The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 97 75 86
Rank change year-on-year
-22 +11
Permanent jobs citing Mathematics 1 35 33
As % of all permanent IT jobs located in Glasgow 0.087% 2.76% 2.33%
As % of the Miscellaneous category 0.20% 7.13% 6.25%
Number of salaries quoted 0 24 33
Median salary - £51,500 £47,500
Median salary % change year-on-year
- +8.42%
UK excluding London median salary £35,000 £37,500 £37,500
% change year-on-year
-6.66% -
Mathematics
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Glasgow region.

Miscellaneous Category
Glasgow
Permanent IT job ads with a match in the
Miscellaneous category
488 491 528
As % of all permanent IT jobs located in Glasgow 42.21% 38.72% 37.21%
Number of salaries quoted 195 306 348
Median salary £40,000 £43,500 £42,000
Median salary % change year-on-year
-8.04% +3.57%
90% offered a salary of more than £27,825 £30,000 £30,000
10% offered a salary of more than £60,000 £62,500 £63,200
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Mathematics
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Mathematics as a proportion of all IT jobs with a match in the Miscellaneous category.

Mathematics Jobs Demand Trend in Glasgow

Mathematics
Salary Trend in Glasgow

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

Mathematics Salary Trend in Glasgow

Mathematics
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 August 2016, 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 19 (90.48%) Degree
1 19 (90.48%) Computer Science
2 17 (80.95%) Software Engineering
3 16 (76.19%) Finance
4 10 (47.62%) Java
5 9 (42.86%) C++
5 9 (42.86%) Python
6 8 (38.10%) Informatica
6 8 (38.10%) ETL
6 8 (38.10%) Apache
6 8 (38.10%) Economics
6 8 (38.10%) Physics
6 8 (38.10%) Psychology
6 8 (38.10%) Hadoop
6 8 (38.10%) Big Data
7 7 (33.33%) Business Analysis
7 7 (33.33%) Local Government
7 7 (33.33%) Operations Research
7 7 (33.33%) Project Management
7 7 (33.33%) Retail
8 5 (23.81%) Oracle
8 5 (23.81%) OOP
9 4 (19.05%) Analytics
9 4 (19.05%) Apache Spark
10 3 (14.29%) Apache Hive
10 3 (14.29%) Continuous Integration
10 3 (14.29%) System Testing
10 3 (14.29%) Statistics
10 3 (14.29%) OpenMP
10 3 (14.29%) OO

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:

Application Platforms
1 8 (38.10%) Apache
2 4 (19.05%) Apache Spark
3 1 (4.76%) SAS
Applications
1 1 (4.76%) MS Excel
Database & Business Intelligence
1 8 (38.10%) Big Data
1 8 (38.10%) Hadoop
2 3 (14.29%) Apache Hive
3 2 (9.52%) Oracle Database
3 2 (9.52%) Oracle Database 11g
4 1 (4.76%) Base SAS
4 1 (4.76%) Impala
General
1 16 (76.19%) Finance
2 7 (33.33%) Local Government
2 7 (33.33%) Retail
3 2 (9.52%) Marketing
4 1 (4.76%) Manufacturing
Job Titles
1 9 (42.86%) Graduate
1 9 (42.86%) Junior
2 8 (38.10%) Analyst
2 8 (38.10%) Big Data Developer
2 8 (38.10%) Developer
3 7 (33.33%) Graduate Analyst
3 7 (33.33%) Graduate Test Analyst
3 7 (33.33%) Junior Analyst
3 7 (33.33%) Junior Test Analyst
3 7 (33.33%) Test Analyst
4 3 (14.29%) Hadoop Developer
4 3 (14.29%) Python Developer
5 2 (9.52%) Graduate Software Engineer
5 2 (9.52%) Junior Software Engineer
5 2 (9.52%) Software Engineer
6 1 (4.76%) Data Analyst
6 1 (4.76%) Field Engineer
6 1 (4.76%) Field Service Engineer
6 1 (4.76%) Scientific Software Engineer
Libraries, Frameworks & Software Standards
1 3 (14.29%) OpenMP
2 2 (9.52%) JSON
2 2 (9.52%) XML
3 1 (4.76%) .NET
3 1 (4.76%) Drools
Miscellaneous
1 19 (90.48%) Computer Science
2 8 (38.10%) Economics
2 8 (38.10%) Physics
2 8 (38.10%) Psychology
3 3 (14.29%) Statistics
4 1 (4.76%) Driving Licence
Processes & Methodologies
1 17 (80.95%) Software Engineering
2 8 (38.10%) ETL
3 7 (33.33%) Business Analysis
3 7 (33.33%) Operations Research
3 7 (33.33%) Project Management
4 5 (23.81%) OOP
5 4 (19.05%) Analytics
6 3 (14.29%) Agile Software Development
6 3 (14.29%) Continuous Integration
6 3 (14.29%) OO
6 3 (14.29%) Scrum
6 3 (14.29%) System Testing
6 3 (14.29%) TDD
7 2 (9.52%) Data Privacy
7 2 (9.52%) Performance Tuning
7 2 (9.52%) Stakeholder and Relationship Management
7 2 (9.52%) Stakeholder Management
7 2 (9.52%) TOGAF
7 2 (9.52%) Zachman Framework
8 1 (4.76%) Data Analytics
Programming Languages
1 10 (47.62%) Java
2 9 (42.86%) C++
2 9 (42.86%) Python
3 3 (14.29%) SQL
4 1 (4.76%) C
4 1 (4.76%) C#
4 1 (4.76%) R
Qualifications
1 19 (90.48%) Degree
2 1 (4.76%) Postgraduate
Vendors
1 8 (38.10%) Informatica
2 5 (23.81%) Oracle
3 1 (4.76%) Cloudera
3 1 (4.76%) Microsoft