Period
to 20 June 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 20 June 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
West Midlands > Birmingham
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 195 174 199
Rank change year-on-year -21 +25 -11
Permanent jobs citing Kimball Methodology 6 19 12
As % of all permanent IT jobs advertised in Birmingham 0.16% 0.51% 0.25%
As % of the Processes & Methodologies category 0.17% 0.56% 0.29%
Number of salaries quoted 6 15 12
Birmingham median annual salary £51,250 £40,000 £37,500
Median salary % change year-on-year +28.13% +6.67% -3.85%
10th Percentile £40,377 £37,500 £32,500
90th Percentile £53,750 £42,500 £46,575
West Midlands median annual salary £45,000 £40,000 £45,000
% change year-on-year +12.50% -11.11% +5.88%

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 3,463 3,412 4,180
As % of all permanent IT jobs advertised in Birmingham 91.28% 90.72% 88.77%
Number of salaries quoted 2,451 2,721 3,172
Birmingham median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £63,750 £70,000
West Midlands median annual salary £42,500 £40,000 £41,333
% change year-on-year +6.25% -3.23% +3.33%

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 20 June 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%) Data Warehouse
1 6 (100.00%) Business Intelligence
1 6 (100.00%) SQL Server Integration Services
2 5 (83.33%) SQL Server Reporting Services
2 5 (83.33%) Microsoft
2 5 (83.33%) SQL
3 3 (50.00%) T-SQL
3 3 (50.00%) SQL Server
3 3 (50.00%) ETL
3 3 (50.00%) SQL Server Analysis Services
3 3 (50.00%) Retail
4 2 (33.33%) Big Data
4 2 (33.33%) Dimensional Modelling
4 2 (33.33%) Data Integration
4 2 (33.33%) Hadoop
4 2 (33.33%) Apache Hive
4 2 (33.33%) Analytics
4 2 (33.33%) CIPD
4 2 (33.33%) Degree
5 1 (16.67%) Java
5 1 (16.67%) Data Modelling
5 1 (16.67%) Conceptual Models
5 1 (16.67%) Azure Data Factory
5 1 (16.67%) Azure SQL Data Warehouse
5 1 (16.67%) HiveQL
5 1 (16.67%) Enterprise Data Warehouse
5 1 (16.67%) HDInsight
5 1 (16.67%) Azure SQL Database
5 1 (16.67%) Microsoft Azure
5 1 (16.67%) Amazon AWS

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 1 (16.67%) Amazon AWS
1 1 (16.67%) Azure Data Factory
1 1 (16.67%) Microsoft Azure
Database & Business Intelligence
1 6 (100.00%) Data Warehouse
1 6 (100.00%) SQL Server Integration Services
2 5 (83.33%) SQL Server Reporting Services
3 3 (50.00%) SQL Server
3 3 (50.00%) SQL Server Analysis Services
4 2 (33.33%) Apache Hive
4 2 (33.33%) Big Data
4 2 (33.33%) Hadoop
5 1 (16.67%) Azure SQL Data Warehouse
5 1 (16.67%) Azure SQL Database
5 1 (16.67%) Enterprise Data Warehouse
5 1 (16.67%) HDInsight
General
1 3 (50.00%) Retail
Job Titles
1 6 (100.00%) Developer
2 3 (50.00%) Business Intelligence Developer
2 3 (50.00%) Data Warehouse Developer
3 2 (33.33%) Business Developer
3 2 (33.33%) Senior Developer
3 2 (33.33%) SQL Developer
3 2 (33.33%) SSIS Developer
3 2 (33.33%) SSRS Developer
4 1 (16.67%) Senior Business Intelligence Developer
4 1 (16.67%) Senior Data Warehouse Developer
Processes & Methodologies
1 6 (100.00%) Business Intelligence
2 3 (50.00%) ETL
3 2 (33.33%) Analytics
3 2 (33.33%) Data Integration
3 2 (33.33%) Dimensional Modelling
4 1 (16.67%) Conceptual Models
4 1 (16.67%) Data Modelling
Programming Languages
1 5 (83.33%) SQL
2 3 (50.00%) T-SQL
3 1 (16.67%) HiveQL
3 1 (16.67%) Java
3 1 (16.67%) Scala
Qualifications
1 2 (33.33%) CIPD
1 2 (33.33%) Degree
Vendors
1 5 (83.33%) Microsoft
2 1 (16.67%) Hortonworks