Period
to 22 July 2017

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 6 months to 22 July 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
6 months to
22 Jul 2017
Same period 2016 Same period 2015
Rank 17 16 -
Rank change year-on-year -1 - -
Contract jobs citing Data Modelling 2 1 0
As % of all contract IT jobs advertised in Livingston 3.13% 1.67% -
As % of the Processes & Methodologies category 3.39% 1.79% -
Number of daily rates quoted 1 1 0
Livingston median daily rate £330 £375 -
Median daily rate % change year-on-year -12.00% - -
West Lothian median daily rate £330 £375 -
% change year-on-year -12.00% - -
Number of hourly rates quoted 0 0 0
Livingston median hourly rate - - -
West Lothian 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 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 59 56 132
As % of all contract IT job vacancies advertised in Livingston 92.19% 93.33% 88.59%
Number of daily rates quoted 39 48 54
Livingston median daily rate £375 £383 £325
Median daily rate % change year-on-year -1.96% +17.69% -13.33%
10th Percentile £258 £291 £259
90th Percentile £429 £438 £395
West Lothian median daily rate £363 £375 £323
% change year-on-year -3.33% +16.28% -14.00%
Number of hourly rates quoted 1 2 2
Livingston median hourly rate £35.00 £20.75 £13.14
Median hourly rate % change year-on-year +68.67% +57.91% -68.71%
West Lothian median hourly rate £35.00 £20.75 £13.14
% change year-on-year +68.67% +57.91% -68.71%

Data Modelling
Job Vacancy Trend in Livingston

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

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 22 July 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 2 (100.00%) Java
1 2 (100.00%) PL/SQL
1 2 (100.00%) SQL
1 2 (100.00%) Oracle
1 2 (100.00%) Unix
1 2 (100.00%) CRM
1 2 (100.00%) SOA
1 2 (100.00%) RDBMS
1 2 (100.00%) Middleware
1 2 (100.00%) Telecoms
1 2 (100.00%) Replication
1 2 (100.00%) Agile Software Development
1 2 (100.00%) Billing
1 2 (100.00%) Oracle SOA Suite
1 2 (100.00%) Oracle Database
1 2 (100.00%) Performance Tuning
1 2 (100.00%) Relational Database
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Oracle GoldenGate
1 2 (100.00%) SDLC
1 2 (100.00%) Oracle APEX
1 2 (100.00%) Reference Data
2 1 (50.00%) Change Control
2 1 (50.00%) Data Strategy
2 1 (50.00%) Data Analysis
2 1 (50.00%) Marketing
2 1 (50.00%) Finance

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 2 (100.00%) Oracle SOA Suite
Database & Business Intelligence
1 2 (100.00%) Oracle Database
1 2 (100.00%) RDBMS
1 2 (100.00%) Relational Database
Development Applications
1 2 (100.00%) Oracle APEX
General
1 2 (100.00%) Billing
1 2 (100.00%) Telecoms
2 1 (50.00%) Finance
2 1 (50.00%) Marketing
Job Titles
1 1 (50.00%) Database Designer
1 1 (50.00%) Designer
1 1 (50.00%) Developer
1 1 (50.00%) PL/SQL Developer
1 1 (50.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Middleware
1 2 (100.00%) Oracle GoldenGate
Miscellaneous
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Reference Data
1 2 (100.00%) Replication
Operating Systems
1 2 (100.00%) Unix
Processes & Methodologies
1 2 (100.00%) Agile Software Development
1 2 (100.00%) CRM
1 2 (100.00%) Performance Tuning
1 2 (100.00%) SDLC
1 2 (100.00%) SOA
2 1 (50.00%) Change Control
2 1 (50.00%) Data Analysis
2 1 (50.00%) Data Strategy
Programming Languages
1 2 (100.00%) Java
1 2 (100.00%) PL/SQL
1 2 (100.00%) SQL
Vendors
1 2 (100.00%) Oracle