The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Statistical Modeling
Rank 146 159 168
Rank change year-on-year
+13 +9
Permanent jobs citing Statistical Modelling 7 1 3
As % of all permanent IT jobs located in Scotland 0.24% 0.032% 0.091%
As % of the Processes & Methodologies category 0.26% 0.037% 0.11%
Number of salaries quoted 7 0 2
Average salary £75,000 - £43,000
UK excluding London average salary £58,750 £45,000 £45,000
% change year-on-year
+30.55% -
Statistical 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
2663 2673 2785
As % of all permanent IT jobs located in Scotland 89.51% 86.87% 84.19%
Number of salaries quoted 1699 1694 1827
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £65,000 £64,000 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Statistical Modelling
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Statistical Modelling across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in Scotland

Statistical Modelling
Salary Trend in Scotland

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

Statistical Modelling Salary Trend in Scotland

Statistical Modelling
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the Scotland region over the 3 months to 14 February 2016.

Statistical Modelling Salary Histogram in Scotland

Statistical Modelling
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Statistical Modelling within the Scotland region over the 3 months to 14 February 2016. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +11 7 £75,000 - 6
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 14 February 2016, IT jobs across the Scotland region citing Statistical Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistical Modelling.

1 8 (88.89%) SAS
1 8 (88.89%) Analytics
2 6 (66.67%) Risk Analytics
2 6 (66.67%) Credit Risk
2 6 (66.67%) SAS Enterprise Guide
2 6 (66.67%) SAS Enterprise Miner
3 3 (33.33%) Analytical Skills
4 2 (22.22%) Python
4 2 (22.22%) MS Excel
4 2 (22.22%) Degree
4 2 (22.22%) Data Management
4 2 (22.22%) Data Analysis
4 2 (22.22%) R
4 2 (22.22%) SQL Server
4 2 (22.22%) Mathematics
5 1 (11.11%) Applied Mathematics
5 1 (11.11%) Computer Science
5 1 (11.11%) Life Science
5 1 (11.11%) MS Office
5 1 (11.11%) Greenplum
5 1 (11.11%) Remote Sensing
5 1 (11.11%) Image Processing
5 1 (11.11%) Scala
5 1 (11.11%) Hadoop
5 1 (11.11%) Visualisation
5 1 (11.11%) MongoDB
5 1 (11.11%) Data Visualisation
5 1 (11.11%) Tableau
5 1 (11.11%) Data Governance
5 1 (11.11%) D3.js

Statistical Modelling
Top Related IT Skills in Scotland by Category

For the 6 months to 14 February 2016, IT jobs across the Scotland region citing Statistical Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistical Modelling. Up to 20 skills are shown per category.

Application Platforms
1 8 (88.89%) SAS
2 1 (11.11%) Apache Spark
2 1 (11.11%) ArcGIS
Applications
1 2 (22.22%) MS Excel
2 1 (11.11%) MS Office
2 1 (11.11%) MS PowerPoint
2 1 (11.11%) Stata
Database & Business Intelligence
1 6 (66.67%) SAS Enterprise Guide
1 6 (66.67%) SAS Enterprise Miner
2 2 (22.22%) SQL Server
3 1 (11.11%) Big Data
3 1 (11.11%) Data Mining
3 1 (11.11%) GIS
3 1 (11.11%) Hadoop
3 1 (11.11%) MongoDB
3 1 (11.11%) PostgreSQL
General
1 1 (11.11%) Finance
1 1 (11.11%) Games
1 1 (11.11%) Manufacturing
1 1 (11.11%) Marketing
Job Titles
1 3 (33.33%) Consultant
2 1 (11.11%) Analyst
2 1 (11.11%) Data Analyst
2 1 (11.11%) Data Scientist
2 1 (11.11%) Finance Modeller
2 1 (11.11%) GIS Analyst
2 1 (11.11%) GIS Data Analyst
2 1 (11.11%) SAS Modeller
Libraries, Frameworks & Software Standards
1 1 (11.11%) ArcObjects
1 1 (11.11%) D3.js
Miscellaneous
1 6 (66.67%) Credit Risk
2 3 (33.33%) Analytical Skills
3 2 (22.22%) Mathematics
4 1 (11.11%) Algorithms
4 1 (11.11%) Applied Mathematics
4 1 (11.11%) Computer Science
4 1 (11.11%) Informatics
4 1 (11.11%) Life Science
4 1 (11.11%) Neural Network
4 1 (11.11%) Remote Sensing
4 1 (11.11%) Statistics
4 1 (11.11%) Visualisation
Processes & Methodologies
1 8 (88.89%) Analytics
2 6 (66.67%) Risk Analytics
3 2 (22.22%) Data Analysis
3 2 (22.22%) Data Management
4 1 (11.11%) Agile Software Development
4 1 (11.11%) Business Analysis
4 1 (11.11%) CHAID
4 1 (11.11%) Data Governance
4 1 (11.11%) Data Visualisation
4 1 (11.11%) Image Processing
4 1 (11.11%) Linear Regression
4 1 (11.11%) Logistic Regression
4 1 (11.11%) Translating Business Requirements
Programming Languages
1 2 (22.22%) Python
1 2 (22.22%) R
2 1 (11.11%) JavaScript
2 1 (11.11%) Perl
2 1 (11.11%) Scala
2 1 (11.11%) SQL
2 1 (11.11%) VBA
Qualifications
1 2 (22.22%) Degree
2 1 (11.11%) PhD
Vendors
1 1 (11.11%) Greenplum
1 1 (11.11%) Mapinfo
1 1 (11.11%) Microsoft
1 1 (11.11%) Tableau
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