The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
England / West Midlands
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 214 203 219
Rank change year-on-year -11 +16  
Permanent jobs citing Dimensional Modelling 18 36 9
As % of all permanent IT jobs advertised in the West Midlands 0.35% 0.58% 0.16%
As % of the Processes & Methodologies category 0.39% 0.66% 0.18%
Number of salaries quoted 17 23 6
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year +6.25% -3.61%  
90% offered a salary of more than £39,500 £30,000 £36,750
10% offered a salary of more than £62,000 £49,000 £44,500
UK excluding London median salary £42,500 £44,000 £45,000
% change year-on-year -3.40% -2.22%  

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 4558 5458 4965
As % of all permanent IT job vacancies advertised in the West Midlands 88.37% 88.69% 87.46%
Number of salaries quoted 3780 4225 4084
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,000 £26,500 £27,500
10% offered a salary of more than £62,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Dimensional Modelling
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing Dimensional Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in the West Midlands

Dimensional Modelling
Salary Trend in the West Midlands

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

Salary trend for Dimensional Modelling in the West Midlands

Dimensional Modelling
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Dimensional Modelling in the West Midlands over the 3 months to 27 June 2017.

Salary histogram for Dimensional Modelling in the West Midlands

Dimensional Modelling
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the West Midlands region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Bromwich - 5 £42,500 -
Staffordshire +17 2 £35,000 -44.00% 2
Warwickshire +7 2 £65,000 +30.00%
Birmingham +7 1 £42,500 +6.25% 2
Dimensional Modelling
England

For the 6 months to 27 June 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 West Midlands region with a requirement for Dimensional Modelling.

1 19 (90.48%) SQL
1 19 (90.48%) Data Warehouse
2 13 (61.90%) Oracle
2 13 (61.90%) PL/SQL
2 13 (61.90%) Oracle Database 11g
2 13 (61.90%) Oracle Database 12c
2 13 (61.90%) Oracle Database
3 12 (57.14%) BusinessObjects
4 9 (42.86%) Business Intelligence
4 9 (42.86%) Kimball Methodology
5 8 (38.10%) Data Modelling
5 8 (38.10%) ETL
6 6 (28.57%) Data Mart
7 5 (23.81%) Data Management
7 5 (23.81%) SQL Server
7 5 (23.81%) Finance
8 4 (19.05%) Microsoft
8 4 (19.05%) Time Management
8 4 (19.05%) Data Quality
8 4 (19.05%) Relational Database
9 3 (14.29%) Analytical Skills
9 3 (14.29%) Analytics
9 3 (14.29%) IBM
9 3 (14.29%) Oracle Reports
9 3 (14.29%) Cognos
10 2 (9.52%) T-SQL
10 2 (9.52%) SQL Server Integration Services
10 2 (9.52%) Information Management
10 2 (9.52%) Data Integration
10 2 (9.52%) SQL Server Analysis Services

Dimensional Modelling
Co-occurring IT Skills in the West Midlands 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 (4.76%) SAS
1 1 (4.76%) SharePoint
Business Applications
1 1 (4.76%) Cognos Business Intelligence
1 1 (4.76%) Dynamics AX
Database & Business Intelligence
1 19 (90.48%) Data Warehouse
2 13 (61.90%) Oracle Database
2 13 (61.90%) Oracle Database 11g
2 13 (61.90%) Oracle Database 12c
3 12 (57.14%) BusinessObjects
4 6 (28.57%) Data Mart
5 5 (23.81%) SQL Server
6 4 (19.05%) Relational Database
7 3 (14.29%) Oracle Reports
8 2 (9.52%) IBM PureData
8 2 (9.52%) Power BI
8 2 (9.52%) SQL Server Analysis Services
8 2 (9.52%) SQL Server Integration Services
9 1 (4.76%) Big Data
9 1 (4.76%) SQL Server Reporting Services
Development Applications
1 2 (9.52%) Talend Open Studio
2 1 (4.76%) Team Foundation Server
General
1 5 (23.81%) Finance
2 1 (4.76%) Advertising
Job Titles
1 14 (66.67%) Developer
2 9 (42.86%) Oracle Developer
3 6 (28.57%) Data Warehouse Developer
3 6 (28.57%) Oracle Data Warehouse Developer
4 5 (23.81%) Business Intelligence Developer
5 3 (14.29%) Consultant
5 3 (14.29%) Data Consultant
5 3 (14.29%) Data Warehouse Consultant
5 3 (14.29%) Oracle Consultant
6 2 (9.52%) Architect
6 2 (9.52%) Data Architect
6 2 (9.52%) Senior Developer
6 2 (9.52%) Senior Oracle Developer
7 1 (4.76%) Analyst
7 1 (4.76%) Analyst Programmer
7 1 (4.76%) Business Developer
7 1 (4.76%) Data Manager
7 1 (4.76%) Information Architect
7 1 (4.76%) Programmer
7 1 (4.76%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (4.76%) MDX
Miscellaneous
1 3 (14.29%) Analytical Skills
Processes & Methodologies
1 9 (42.86%) Business Intelligence
1 9 (42.86%) Kimball Methodology
2 8 (38.10%) Data Modelling
2 8 (38.10%) ETL
3 5 (23.81%) Data Management
4 4 (19.05%) Time Management
5 3 (14.29%) Analytics
6 2 (9.52%) Data Analytics
6 2 (9.52%) Data Integration
6 2 (9.52%) Information Management
6 2 (9.52%) Master Data Management
6 2 (9.52%) Metadata Management
7 1 (4.76%) Business Analysis
7 1 (4.76%) Data Architecture
7 1 (4.76%) Data Governance
7 1 (4.76%) Data Visualisation
7 1 (4.76%) Mathematics
7 1 (4.76%) System Testing
7 1 (4.76%) Systems Analysis
7 1 (4.76%) Visualisation
Programming Languages
1 19 (90.48%) SQL
2 13 (61.90%) PL/SQL
3 2 (9.52%) T-SQL
Quality Assurance & Compliance
1 4 (19.05%) Data Quality
Vendors
1 13 (61.90%) Oracle
2 4 (19.05%) Microsoft
3 3 (14.29%) Cognos
3 3 (14.29%) IBM
4 2 (9.52%) Talend
5 1 (4.76%) JD Edwards
5 1 (4.76%) Netezza
5 1 (4.76%) Tableau
Birmingham, West Midlands (County)
ReThink Recruitment
Salary: £40000.00 - £45000.00 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Colossus Associates
Salary: £40000 - £60000 per annum, Benefits 0
Posted: 4 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 4 days ago
Lichfield
Hays Specialist Recruitment Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: 8 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 21 days ago