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 29 September 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
29 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 20 30 25
Rank change year-on-year
+10 -5
Contract jobs citing Data Modelling 10 7 5
As % of all contract IT jobs located in Liverpool 4.63% 2.36% 2.59%
As % of the Processes & Methodologies category 6.02% 3.03% 3.47%
Number of daily rates quoted 8 6 1
Median daily rate £425 £375 £320
Median daily rate % change year-on-year
+13.33% +17.18%
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
166 231 144
As % of all contract IT jobs located in Liverpool 76.85% 77.78% 74.61%
Number of daily rates quoted 106 139 91
Median daily rate £388 £350 £350
Median daily rate % change year-on-year
+10.71% -
90% offered a daily rate of more than £300 £175 £272
10% offered a daily rate of more than £520 £475 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 4 3
Median hourly rate £22.85 £30.19 £26.50
Median hourly rate % change year-on-year
-24.32% +13.92%
90% offered a hourly rate of more than £15.00 £12.40 £20.80
10% offered a hourly rate of more than £23.54 £135.00 £30.00
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

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 29 September 2016.

Data Modelling Daily Rate Histogram in Liverpool

Data Modelling
Top 30 Related IT Skills in Liverpool

For the 6 months to 29 September 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 7 (46.67%) Data Warehouse
1 7 (46.67%) Data Architecture
2 6 (40.00%) Management Information System
2 6 (40.00%) Data Management
2 6 (40.00%) Data Analysis
2 6 (40.00%) SQL
2 6 (40.00%) Business Intelligence
3 5 (33.33%) e-GIF
3 5 (33.33%) Data Integration
3 5 (33.33%) Enterprise Architecture
3 5 (33.33%) Degree
3 5 (33.33%) ISO20022
4 4 (26.67%) Analytical Skills
4 4 (26.67%) SQL Server Integration Services
4 4 (26.67%) SC Cleared
4 4 (26.67%) Security Cleared
4 4 (26.67%) ETL
5 3 (20.00%) SAS
5 3 (20.00%) Microsoft
5 3 (20.00%) SQL Server
5 3 (20.00%) Agile Software Development
5 3 (20.00%) Banking
5 3 (20.00%) Big Data
5 3 (20.00%) Data Quality
5 3 (20.00%) Data Acquisition
6 2 (13.33%) Data Structures
6 2 (13.33%) Performance Tuning
6 2 (13.33%) Teradata
6 2 (13.33%) SQL Server 2008
6 2 (13.33%) Data Migration

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 3 (20.00%) SAS
2 2 (13.33%) SharePoint
3 1 (6.67%) SharePoint 2013
Applications
1 1 (6.67%) MS Excel
Business Applications
1 1 (6.67%) Dynamics CRM
1 1 (6.67%) Oracle EBS
Cloud Services
1 1 (6.67%) Office 365
Database & Business Intelligence
1 7 (46.67%) Data Warehouse
2 4 (26.67%) SQL Server Integration Services
3 3 (20.00%) Big Data
3 3 (20.00%) SQL Server
4 2 (13.33%) SQL Server 2008
5 1 (6.67%) Oracle Database
5 1 (6.67%) Oracle Database 10g
5 1 (6.67%) Oracle Database 11g
5 1 (6.67%) Pentaho
5 1 (6.67%) PostgreSQL
5 1 (6.67%) PowerCenter
5 1 (6.67%) SAS Data Integration Studio
5 1 (6.67%) Siebel EIM
5 1 (6.67%) SQL Server Reporting Services
5 1 (6.67%) Star Schema
Development Applications
1 1 (6.67%) Talend Open Studio
General
1 3 (20.00%) Banking
2 2 (13.33%) Finance
3 1 (6.67%) Back Office
Job Titles
1 8 (53.33%) Developer
2 5 (33.33%) Architect
2 5 (33.33%) Data Architect
3 3 (20.00%) SQL Developer
3 3 (20.00%) SSIS Developer
4 2 (13.33%) Chief Architect
4 2 (13.33%) Chief Data Architect
4 2 (13.33%) Senior Architect
4 2 (13.33%) Senior Data Architect
5 1 (6.67%) Agile Developer
5 1 (6.67%) Business Intelligence Developer
5 1 (6.67%) Data Migration Developer
5 1 (6.67%) Informatica Developer
5 1 (6.67%) SAS Data Integration Studio Developer
5 1 (6.67%) SAS ETL Developer
5 1 (6.67%) Security Advisor
5 1 (6.67%) SharePoint Developer
5 1 (6.67%) SharePoint Support
5 1 (6.67%) SQL Server Developer
5 1 (6.67%) Strategy Architect
Libraries, Frameworks & Software Standards
1 1 (6.67%) .NET
1 1 (6.67%) CSS
Miscellaneous
1 6 (40.00%) Management Information System
2 5 (33.33%) Data Integration
3 4 (26.67%) Analytical Skills
4 2 (13.33%) Data Structures
5 1 (6.67%) Data Extraction
5 1 (6.67%) Data Protection Act
Operating Systems
1 2 (13.33%) Unix
Processes & Methodologies
1 7 (46.67%) Data Architecture
2 6 (40.00%) Business Intelligence
2 6 (40.00%) Data Analysis
2 6 (40.00%) Data Management
3 5 (33.33%) e-GIF
3 5 (33.33%) Enterprise Architecture
4 4 (26.67%) ETL
5 3 (20.00%) Agile Software Development
5 3 (20.00%) Data Acquisition
6 2 (13.33%) Change Management
6 2 (13.33%) CRM
6 2 (13.33%) Data Migration
6 2 (13.33%) Migration
6 2 (13.33%) Performance Tuning
7 1 (6.67%) B2C
7 1 (6.67%) BPMN
7 1 (6.67%) GAP Analysis
7 1 (6.67%) Information Management
7 1 (6.67%) Stakeholder Management
7 1 (6.67%) Test Scripting
Programming Languages
1 6 (40.00%) SQL
2 2 (13.33%) PL/SQL
2 2 (13.33%) Shell Script
3 1 (6.67%) C#
3 1 (6.67%) JavaScript
3 1 (6.67%) PowerShell
Qualifications
1 5 (33.33%) Degree
2 4 (26.67%) SC Cleared
2 4 (26.67%) Security Cleared
Quality Assurance & Compliance
1 5 (33.33%) ISO20022
2 3 (20.00%) Data Quality
3 1 (6.67%) SLA
Vendors
1 3 (20.00%) Microsoft
2 2 (13.33%) Informatica
2 2 (13.33%) Oracle
2 2 (13.33%) Siebel
2 2 (13.33%) Teradata
3 1 (6.67%) Talend