Period
to 21 November 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 21 November 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
England > North West
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 345 328 324
Rank change year-on-year -17 -4 +27
Permanent jobs citing Kimball Methodology 16 43 44
As % of all permanent IT jobs advertised in the North West 0.14% 0.32% 0.35%
As % of the Processes & Methodologies category 0.15% 0.35% 0.39%
Number of salaries quoted 16 39 30
North West median annual salary £39,250 £40,500 £40,000
Median salary % change year-on-year -3.09% +1.25% -11.11%
10th Percentile £29,375 £31,750 £33,225
90th Percentile £48,750 £54,000 £57,725
England median annual salary £60,000 £50,000 £53,500
% change year-on-year +20.00% -6.54% +1.90%

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 10,667 12,158 11,375
As % of all permanent IT jobs advertised in the North West 90.63% 91.15% 91.45%
Number of salaries quoted 8,580 9,665 9,485
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £26,000
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 21 November 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 21 November 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 +5 9 £40,000 -3.61% 2
Lancashire - 5 £38,500 - 1
Cheshire +11 1 £47,500 +18.75% 5
Merseyside +6 1 £42,500 +9.68% 1
Kimball Methodology
England

For the 6 months to 21 November 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 15 (93.75%) Business Intelligence
2 14 (87.50%) SQL Server
2 14 (87.50%) SQL
3 13 (81.25%) Data Warehouse
3 13 (81.25%) SQL Server Integration Services
4 11 (68.75%) ETL
5 9 (56.25%) SQL Server Reporting Services
6 8 (50.00%) Visualisation
6 8 (50.00%) Migration
7 7 (43.75%) T-SQL
7 7 (43.75%) SQL Server Analysis Services
8 6 (37.50%) Microsoft
8 6 (37.50%) Problem-Solving
9 5 (31.25%) Agile Software Development
9 5 (31.25%) Data Management
9 5 (31.25%) Data Visualisation
9 5 (31.25%) Power BI
9 5 (31.25%) SQL Server Management Studio (SSMS)
9 5 (31.25%) SQL Server 2012
9 5 (31.25%) SQL Server 2008
10 4 (25.00%) Tableau
10 4 (25.00%) QlikView
11 3 (18.75%) Virtual Environments
11 3 (18.75%) Microsoft Azure
11 3 (18.75%) Dimensional Modelling
11 3 (18.75%) PostgreSQL
11 3 (18.75%) Scrum
11 3 (18.75%) Finance
11 3 (18.75%) MySQL
11 3 (18.75%) Cognos

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:

Applications
1 1 (6.25%) Microsoft Office
Cloud Services
1 3 (18.75%) Microsoft Azure
Database & Business Intelligence
1 14 (87.50%) SQL Server
2 13 (81.25%) Data Warehouse
2 13 (81.25%) SQL Server Integration Services
3 9 (56.25%) SQL Server Reporting Services
4 7 (43.75%) SQL Server Analysis Services
5 5 (31.25%) Power BI
5 5 (31.25%) SQL Server 2008
5 5 (31.25%) SQL Server 2012
6 4 (25.00%) QlikView
7 3 (18.75%) MySQL
7 3 (18.75%) PostgreSQL
8 2 (12.50%) Microsoft Analysis Services
8 2 (12.50%) OLAP
8 2 (12.50%) Snowflake Schema
9 1 (6.25%) Big Data
9 1 (6.25%) Data Mining
9 1 (6.25%) MS Access
9 1 (6.25%) Qlik Sense
Development Applications
1 5 (31.25%) SQL Server Management Studio (SSMS)
General
1 3 (18.75%) Finance
2 2 (12.50%) Advertising
2 2 (12.50%) Marketing
3 1 (6.25%) Legal
Job Titles
1 13 (81.25%) Developer
2 11 (68.75%) Business Intelligence Developer
2 11 (68.75%) SQL Developer
3 9 (56.25%) SQL BI Developer
4 4 (25.00%) SSIS Developer
5 3 (18.75%) Integration Developer
5 3 (18.75%) SSRS Developer
5 3 (18.75%) T-SQL Developer
6 2 (12.50%) Analyst
6 2 (12.50%) Business Intelligence Analyst
6 2 (12.50%) Microsoft BI Developer
6 2 (12.50%) SQL Server BI Developer
6 2 (12.50%) SQL Server Developer
7 1 (6.25%) Architect
7 1 (6.25%) Data Architect
7 1 (6.25%) Data Engineer
7 1 (6.25%) Data Warehouse Developer
7 1 (6.25%) Senior Business Intelligence Developer
7 1 (6.25%) Senior Developer
7 1 (6.25%) SSAS Developer
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
Processes & Methodologies
1 15 (93.75%) Business Intelligence
2 11 (68.75%) ETL
3 8 (50.00%) Migration
3 8 (50.00%) Visualisation
4 6 (37.50%) Problem-Solving
5 5 (31.25%) Agile Software Development
5 5 (31.25%) Data Management
5 5 (31.25%) Data Visualisation
6 3 (18.75%) Data Modelling
6 3 (18.75%) Dimensional Modelling
6 3 (18.75%) Scrum
6 3 (18.75%) Virtual Environments
7 2 (12.50%) Data Analysis
7 2 (12.50%) Decision-Making
7 2 (12.50%) High Availability
7 2 (12.50%) Investment Management
7 2 (12.50%) Process Management
8 1 (6.25%) Artificial Intelligence
8 1 (6.25%) Business Analysis
8 1 (6.25%) Stakeholder Management
Programming Languages
1 14 (87.50%) SQL
2 7 (43.75%) T-SQL
Quality Assurance & Compliance
1 2 (12.50%) GDPR
Vendors
1 6 (37.50%) Microsoft
2 4 (25.00%) Tableau
3 3 (18.75%) Cognos
4 1 (6.25%) Blue Prism