The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Hertfordshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
East of England / Hertfordshire
Rank 49 40 51
Rank change year-on-year
-9 +11
Contract jobs citing Data Modelling 7 15 9
As % of all contract IT jobs located in Hertfordshire 1.16% 2.61% 1.44%
As % of the Processes & Methodologies category 1.49% 3.58% 1.90%
Number of daily rates quoted 5 10 6
Median daily rate £450 £456 £313
Median daily rate % change year-on-year
-1.36% +46.00%
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
469 419 474
As % of all contract IT jobs located in Hertfordshire 77.78% 72.87% 75.84%
Number of daily rates quoted 247 222 247
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £270 £300 £265
10% offered a daily rate of more than £600 £625 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 22 38 24
Median hourly rate £47.75 £37.50 £33.50
Median hourly rate % change year-on-year
+27.33% +11.94%
90% offered a hourly rate of more than £30.00 £14.70 £15.73
10% offered a hourly rate of more than £52.50 £49.50 £40.00
UK excluding London median hourly rate £35.75 £40.00 £27.50
% change year-on-year
-10.62% +45.45%

Data Modelling
Jobs Demand Trend in Hertfordshire

The demand trend of contract jobs across the Hertfordshire region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Hertfordshire

Data Modelling
Daily Rate Trend in Hertfordshire

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

Data Modelling Daily Rate Trend in Hertfordshire

Data Modelling
Hourly Rate Trend in Hertfordshire

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

Data Modelling Hourly Rate Trend in Hertfordshire

Data Modelling
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Hertfordshire region over the 3 months to 21 February 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford - 4 £450 - 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 21 February 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 Hertfordshire region with a requirement for Data Modelling.

1 7 (53.85%) Migration
1 7 (53.85%) Data Migration
2 6 (46.15%) SuccessFactors
2 6 (46.15%) SAP HCM
2 6 (46.15%) SAP
3 5 (38.46%) SQL
3 5 (38.46%) IBM
3 5 (38.46%) Data Architecture
3 5 (38.46%) Data Cleansing
4 3 (23.08%) SQL Server Integration Services
4 3 (23.08%) iPad
4 3 (23.08%) Relational Database
4 3 (23.08%) Analytics
4 3 (23.08%) Analytical Skills
4 3 (23.08%) Data Warehouse
4 3 (23.08%) E-Commerce
4 3 (23.08%) Business Intelligence
4 3 (23.08%) Java
4 3 (23.08%) SQL Server Reporting Services
5 2 (15.38%) MVC
5 2 (15.38%) Spring
5 2 (15.38%) Content Management
5 2 (15.38%) PL/SQL
5 2 (15.38%) T-SQL
5 2 (15.38%) J2EE
5 2 (15.38%) Oracle
5 2 (15.38%) SQL Server
5 2 (15.38%) Ant
5 2 (15.38%) Web Services
5 2 (15.38%) Linux

Data Modelling
Top Related IT Skills in Hertfordshire 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 2 (15.38%) MS Excel
Business Applications
1 6 (46.15%) SAP HCM
2 1 (7.69%) SAP HR
Cloud Services
1 6 (46.15%) SuccessFactors
Database & Business Intelligence
1 3 (23.08%) Data Warehouse
1 3 (23.08%) Relational Database
1 3 (23.08%) SQL Server Integration Services
1 3 (23.08%) SQL Server Reporting Services
2 2 (15.38%) Oracle Database
2 2 (15.38%) Power BI
2 2 (15.38%) SQL Server
3 1 (7.69%) Data Mining
3 1 (7.69%) RDBMS
3 1 (7.69%) SQL Server 2008
3 1 (7.69%) SQL Server 2014
3 1 (7.69%) SQL Server Analysis Services
Development Applications
1 2 (15.38%) Ant
1 2 (15.38%) Eclipse
2 1 (7.69%) Cucumber
2 1 (7.69%) HP UFT
General
1 1 (7.69%) Finance
1 1 (7.69%) Manufacturing
1 1 (7.69%) Pharmaceutical
Job Titles
1 7 (53.85%) Consultant
2 6 (46.15%) Data Consultant
2 6 (46.15%) Data Migration Consultant
2 6 (46.15%) Migration Consultant
3 3 (23.08%) Developer
4 2 (15.38%) Analyst
4 2 (15.38%) Architect
4 2 (15.38%) Business Intelligence Developer
4 2 (15.38%) Hybris Architect
4 2 (15.38%) SAP Consultant
4 2 (15.38%) SAP Data Consultant
4 2 (15.38%) SAP Data Migration Consultant
4 2 (15.38%) SAP Migration Consultant
4 2 (15.38%) Solutions Architect
4 2 (15.38%) SQL Developer
5 1 (7.69%) Cloud Consultant
5 1 (7.69%) HR Consultant
5 1 (7.69%) SQL BI Developer
5 1 (7.69%) SQL Server Data Warehouse Developer
5 1 (7.69%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 2 (15.38%) J2EE
1 2 (15.38%) Spring
1 2 (15.38%) Web Services
2 1 (7.69%) JSON
2 1 (7.69%) REST
2 1 (7.69%) XML
Miscellaneous
1 3 (23.08%) Analytical Skills
1 3 (23.08%) iPad
Operating Systems
1 2 (15.38%) Linux
2 1 (7.69%) AIX
2 1 (7.69%) Unix
2 1 (7.69%) Windows
Processes & Methodologies
1 7 (53.85%) Data Migration
1 7 (53.85%) Migration
2 5 (38.46%) Data Architecture
2 5 (38.46%) Data Cleansing
3 3 (23.08%) Analytics
3 3 (23.08%) Business Intelligence
3 3 (23.08%) E-Commerce
4 2 (15.38%) B2B
4 2 (15.38%) Content Management
4 2 (15.38%) MVC
4 2 (15.38%) OO
4 2 (15.38%) OOP
5 1 (7.69%) Agile Software Development
5 1 (7.69%) Data Management
5 1 (7.69%) ERP
5 1 (7.69%) Logistics
5 1 (7.69%) Scrum
5 1 (7.69%) Software Testing
5 1 (7.69%) Supply Chain Transformation
5 1 (7.69%) Time Management
Programming Languages
1 5 (38.46%) SQL
2 3 (23.08%) Java
3 2 (15.38%) PL/SQL
3 2 (15.38%) T-SQL
4 1 (7.69%) C#
4 1 (7.69%) Shell Script
4 1 (7.69%) VBA
Qualifications
1 1 (7.69%) ISEB
Vendors
1 6 (46.15%) SAP
2 5 (38.46%) IBM
3 2 (15.38%) hybris
3 2 (15.38%) Microsoft
3 2 (15.38%) Oracle
4 1 (7.69%) HP
4 1 (7.69%) JDA