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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 137 165 159
Rank change year-on-year
+28 -6
Permanent jobs citing Predictive Modelling 1 1 5
As % of all permanent IT jobs located in Scotland 0.041% 0.033% 0.16%
As % of the Processes & Methodologies category 0.046% 0.036% 0.18%
Number of salaries quoted 1 0 0
Median salary £35,000 - -
UK excluding London median salary £45,750 £55,000 £42,900
% change year-on-year
-16.81% +28.20%
Predictive Modelling
UK

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
2158 2747 2826
As % of all permanent IT jobs located in Scotland 88.99% 89.60% 88.56%
Number of salaries quoted 1341 1737 1859
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 £30,000
10% offered a salary of more than £65,000 £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 25 Related IT Skills in Scotland

For the 6 months to 6 December 2016, 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 3 (75.00%) Degree
2 2 (50.00%) SAS
2 2 (50.00%) SQL
2 2 (50.00%) Python
2 2 (50.00%) Time Management
2 2 (50.00%) R
2 2 (50.00%) Machine Learning
2 2 (50.00%) Analytical Skills
3 1 (25.00%) Analytics
3 1 (25.00%) Algorithms
3 1 (25.00%) Actionable Recommendations
3 1 (25.00%) Big Data
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Data Visualisation
3 1 (25.00%) Process Improvement
3 1 (25.00%) Visualisation
3 1 (25.00%) Business Process Improvement
3 1 (25.00%) Stakeholder Engagement
3 1 (25.00%) Web Analytics
3 1 (25.00%) Statistics
3 1 (25.00%) Marketing
3 1 (25.00%) Data Modelling
3 1 (25.00%) VBA
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Credit Risk

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:

Application Platforms
1 2 (50.00%) SAS
Database & Business Intelligence
1 1 (25.00%) Big Data
General
1 1 (25.00%) Marketing
Job Titles
1 2 (50.00%) Analyst
1 2 (50.00%) Data Scientist
2 1 (25.00%) Consultant
2 1 (25.00%) Junior
2 1 (25.00%) Junior Analyst
2 1 (25.00%) Junior Consultant
2 1 (25.00%) SAS Analyst
2 1 (25.00%) Senior Analyst
2 1 (25.00%) Senior SAS Analyst
2 1 (25.00%) SQL Analyst
Miscellaneous
1 2 (50.00%) Analytical Skills
2 1 (25.00%) Algorithms
2 1 (25.00%) Credit Risk
2 1 (25.00%) Statistics
2 1 (25.00%) Visualisation
Processes & Methodologies
1 2 (50.00%) Machine Learning
1 2 (50.00%) Time Management
2 1 (25.00%) Analytics
2 1 (25.00%) Business Intelligence
2 1 (25.00%) Business Process Improvement
2 1 (25.00%) Data Modelling
2 1 (25.00%) Data Visualisation
2 1 (25.00%) Process Improvement
2 1 (25.00%) Stakeholder Engagement
2 1 (25.00%) Statistical Modelling
2 1 (25.00%) Web Analytics
Programming Languages
1 2 (50.00%) Python
1 2 (50.00%) R
1 2 (50.00%) SQL
2 1 (25.00%) VBA
Qualifications
1 3 (75.00%) Degree
Quality Assurance & Compliance
1 1 (25.00%) Actionable Recommendations