The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 28 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
28 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 33 36 24
Rank change year-on-year
+3 -12
Contract jobs citing Data Modelling 4 3 3
As % of all contract IT jobs located in Liverpool 1.55% 1.01% 1.69%
As % of the Processes & Methodologies category 1.96% 1.27% 2.54%
Number of daily rates quoted 3 3 1
Median daily rate £325 £270 £320
Median daily rate % change year-on-year
+20.37% -15.62%
UK excluding London median daily rate £423 £425 £413
% change year-on-year
-0.58% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
Data Modelling
Merseyside

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

Processes & Methodologies Category
Liverpool
Contract IT job ads with a match in the
Processes & Methodologies category
204 236 118
As % of all contract IT jobs located in Liverpool 79.07% 79.46% 66.29%
Number of daily rates quoted 126 129 65
Median daily rate £400 £475 £375
Median daily rate % change year-on-year
-15.78% +26.66%
90% offered a daily rate of more than £300 £250 £260
10% offered a daily rate of more than £525 £700 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 3 0 6
Median hourly rate £15.00 - £26.50
90% offered a hourly rate of more than £9.00 - £13.00
10% offered a hourly rate of more than £20.40 - £39.00
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Data Modelling
Jobs Demand Trend in Liverpool

The demand trend of contract jobs across the Liverpool 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 Liverpool

Data Modelling
Daily Rate Trend in Liverpool

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

Data Modelling Daily Rate Trend in Liverpool

Data Modelling
Daily Rate Histogram in Liverpool

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Liverpool region over the 3 months to 28 July 2016.

Data Modelling Daily Rate Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 28 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 Liverpool region with a requirement for Data Modelling.

1 9 (50.00%) SQL
1 9 (50.00%) Siebel
1 9 (50.00%) Security Cleared
2 8 (44.44%) CRM
2 8 (44.44%) SC Cleared
3 7 (38.89%) Data Migration
3 7 (38.89%) Migration
3 7 (38.89%) Informatica
3 7 (38.89%) ETL
3 7 (38.89%) Oracle
3 7 (38.89%) PL/SQL
4 6 (33.33%) Performance Tuning
5 5 (27.78%) Unix
5 5 (27.78%) PowerCenter
5 5 (27.78%) Shell Script
6 4 (22.22%) Change Management
6 4 (22.22%) Analytical Skills
7 3 (16.67%) Workflow Analysis
7 3 (16.67%) Data Analytics
7 3 (16.67%) Analytics
7 3 (16.67%) Workflow
7 3 (16.67%) Finance
7 3 (16.67%) Siebel EIM
7 3 (16.67%) Business Analysis
7 3 (16.67%) Risk Analysis
7 3 (16.67%) Use Case
7 3 (16.67%) Microsoft
8 2 (11.11%) Data Mining
8 2 (11.11%) Oracle EBS
8 2 (11.11%) SharePoint

Data Modelling
Top Related IT Skills in Liverpool 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 2 (11.11%) SharePoint
2 1 (5.56%) SAS
2 1 (5.56%) SharePoint 2013
Applications
1 1 (5.56%) MS Excel
Business Applications
1 2 (11.11%) Dynamics CRM
1 2 (11.11%) Oracle EBS
Cloud Services
1 1 (5.56%) Office 365
Database & Business Intelligence
1 5 (27.78%) PowerCenter
2 3 (16.67%) Siebel EIM
3 2 (11.11%) Data Mining
3 2 (11.11%) SQL Server Integration Services
4 1 (5.56%) Oracle Database
4 1 (5.56%) Oracle Database 10g
4 1 (5.56%) Oracle Database 11g
4 1 (5.56%) Qlik Sense
4 1 (5.56%) QlikView
4 1 (5.56%) SQL Server
4 1 (5.56%) SQL Server 2008
General
1 3 (16.67%) Finance
2 2 (11.11%) Banking
Job Titles
1 10 (55.56%) Developer
2 4 (22.22%) Informatica Developer
3 3 (16.67%) Analyst
4 2 (11.11%) Business Analyst
4 2 (11.11%) Consultant
4 2 (11.11%) Data Migration Developer
4 2 (11.11%) Siebel Consultant
4 2 (11.11%) SQL Developer
4 2 (11.11%) SSIS Developer
5 1 (5.56%) Agile Developer
5 1 (5.56%) CRM Developer
5 1 (5.56%) CRM Specialist
5 1 (5.56%) Data Migration Consultant
5 1 (5.56%) Integration Specialist
5 1 (5.56%) Migration Consultant
5 1 (5.56%) QlikView Developer
5 1 (5.56%) Security Advisor
5 1 (5.56%) SharePoint Support
5 1 (5.56%) Siebel CRM Consultant
5 1 (5.56%) Siebel Integration Specialist
Libraries, Frameworks & Software Standards
1 2 (11.11%) Web Services
2 1 (5.56%) .NET
2 1 (5.56%) CSS
Miscellaneous
1 4 (22.22%) Analytical Skills
2 1 (5.56%) Data Protection Act
2 1 (5.56%) Data Structures
2 1 (5.56%) Management Information System
Operating Systems
1 5 (27.78%) Unix
2 1 (5.56%) Linux
Processes & Methodologies
1 8 (44.44%) CRM
2 7 (38.89%) Data Migration
2 7 (38.89%) ETL
2 7 (38.89%) Migration
3 6 (33.33%) Performance Tuning
4 4 (22.22%) Change Management
5 3 (16.67%) Analytics
5 3 (16.67%) Business Analysis
5 3 (16.67%) Data Analytics
5 3 (16.67%) Risk Analysis
5 3 (16.67%) Use Case
5 3 (16.67%) Workflow
5 3 (16.67%) Workflow Analysis
6 2 (11.11%) Agile Software Development
6 2 (11.11%) Data Analysis
6 2 (11.11%) Data Mapping
6 2 (11.11%) Database Tuning
6 2 (11.11%) Product Management
6 2 (11.11%) SDLC
6 2 (11.11%) Unit Testing
Programming Languages
1 9 (50.00%) SQL
2 7 (38.89%) PL/SQL
3 5 (27.78%) Shell Script
4 1 (5.56%) C#
4 1 (5.56%) JavaScript
4 1 (5.56%) PowerShell
Qualifications
1 9 (50.00%) Security Cleared
2 8 (44.44%) SC Cleared
Quality Assurance & Compliance
1 1 (5.56%) SLA
Vendors
1 9 (50.00%) Siebel
2 7 (38.89%) Informatica
2 7 (38.89%) Oracle
3 3 (16.67%) Microsoft
4 1 (5.56%) Teradata