The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
UK / Scotland
Rank 129 156 159
Rank change year-on-year
+27 +3
Permanent jobs citing Predictive Modelling 1 1 1
As % of all permanent IT jobs located in Scotland 0.044% 0.034% 0.034%
As % of the Processes & Methodologies category 0.050% 0.038% 0.038%
Number of salaries quoted 1 0 1
Median salary £35,000 - £42,500
UK excluding London median salary £45,000 £47,500 £49,500
% change year-on-year
-5.26% -4.04%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2014 2648 2603
As % of all permanent IT jobs located in Scotland 89.35% 90.44% 88.60%
Number of salaries quoted 1270 1712 1720
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £32,300
10% offered a salary of more than £60,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in Scotland

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

Predictive Modelling Jobs Demand Trend 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 across the Scotland region.

Predictive Modelling Salary Trend in Scotland

Predictive Modelling
Top 21 Related IT Skills in Scotland

For the 6 months to 18 January 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%) R
1 2 (100.00%) Machine Learning
2 1 (50.00%) Analytics
2 1 (50.00%) Algorithms
2 1 (50.00%) Actionable Recommendations
2 1 (50.00%) Big Data
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Process Improvement
2 1 (50.00%) Data Modelling
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Web Analytics
2 1 (50.00%) Statistics
2 1 (50.00%) Marketing
2 1 (50.00%) Degree
2 1 (50.00%) Credit Risk
2 1 (50.00%) Visualisation
2 1 (50.00%) Business Process Improvement
2 1 (50.00%) Stakeholder Engagement
2 1 (50.00%) VBA

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%) Marketing
Job Titles
1 2 (100.00%) Data Scientist
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Credit Risk
1 1 (50.00%) Statistics
1 1 (50.00%) Visualisation
Processes & Methodologies
1 2 (100.00%) Machine Learning
2 1 (50.00%) Analytics
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Business Process Improvement
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Process Improvement
2 1 (50.00%) Stakeholder Engagement
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Web Analytics
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) R
2 1 (50.00%) VBA
Qualifications
1 1 (50.00%) Degree
Quality Assurance & Compliance
1 1 (50.00%) Actionable Recommendations