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

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 149 - -
Rank change year-on-year
- 0
Permanent jobs citing Statistical Modelling 7 0 0
As % of all permanent IT jobs located in Scotland 0.25% - -
As % of the Processes & Methodologies category 0.27% - -
Number of salaries quoted 5 0 0
Median salary £45,000 - -
UK excluding London median salary £45,000 £42,500 £37,500
% change year-on-year
+5.88% +13.33%
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
2575 2883 3134
As % of all permanent IT jobs located in Scotland 90.41% 90.35% 86.38%
Number of salaries quoted 1445 1836 2114
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £62,500 £60,000 £62,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 July 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
(Click see detailed
statistics and trends)
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 - 6 £45,000 - 4
Glasgow - 1 £50,000 -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in Scotland

For the 6 months to 24 July 2016, 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 19 (86.36%) Analytics
2 18 (81.82%) SAS
3 10 (45.45%) SQL Server
3 10 (45.45%) Microsoft
3 10 (45.45%) Python
3 10 (45.45%) MS Excel
3 10 (45.45%) Agile Software Development
3 10 (45.45%) Hadoop
3 10 (45.45%) R
3 10 (45.45%) Tableau
3 10 (45.45%) Analytical Skills
4 9 (40.91%) Apache Spark
4 9 (40.91%) MongoDB
4 9 (40.91%) Scala
4 9 (40.91%) Data Mining
4 9 (40.91%) PostgreSQL
5 8 (36.36%) SAS Enterprise Guide
5 8 (36.36%) SAS Enterprise Miner
5 8 (36.36%) Degree
5 8 (36.36%) Credit Risk
5 8 (36.36%) Big Data
5 8 (36.36%) Risk Analytics
6 7 (31.82%) D3.js
6 7 (31.82%) Games
6 7 (31.82%) Greenplum
6 7 (31.82%) Statistics
6 7 (31.82%) Informatics
6 7 (31.82%) Mathematics
6 7 (31.82%) Applied Mathematics
6 7 (31.82%) Computer Science

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 18 (81.82%) SAS
2 9 (40.91%) Apache Spark
Applications
1 10 (45.45%) MS Excel
2 7 (31.82%) Stata
Cloud Services
1 3 (13.64%) Google Analytics
2 1 (4.55%) Google Cloud Platform
Communications & Networking
1 1 (4.55%) DNS
1 1 (4.55%) Firewall
Database & Business Intelligence
1 10 (45.45%) Hadoop
1 10 (45.45%) SQL Server
2 9 (40.91%) Data Mining
2 9 (40.91%) MongoDB
2 9 (40.91%) PostgreSQL
3 8 (36.36%) Big Data
3 8 (36.36%) SAS Enterprise Guide
3 8 (36.36%) SAS Enterprise Miner
4 3 (13.64%) Data Warehouse
4 3 (13.64%) SQL Server 2012
4 3 (13.64%) SQL Server 2014
4 3 (13.64%) SQL Server Analysis Services
4 3 (13.64%) SQL Server Integration Services
4 3 (13.64%) SQL Server Reporting Services
5 1 (4.55%) Apache Hive
5 1 (4.55%) BigQuery
Development Applications
1 3 (13.64%) Team Foundation Server
1 3 (13.64%) Visual Studio
2 1 (4.55%) Git (software)
2 1 (4.55%) JIRA
General
1 7 (31.82%) Games
2 4 (18.18%) Finance
Job Titles
1 9 (40.91%) Data Scientist
2 7 (31.82%) Consultant
3 6 (27.27%) Senior Data Scientist
4 3 (13.64%) Business Intelligence Developer
4 3 (13.64%) Developer
5 1 (4.55%) Data Consultant
5 1 (4.55%) Security Consultant
5 1 (4.55%) Senior Consultant
5 1 (4.55%) Senior Security Consultant
5 1 (4.55%) Splunk Consultant
5 1 (4.55%) Statistical Modeller
Libraries, Frameworks & Software Standards
1 7 (31.82%) D3.js
Miscellaneous
1 10 (45.45%) Analytical Skills
2 8 (36.36%) Credit Risk
3 7 (31.82%) Applied Mathematics
3 7 (31.82%) Computer Science
3 7 (31.82%) Informatics
3 7 (31.82%) Mathematics
3 7 (31.82%) Statistics
3 7 (31.82%) Visualisation
4 3 (13.64%) Data Integration
4 3 (13.64%) Enterprise Software
Processes & Methodologies
1 19 (86.36%) Analytics
2 10 (45.45%) Agile Software Development
3 8 (36.36%) Risk Analytics
4 7 (31.82%) Data Governance
4 7 (31.82%) Data Visualisation
5 6 (27.27%) Business Analysis
5 6 (27.27%) Data Management
6 3 (13.64%) Business Intelligence
6 3 (13.64%) Data Analysis
6 3 (13.64%) Data Modelling
6 3 (13.64%) Master Data Management
6 3 (13.64%) Scrum
7 2 (9.09%) Machine Learning
7 2 (9.09%) SDLC
8 1 (4.55%) Anomaly Detection
8 1 (4.55%) Data Enrichment
8 1 (4.55%) Line Management
8 1 (4.55%) Mentoring
8 1 (4.55%) SIEM
8 1 (4.55%) Statistical Analysis
Programming Languages
1 10 (45.45%) Python
1 10 (45.45%) R
2 9 (40.91%) Scala
3 7 (31.82%) SQL
4 3 (13.64%) C#
4 3 (13.64%) T-SQL
5 1 (4.55%) Java
5 1 (4.55%) Perl
Qualifications
1 8 (36.36%) Degree
2 1 (4.55%) CISSP
2 1 (4.55%) SANS
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
Systems Management
1 1 (4.55%) ArcSight ESM
1 1 (4.55%) QRadar
Vendors
1 10 (45.45%) Microsoft
1 10 (45.45%) Tableau
2 7 (31.82%) Greenplum
3 3 (13.64%) Google
4 1 (4.55%) ArcSight
4 1 (4.55%) IBM
4 1 (4.55%) MapR
4 1 (4.55%) Splunk
4 1 (4.55%) Symantec
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