The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Mathematics (Maths)
Scotland / Glasgow
Rank 84 97 68
Rank change year-on-year +13 -29  
Permanent jobs citing Mathematics 4 11 32
As % of all permanent IT jobs advertised in Glasgow 0.43% 0.85% 2.79%
As % of the Processes & Methodologies category 0.47% 0.92% 3.05%
Number of salaries quoted 3 7 11
Median salary £22,500 £26,500 £55,000
Median salary % change year-on-year -15.09% -51.81%  
UK excluding London median salary £40,000 £40,000 £38,000
% change year-on-year - +5.26%  

Mathematics 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 Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 853 1191 1050
As % of all permanent IT job vacancies advertised in Glasgow 91.52% 91.83% 91.46%
Number of salaries quoted 493 737 697
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £33,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Mathematics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Mathematics in Glasgow

Mathematics
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Glasgow.

Salary trend for Mathematics in Glasgow

Mathematics
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 March 2017, IT jobs citing Mathematics 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 Glasgow region with a requirement for Mathematics.

1 10 (71.43%) Agile Software Development
2 8 (57.14%) Degree
2 8 (57.14%) Computer Science
3 7 (50.00%) C#
4 6 (42.86%) Microsoft
4 6 (42.86%) SDLC
5 5 (35.71%) CSS
5 5 (35.71%) HTML
5 5 (35.71%) JavaScript
5 5 (35.71%) SQL
5 5 (35.71%) .NET
5 5 (35.71%) QA
5 5 (35.71%) SaaS
6 4 (28.57%) User Acceptance Testing
6 4 (28.57%) PowerShell
6 4 (28.57%) Cloud Computing
6 4 (28.57%) Microsoft Azure
6 4 (28.57%) Amazon AWS
6 4 (28.57%) Derivative
6 4 (28.57%) Requirements Management
6 4 (28.57%) Data Analysis
6 4 (28.57%) Risk Management
6 4 (28.57%) Finance
6 4 (28.57%) Oracle
6 4 (28.57%) Java
6 4 (28.57%) OO
6 4 (28.57%) Oracle Reports
6 4 (28.57%) OOD
6 4 (28.57%) ETL
6 4 (28.57%) Change Control

Mathematics
Top Related IT Skills in Glasgow 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:

Cloud Services
1 5 (35.71%) SaaS
2 4 (28.57%) Amazon AWS
2 4 (28.57%) Cloud Computing
2 4 (28.57%) Microsoft Azure
Database & Business Intelligence
1 4 (28.57%) Big Data
1 4 (28.57%) Oracle Reports
2 1 (7.14%) SQL Server
General
1 4 (28.57%) Finance
2 1 (7.14%) Games
Job Titles
1 14 (100.00%) Developer
2 5 (35.71%) Technical Developer
3 4 (28.57%) Analyst
3 4 (28.57%) Analyst Developer
3 4 (28.57%) Java Analyst Developer
3 4 (28.57%) Java Developer
3 4 (28.57%) Oracle Analyst
3 4 (28.57%) Oracle Developer
3 4 (28.57%) Senior Developer
3 4 (28.57%) Technical Analyst
4 3 (21.43%) .NET Developer
4 3 (21.43%) C# Developer
4 3 (21.43%) Graduate
4 3 (21.43%) Graduate C# Developer
4 3 (21.43%) Graduate Developer
4 3 (21.43%) Lead Developer
5 2 (14.29%) Lead .NET Developer
5 2 (14.29%) Real Time Developer
5 2 (14.29%) Senior .NET Developer
6 1 (7.14%) Python Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) .NET
1 5 (35.71%) CSS
1 5 (35.71%) HTML
2 2 (14.29%) CryEngine
2 2 (14.29%) Unity (Game Engine)
2 2 (14.29%) Unreal Engine
3 1 (7.14%) AngularJS
3 1 (7.14%) ASP.NET
3 1 (7.14%) ASP.NET MVC
3 1 (7.14%) DirectX
3 1 (7.14%) OpenGL
Miscellaneous
1 8 (57.14%) Computer Science
2 4 (28.57%) Analytical Skills
2 4 (28.57%) Derivative
3 2 (14.29%) Algorithms
3 2 (14.29%) Animation
4 1 (7.14%) Foreign Exchange (FX)
Processes & Methodologies
1 10 (71.43%) Agile Software Development
2 6 (42.86%) SDLC
3 4 (28.57%) Change Control
3 4 (28.57%) Data Analysis
3 4 (28.57%) ETL
3 4 (28.57%) OO
3 4 (28.57%) OOD
3 4 (28.57%) Requirements Management
3 4 (28.57%) Risk Management
3 4 (28.57%) User Acceptance Testing
4 3 (21.43%) Physics
5 1 (7.14%) Business Development
5 1 (7.14%) Cryptocurrency
5 1 (7.14%) Cryptography
5 1 (7.14%) Mentoring
5 1 (7.14%) MVC
5 1 (7.14%) Visual Effects
Programming Languages
1 7 (50.00%) C#
2 5 (35.71%) JavaScript
2 5 (35.71%) SQL
3 4 (28.57%) Java
3 4 (28.57%) PowerShell
4 2 (14.29%) C++
4 2 (14.29%) Python
5 1 (7.14%) GLSL
5 1 (7.14%) HLSL
5 1 (7.14%) R
5 1 (7.14%) TypeScript
Qualifications
1 8 (57.14%) Degree
Quality Assurance & Compliance
1 5 (35.71%) QA
Vendors
1 6 (42.86%) Microsoft
2 4 (28.57%) Oracle
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