The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Merseyside 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 28 37 31
Rank change year-on-year
+9 -6
Contract jobs citing Data Modelling 12 7 6
As % of all contract IT jobs located in Merseyside 3.87% 1.85% 2.33%
As % of the Processes & Methodologies category 4.88% 2.41% 3.23%
Number of daily rates quoted 9 6 1
Median daily rate £363 £375 £320
Median daily rate % change year-on-year
-3.33% +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
North West

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

Processes & Methodologies Category
Merseyside
Contract IT job ads with a match in the
Processes & Methodologies category
246 291 186
As % of all contract IT jobs located in Merseyside 79.35% 76.78% 72.37%
Number of daily rates quoted 149 162 108
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 £265
10% offered a daily rate of more than £520 £475 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 4 4 7
Median hourly rate £22.00 £30.19 £25.00
Median hourly rate % change year-on-year
-27.12% +20.76%
90% offered a hourly rate of more than £15.00 £12.40 £10.50
10% offered a hourly rate of more than £23.31 £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 Merseyside

The demand trend of contract jobs across the Merseyside 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 Merseyside

Data Modelling
Daily Rate Trend in Merseyside

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

Data Modelling Daily Rate Trend in Merseyside

Data Modelling
Daily Rate Histogram in Merseyside

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Merseyside region over the 3 months to 29 September 2016.

Data Modelling Daily Rate Histogram in Merseyside

Data Modelling
Hourly Rate Trend in Merseyside

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

Data Modelling Hourly Rate Trend in Merseyside

Data Modelling
Contract Job Locations in Merseyside

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 Merseyside region over the 3 months to 29 September 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
Liverpool +10 10 £425 +13.33% 2
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Merseyside

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 Merseyside region with a requirement for Data Modelling.

1 8 (44.44%) Data Warehouse
2 7 (38.89%) SQL
2 7 (38.89%) Business Intelligence
2 7 (38.89%) Data Management
2 7 (38.89%) Data Architecture
3 6 (33.33%) Data Analysis
3 6 (33.33%) Management Information System
4 5 (27.78%) SQL Server Integration Services
4 5 (27.78%) Enterprise Architecture
4 5 (27.78%) Degree
4 5 (27.78%) e-GIF
4 5 (27.78%) SQL Server
4 5 (27.78%) ETL
4 5 (27.78%) Data Integration
4 5 (27.78%) ISO20022
5 4 (22.22%) Analytical Skills
5 4 (22.22%) SC Cleared
5 4 (22.22%) Security Cleared
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Banking
6 3 (16.67%) Change Management
6 3 (16.67%) Finance
6 3 (16.67%) SAS
6 3 (16.67%) Microsoft
6 3 (16.67%) Data Quality
6 3 (16.67%) Big Data
6 3 (16.67%) Data Acquisition
6 3 (16.67%) Logical Data Model
6 3 (16.67%) Physical Data Model
7 2 (11.11%) Data Structures

Data Modelling
Top Related IT Skills in Merseyside 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 (16.67%) SAS
2 2 (11.11%) SharePoint
3 1 (5.56%) CICS
3 1 (5.56%) SharePoint 2013
Applications
1 1 (5.56%) MS Excel
Business Applications
1 1 (5.56%) Dynamics CRM
1 1 (5.56%) Oracle EBS
Cloud Services
1 1 (5.56%) Microsoft Azure
1 1 (5.56%) Office 365
Database & Business Intelligence
1 8 (44.44%) Data Warehouse
2 5 (27.78%) SQL Server
2 5 (27.78%) SQL Server Integration Services
3 3 (16.67%) Big Data
4 2 (11.11%) SQL Server 2008
4 2 (11.11%) SQL Server Reporting Services
5 1 (5.56%) DB2
5 1 (5.56%) Oracle Database
5 1 (5.56%) Oracle Database 10g
5 1 (5.56%) Oracle Database 11g
5 1 (5.56%) Pentaho
5 1 (5.56%) PostgreSQL
5 1 (5.56%) PowerCenter
5 1 (5.56%) SAS Data Integration Studio
5 1 (5.56%) Siebel EIM
5 1 (5.56%) Star Schema
Development Applications
1 1 (5.56%) JIRA
1 1 (5.56%) Talend Open Studio
General
1 4 (22.22%) Banking
2 3 (16.67%) Finance
3 1 (5.56%) Back Office
Job Titles
1 9 (50.00%) Developer
2 5 (27.78%) Architect
2 5 (27.78%) Data Architect
3 4 (22.22%) SQL Developer
3 4 (22.22%) SSIS Developer
4 2 (11.11%) Analyst
4 2 (11.11%) Chief Architect
4 2 (11.11%) Chief Data Architect
4 2 (11.11%) Data Warehouse Developer
4 2 (11.11%) Senior Architect
4 2 (11.11%) Senior Data Architect
4 2 (11.11%) SQL Server Developer
5 1 (5.56%) Business Analyst
5 1 (5.56%) Business Intelligence Developer
5 1 (5.56%) Database Developer
5 1 (5.56%) SAS ETL Developer
5 1 (5.56%) SharePoint Developer
5 1 (5.56%) SQL Server Data Warehouse Developer
5 1 (5.56%) Technical Analyst
5 1 (5.56%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (5.56%) .NET
1 1 (5.56%) CSS
1 1 (5.56%) Ruby on Rails
Miscellaneous
1 6 (33.33%) Management Information System
2 5 (27.78%) Data Integration
3 4 (22.22%) Analytical Skills
4 2 (11.11%) Data Extraction
4 2 (11.11%) Data Structures
5 1 (5.56%) Data Protection Act
5 1 (5.56%) User Experience
Operating Systems
1 2 (11.11%) Unix
Processes & Methodologies
1 7 (38.89%) Business Intelligence
1 7 (38.89%) Data Architecture
1 7 (38.89%) Data Management
2 6 (33.33%) Data Analysis
3 5 (27.78%) e-GIF
3 5 (27.78%) Enterprise Architecture
3 5 (27.78%) ETL
4 4 (22.22%) Agile Software Development
5 3 (16.67%) Change Management
5 3 (16.67%) Data Acquisition
5 3 (16.67%) Logical Data Model
5 3 (16.67%) Physical Data Model
6 2 (11.11%) CRM
6 2 (11.11%) Data Migration
6 2 (11.11%) Migration
6 2 (11.11%) Performance Tuning
7 1 (5.56%) Data Governance
7 1 (5.56%) Database Tuning
7 1 (5.56%) Kimball Methodology
7 1 (5.56%) Stakeholder Engagement
Programming Languages
1 7 (38.89%) SQL
2 2 (11.11%) PL/SQL
2 2 (11.11%) Shell Script
3 1 (5.56%) C#
3 1 (5.56%) JavaScript
3 1 (5.56%) PowerShell
3 1 (5.56%) Ruby
Qualifications
1 5 (27.78%) Degree
2 4 (22.22%) SC Cleared
2 4 (22.22%) Security Cleared
Quality Assurance & Compliance
1 5 (27.78%) ISO20022
2 3 (16.67%) Data Quality
3 1 (5.56%) SLA
Vendors
1 3 (16.67%) Microsoft
2 2 (11.11%) Informatica
2 2 (11.11%) Oracle
2 2 (11.11%) Siebel
2 2 (11.11%) Teradata
3 1 (5.56%) Talend