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 salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
UK / Scotland
Rank 128 154 159
Rank change year-on-year
+26 +5
Permanent jobs citing Statistical Modelling 2 2 1
As % of all permanent IT jobs located in Scotland 0.089% 0.069% 0.033%
As % of the Processes & Methodologies category 0.100% 0.076% 0.037%
Number of salaries quoted 2 1 0
Median salary £40,000 £75,000 -
Median salary % change year-on-year
-46.66% -
UK excluding London median salary £42,500 £51,250 £45,000
% change year-on-year
-17.07% +13.88%

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
2002 2636 2675
As % of all permanent IT jobs located in Scotland 89.53% 90.30% 88.25%
Number of salaries quoted 1255 1700 1756
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 £32,000
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%

Statistical Modelling
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Statistical Modelling as a proportion of all IT jobs with a match in 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
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the Scotland region over the 3 months to 24 January 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 1 £45,000 -40.00% 1
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 24 January 2017, IT jobs citing Statistical 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 Statistical Modelling.

1 5 (62.50%) SQL
2 4 (50.00%) Python
2 4 (50.00%) MS Excel
2 4 (50.00%) SAS
2 4 (50.00%) Microsoft
2 4 (50.00%) R
2 4 (50.00%) Analytics
3 3 (37.50%) Analytical Skills
3 3 (37.50%) Apache Spark
3 3 (37.50%) Machine Learning
3 3 (37.50%) Degree
3 3 (37.50%) Scala
3 3 (37.50%) Hadoop
3 3 (37.50%) Finance
3 3 (37.50%) PostgreSQL
3 3 (37.50%) Data Mining
3 3 (37.50%) Data Warehouse
3 3 (37.50%) MongoDB
4 2 (25.00%) SQL Server
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Data Analysis
4 2 (25.00%) Visualisation
4 2 (25.00%) Statistics
4 2 (25.00%) Financial Modelling
4 2 (25.00%) Data Visualisation
4 2 (25.00%) Tableau
5 1 (12.50%) Data Governance
5 1 (12.50%) Process Improvement
5 1 (12.50%) Data Quality
5 1 (12.50%) D3.js

Statistical 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 4 (50.00%) SAS
2 3 (37.50%) Apache Spark
Applications
1 4 (50.00%) MS Excel
2 1 (12.50%) Stata
Cloud Services
1 1 (12.50%) Google Analytics
1 1 (12.50%) Google Cloud Platform
Database & Business Intelligence
1 3 (37.50%) Data Mining
1 3 (37.50%) Data Warehouse
1 3 (37.50%) Hadoop
1 3 (37.50%) MongoDB
1 3 (37.50%) PostgreSQL
2 2 (25.00%) SQL Server
3 1 (12.50%) Big Data
3 1 (12.50%) BigQuery
3 1 (12.50%) SQL Server 2012
3 1 (12.50%) SQL Server 2014
3 1 (12.50%) SQL Server Analysis Services
3 1 (12.50%) SQL Server Integration Services
3 1 (12.50%) SQL Server Reporting Services
Development Applications
1 1 (12.50%) Team Foundation Server
1 1 (12.50%) Visual Studio
General
1 3 (37.50%) Finance
2 1 (12.50%) Games
2 1 (12.50%) Marketing
Job Titles
1 4 (50.00%) Data Scientist
2 3 (37.50%) Analyst
2 3 (37.50%) Senior Data Scientist
3 2 (25.00%) Senior Analyst
4 1 (12.50%) Analyst Programmer
4 1 (12.50%) Analytics Manager
4 1 (12.50%) Business Analyst
4 1 (12.50%) Data Analytics Manager
4 1 (12.50%) Data Business Analyst
4 1 (12.50%) Data Manager
4 1 (12.50%) Insight Manager
4 1 (12.50%) Programmer
4 1 (12.50%) SAS Analyst
4 1 (12.50%) Senior Business Analyst
4 1 (12.50%) Senior SAS Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) D3.js
Miscellaneous
1 3 (37.50%) Analytical Skills
2 2 (25.00%) Statistics
2 2 (25.00%) Visualisation
3 1 (12.50%) Algorithms
3 1 (12.50%) Applied Mathematics
3 1 (12.50%) Computer Science
3 1 (12.50%) Data Integration
3 1 (12.50%) Enterprise Software
3 1 (12.50%) Informatics
3 1 (12.50%) Mathematics
Processes & Methodologies
1 4 (50.00%) Analytics
2 3 (37.50%) Machine Learning
3 2 (25.00%) Agile Software Development
3 2 (25.00%) Data Analysis
3 2 (25.00%) Data Visualisation
3 2 (25.00%) Financial Modelling
4 1 (12.50%) Business Analysis
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Business Process Improvement
4 1 (12.50%) Data Analytics
4 1 (12.50%) Data Governance
4 1 (12.50%) Data Management
4 1 (12.50%) Data Modelling
4 1 (12.50%) Econometric Modelling
4 1 (12.50%) Master Data Management
4 1 (12.50%) Predictive Modelling
4 1 (12.50%) Process Improvement
4 1 (12.50%) Scrum
Programming Languages
1 5 (62.50%) SQL
2 4 (50.00%) Python
2 4 (50.00%) R
3 3 (37.50%) Scala
4 1 (12.50%) C#
4 1 (12.50%) T-SQL
4 1 (12.50%) VBA
Qualifications
1 3 (37.50%) Degree
Quality Assurance & Compliance
1 1 (12.50%) Actionable Recommendations
1 1 (12.50%) Data Quality
Vendors
1 4 (50.00%) Microsoft
2 2 (25.00%) Tableau
3 1 (12.50%) Google
3 1 (12.50%) Greenplum
Edinburgh
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: Yesterday