Period
to 19 October 2018

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Dimensional Modelling
England > East Midlands
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 125 142 143
Rank change year-on-year +17 +1 -
Contract jobs citing Dimensional Modelling 16 4 4
As % of all contract IT jobs advertised in the East Midlands 0.58% 0.13% 0.12%
As % of the Processes & Methodologies category 0.72% 0.15% 0.15%
Number of daily rates quoted 11 2 2
East Midlands median daily rate £425 £350 £300
Median daily rate % change year-on-year +21.43% +16.67% -
10th Percentile £355 £308 £228
90th Percentile £438 £413 £373
England median daily rate £450 £450 £420
% change year-on-year - +7.14% -6.67%
Number of hourly rates quoted 0 0 0
East Midlands median hourly rate - - -
England median hourly rate - - £20.50

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,233 2,625 2,701
As % of all contract IT jobs advertised in the East Midlands 81.47% 84.90% 82.78%
Number of daily rates quoted 1,450 1,661 1,746
East Midlands median daily rate £400 £400 £400
10th Percentile £275 £250 £262
90th Percentile £538 £550 £575
England median daily rate £473 £450 £425
% change year-on-year +5.00% +5.88% +3.03%
Number of hourly rates quoted 102 104 61
East Midlands median hourly rate £15.50 £14.75 £14.00
Median hourly rate % change year-on-year +5.08% +5.36% -12.50%
10th Percentile £10.03 £9.65 £8.76
90th Percentile £43.63 £51.00 £42.50
England median hourly rate £21.00 £24.66 £22.50
% change year-on-year -14.84% +9.60% +3.73%

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
Contractor Daily Rate Trend in the East Midlands

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Dimensional Modelling in the East Midlands.

Contractor daily rate trend for Dimensional Modelling in the East Midlands

Dimensional Modelling
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Dimensional Modelling in the East Midlands over the 6 months to 19 October 2018.

Contractor daily rate histogram for Dimensional Modelling in the East Midlands

Dimensional Modelling
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the East Midlands region over the 6 months to 19 October 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Derbyshire - 15 £425 -
Leicestershire +10 1 £375 +25.00%
Dimensional Modelling
England

For the 6 months to 19 October 2018, IT contractor jobs citing Dimensional Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for Dimensional Modelling.

1 16 (100.00%) SQL Server
1 16 (100.00%) Data Warehouse
2 15 (93.75%) Relational Database
3 9 (56.25%) Data Modelling
4 8 (50.00%) ETL
4 8 (50.00%) Business Intelligence
4 8 (50.00%) RDBMS
4 8 (50.00%) Snowflake Schema
4 8 (50.00%) Oracle Database 10g
4 8 (50.00%) Informatica
4 8 (50.00%) DB2
4 8 (50.00%) Web Services
4 8 (50.00%) XML
4 8 (50.00%) SQL
4 8 (50.00%) Oracle
4 8 (50.00%) Teradata
4 8 (50.00%) Agile Software Development
4 8 (50.00%) SQL Server 2005
4 8 (50.00%) Netezza
4 8 (50.00%) DB2 UDB
4 8 (50.00%) Degree
4 8 (50.00%) Computer Science
4 8 (50.00%) Oracle Database 11g
4 8 (50.00%) Logical Data Model
4 8 (50.00%) Physical Data Model
4 8 (50.00%) Oracle Database
4 8 (50.00%) Performance Monitoring
4 8 (50.00%) Unit Testing
4 8 (50.00%) Data Integration
4 8 (50.00%) SQL Server 2008

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:

Applications
1 7 (43.75%) Microsoft Excel
Database & Business Intelligence
1 16 (100.00%) Data Warehouse
1 16 (100.00%) SQL Server
2 15 (93.75%) Relational Database
3 8 (50.00%) DB2
3 8 (50.00%) DB2 UDB
3 8 (50.00%) Oracle Database
3 8 (50.00%) Oracle Database 10g
3 8 (50.00%) Oracle Database 11g
3 8 (50.00%) RDBMS
3 8 (50.00%) Snowflake Schema
3 8 (50.00%) SQL Server 2005
3 8 (50.00%) SQL Server 2008
3 8 (50.00%) SQL Server 2012
4 7 (43.75%) Power BI
4 7 (43.75%) PowerCenter
4 7 (43.75%) SQL Server 2014
4 7 (43.75%) SQL Server 2016
4 7 (43.75%) SQL Server Analysis Services
4 7 (43.75%) SQL Server Integration Services
4 7 (43.75%) SQL Server Reporting Services
General
1 7 (43.75%) Finance
1 7 (43.75%) Retail
Job Titles
1 16 (100.00%) Developer
2 8 (50.00%) Informatica Developer
3 6 (37.50%) Report Developer
4 2 (12.50%) Business Intelligence Developer
5 1 (6.25%) Power BI Developer
5 1 (6.25%) QlikView Developer
Libraries, Frameworks & Software Standards
1 8 (50.00%) Web Services
1 8 (50.00%) XML
2 7 (43.75%) MDX
Miscellaneous
1 8 (50.00%) Computer Science
Processes & Methodologies
1 9 (56.25%) Data Modelling
2 8 (50.00%) Agile Software Development
2 8 (50.00%) Business Intelligence
2 8 (50.00%) Data Acquisition
2 8 (50.00%) Data Integration
2 8 (50.00%) ETL
2 8 (50.00%) Logical Data Model
2 8 (50.00%) Performance Monitoring
2 8 (50.00%) Physical Data Model
2 8 (50.00%) Translating Business Requirements
2 8 (50.00%) Unit Testing
3 7 (43.75%) Data Visualisation
3 7 (43.75%) Visualisation
4 2 (12.50%) Analytics
5 1 (6.25%) Business Analysis
5 1 (6.25%) Predictive Analytics
5 1 (6.25%) Prescriptive Analytics
5 1 (6.25%) User Acceptance Testing
Programming Languages
1 8 (50.00%) SQL
2 7 (43.75%) Data Analysis Expressions (DAX)
2 7 (43.75%) T-SQL
3 1 (6.25%) C#
Qualifications
1 8 (50.00%) Computer Science Degree
1 8 (50.00%) Degree
1 8 (50.00%) Master's Degree
2 6 (37.50%) Security Cleared
3 5 (31.25%) SC Cleared
4 3 (18.75%) BPSS Clearance
Vendors
1 8 (50.00%) Informatica
1 8 (50.00%) Netezza
1 8 (50.00%) Oracle
1 8 (50.00%) Teradata
2 7 (43.75%) Microsoft
2 7 (43.75%) SAP