Period
to 25 May 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 25 May 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > North West
6 months to
25 May 2018
Same period 2017 Same period 2016
Rank 349 326 324
Rank change year-on-year -23 -2 +17
Permanent jobs citing Kimball Methodology 23 32 20
As % of all permanent IT jobs advertised in the North West 0.19% 0.26% 0.18%
As % of the Processes & Methodologies category 0.20% 0.28% 0.20%
Number of salaries quoted 20 31 16
North West median annual salary £40,000 £40,000 £40,000
10th Percentile £32,500 £33,000 £31,875
90th Percentile £48,750 £62,500 £51,539
England median annual salary £49,500 £52,500 £53,500
% change year-on-year -5.71% -1.87% -2.73%

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 11,302 11,317 9,973
As % of all permanent IT jobs advertised in the North West 91.87% 91.52% 89.69%
Number of salaries quoted 9,053 9,364 8,347
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £27,000 £26,000 £24,000
90th Percentile £67,500 £62,500 £62,200
England median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 25 May 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 25 May 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 -1 8 £40,000 +6.67% 4
Cheshire -35 8 £40,250 -10.56%
Merseyside +13 7 £42,500 -
Kimball Methodology
England

For the 6 months to 25 May 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 23 (100.00%) Business Intelligence
2 20 (86.96%) SQL
3 18 (78.26%) SQL Server Integration Services
3 18 (78.26%) SQL Server
3 18 (78.26%) Data Warehouse
4 16 (69.57%) ETL
5 15 (65.22%) SQL Server Reporting Services
6 14 (60.87%) T-SQL
6 14 (60.87%) Power BI
7 12 (52.17%) SQL Server Analysis Services
8 9 (39.13%) QlikView
8 9 (39.13%) Microsoft
8 9 (39.13%) SQL Server 2012
8 9 (39.13%) Analytics
9 7 (30.43%) Agile Software Development
9 7 (30.43%) Tableau
10 6 (26.09%) Visualisation
10 6 (26.09%) MDX
10 6 (26.09%) Migration
10 6 (26.09%) SQL Server Management Studio (SSMS)
11 5 (21.74%) SQL Server 2016
11 5 (21.74%) Problem-Solving
11 5 (21.74%) MySQL
11 5 (21.74%) Data Analysis
11 5 (21.74%) Dimensional Modelling
11 5 (21.74%) Data Analytics
11 5 (21.74%) Data Analysis Expressions (DAX)
12 4 (17.39%) SQL Server 2008
13 3 (13.04%) Data Integration
13 3 (13.04%) Microsoft Analysis Services

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 1 (4.35%) Microsoft Azure
Database & Business Intelligence
1 18 (78.26%) Data Warehouse
1 18 (78.26%) SQL Server
1 18 (78.26%) SQL Server Integration Services
2 15 (65.22%) SQL Server Reporting Services
3 14 (60.87%) Power BI
4 12 (52.17%) SQL Server Analysis Services
5 9 (39.13%) QlikView
5 9 (39.13%) SQL Server 2012
6 5 (21.74%) MySQL
6 5 (21.74%) SQL Server 2016
7 4 (17.39%) SQL Server 2008
8 3 (13.04%) Microsoft Analysis Services
8 3 (13.04%) PostgreSQL
8 3 (13.04%) Snowflake Schema
9 2 (8.70%) SQL Server 2014
9 2 (8.70%) WhereScape RED
10 1 (4.35%) Cognos Framework Manager
10 1 (4.35%) Data Lake
10 1 (4.35%) Qlik Sense
10 1 (4.35%) ZAP BI
Development Applications
1 6 (26.09%) SQL Server Management Studio (SSMS)
General
1 3 (13.04%) Advertising
1 3 (13.04%) Finance
1 3 (13.04%) Legal
1 3 (13.04%) Marketing
Job Titles
1 19 (82.61%) Business Intelligence Developer
1 19 (82.61%) Developer
2 9 (39.13%) SQL BI Developer
2 9 (39.13%) SQL Developer
3 7 (30.43%) Business Developer
4 3 (13.04%) Architect
4 3 (13.04%) Business Architect
4 3 (13.04%) Business Intelligence Architect
4 3 (13.04%) Microsoft BI Developer
4 3 (13.04%) SQL Server BI Developer
4 3 (13.04%) SQL Server Developer
5 2 (8.70%) Senior Business Intelligence Developer
5 2 (8.70%) Senior Developer
6 1 (4.35%) Data Engineer
6 1 (4.35%) SSAS Developer
6 1 (4.35%) SSIS Developer
6 1 (4.35%) SSRS Developer
6 1 (4.35%) Tableau Developer
Libraries, Frameworks & Software Standards
1 6 (26.09%) MDX
Miscellaneous
1 3 (13.04%) Greenfield Project
2 1 (4.35%) Fintech
2 1 (4.35%) Management Information System
Processes & Methodologies
1 23 (100.00%) Business Intelligence
2 16 (69.57%) ETL
3 9 (39.13%) Analytics
4 7 (30.43%) Agile Software Development
5 6 (26.09%) Migration
5 6 (26.09%) Visualisation
6 5 (21.74%) Data Analysis
6 5 (21.74%) Data Analytics
6 5 (21.74%) Dimensional Modelling
6 5 (21.74%) Problem-Solving
7 3 (13.04%) Dashboard Development
7 3 (13.04%) Data Integration
7 3 (13.04%) Scrum
7 3 (13.04%) Virtual Environments
8 2 (8.70%) Data Management
8 2 (8.70%) Data Modelling
8 2 (8.70%) Data Visualisation
8 2 (8.70%) ETL Development
8 2 (8.70%) Refactoring
8 2 (8.70%) Time Management
Programming Languages
1 20 (86.96%) SQL
2 14 (60.87%) T-SQL
3 5 (21.74%) Data Analysis Expressions (DAX)
4 3 (13.04%) Python
5 1 (4.35%) R
Qualifications
1 1 (4.35%) Microsoft Certification
Quality Assurance & Compliance
1 2 (8.70%) GDPR
Vendors
1 9 (39.13%) Microsoft
2 7 (30.43%) Tableau
3 3 (13.04%) Cognos
4 1 (4.35%) Alteryx
4 1 (4.35%) Cloudera
4 1 (4.35%) Informatica
4 1 (4.35%) Oracle
4 1 (4.35%) Talend