Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the East 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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Dimensional Modelling
England > East Midlands
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 226 254 260
Rank change year-on-year +28 +6 -2
Permanent jobs citing Dimensional Modelling 5 4 11
As % of all permanent IT jobs advertised in the East Midlands 0.096% 0.062% 0.15%
As % of the Processes & Methodologies category 0.11% 0.069% 0.16%
Number of salaries quoted 5 2 11
East Midlands median annual salary £44,500 £51,250 £47,500
Median salary % change year-on-year -13.17% +7.89% +11.76%
10th Percentile £41,250 £47,875 £36,250
90th Percentile £50,950 £53,625 £55,000
England median annual salary £60,000 £52,500 £55,000
% change year-on-year +14.29% -4.55% +4.76%

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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4604 5773 6695
As % of all permanent IT jobs advertised in the East Midlands 88.57% 89.06% 89.60%
Number of salaries quoted 3800 4565 5435
East Midlands median annual salary £40,000 £41,500 £40,000
Median salary % change year-on-year -3.61% +3.75% -
10th Percentile £25,500 £26,000 £23,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Dimensional Modelling
Job Vacancy Trend in the East Midlands

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for Dimensional Modelling in the East Midlands

Dimensional Modelling
Salary Trend in the East Midlands

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

Salary trend for Dimensional Modelling in the East Midlands

Dimensional Modelling
Job Locations in the East 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 East Midlands region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire +22 2 £42,500 -17.07% 1
Nottinghamshire - 2 £44,500 -
Derbyshire - 1 £52,500 -
Dimensional Modelling
England

For the 6 months to 20 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 East Midlands region with a requirement for Dimensional Modelling.

1 5 (100.00%) Business Intelligence
1 5 (100.00%) Microsoft
2 3 (60.00%) SQL
2 3 (60.00%) SQL Server
2 3 (60.00%) Data Warehouse
2 3 (60.00%) ETL
2 3 (60.00%) SQL Server Integration Services
2 3 (60.00%) Unit Testing
2 3 (60.00%) SQL Server Analysis Services
2 3 (60.00%) Kimball Methodology
2 3 (60.00%) Data Strategy
3 2 (40.00%) Performance Tuning
3 2 (40.00%) Continuous Integration
3 2 (40.00%) OLAP Cube
3 2 (40.00%) ETL Development
3 2 (40.00%) Translating Business Requirements
3 2 (40.00%) Integration Testing
3 2 (40.00%) Marketing
3 2 (40.00%) Project Management
3 2 (40.00%) SQL Server Reporting Services
3 2 (40.00%) Informatica
3 2 (40.00%) OLAP
3 2 (40.00%) Advertising
3 2 (40.00%) Agile Software Development
3 2 (40.00%) TDD
4 1 (20.00%) Data Management
4 1 (20.00%) SharePoint
4 1 (20.00%) ERP
4 1 (20.00%) DB2
4 1 (20.00%) T-SQL

Dimensional Modelling
Co-occurring IT Skills in the East 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 (20.00%) SharePoint
Business Applications
1 1 (20.00%) Dynamics AX
1 1 (20.00%) NetSuite
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
1 3 (60.00%) SQL Server
1 3 (60.00%) SQL Server Analysis Services
1 3 (60.00%) SQL Server Integration Services
2 2 (40.00%) OLAP
2 2 (40.00%) OLAP Cube
2 2 (40.00%) SQL Server Reporting Services
3 1 (20.00%) Big Data
3 1 (20.00%) DB2
3 1 (20.00%) Power BI
3 1 (20.00%) PowerCenter
Development Applications
1 1 (20.00%) Team Foundation Server
General
1 2 (40.00%) Advertising
1 2 (40.00%) Marketing
Job Titles
1 4 (80.00%) Developer
2 2 (40.00%) Business Intelligence Developer
2 2 (40.00%) ETL Developer
2 2 (40.00%) Senior Developer
2 2 (40.00%) Senior ETL Developer
2 2 (40.00%) SQL BI Developer
2 2 (40.00%) SQL Developer
2 2 (40.00%) SQL Server BI Developer
2 2 (40.00%) SQL Server Developer
3 1 (20.00%) Business Intelligence Manager
3 1 (20.00%) Business Manager
Libraries, Frameworks & Software Standards
1 1 (20.00%) MDX
Processes & Methodologies
1 5 (100.00%) Business Intelligence
2 3 (60.00%) Data Strategy
2 3 (60.00%) ETL
2 3 (60.00%) Kimball Methodology
2 3 (60.00%) Unit Testing
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Continuous Integration
3 2 (40.00%) ETL Development
3 2 (40.00%) Integration Testing
3 2 (40.00%) Performance Tuning
3 2 (40.00%) Project Management
3 2 (40.00%) TDD
3 2 (40.00%) Translating Business Requirements
4 1 (20.00%) Analytics
4 1 (20.00%) Data Management
4 1 (20.00%) ERP
4 1 (20.00%) People Management
4 1 (20.00%) Strategic Thinking
4 1 (20.00%) Test Scripting
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) T-SQL
Qualifications
1 1 (20.00%) Degree
Vendors
1 5 (100.00%) Microsoft
2 2 (40.00%) Informatica
3 1 (20.00%) JD Edwards