Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
West Midlands > Birmingham
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 181 216 182
Rank change year-on-year +35 -34 +6
Permanent jobs citing Kimball Methodology 13 8 9
As % of all permanent IT jobs advertised in Birmingham 0.34% 0.17% 0.23%
As % of the Processes & Methodologies category 0.37% 0.19% 0.26%
Number of salaries quoted 11 8 9
Birmingham median annual salary £45,000 £45,500 £42,500
Median salary % change year-on-year -1.10% +7.06% +13.33%
10th Percentile £37,500 £39,800 £36,750
90th Percentile £50,000 £61,625 £91,250
West Midlands median annual salary £42,500 £44,250 £47,500
% change year-on-year -3.95% -6.84% +23.38%

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 3471 4242 3434
As % of all permanent IT jobs advertised in Birmingham 90.20% 89.12% 86.96%
Number of salaries quoted 2718 3094 2878
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

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

Kimball Methodology
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Kimball Methodology in Birmingham over the 6 months to 23 November 2017.

Salary histogram for Kimball Methodology in Birmingham

For the 6 months to 23 November 2017, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Birmingham region with a requirement for Kimball Methodology.

1 13 (100.00%) SQL
1 13 (100.00%) SQL Server
1 13 (100.00%) Business Intelligence
1 13 (100.00%) SQL Server Integration Services
2 12 (92.31%) SQL Server Reporting Services
2 12 (92.31%) ETL
2 12 (92.31%) SQL Server Analysis Services
2 12 (92.31%) Microsoft Azure
3 11 (84.62%) Microsoft
3 11 (84.62%) Power BI
4 10 (76.92%) Tableau
5 9 (69.23%) T-SQL
5 9 (69.23%) Retail
5 9 (69.23%) QlikView
6 8 (61.54%) MDX
6 8 (61.54%) SQL Server 2008
7 7 (53.85%) Data Analysis Expressions (DAX)
7 7 (53.85%) Mentoring
7 7 (53.85%) Legal
7 7 (53.85%) .NET
7 7 (53.85%) C#
8 6 (46.15%) Data Warehouse
9 3 (23.08%) Azure Data Factory
9 3 (23.08%) Azure SQL Data Warehouse
9 3 (23.08%) Azure SQL Database
9 3 (23.08%) Analytics
9 3 (23.08%) Visualisation
9 3 (23.08%) Oracle
10 2 (15.38%) OLAP
10 2 (15.38%) Crystal Reports

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:

Application Platforms
1 1 (7.69%) SharePoint
Cloud Services
1 12 (92.31%) Microsoft Azure
2 3 (23.08%) Azure Data Factory
3 1 (7.69%) Cortana Intelligence Suite
Database & Business Intelligence
1 13 (100.00%) SQL Server
1 13 (100.00%) SQL Server Integration Services
2 12 (92.31%) SQL Server Analysis Services
2 12 (92.31%) SQL Server Reporting Services
3 11 (84.62%) Power BI
4 9 (69.23%) QlikView
5 8 (61.54%) SQL Server 2008
6 6 (46.15%) Data Warehouse
7 3 (23.08%) Azure SQL Data Warehouse
7 3 (23.08%) Azure SQL Database
8 2 (15.38%) Crystal Reports
8 2 (15.38%) OLAP
8 2 (15.38%) SQL Server 2014
8 2 (15.38%) SQL Server 2016
9 1 (7.69%) Data Lake
9 1 (7.69%) Data Mining
9 1 (7.69%) Enterprise Data Warehouse
9 1 (7.69%) Microsoft Analysis Services
9 1 (7.69%) OLAP Cube
9 1 (7.69%) RDBMS
General
1 9 (69.23%) Retail
2 7 (53.85%) Legal
Job Titles
1 12 (92.31%) Developer
2 9 (69.23%) Business Intelligence Developer
3 6 (46.15%) SQL BI Developer
3 6 (46.15%) SQL Developer
3 6 (46.15%) SQL Server BI Developer
3 6 (46.15%) SQL Server Developer
4 4 (30.77%) SSAS Developer
4 4 (30.77%) SSIS Developer
4 4 (30.77%) SSRS Developer
5 3 (23.08%) Applications Developer
6 2 (15.38%) Microsoft BI Developer
6 2 (15.38%) Senior Business Intelligence Developer
6 2 (15.38%) Senior Developer
7 1 (7.69%) Business Consultant
7 1 (7.69%) Business Developer
7 1 (7.69%) Consultant
7 1 (7.69%) Data Warehouse Developer
7 1 (7.69%) Microsoft BI Consultant
7 1 (7.69%) Microsoft Consultant
7 1 (7.69%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 8 (61.54%) MDX
2 7 (53.85%) .NET
Miscellaneous
1 1 (7.69%) Analytical Skills
Processes & Methodologies
1 13 (100.00%) Business Intelligence
2 12 (92.31%) ETL
3 7 (53.85%) Mentoring
4 3 (23.08%) Analytics
4 3 (23.08%) Visualisation
5 2 (15.38%) Data Modelling
6 1 (7.69%) Data Architecture
6 1 (7.69%) Data Cleansing
6 1 (7.69%) Data Conversion
6 1 (7.69%) Data Integration
6 1 (7.69%) Predictive Analytics
6 1 (7.69%) Use Case
Programming Languages
1 13 (100.00%) SQL
2 9 (69.23%) T-SQL
3 7 (53.85%) C#
3 7 (53.85%) Data Analysis Expressions (DAX)
Qualifications
1 1 (7.69%) SC Cleared
1 1 (7.69%) Security Cleared
Vendors
1 11 (84.62%) Microsoft
2 10 (76.92%) Tableau
3 3 (23.08%) Oracle