum
9 5 (33.33%) Virtual Environments
10 4 (26.67%) Cognos
10 4 (26.67%) Microsoft
10 4 (26.67%) Visualisation
10 4 (26.67%) Tableau
11 3 (20.00%) Data Visualisation
11 3 (20.00%) QlikView
11 3 (20.00%) SQL Server Analysis Services
11 3 (20.00%) Marketing
11 3 (20.00%) Data Management
11 3 (20.00%) GDPR
12 2 (13.33%) Decision-Making

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:

Database & Business Intelligence
1 12 (80.00%) Data Warehouse
1 12 (80.00%) SQL Server Integration Services
2 11 (73.33%) SQL Server
3 8 (53.33%) SQL Server 2012
4 6 (40.00%) Power BI
4 6 (40.00%) SQL Server 2008
4 6 (40.00%) SQL Server Reporting Services
5 5 (33.33%) MySQL
5 5 (33.33%) PostgreSQL
6 3 (20.00%) QlikView
6 3 (20.00%) SQL Server Analysis Services
7 2 (13.33%) OLAP
7 2 (13.33%) Snowflake Schema
8 1 (6.67%) Big Data
8 1 (6.67%) BusinessObjects
8 1 (6.67%) Crystal Reports
8 1 (6.67%) Microsoft Analysis Services
8 1 (6.67%) Oracle OLAP
8 1 (6.67%) Oracle Reports
8 1 (6.67%) Pentaho
Development Applications
1 8 (53.33%) SQL Server Management Studio (SSMS)
General
1 3 (20.00%) Marketing
2 2 (13.33%) Advertising
Job Titles
1 12 (80.00%) Developer
2 11 (73.33%) Business Intelligence Developer
3 9 (60.00%) SQL Developer
4 8 (53.33%) SQL BI Developer
5 3 (20.00%) Microsoft BI Developer
5 3 (20.00%) SQL Server BI Developer
5 3 (20.00%) SQL Server Developer
6 2 (13.33%) Analyst
6 2 (13.33%) Business Intelligence Analyst
7 1 (6.67%) Architect
7 1 (6.67%) Business Developer
7 1 (6.67%) Data Architect
7 1 (6.67%) SSAS Developer
7 1 (6.67%) SSIS Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) MDX
2 1 (6.67%) .NET
Miscellaneous
1 1 (6.67%) Fintech
Processes & Methodologies
1 14 (93.33%) Business Intelligence
2 9 (60.00%) Agile Software Development
2 9 (60.00%) Problem-Solving
3 7 (46.67%) ETL
3 7 (46.67%) Migration
4 5 (33.33%) Scrum
4 5 (33.33%) Virtual Environments
5 4 (26.67%) Visualisation
6 3 (20.00%) Data Management
6 3 (20.00%) Data Visualisation
7 2 (13.33%) Data Analysis
7 2 (13.33%) Data Modelling
7 2 (13.33%) Decision-Making
7 2 (13.33%) Dimensional Modelling
7 2 (13.33%) Investment Management
7 2 (13.33%) Process Management
8 1 (6.67%) Analytics
8 1 (6.67%) Data Analytics
8 1 (6.67%) Data Architecture
8 1 (6.67%) High Availability
Programming Languages
1 13 (86.67%) SQL
2 5 (33.33%) T-SQL
3 2 (13.33%) Data Analysis Expressions (DAX)
Qualifications
1 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 3 (20.00%) GDPR
Vendors
1 4 (26.67%) Cognos
1 4 (26.67%) Microsoft
1 4 (26.67%) Tableau
2 1 (6.67%) Blue Prism
2 1 (6.67%) Informatica
2 1 (6.67%) Oracle