The following table provides summary statistics for contract job vacancies advertised in Livingston 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 26 April 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
West Lothian / Livingston
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 9 11 -
Rank change year-on-year +2 -  
Contract jobs citing Data Modelling 1 1 0
As % of all contract IT jobs advertised in Livingston 4.55% 2.44% -
As % of the Processes & Methodologies category 5.88% 2.70% -
Number of daily rates quoted 1 1 0
Median daily rate £330 £375 -
Median daily rate % change year-on-year -12.00% -  
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.00 £49.82 £31.25
% change year-on-year -57.84% +59.42%  

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 Livingston with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Livingston
Contract job vacancies with a requirement for process and methodology skills 17 37 56
As % of all contract IT job vacancies advertised in Livingston 77.27% 90.24% 83.58%
Number of daily rates quoted 9 33 25
Median daily rate £325 £395 £325
Median daily rate % change year-on-year -17.72% +21.53%  
90% offered a daily rate of more than £283 £243 £250
10% offered a daily rate of more than £350 £425 £388
UK excluding London median daily rate £415 £400 £390
% change year-on-year +3.75% +2.56%  
Number of hourly rates quoted 1 2 2
Median hourly rate £35.00 £22.00 £13.14
Median hourly rate % change year-on-year +59.09% +67.42%  
UK excluding London median hourly rate £37.00 £36.00 £30.75
% change year-on-year +2.77% +17.07%  

Data Modelling
Job Vacancy Trend in Livingston

The job posting trend of jobs advertised in Livingston 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 Livingston

Data Modelling
Contractor Daily Rate Trend in Livingston

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

Contractor daily rate trend for Data Modelling in Livingston

For the 6 months to 26 April 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 Livingston region with a requirement for Data Modelling.

1 5 (100.00%) PL/SQL
1 5 (100.00%) SQL
1 5 (100.00%) Oracle
1 5 (100.00%) Agile Software Development
2 4 (80.00%) Billing
2 4 (80.00%) Oracle SOA Suite
2 4 (80.00%) Oracle Database
2 4 (80.00%) Performance Tuning
2 4 (80.00%) Relational Database
2 4 (80.00%) Analytical Skills
2 4 (80.00%) Unix
2 4 (80.00%) CRM
2 4 (80.00%) SOA
2 4 (80.00%) RDBMS
2 4 (80.00%) Middleware
2 4 (80.00%) Java
2 4 (80.00%) Telecoms
2 4 (80.00%) SDLC
3 3 (60.00%) Data Strategy
3 3 (60.00%) Replication
3 3 (60.00%) Oracle GoldenGate
3 3 (60.00%) Change Control
3 3 (60.00%) Oracle APEX
3 3 (60.00%) Reference Data
4 2 (40.00%) Data Analysis
4 2 (40.00%) Scrum
5 1 (20.00%) User Stories
5 1 (20.00%) Marketing
5 1 (20.00%) Degree
5 1 (20.00%) JIRA

Data Modelling
Co-occurring IT Skills in Livingston 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 4 (80.00%) Oracle SOA Suite
2 1 (20.00%) Confluence
Database & Business Intelligence
1 4 (80.00%) Oracle Database
1 4 (80.00%) RDBMS
1 4 (80.00%) Relational Database
Development Applications
1 3 (60.00%) Oracle APEX
2 1 (20.00%) JIRA
General
1 4 (80.00%) Billing
1 4 (80.00%) Telecoms
2 1 (20.00%) Finance
2 1 (20.00%) Marketing
Job Titles
1 3 (60.00%) Database Designer
1 3 (60.00%) Designer
2 1 (20.00%) Analyst
2 1 (20.00%) Data Analyst
2 1 (20.00%) Developer
2 1 (20.00%) PL/SQL Developer
2 1 (20.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (80.00%) Middleware
2 3 (60.00%) Oracle GoldenGate
Miscellaneous
1 4 (80.00%) Analytical Skills
2 3 (60.00%) Reference Data
2 3 (60.00%) Replication
Operating Systems
1 4 (80.00%) Unix
Processes & Methodologies
1 5 (100.00%) Agile Software Development
2 4 (80.00%) CRM
2 4 (80.00%) Performance Tuning
2 4 (80.00%) SDLC
2 4 (80.00%) SOA
3 3 (60.00%) Change Control
3 3 (60.00%) Data Strategy
4 2 (40.00%) Data Analysis
4 2 (40.00%) Scrum
5 1 (20.00%) User Stories
Programming Languages
1 5 (100.00%) PL/SQL
1 5 (100.00%) SQL
2 4 (80.00%) Java
Qualifications
1 1 (20.00%) Degree
Vendors
1 5 (100.00%) Oracle