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 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
UK / Scotland
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 152 161 161
Rank change year-on-year +9 0  
Permanent jobs citing Predictive Modelling 5 1 5
As % of all permanent IT jobs advertised in Scotland 0.18% 0.035% 0.16%
As % of the Processes & Methodologies category 0.20% 0.038% 0.18%
Number of salaries quoted 2 1 5
Median salary £38,750 £32,500 £31,500
Median salary % change year-on-year +19.23% +3.17%  
90% offered a salary of more than £35,750 £32,500 £28,754
10% offered a salary of more than £41,750 £32,500 £33,468
UK excluding London median salary £41,000 £45,000 £38,750
% change year-on-year -8.88% +16.12%  

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 2480 2618 2803
As % of all permanent IT job vacancies advertised in Scotland 91.38% 91.35% 89.93%
Number of salaries quoted 1589 1478 1763
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 June 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 -3 2 £38,750 +19.23% 1
Glasgow - 2 - - 2
Predictive Modelling
UK

For the 6 months to 27 June 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 6 (100.00%) Analytics
2 5 (83.33%) SQL
2 5 (83.33%) Python
3 4 (66.67%) Mathematics
3 4 (66.67%) R
4 3 (50.00%) SAS
4 3 (50.00%) Analytical Skills
5 2 (33.33%) Data Analytics
5 2 (33.33%) Machine Learning
5 2 (33.33%) Big Data
5 2 (33.33%) Deep Learning
5 2 (33.33%) Greenfield Project
5 2 (33.33%) Agile Software Development
5 2 (33.33%) Banking
5 2 (33.33%) Operations Research
5 2 (33.33%) PhD
5 2 (33.33%) Statistics
6 1 (16.67%) Data Mining
6 1 (16.67%) Marketing
6 1 (16.67%) Degree
6 1 (16.67%) Data Visualisation
6 1 (16.67%) Applied Mathematics
6 1 (16.67%) Psychology
6 1 (16.67%) Computer Science
6 1 (16.67%) Scala
6 1 (16.67%) Hadoop
6 1 (16.67%) Visualisation
6 1 (16.67%) Regression Analysis
6 1 (16.67%) Retail
6 1 (16.67%) Information Management

Predictive Modelling
Co-occurring 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 3 (50.00%) SAS
2 1 (16.67%) Apache Spark
Applications
1 1 (16.67%) Microsoft Excel
Database & Business Intelligence
1 2 (33.33%) Big Data
2 1 (16.67%) Data Mining
2 1 (16.67%) Hadoop
General
1 2 (33.33%) Banking
2 1 (16.67%) Finance
2 1 (16.67%) Marketing
2 1 (16.67%) Retail
Job Titles
1 3 (50.00%) Data Scientist
2 1 (16.67%) Analyst
2 1 (16.67%) Analytics Consultant
2 1 (16.67%) Analytics Manager
2 1 (16.67%) Big Data Consultant
2 1 (16.67%) Consultant
2 1 (16.67%) Data Analyst
2 1 (16.67%) Data Analytics Manager
2 1 (16.67%) Data Consultant
2 1 (16.67%) Data Manager
2 1 (16.67%) Financial Analyst
2 1 (16.67%) Hadoop Consultant
Miscellaneous
1 3 (50.00%) Analytical Skills
2 2 (33.33%) Greenfield Project
3 1 (16.67%) Algorithms
3 1 (16.67%) Computer Science
Processes & Methodologies
1 6 (100.00%) Analytics
2 4 (66.67%) Mathematics
3 2 (33.33%) Agile Software Development
3 2 (33.33%) Data Analytics
3 2 (33.33%) Deep Learning
3 2 (33.33%) Machine Learning
3 2 (33.33%) Operations Research
3 2 (33.33%) Statistics
4 1 (16.67%) Actionable Insight
4 1 (16.67%) Anti-Money Laundering
4 1 (16.67%) Bayesian Methods
4 1 (16.67%) Customer Insight
4 1 (16.67%) Customer Segmentation
4 1 (16.67%) Data Strategy
4 1 (16.67%) Data Visualisation
4 1 (16.67%) Decision Tree
4 1 (16.67%) Linear Regression
4 1 (16.67%) Regression Analysis
4 1 (16.67%) Statistical Modelling
4 1 (16.67%) Visualisation
Programming Languages
1 5 (83.33%) Python
1 5 (83.33%) SQL
2 4 (66.67%) R
3 1 (16.67%) Java
3 1 (16.67%) Scala
3 1 (16.67%) VB
Qualifications
1 2 (33.33%) PhD
2 1 (16.67%) Degree
Glasgow
Cathcart Associates
Salary: Benefits
Posted: 21 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £40000 per annum + 10% BONUS
Posted: 14 days ago
Glasgow
Cathcart Associates
Posted: 21 days ago