The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Predictive Modelling
UK / Scotland
Rank 140 163 -
Rank change year-on-year +23 -  
Permanent jobs citing Predictive Modelling 1 2 0
As % of all permanent IT jobs advertised in Scotland 0.043% 0.068% -
As % of the Processes & Methodologies category 0.048% 0.075% -
Number of salaries quoted 1 1 0
Median salary £45,000 £47,500 -
Median salary % change year-on-year -5.26% -  
UK excluding London median salary £45,000 £60,000 £40,000
% change year-on-year -25.00% +50.00%  

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

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2101 2659 2772
As % of all permanent IT job vacancies advertised in Scotland 91.39% 90.53% 89.07%
Number of salaries quoted 1317 1716 1690
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Modelling
Job Vacancy Trend in Scotland

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

Job vacancy trend for Predictive Modelling in Scotland

Predictive Modelling
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling in Scotland.

Salary trend for Predictive Modelling in Scotland

Predictive Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the Scotland region over the 3 months to 27 March 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
Edinburgh +5 1 £45,000 -5.26% 2
Predictive Modelling
UK

Predictive Modelling
Top 20 Related IT Skills in Scotland

For the 6 months to 27 March 2017, IT jobs citing Predictive 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 Scotland region with a requirement for Predictive Modelling.

1 2 (100.00%) Python
1 2 (100.00%) Machine Learning
2 1 (50.00%) Big Data
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) VBA
2 1 (50.00%) Analytics
2 1 (50.00%) Algorithms
2 1 (50.00%) Actionable Recommendations
2 1 (50.00%) Banking
2 1 (50.00%) Retail
2 1 (50.00%) Statistics
2 1 (50.00%) Operations Research
2 1 (50.00%) Degree
2 1 (50.00%) Mathematics
2 1 (50.00%) Computer Science
2 1 (50.00%) Visualisation
2 1 (50.00%) Business Process Improvement
2 1 (50.00%) R
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Process Improvement

Predictive Modelling
Top Related IT Skills in Scotland 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:

Database & Business Intelligence
1 1 (50.00%) Big Data
General
1 1 (50.00%) Banking
1 1 (50.00%) Retail
Job Titles
1 2 (100.00%) Data Scientist
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Computer Science
Processes & Methodologies
1 2 (100.00%) Machine Learning
2 1 (50.00%) Analytics
2 1 (50.00%) Business Process Improvement
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Mathematics
2 1 (50.00%) Operations Research
2 1 (50.00%) Process Improvement
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Statistics
2 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
2 1 (50.00%) R
2 1 (50.00%) VBA
Qualifications
1 1 (50.00%) Degree
Quality Assurance & Compliance
1 1 (50.00%) Actionable Recommendations
Edinburgh
Churchill Frank
Salary: £65000 - £70000 per annum + Benefits
Posted: 8 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 8 days ago