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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 24 33 25
Rank change year-on-year
+9 -8
Contract jobs citing Data Modelling 8 3 4
As % of all contract IT jobs located in Liverpool 3.48% 1.04% 2.09%
As % of the Processes & Methodologies category 4.44% 1.33% 2.96%
Number of daily rates quoted 7 2 1
Median daily rate £450 £203 £320
Median daily rate % change year-on-year
+122.22% -36.71%
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
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
180 226 135
As % of all contract IT jobs located in Liverpool 78.26% 78.47% 70.68%
Number of daily rates quoted 113 122 82
Median daily rate £400 £330 £365
Median daily rate % change year-on-year
+21.21% -9.46%
90% offered a daily rate of more than £300 £135 £265
10% offered a daily rate of more than £520 £750 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 2 4
Median hourly rate £15.00 £135.00 £26.50
Median hourly rate % change year-on-year
-88.88% +409.43%
90% offered a hourly rate of more than £9.00 £47.50 £16.00
10% offered a hourly rate of more than £20.40 £135.00 £30.00
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

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 30 August 2016.

Data Modelling Daily Rate Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 30 August 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 8 (40.00%) SQL
1 8 (40.00%) Security Cleared
2 7 (35.00%) SC Cleared
3 6 (30.00%) CRM
3 6 (30.00%) Siebel
3 6 (30.00%) Data Analysis
4 5 (25.00%) Data Migration
4 5 (25.00%) Migration
4 5 (25.00%) PL/SQL
4 5 (25.00%) Oracle
4 5 (25.00%) Management Information System
4 5 (25.00%) ETL
4 5 (25.00%) Business Intelligence
4 5 (25.00%) Informatica
4 5 (25.00%) Data Architecture
4 5 (25.00%) Performance Tuning
4 5 (25.00%) Analytical Skills
5 4 (20.00%) ISO20022
5 4 (20.00%) Data Integration
5 4 (20.00%) Shell Script
5 4 (20.00%) Data Warehouse
5 4 (20.00%) Unix
5 4 (20.00%) e-GIF
5 4 (20.00%) Data Management
5 4 (20.00%) Enterprise Architecture
5 4 (20.00%) Degree
6 3 (15.00%) Business Analysis
6 3 (15.00%) Risk Analysis
6 3 (15.00%) Use Case
6 3 (15.00%) Agile Software Development

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 (10.00%) SAS
1 2 (10.00%) SharePoint
2 1 (5.00%) SharePoint 2013
Applications
1 1 (5.00%) MS Excel
Business Applications
1 2 (10.00%) Dynamics CRM
1 2 (10.00%) Oracle EBS
Cloud Services
1 1 (5.00%) Office 365
Database & Business Intelligence
1 4 (20.00%) Data Warehouse
2 3 (15.00%) PowerCenter
2 3 (15.00%) SQL Server Integration Services
3 2 (10.00%) Big Data
3 2 (10.00%) Data Mining
3 2 (10.00%) Siebel EIM
3 2 (10.00%) SQL Server
3 2 (10.00%) SQL Server 2008
4 1 (5.00%) Oracle Database
4 1 (5.00%) Oracle Database 10g
4 1 (5.00%) Oracle Database 11g
4 1 (5.00%) Qlik Sense
4 1 (5.00%) QlikView
General
1 3 (15.00%) Banking
1 3 (15.00%) Finance
Job Titles
1 10 (50.00%) Developer
2 4 (20.00%) Architect
2 4 (20.00%) Data Architect
3 3 (15.00%) Analyst
3 3 (15.00%) Informatica Developer
3 3 (15.00%) SQL Developer
3 3 (15.00%) SSIS Developer
4 2 (10.00%) Business Analyst
4 2 (10.00%) Chief Architect
4 2 (10.00%) Chief Data Architect
4 2 (10.00%) Data Migration Developer
5 1 (5.00%) Agile Developer
5 1 (5.00%) CRM Specialist
5 1 (5.00%) Data Analyst
5 1 (5.00%) QlikView Developer
5 1 (5.00%) Security Advisor
5 1 (5.00%) SharePoint Support
5 1 (5.00%) Siebel Developer
5 1 (5.00%) Siebel Integration Specialist
5 1 (5.00%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 1 (5.00%) .NET
1 1 (5.00%) CSS
1 1 (5.00%) Web Services
Miscellaneous
1 5 (25.00%) Analytical Skills
1 5 (25.00%) Management Information System
2 4 (20.00%) Data Integration
3 1 (5.00%) Data Protection Act
3 1 (5.00%) Data Structures
Operating Systems
1 4 (20.00%) Unix
Processes & Methodologies
1 6 (30.00%) CRM
1 6 (30.00%) Data Analysis
2 5 (25.00%) Business Intelligence
2 5 (25.00%) Data Architecture
2 5 (25.00%) Data Migration
2 5 (25.00%) ETL
2 5 (25.00%) Migration
2 5 (25.00%) Performance Tuning
3 4 (20.00%) Data Management
3 4 (20.00%) e-GIF
3 4 (20.00%) Enterprise Architecture
4 3 (15.00%) Agile Software Development
4 3 (15.00%) Analytics
4 3 (15.00%) Business Analysis
4 3 (15.00%) Change Management
4 3 (15.00%) Data Analytics
4 3 (15.00%) Risk Analysis
4 3 (15.00%) Use Case
4 3 (15.00%) Workflow
4 3 (15.00%) Workflow Analysis
Programming Languages
1 8 (40.00%) SQL
2 5 (25.00%) PL/SQL
3 4 (20.00%) Shell Script
4 1 (5.00%) C#
4 1 (5.00%) JavaScript
4 1 (5.00%) PowerShell
Qualifications
1 8 (40.00%) Security Cleared
2 7 (35.00%) SC Cleared
3 4 (20.00%) Degree
Quality Assurance & Compliance
1 4 (20.00%) ISO20022
2 2 (10.00%) Data Quality
3 1 (5.00%) SLA
Vendors
1 6 (30.00%) Siebel
2 5 (25.00%) Informatica
2 5 (25.00%) Oracle
3 3 (15.00%) Microsoft
4 2 (10.00%) Teradata