The following table provides summary statistics for contract job vacancies advertised in the Midlands with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 26 June 2017 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.

Data Modelling
England / Midlands
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 14 28 -
Rank change year-on-year +14 -  
Contract jobs citing Data Modelling 4 4 0
As % of all contract IT jobs advertised in the Midlands 3.81% 2.14% -
As % of the Processes & Methodologies category 4.17% 2.76% -
Number of daily rates quoted 1 2 0
Median daily rate £450 £575 -
Median daily rate % change year-on-year -21.73% -  
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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

Contract Process & Methodology Skills
Midlands
Contract job vacancies with a requirement for process and methodology skills 96 145 133
As % of all contract IT job vacancies advertised in the Midlands 91.43% 77.54% 78.70%
Number of daily rates quoted 52 99 54
Median daily rate £500 £500 £550
Median daily rate % change year-on-year - -9.09%  
90% offered a daily rate of more than £346 £350 £320
10% offered a daily rate of more than £575 £575 £610
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £125.00 -
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Data Modelling in the Midlands

Data Modelling
Contractor Daily Rate Trend in the Midlands

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

Contractor daily rate trend for Data Modelling in the Midlands

Data Modelling
Contractor Hourly Rate Trend in the Midlands

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in the Midlands.

Contractor hourly rate trend for Data Modelling in the Midlands

For the 6 months to 26 June 2017, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Midlands region with a requirement for Data Modelling.

1 3 (60.00%) Oracle
1 3 (60.00%) ETL
1 3 (60.00%) Logical Data Model
2 2 (40.00%) Physical Data Model
2 2 (40.00%) Oracle EBS
2 2 (40.00%) Finance
2 2 (40.00%) Oracle EBS R12
2 2 (40.00%) IBM
2 2 (40.00%) SQL Server
2 2 (40.00%) Validation
2 2 (40.00%) Migration
2 2 (40.00%) Data Migration
2 2 (40.00%) Data Cleansing
3 1 (20.00%) Data Integration
3 1 (20.00%) Talend Open Studio
3 1 (20.00%) Agile Software Development
3 1 (20.00%) Software Engineering
3 1 (20.00%) Requirements Analysis
3 1 (20.00%) Degree
3 1 (20.00%) Computer Science
3 1 (20.00%) Oracle RAC
3 1 (20.00%) Symfony
3 1 (20.00%) CakePHP
3 1 (20.00%) Oracle Database 11g
3 1 (20.00%) jQuery
3 1 (20.00%) DB2
3 1 (20.00%) CSS
3 1 (20.00%) Python
3 1 (20.00%) HTML
3 1 (20.00%) JavaScript

Data Modelling
Co-occurring IT Skills in the 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:

Business Applications
1 2 (40.00%) Oracle EBS
1 2 (40.00%) Oracle EBS R12
Communications & Networking
1 1 (20.00%) Internet
Database & Business Intelligence
1 2 (40.00%) SQL Server
2 1 (20.00%) DataStage
2 1 (20.00%) DB2
2 1 (20.00%) IBM InfoSphere
2 1 (20.00%) MongoDB
2 1 (20.00%) Oracle Database
2 1 (20.00%) Oracle Database 11g
2 1 (20.00%) RDBMS
2 1 (20.00%) Relational Database
Development Applications
1 1 (20.00%) Talend Open Studio
General
1 2 (40.00%) Finance
2 1 (20.00%) Manufacturing
Job Titles
1 3 (60.00%) Analyst
2 2 (40.00%) Data Analyst
2 2 (40.00%) Financial Analyst
2 2 (40.00%) Oracle Analyst
2 2 (40.00%) Oracle Financials Analyst
3 1 (20.00%) Business Analyst
3 1 (20.00%) Consultant
3 1 (20.00%) Developer
3 1 (20.00%) Developer/Software Engineer
3 1 (20.00%) Full Stack Developer
3 1 (20.00%) Smart Metering Business Analyst
3 1 (20.00%) Software Developer
3 1 (20.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (20.00%) AngularJS
1 1 (20.00%) CakePHP
1 1 (20.00%) CSS
1 1 (20.00%) Express
1 1 (20.00%) HTML
1 1 (20.00%) jQuery
1 1 (20.00%) Laravel
1 1 (20.00%) MEAN Stack
1 1 (20.00%) Node.js
1 1 (20.00%) Symfony
1 1 (20.00%) Twitter Bootstrap
Miscellaneous
1 1 (20.00%) Computer Science
1 1 (20.00%) Internet of Things
1 1 (20.00%) Smart Meter
Processes & Methodologies
1 3 (60.00%) ETL
1 3 (60.00%) Logical Data Model
2 2 (40.00%) Data Cleansing
2 2 (40.00%) Data Migration
2 2 (40.00%) Migration
2 2 (40.00%) Physical Data Model
2 2 (40.00%) Validation
3 1 (20.00%) Agile Software Development
3 1 (20.00%) Analytics
3 1 (20.00%) Critical Success Factor
3 1 (20.00%) Data Analytics
3 1 (20.00%) Data Integration
3 1 (20.00%) Requirements Analysis
3 1 (20.00%) Software Engineering
Programming Languages
1 1 (20.00%) JavaScript
1 1 (20.00%) PHP
1 1 (20.00%) Python
1 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Computer Science Degree
1 1 (20.00%) Degree
System Software
1 1 (20.00%) Oracle RAC
Vendors
1 3 (60.00%) Oracle
2 2 (40.00%) IBM
3 1 (20.00%) Talend