The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the West Lothian region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / West Lothian
Rank 16 - 19
Rank change year-on-year
- 0
Permanent jobs citing Data Modelling 2 0 1
As % of all permanent IT jobs located in West Lothian 3.64% - 1.59%
As % of the Processes & Methodologies category 4.08% - 1.67%
Number of salaries quoted 1 0 1
Median salary £43,500 - £35,000
UK excluding London median salary £47,500 £47,500 £47,500

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

Processes & Methodologies Category
West Lothian
Permanent IT job ads with a match in the
Processes & Methodologies category
49 52 60
As % of all permanent IT jobs located in West Lothian 89.09% 88.14% 95.24%
Number of salaries quoted 43 25 28
Median salary £40,000 £40,000 £36,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £30,000 £33,828 £31,000
10% offered a salary of more than £50,000 £40,000 £54,250
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in West Lothian

The demand trend of job ads across the West Lothian region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in West Lothian

Data Modelling
Salary Trend in West Lothian

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the West Lothian region.

Data Modelling Salary Trend in West Lothian

Data Modelling
Job Locations in West Lothian

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the West Lothian region over the 3 months to 26 February 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Linlithgow - 1 - -
Data Modelling
Scotland

Data Modelling
Top 30 Related IT Skills in West Lothian

For the 6 months to 26 February 2017, IT 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 job ads across the West Lothian region with a requirement for Data Modelling.

1 3 (100.00%) SQL
1 3 (100.00%) Oracle
1 3 (100.00%) Oracle 11i
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Oracle EBS R12
2 2 (66.67%) Oracle Applications
2 2 (66.67%) Oracle Database
2 2 (66.67%) Oracle BI Publisher
2 2 (66.67%) Analytical Skills
2 2 (66.67%) Logical Data Model
2 2 (66.67%) Physical Data Model
2 2 (66.67%) Personalization
2 2 (66.67%) PL/SQL
2 2 (66.67%) XML
2 2 (66.67%) Oracle Forms
2 2 (66.67%) Oracle Reports
2 2 (66.67%) Oracle Database 10g
2 2 (66.67%) JDeveloper
2 2 (66.67%) Oracle EBS
3 1 (33.33%) Oracle ERP
3 1 (33.33%) BusinessObjects
3 1 (33.33%) Hyperion
3 1 (33.33%) Informatica
3 1 (33.33%) SQL Server
3 1 (33.33%) Microsoft
3 1 (33.33%) ERP
3 1 (33.33%) Oracle BI EE
3 1 (33.33%) Data Integration
3 1 (33.33%) Business Analytics
3 1 (33.33%) Analytics

Data Modelling
Top Related IT Skills in West Lothian 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:

Business Applications
1 3 (100.00%) Oracle 11i
1 3 (100.00%) Oracle EBS R12
2 2 (66.67%) Oracle Applications
2 2 (66.67%) Oracle EBS
3 1 (33.33%) Oracle ERP
Database & Business Intelligence
1 2 (66.67%) Oracle BI Publisher
1 2 (66.67%) Oracle Database
1 2 (66.67%) Oracle Database 10g
1 2 (66.67%) Oracle Reports
2 1 (33.33%) BusinessObjects
2 1 (33.33%) Oracle BI EE
2 1 (33.33%) Oracle ODI
2 1 (33.33%) SQL Server
Development Applications
1 2 (66.67%) JDeveloper
1 2 (66.67%) Oracle Forms
Job Titles
1 2 (66.67%) Applications Developer
1 2 (66.67%) Developer
2 1 (33.33%) Analyst
2 1 (33.33%) Business Intelligence Analyst
2 1 (33.33%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 2 (66.67%) XML
Miscellaneous
1 2 (66.67%) Analytical Skills
Processes & Methodologies
1 3 (100.00%) Business Intelligence
2 2 (66.67%) Logical Data Model
2 2 (66.67%) Personalization
2 2 (66.67%) Physical Data Model
3 1 (33.33%) Analytics
3 1 (33.33%) Business Analytics
3 1 (33.33%) Data Integration
3 1 (33.33%) ERP
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) PL/SQL
Vendors
1 3 (100.00%) Oracle
2 1 (33.33%) Hyperion
2 1 (33.33%) Informatica
2 1 (33.33%) Microsoft