Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 15 December 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
West Midlands > Birmingham
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 180 193 202
Rank change year-on-year +13 +9 -21
Permanent jobs citing Kimball Methodology 6 6 8
As % of all permanent IT jobs advertised in Birmingham 0.17% 0.16% 0.17%
As % of the Processes & Methodologies category 0.19% 0.17% 0.19%
Number of salaries quoted 6 6 8
Birmingham median annual salary £45,000 £46,250 £46,000
Median salary % change year-on-year -2.70% +0.54% +8.24%
10th Percentile £40,625 £42,500 £40,150
90th Percentile £53,125 £60,000 £61,625
West Midlands median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -5.26%

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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3,189 3,499 4,229
As % of all permanent IT jobs advertised in Birmingham 91.01% 91.86% 91.93%
Number of salaries quoted 2,268 2,716 3,119
Birmingham median annual salary £47,500 £45,000 £42,765
Median salary % change year-on-year +5.56% +5.23% +0.62%
10th Percentile £26,750 £26,250 £26,250
90th Percentile £76,250 £67,500 £67,500
West Midlands median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% +3.75%

Kimball Methodology
Job Vacancy Trend in Birmingham

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Kimball Methodology in Birmingham

Kimball Methodology
Salary Trend in Birmingham

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

Salary trend for Kimball Methodology in Birmingham

For the 6 months to 15 December 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 Birmingham region with a requirement for Kimball Methodology.

1 6 (100.00%) SQL
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Dimensional Modelling
2 5 (83.33%) ETL
3 4 (66.67%) Finance
3 4 (66.67%) SQL Server Reporting Services
3 4 (66.67%) Microsoft Azure
3 4 (66.67%) Amazon AWS
3 4 (66.67%) Power BI
4 3 (50.00%) System Testing
4 3 (50.00%) Analytics
4 3 (50.00%) Business Analysis
4 3 (50.00%) SQL Server Integration Services
5 2 (33.33%) Microsoft
5 2 (33.33%) SQL Server
5 2 (33.33%) SQL Server Analysis Services
5 2 (33.33%) Business Analytics
6 1 (16.67%) Credit Risk Management
6 1 (16.67%) Scorecard
6 1 (16.67%) IT Strategy
6 1 (16.67%) Greenfield Project
6 1 (16.67%) Azure Data Factory
6 1 (16.67%) Azure SQL Data Warehouse
6 1 (16.67%) Collaborative Working
6 1 (16.67%) Problem-Solving
6 1 (16.67%) Relational Database
6 1 (16.67%) Analytical Skills
6 1 (16.67%) OLAP Cube
6 1 (16.67%) HiveQL

Kimball Methodology
Co-occurring IT Skills in Birmingham 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 4 (66.67%) Amazon AWS
1 4 (66.67%) Microsoft Azure
2 1 (16.67%) Azure Data Factory
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
2 4 (66.67%) Power BI
2 4 (66.67%) SQL Server Reporting Services
3 3 (50.00%) SQL Server Integration Services
4 2 (33.33%) SQL Server
4 2 (33.33%) SQL Server Analysis Services
5 1 (16.67%) Apache Hive
5 1 (16.67%) Azure SQL Data Warehouse
5 1 (16.67%) Azure SQL Database
5 1 (16.67%) Big Data
5 1 (16.67%) Hadoop
5 1 (16.67%) HDInsight
5 1 (16.67%) OLAP
5 1 (16.67%) OLAP Cube
5 1 (16.67%) QlikView
5 1 (16.67%) Relational Database
General
1 4 (66.67%) Finance
2 1 (16.67%) Manufacturing
2 1 (16.67%) Retail
Job Titles
1 6 (100.00%) Developer
2 4 (66.67%) Business Intelligence Developer
3 3 (50.00%) Data Warehouse Developer
3 3 (50.00%) Senior Business Intelligence Developer
3 3 (50.00%) Senior Developer
4 1 (16.67%) Big Data Developer
4 1 (16.67%) Business Developer
4 1 (16.67%) Credit Risk Developer
4 1 (16.67%) Senior Big Data Developer
4 1 (16.67%) Senior SQL Developer
4 1 (16.67%) SQL BI Developer
4 1 (16.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) MDX
1 1 (16.67%) Spring
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Credit Risk
1 1 (16.67%) Greenfield Project
Processes & Methodologies
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Dimensional Modelling
2 5 (83.33%) ETL
3 3 (50.00%) Analytics
3 3 (50.00%) Business Analysis
3 3 (50.00%) System Testing
4 2 (33.33%) Business Analytics
5 1 (16.67%) Collaborative Working
5 1 (16.67%) Credit Risk Management
5 1 (16.67%) Dashboard Development
5 1 (16.67%) Data Integration
5 1 (16.67%) Data Modelling
5 1 (16.67%) Data Security
5 1 (16.67%) IT Strategy
5 1 (16.67%) Problem-Solving
5 1 (16.67%) Risk Management
5 1 (16.67%) Scorecard
5 1 (16.67%) Stakeholder Management
5 1 (16.67%) Visualisation
Programming Languages
1 6 (100.00%) SQL
2 1 (16.67%) HiveQL
2 1 (16.67%) Java
2 1 (16.67%) Python
2 1 (16.67%) Scala
2 1 (16.67%) T-SQL
Quality Assurance & Compliance
1 1 (16.67%) QA
Vendors
1 2 (33.33%) Microsoft
2 1 (16.67%) Hortonworks
2 1 (16.67%) Tableau