Period
to 15 July 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 15 July 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
15 Jul 2018
Same period 2017 Same period 2016
Rank 135 147 130
Rank change year-on-year +12 -17 -
Contract jobs citing Dimensional Modelling 7 3 10
As % of all contract IT jobs advertised in the East Midlands 0.24% 0.095% 0.31%
As % of the Processes & Methodologies category 0.29% 0.11% 0.38%
Number of daily rates quoted 5 2 5
East Midlands median daily rate £360 £388 £425
Median daily rate % change year-on-year -7.10% -8.82% -
10th Percentile £331 £316 £355
90th Percentile £504 £469 £495
England median daily rate £465 £450 £413
% change year-on-year +3.33% +9.09% -8.33%
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 2,418 2,622 2,657
As % of all contract IT jobs advertised in the East Midlands 82.92% 83.00% 82.13%
Number of daily rates quoted 1,468 1,623 1,648
East Midlands median daily rate £400 £400 £390
Median daily rate % change year-on-year - +2.56% +4.00%
10th Percentile £259 £253 £245
90th Percentile £538 £550 £575
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.94%
Number of hourly rates quoted 90 80 65
East Midlands median hourly rate £16.18 £17.50 £15.25
Median hourly rate % change year-on-year -7.54% +14.75% -10.29%
10th Percentile £10.34 £10.57 £11.04
90th Percentile £47.50 £52.50 £43.15
England median hourly rate £22.00 £25.00 £24.00
% change year-on-year -12.00% +4.17% +13.50%

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 15 July 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 15 July 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 +18 5 £360 -24.21%
Nottinghamshire +1 1 £335 -
Lincolnshire - 1 £600 -
Dimensional Modelling
England

For the 6 months to 15 July 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 6 (85.71%) Data Warehouse
2 5 (71.43%) SQL Server
2 5 (71.43%) Retail
2 5 (71.43%) SQL Server Analysis Services
2 5 (71.43%) Relational Database
3 4 (57.14%) Kimball Methodology
3 4 (57.14%) Business Intelligence
3 4 (57.14%) Finance
4 3 (42.86%) RDBMS
4 3 (42.86%) Microsoft Excel
4 3 (42.86%) E-Commerce
4 3 (42.86%) SQL
4 3 (42.86%) T-SQL
4 3 (42.86%) Visual Studio
4 3 (42.86%) SAP
4 3 (42.86%) Analytics
4 3 (42.86%) MDX
4 3 (42.86%) Software Packaging
4 3 (42.86%) QMS
4 3 (42.86%) FMCG
4 3 (42.86%) SQL Server Reporting Services
4 3 (42.86%) Business Analysis
4 3 (42.86%) SQL Server Integration Services
4 3 (42.86%) Coaching
4 3 (42.86%) Quality Management
5 2 (28.57%) Power BI
5 2 (28.57%) SQL Server 2014
5 2 (28.57%) SQL Server 2016
5 2 (28.57%) Visualisation
5 2 (28.57%) Data Analysis Expressions (DAX)

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 3 (42.86%) Microsoft Excel
Business Applications
1 1 (14.29%) Demantra
1 1 (14.29%) Oracle Financials
1 1 (14.29%) Oracle Retail
1 1 (14.29%) Retail-J
Database & Business Intelligence
1 6 (85.71%) Data Warehouse
2 5 (71.43%) Relational Database
2 5 (71.43%) SQL Server
2 5 (71.43%) SQL Server Analysis Services
3 3 (42.86%) RDBMS
3 3 (42.86%) SQL Server Integration Services
3 3 (42.86%) SQL Server Reporting Services
4 2 (28.57%) Power BI
4 2 (28.57%) SQL Server 2014
4 2 (28.57%) SQL Server 2016
5 1 (14.29%) Big Data
5 1 (14.29%) OLAP
5 1 (14.29%) Oracle Database
5 1 (14.29%) Oracle Database 10g
5 1 (14.29%) SQL Server 2012
5 1 (14.29%) Star Schema
Development Applications
1 3 (42.86%) Visual Studio
2 1 (14.29%) ERwin
2 1 (14.29%) SQL Server Management Studio (SSMS)
2 1 (14.29%) StarTeam
2 1 (14.29%) Toad
General
1 5 (71.43%) Retail
2 4 (57.14%) Finance
3 2 (28.57%) Manufacturing
Job Titles
1 4 (57.14%) Developer
2 2 (28.57%) Analyst
3 1 (14.29%) Analytics Consultant
3 1 (14.29%) Applications Developer
3 1 (14.29%) Applications Support
3 1 (14.29%) Applications Support Analyst
3 1 (14.29%) Business Intelligence Analyst
3 1 (14.29%) Business Intelligence Consultant
3 1 (14.29%) Consultant
3 1 (14.29%) Data Analyst
3 1 (14.29%) Data Analytics Consultant
3 1 (14.29%) Data Consultant
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) Development Analyst
3 1 (14.29%) Development Support Analyst
3 1 (14.29%) Report Developer
3 1 (14.29%) SSAS Developer
3 1 (14.29%) Support Analyst
Libraries, Frameworks & Software Standards
1 3 (42.86%) MDX
1 3 (42.86%) Software Packaging
Miscellaneous
1 3 (42.86%) FMCG
Operating Systems
1 1 (14.29%) Windows
1 1 (14.29%) Windows Server
1 1 (14.29%) Windows Server 2012
Processes & Methodologies
1 4 (57.14%) Business Intelligence
1 4 (57.14%) Kimball Methodology
2 3 (42.86%) Analytics
2 3 (42.86%) Business Analysis
2 3 (42.86%) Coaching
2 3 (42.86%) E-Commerce
2 3 (42.86%) QMS
2 3 (42.86%) Quality Management
3 2 (28.57%) Data Visualisation
3 2 (28.57%) Visualisation
4 1 (14.29%) Change Control
4 1 (14.29%) Configuration Management
4 1 (14.29%) Cost-Benefit Analysis
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Analytics
4 1 (14.29%) Data Modelling
4 1 (14.29%) Enterprise Architecture
4 1 (14.29%) Enterprise Modelling
4 1 (14.29%) ERP
4 1 (14.29%) ETL
Programming Languages
1 3 (42.86%) SQL
1 3 (42.86%) T-SQL
2 2 (28.57%) Data Analysis Expressions (DAX)
3 1 (14.29%) PL/SQL
3 1 (14.29%) VBA
3 1 (14.29%) XMLA
Quality Assurance & Compliance
1 1 (14.29%) ISO 9001
Vendors
1 3 (42.86%) SAP
2 2 (28.57%) Microsoft
3 1 (14.29%) Micro Focus
3 1 (14.29%) Oracle
3 1 (14.29%) Tableau