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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
UK / Scotland
Rank 140 157 162
Rank change year-on-year
+17 +5
Permanent jobs citing Predictive Modelling 1 2 1
As % of all permanent IT jobs located in Scotland 0.044% 0.067% 0.031%
As % of the Processes & Methodologies category 0.049% 0.074% 0.035%
Number of salaries quoted 1 1 1
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year
-5.26% +11.76%
UK excluding London median salary £45,000 £50,000 £45,000
% change year-on-year
-10.00% +11.11%

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
2047 2694 2819
As % of all permanent IT jobs located in Scotland 90.18% 90.71% 88.65%
Number of salaries quoted 1332 1709 1770
Median salary £45,000 £45,000 £43,000
Median salary % change year-on-year
- +4.65%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £60,000 £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
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 23 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
Edinburgh -1 1 £45,000 -5.26% 2
Predictive Modelling
UK

Predictive Modelling
Top 20 Related IT Skills in Scotland

For the 6 months to 23 February 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
Hays Specialist Recruitment Ltd
Salary: £50000.00 - £60000.00 per annum
Posted: 7 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 20 days ago