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 26 July 2016 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
26 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 43 58 48
Rank change year-on-year
+15 -10
Contract jobs citing Data Modelling 13 13 10
As % of all contract IT jobs located in Hertfordshire 2.05% 1.53% 1.54%
As % of the Processes & Methodologies category 2.78% 2.04% 1.98%
Number of daily rates quoted 5 7 8
Median daily rate £450 £350 £295
Median daily rate % change year-on-year
+28.57% +18.64%
90% offered a daily rate of more than £415 £220 £271
10% offered a daily rate of more than £465 £412 £388
UK excluding London median daily rate £420 £420 £400
% change year-on-year
- +5.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £50.00 -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
Data Modelling
East of England

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
468 637 504
As % of all contract IT jobs located in Hertfordshire 73.82% 75.03% 77.42%
Number of daily rates quoted 257 329 252
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £288 £275 £245
10% offered a daily rate of more than £575 £550 £475
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 17 55 32
Median hourly rate £20.00 £33.00 £21.00
Median hourly rate % change year-on-year
-39.39% +57.14%
90% offered a hourly rate of more than £16.00 £9.50 £10.85
10% offered a hourly rate of more than £52.50 £50.00 £39.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

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 26 July 2016. 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
(Click see detailed
statistics and trends)
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 +10 8 £400 +39.13%
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 26 July 2016, 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 16 (66.67%) SQL
2 12 (50.00%) Migration
2 12 (50.00%) Data Migration
3 9 (37.50%) Oracle
4 8 (33.33%) PL/SQL
4 8 (33.33%) RDBMS
4 8 (33.33%) Data Architecture
4 8 (33.33%) Analytics
4 8 (33.33%) SuccessFactors
4 8 (33.33%) Oracle Database
4 8 (33.33%) Relational Database
5 7 (29.17%) Analytical Skills
5 7 (29.17%) Finance
6 6 (25.00%) Java
6 6 (25.00%) Web Services
6 6 (25.00%) Data Cleansing
7 5 (20.83%) Data Integration
7 5 (20.83%) Logical Data Model
7 5 (20.83%) SAP
7 5 (20.83%) Data Management
8 4 (16.67%) Enterprise Architecture
8 4 (16.67%) N-Tier
8 4 (16.67%) ETL
8 4 (16.67%) E-Commerce
8 4 (16.67%) XML
8 4 (16.67%) WebLogic
8 4 (16.67%) Physical Data Model
8 4 (16.67%) Qlik Sense
8 4 (16.67%) Database Optimisation
8 4 (16.67%) iPad

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:

Application Platforms
1 4 (16.67%) WebLogic
Applications
1 2 (8.33%) MS Visio
2 1 (4.17%) MS Excel
2 1 (4.17%) MS Project
Business Applications
1 2 (8.33%) Dynamics CRM
Cloud Services
1 8 (33.33%) SuccessFactors
Database & Business Intelligence
1 8 (33.33%) Oracle Database
1 8 (33.33%) RDBMS
1 8 (33.33%) Relational Database
2 4 (16.67%) Oracle Database 11g
2 4 (16.67%) Qlik Sense
3 3 (12.50%) SQL Server Integration Services
4 1 (4.17%) SQL Server
Development Applications
1 4 (16.67%) Oracle APEX
2 1 (4.17%) ERwin
General
1 7 (29.17%) Finance
2 3 (12.50%) Retail
3 1 (4.17%) Advertising
3 1 (4.17%) Publishing
3 1 (4.17%) Telecoms
Job Titles
1 12 (50.00%) Analyst
2 7 (29.17%) Developer
3 6 (25.00%) Data Analyst
4 5 (20.83%) Architect
5 4 (16.67%) Data Architect
5 4 (16.67%) Oracle Developer
5 4 (16.67%) Systems Analyst
6 3 (12.50%) Business Analyst
6 3 (12.50%) SQL Developer
6 3 (12.50%) Sybase Developer
7 2 (8.33%) Consultant
7 2 (8.33%) Java Developer
7 2 (8.33%) Java Engineer
7 2 (8.33%) Oracle Analyst
7 2 (8.33%) Senior Analyst
7 2 (8.33%) Senior Developer
7 2 (8.33%) Senior Oracle Developer
7 2 (8.33%) Senior Systems Analyst
7 2 (8.33%) Supply Chain Analyst
7 2 (8.33%) Web Engineer
Libraries, Frameworks & Software Standards
1 6 (25.00%) Web Services
2 4 (16.67%) XML
3 2 (8.33%) Hibernate
3 2 (8.33%) Spring
Miscellaneous
1 7 (29.17%) Analytical Skills
2 5 (20.83%) Data Integration
3 4 (16.67%) iPad
3 4 (16.67%) N-Tier
Operating Systems
1 2 (8.33%) AIX
1 2 (8.33%) Linux
1 2 (8.33%) Windows
Processes & Methodologies
1 12 (50.00%) Data Migration
1 12 (50.00%) Migration
2 8 (33.33%) Analytics
2 8 (33.33%) Data Architecture
3 6 (25.00%) Data Cleansing
4 5 (20.83%) Data Management
4 5 (20.83%) Logical Data Model
5 4 (16.67%) Data Mapping
5 4 (16.67%) Database Optimisation
5 4 (16.67%) Database Tuning
5 4 (16.67%) E-Commerce
5 4 (16.67%) Enterprise Architecture
5 4 (16.67%) ETL
5 4 (16.67%) Performance Tuning
5 4 (16.67%) Physical Data Model
5 4 (16.67%) Supply Chain Transformation
6 3 (12.50%) CRM
6 3 (12.50%) ERP
7 2 (8.33%) B2B
7 2 (8.33%) B2C
Programming Languages
1 16 (66.67%) SQL
2 8 (33.33%) PL/SQL
3 6 (25.00%) Java
4 2 (8.33%) T-SQL
5 1 (4.17%) MATLAB
Qualifications
1 1 (4.17%) ISEB
1 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) QA
System Software
1 4 (16.67%) Oracle RAC
Vendors
1 9 (37.50%) Oracle
2 5 (20.83%) SAP
3 3 (12.50%) Sybase
4 2 (8.33%) JDA
5 1 (4.17%) Microsoft
5 1 (4.17%) Pega