The following table provides summary statistics for contract job vacancies advertised in Liverpool 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 29 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
Merseyside > Liverpool
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 26 33 34
Rank change year-on-year +7 +1  
Contract jobs citing Data Modelling 13 5 2
As % of all contract IT jobs advertised in Liverpool 4.71% 1.96% 0.75%
As % of the Processes & Methodologies category 5.99% 2.44% 0.98%
Number of daily rates quoted 10 4 8
Liverpool median daily rate £481 £370 £510
Median daily rate % change year-on-year +30.06% -27.45%  
10th Percentile £395 £285 £500
90th Percentile £549 £475 £520
Merseyside median daily rate £488 £370 £510
% change year-on-year +31.75% -27.45%  
Number of hourly rates quoted 0 0 0
Liverpool median hourly rate - - -
Merseyside median hourly rate - - -

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 Liverpool with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Liverpool
Contract job vacancies with a requirement for process and methodology skills 217 205 204
As % of all contract IT job vacancies advertised in Liverpool 78.62% 80.39% 76.40%
Number of daily rates quoted 572 480 525
Liverpool median daily rate £425 £400 £490
Median daily rate % change year-on-year +6.25% -18.36%  
10th Percentile £306 £281 £263
90th Percentile £575 £550 £700
Merseyside median daily rate £425 £399 £475
% change year-on-year +6.64% -16.10%  
Number of hourly rates quoted 2 5 1
Liverpool median hourly rate £13.50 £18.80 £51.67
Median hourly rate % change year-on-year -28.19% -63.61%  
10th Percentile £11.75 £8.50 £50.83
90th Percentile £15.25 £18.80 £52.50
Merseyside median hourly rate £13.50 £18.80 £51.67
% change year-on-year -28.19% -63.61%  

Data Modelling
Job Vacancy Trend in Liverpool

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Data Modelling in Liverpool

Data Modelling
Contractor Daily Rate Trend in Liverpool

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

Contractor daily rate trend for Data Modelling in Liverpool

Data Modelling
Contractor Daily Rate Histogram in Liverpool

The daily rate distribution of IT jobs citing Data Modelling in Liverpool over the 3 months to 29 June 2017.

Contractor daily rate histogram for Data Modelling in Liverpool

For the 6 months to 29 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 Liverpool region with a requirement for Data Modelling.

1 8 (53.33%) Data Architecture
2 7 (46.67%) CRM
2 7 (46.67%) Case Management
3 6 (40.00%) Logical Data Model
3 6 (40.00%) User Experience
3 6 (40.00%) Data Warehouse
3 6 (40.00%) Business Intelligence
3 6 (40.00%) Project Management
3 6 (40.00%) Data Governance
4 5 (33.33%) Data Management
4 5 (33.33%) Enterprise Architecture
4 5 (33.33%) Python
4 5 (33.33%) SOA
4 5 (33.33%) Physical Data Model
4 5 (33.33%) IT Strategy
5 4 (26.67%) Component Testing
5 4 (26.67%) React
5 4 (26.67%) SonarQube
5 4 (26.67%) AWS Elastic Beanstalk
5 4 (26.67%) gulp
5 4 (26.67%) Mentoring
5 4 (26.67%) ES6
5 4 (26.67%) Redux
5 4 (26.67%) ECMAScript
5 4 (26.67%) HTML
5 4 (26.67%) JavaScript
5 4 (26.67%) J2EE
5 4 (26.67%) MySQL
5 4 (26.67%) CSS
5 4 (26.67%) Unix

Data Modelling
Co-occurring 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 (13.33%) SAS
2 1 (6.67%) Apache Spark
2 1 (6.67%) CMS
Business Applications
1 1 (6.67%) Dynamics CRM
Cloud Services
1 4 (26.67%) Amazon AWS
1 4 (26.67%) AWS Elastic Beanstalk
Communications & Networking
1 1 (6.67%) Skype
Database & Business Intelligence
1 6 (40.00%) Data Warehouse
2 4 (26.67%) MySQL
3 1 (6.67%) Apache Hive
3 1 (6.67%) Big Data
3 1 (6.67%) Hadoop
3 1 (6.67%) Oracle BI EE
3 1 (6.67%) Oracle Reports
3 1 (6.67%) QlikView
3 1 (6.67%) Snowflake Schema
Development Applications
1 4 (26.67%) ERwin
1 4 (26.67%) gulp
1 4 (26.67%) Jenkins
1 4 (26.67%) Mocha
1 4 (26.67%) SonarQube
General
1 2 (13.33%) Retail
2 1 (6.67%) Banking
2 1 (6.67%) Finance
2 1 (6.67%) Marketing
Job Titles
1 8 (53.33%) Architect
1 8 (53.33%) Data Architect
2 5 (33.33%) Developer
3 3 (20.00%) Node.js Developer
4 2 (13.33%) Data Modeller
5 1 (6.67%) Applications Developer
5 1 (6.67%) CRM Architect
5 1 (6.67%) Digital Architect
5 1 (6.67%) Dynamics CRM Architect
5 1 (6.67%) JavaScript Developer
5 1 (6.67%) QlikView Developer
5 1 (6.67%) SAS Modeller
5 1 (6.67%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (26.67%) CSS
1 4 (26.67%) HTML
1 4 (26.67%) J2EE
1 4 (26.67%) Node.js
1 4 (26.67%) React
1 4 (26.67%) Redux
Miscellaneous
1 6 (40.00%) User Experience
2 2 (13.33%) Analytical Skills
Operating Systems
1 4 (26.67%) Linux
1 4 (26.67%) Unix
Processes & Methodologies
1 8 (53.33%) Data Architecture
2 7 (46.67%) Case Management
2 7 (46.67%) CRM
3 6 (40.00%) Business Intelligence
3 6 (40.00%) Data Governance
3 6 (40.00%) Logical Data Model
3 6 (40.00%) Project Management
4 5 (33.33%) Data Management
4 5 (33.33%) Enterprise Architecture
4 5 (33.33%) IT Strategy
4 5 (33.33%) Physical Data Model
4 5 (33.33%) SOA
5 4 (26.67%) Agile Software Development
5 4 (26.67%) Component Testing
5 4 (26.67%) Mentoring
5 4 (26.67%) MVC
5 4 (26.67%) OOA/OOD
5 4 (26.67%) Open Source
5 4 (26.67%) Scrum
5 4 (26.67%) Service Management
Programming Languages
1 5 (33.33%) Python
2 4 (26.67%) ECMAScript
2 4 (26.67%) ES6
2 4 (26.67%) JavaScript
3 2 (13.33%) SQL
4 1 (6.67%) R
Qualifications
1 4 (26.67%) OCPJP
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
Vendors
1 1 (6.67%) Oracle
1 1 (6.67%) SAP
1 1 (6.67%) Teradata
Liverpool, Merseyside
JM
Rate: £350 - £425 per day
Posted: 2 days ago