The following table provides summary statistics for contract job vacancies advertised in Merseyside with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
North West / Merseyside
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 32 38 35
Rank change year-on-year +6 -3  
Contract jobs citing Data Modelling 13 6 3
As % of all contract IT jobs advertised in Merseyside 3.94% 1.83% 0.78%
As % of the Processes & Methodologies category 4.85% 2.21% 1.11%
Number of daily rates quoted 9 3 2
Median daily rate £488 £450 £510
Median daily rate % change year-on-year +8.33% -11.76%  
90% offered a daily rate of more than £420 £322 £502
10% offered a daily rate of more than £550 £450 £518
UK excluding London median daily rate £425 £438 £423
% change year-on-year -2.85% +3.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Merseyside with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Merseyside
Contract job vacancies with a requirement for process and methodology skills 268 271 271
As % of all contract IT job vacancies advertised in Merseyside 81.21% 82.87% 70.57%
Number of daily rates quoted 183 157 132
Median daily rate £425 £378 £468
Median daily rate % change year-on-year +12.58% -19.25%  
90% offered a daily rate of more than £325 £275 £265
10% offered a daily rate of more than £550 £525 £675
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 1 2 1
Median hourly rate £13.50 £18.80 £51.67
Median hourly rate % change year-on-year -28.19% -63.61%  
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Merseyside

The job posting trend of jobs advertised in Merseyside citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Merseyside

Data Modelling
Contractor Daily Rate Trend in Merseyside

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

Contractor daily rate trend for Data Modelling in Merseyside

Data Modelling
Contractor Daily Rate Histogram in Merseyside

The daily rate distribution of IT jobs citing Data Modelling in Merseyside over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Modelling in Merseyside

Data Modelling
Contractor Hourly Rate Trend in Merseyside

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

Contractor hourly rate trend for Data Modelling 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 25 June 2017. 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 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 +3 11 £488 +8.33% 3
Data Modelling
North West

For the 6 months to 25 June 2017, 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%) Business Intelligence
1 8 (44.44%) Data Architecture
1 8 (44.44%) Logical Data Model
2 7 (38.89%) Case Management
2 7 (38.89%) ERwin
2 7 (38.89%) CRM
3 6 (33.33%) Data Warehouse
3 6 (33.33%) ETL
3 6 (33.33%) Data Governance
3 6 (33.33%) User Experience
4 5 (27.78%) IT Strategy
4 5 (27.78%) Physical Data Model
4 5 (27.78%) Amazon AWS
4 5 (27.78%) Enterprise Architecture
4 5 (27.78%) Data Management
4 5 (27.78%) Project Management
5 4 (22.22%) Service Management
5 4 (22.22%) MVC
5 4 (22.22%) SOA
5 4 (22.22%) ECMAScript
5 4 (22.22%) CSS
5 4 (22.22%) Unix
5 4 (22.22%) Linux
5 4 (22.22%) OOA/OOD
5 4 (22.22%) HTML
5 4 (22.22%) JavaScript
5 4 (22.22%) J2EE
5 4 (22.22%) MySQL
5 4 (22.22%) Oracle
5 4 (22.22%) OCPJP

Data Modelling
Co-occurring 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 2 (11.11%) SAS
2 1 (5.56%) Apache Spark
2 1 (5.56%) CMS
Business Applications
1 1 (5.56%) Dynamics CRM
Cloud Services
1 5 (27.78%) Amazon AWS
2 4 (22.22%) AWS Elastic Beanstalk
3 1 (5.56%) IBM Cloud
3 1 (5.56%) Microsoft Azure
3 1 (5.56%) SoftLayer
Database & Business Intelligence
1 6 (33.33%) Data Warehouse
2 4 (22.22%) MySQL
3 2 (11.11%) Big Data
3 2 (11.11%) Hadoop
4 1 (5.56%) Apache Cassandra
4 1 (5.56%) Apache Hive
4 1 (5.56%) Azure SQL Database
4 1 (5.56%) Oracle BI EE
4 1 (5.56%) Oracle Reports
4 1 (5.56%) Power BI
4 1 (5.56%) QlikView
4 1 (5.56%) SQL Server
4 1 (5.56%) SQL Server 2012
4 1 (5.56%) SQL Server Integration Services
Development Applications
1 7 (38.89%) ERwin
2 4 (22.22%) gulp
2 4 (22.22%) Jenkins
2 4 (22.22%) Mocha
2 4 (22.22%) SonarQube
General
1 1 (5.56%) Banking
1 1 (5.56%) Finance
1 1 (5.56%) Marketing
1 1 (5.56%) Retail
Job Titles
1 9 (50.00%) Architect
1 9 (50.00%) Data Architect
2 5 (27.78%) Developer
3 3 (16.67%) Data Modeller
3 3 (16.67%) Node.js Developer
4 1 (5.56%) Applications Developer
4 1 (5.56%) Business Intelligence Consultant
4 1 (5.56%) Consultant
4 1 (5.56%) CRM Architect
4 1 (5.56%) Digital Architect
4 1 (5.56%) Dynamics CRM Architect
4 1 (5.56%) JavaScript Developer
4 1 (5.56%) QlikView Developer
4 1 (5.56%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (22.22%) CSS
1 4 (22.22%) HTML
1 4 (22.22%) J2EE
1 4 (22.22%) Node.js
1 4 (22.22%) React
1 4 (22.22%) Redux
Miscellaneous
1 6 (33.33%) User Experience
2 1 (5.56%) Analytical Skills
2 1 (5.56%) Replication
Operating Systems
1 4 (22.22%) Linux
1 4 (22.22%) Unix
Processes & Methodologies
1 8 (44.44%) Business Intelligence
1 8 (44.44%) Data Architecture
1 8 (44.44%) Logical Data Model
2 7 (38.89%) Case Management
2 7 (38.89%) CRM
3 6 (33.33%) Data Governance
3 6 (33.33%) ETL
4 5 (27.78%) Data Management
4 5 (27.78%) Enterprise Architecture
4 5 (27.78%) IT Strategy
4 5 (27.78%) Physical Data Model
4 5 (27.78%) Project Management
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Component Testing
5 4 (22.22%) Mentoring
5 4 (22.22%) MVC
5 4 (22.22%) OOA/OOD
5 4 (22.22%) Scrum
5 4 (22.22%) Service Management
5 4 (22.22%) SOA
Programming Languages
1 4 (22.22%) ECMAScript
1 4 (22.22%) ES6
1 4 (22.22%) JavaScript
1 4 (22.22%) Python
2 2 (11.11%) SQL
3 1 (5.56%) T-SQL
Qualifications
1 4 (22.22%) OCPJP
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Vendors
1 4 (22.22%) Oracle
1 4 (22.22%) Teradata
2 1 (5.56%) IBM
2 1 (5.56%) SAP
Merseyside
Rullion
Posted: 6 days ago
Liverpool, Merseyside
JM
Rate: £350 - £425 per day
Posted: 5 days ago