Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dimensional Modelling over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
West Midlands > Birmingham
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 186 218 186
Rank change year-on-year +32 -32 +12
Permanent jobs citing Dimensional Modelling 5 4 5
As % of all permanent IT jobs advertised in Birmingham 0.13% 0.085% 0.13%
As % of the Processes & Methodologies category 0.14% 0.095% 0.15%
Number of salaries quoted 5 4 5
Birmingham median annual salary £42,500 £41,250 £82,500
Median salary % change year-on-year +3.03% -50.00% +73.68%
10th Percentile £38,000 £37,500 £53,500
90th Percentile £53,750 £56,750 £91,250
West Midlands median annual salary £42,500 £40,000 £47,500
% change year-on-year +6.25% -15.79% -2.56%

Dimensional Modelling 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 3504 4202 3421
As % of all permanent IT jobs advertised in Birmingham 90.17% 89.01% 87.00%
Number of salaries quoted 2749 3074 2860
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

Dimensional Modelling
Job Vacancy Trend in Birmingham

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Dimensional Modelling in Birmingham

Dimensional Modelling
Salary Trend in Birmingham

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

Salary trend for Dimensional Modelling in Birmingham

For the 6 months to 21 November 2017, IT jobs citing Dimensional Modelling 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 Dimensional Modelling.

1 5 (100.00%) SQL
1 5 (100.00%) Business Intelligence
2 4 (80.00%) Data Warehouse
2 4 (80.00%) SQL Server Integration Services
3 3 (60.00%) SQL Server
3 3 (60.00%) Data Integration
4 2 (40.00%) Talend Open Studio
4 2 (40.00%) Relational Database
4 2 (40.00%) Analytical Skills
4 2 (40.00%) IBM PureData
4 2 (40.00%) ETL
4 2 (40.00%) T-SQL
4 2 (40.00%) Cognos
4 2 (40.00%) IBM
4 2 (40.00%) Microsoft
4 2 (40.00%) Data Management
4 2 (40.00%) Data Quality
4 2 (40.00%) Talend
4 2 (40.00%) Data Analytics
4 2 (40.00%) Analytics
4 2 (40.00%) Master Data Management
5 1 (20.00%) Oracle Database 12c
5 1 (20.00%) Oracle Database
5 1 (20.00%) Performance Tuning
5 1 (20.00%) SQL Server Reporting Services
5 1 (20.00%) Data Mart
5 1 (20.00%) MDX
5 1 (20.00%) JIRA
5 1 (20.00%) Oracle Database 11g
5 1 (20.00%) SQL Server Analysis Services

Dimensional Modelling
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 (20.00%) Amazon AWS
1 1 (20.00%) Azure Data Factory
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 4 (80.00%) Data Warehouse
1 4 (80.00%) SQL Server Integration Services
2 3 (60.00%) SQL Server
3 2 (40.00%) IBM PureData
3 2 (40.00%) Relational Database
4 1 (20.00%) Azure SQL Data Warehouse
4 1 (20.00%) Azure SQL Database
4 1 (20.00%) Data Mart
4 1 (20.00%) DTS
4 1 (20.00%) Enterprise Data Warehouse
4 1 (20.00%) OLAP
4 1 (20.00%) OLAP Cube
4 1 (20.00%) Oracle Database
4 1 (20.00%) Oracle Database 11g
4 1 (20.00%) Oracle Database 12c
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) SQL Server Reporting Services
Development Applications
1 2 (40.00%) Talend Open Studio
2 1 (20.00%) JIRA
Job Titles
1 5 (100.00%) Developer
2 3 (60.00%) Business Intelligence Developer
3 2 (40.00%) SQL Developer
4 1 (20.00%) Business Intelligence Lead
4 1 (20.00%) Lead Developer
4 1 (20.00%) Oracle Developer
4 1 (20.00%) Senior Developer
4 1 (20.00%) Senior SQL Developer
4 1 (20.00%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) MDX
Miscellaneous
1 2 (40.00%) Analytical Skills
Processes & Methodologies
1 5 (100.00%) Business Intelligence
2 3 (60.00%) Data Integration
3 2 (40.00%) Analytics
3 2 (40.00%) Data Analytics
3 2 (40.00%) Data Management
3 2 (40.00%) ETL
3 2 (40.00%) Master Data Management
4 1 (20.00%) Agile Software Development
4 1 (20.00%) Data Modelling
4 1 (20.00%) Performance Tuning
4 1 (20.00%) PLM
4 1 (20.00%) Service Management
Programming Languages
1 5 (100.00%) SQL
2 2 (40.00%) T-SQL
3 1 (20.00%) PL/SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 2 (40.00%) Cognos
1 2 (40.00%) IBM
1 2 (40.00%) Microsoft
1 2 (40.00%) Talend
2 1 (20.00%) Oracle