Period
to 23 October 2018

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 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
Scotland > Glasgow
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 137 134 130
Rank change year-on-year -3 -4 -52
Permanent jobs citing Mathematics 16 17 18
As % of all permanent IT jobs advertised in Glasgow 0.73% 0.76% 0.80%
As % of the Processes & Methodologies category 0.78% 0.82% 0.85%
Number of salaries quoted 7 18 8
Glasgow median annual salary £42,500 £40,000 £26,500
Median salary % change year-on-year +6.25% +50.94% -45.08%
10th Percentile £21,250 £32,500 £25,075
90th Percentile £63,950 £65,750 £37,075
Scotland median annual salary £40,000 £40,000 £41,250
% change year-on-year - -3.03% +6.45%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,052 2,075 2,123
As % of all permanent IT jobs advertised in Glasgow 94.26% 92.22% 94.31%
Number of salaries quoted 1,506 1,346 1,122
Glasgow median annual salary £47,500 £46,500 £42,500
Median salary % change year-on-year +2.15% +9.41% -
10th Percentile £31,250 £31,250 £27,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,000 £44,000
% change year-on-year +2.27% - +3.53%

Mathematics
Job Vacancy Trend in Glasgow

Job postings citing Mathematics as a percentage of all IT jobs advertised in Glasgow.

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
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Mathematics in Glasgow over the 6 months to 23 October 2018.

Salary histogram for Mathematics in Glasgow

For the 6 months to 23 October 2018, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Mathematics.

1 8 (50.00%) Finance
2 7 (43.75%) Legal
3 6 (37.50%) Degree
3 6 (37.50%) Computer Science
4 5 (31.25%) Data Analysis
4 5 (31.25%) SQL
5 4 (25.00%) Python
5 4 (25.00%) Microsoft
5 4 (25.00%) Statistics
5 4 (25.00%) Analytics
5 4 (25.00%) Data Science
6 3 (18.75%) Physics
6 3 (18.75%) Enterprise Data Warehouse
6 3 (18.75%) Relational Database
6 3 (18.75%) Analytical Skills
6 3 (18.75%) Data Structures
6 3 (18.75%) Visualisation
6 3 (18.75%) Continuous Improvement
6 3 (18.75%) QA
6 3 (18.75%) IBM
6 3 (18.75%) Data Warehouse
6 3 (18.75%) Data Mining
6 3 (18.75%) Business Intelligence
6 3 (18.75%) Oracle
6 3 (18.75%) Java
6 3 (18.75%) Agile Software Development
7 2 (12.50%) BusinessObjects
7 2 (12.50%) Law
7 2 (12.50%) MVC
7 2 (12.50%) Risk Management

Mathematics
Co-occurring 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:

Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft Office
1 1 (6.25%) Microsoft PowerPoint
1 1 (6.25%) Spreadsheet
Business Applications
1 2 (12.50%) SAP CO
1 2 (12.50%) SAP FI
1 2 (12.50%) SAP FI/CO
1 2 (12.50%) SAP HCM
1 2 (12.50%) SAP HR
Cloud Services
1 2 (12.50%) SaaS
Database & Business Intelligence
1 3 (18.75%) Data Mining
1 3 (18.75%) Data Warehouse
1 3 (18.75%) Enterprise Data Warehouse
1 3 (18.75%) Relational Database
2 2 (12.50%) BusinessObjects
2 2 (12.50%) Hadoop
2 2 (12.50%) Oracle Database
2 2 (12.50%) RDBMS
2 2 (12.50%) SAP Data Services
2 2 (12.50%) SQL Server
3 1 (6.25%) Oracle Reports
Development Applications
1 2 (12.50%) Selenium
2 1 (6.25%) Cucumber
2 1 (6.25%) Jenkins
2 1 (6.25%) JIRA
2 1 (6.25%) Oracle Forms
2 1 (6.25%) Subversion
2 1 (6.25%) WebDriver
General
1 8 (50.00%) Finance
2 7 (43.75%) Legal
3 2 (12.50%) Banking
3 2 (12.50%) Investment Banking
3 2 (12.50%) Law
3 2 (12.50%) Marketing
4 1 (6.25%) Financial Institution
4 1 (6.25%) Telecoms
Job Titles
1 5 (31.25%) Developer
2 3 (18.75%) Analyst
2 3 (18.75%) Business Analyst
3 2 (12.50%) .NET Developer
3 2 (12.50%) Automation Tester
3 2 (12.50%) Business Intelligence Developer
3 2 (12.50%) C# .NET Developer
3 2 (12.50%) C# Developer
3 2 (12.50%) Graduate
3 2 (12.50%) Graduate .NET Developer
3 2 (12.50%) Graduate C# .NET Developer
3 2 (12.50%) Graduate C# Developer
3 2 (12.50%) Graduate Developer
3 2 (12.50%) Junior
3 2 (12.50%) Junior .NET Developer
3 2 (12.50%) Junior C# Developer
3 2 (12.50%) Junior Developer
3 2 (12.50%) SAP Analyst
3 2 (12.50%) SAP Business Analyst
3 2 (12.50%) Tester
Libraries, Frameworks & Software Standards
1 2 (12.50%) .NET
1 2 (12.50%) AngularJS
1 2 (12.50%) ASP.NET
1 2 (12.50%) ASP.NET MVC
1 2 (12.50%) CSS
1 2 (12.50%) HTML
1 2 (12.50%) scikit-learn
2 1 (6.25%) Natural Language Processing
2 1 (6.25%) NumPy
2 1 (6.25%) Pandas
2 1 (6.25%) SciPy
Miscellaneous
1 6 (37.50%) Computer Science
2 3 (18.75%) Analytical Skills
2 3 (18.75%) Data Structures
3 2 (12.50%) Algorithms
4 1 (6.25%) Fintech
Operating Systems
1 1 (6.25%) Windows
1 1 (6.25%) Windows Server
1 1 (6.25%) Windows Server 2012
Processes & Methodologies
1 5 (31.25%) Data Analysis
2 4 (25.00%) Analytics
2 4 (25.00%) Data Science
2 4 (25.00%) Statistics
3 3 (18.75%) Agile Software Development
3 3 (18.75%) Business Intelligence
3 3 (18.75%) Continuous Improvement
3 3 (18.75%) Physics
3 3 (18.75%) Visualisation
4 2 (12.50%) Artificial Intelligence
4 2 (12.50%) Business Analysis
4 2 (12.50%) Computer Security
4 2 (12.50%) Data Modelling
4 2 (12.50%) ETL
4 2 (12.50%) ITIL
4 2 (12.50%) MVC
4 2 (12.50%) Neural Network
4 2 (12.50%) Risk Management
4 2 (12.50%) Test Automation
4 2 (12.50%) Wealth Management
Programming Languages
1 5 (31.25%) SQL
2 4 (25.00%) Python
3 3 (18.75%) Java
4 2 (12.50%) C#
4 2 (12.50%) JavaScript
4 2 (12.50%) R
4 2 (12.50%) Scala
4 2 (12.50%) TypeScript
Qualifications
1 6 (37.50%) Degree
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) Numerate Degree
2 1 (6.25%) PhD
Quality Assurance & Compliance
1 3 (18.75%) QA
2 1 (6.25%) PMO
System Software
1 1 (6.25%) VMware ESXi
1 1 (6.25%) VMware Infrastructure
Systems Management
1 1 (6.25%) SCCM
Vendors
1 4 (25.00%) Microsoft
2 3 (18.75%) IBM
2 3 (18.75%) Oracle
3 2 (12.50%) Cognos
3 2 (12.50%) OutlookSoft
3 2 (12.50%) Sage
3 2 (12.50%) Salesforce.com
3 2 (12.50%) SAP
3 2 (12.50%) Splunk
4 1 (6.25%) Alteryx
4 1 (6.25%) Atlassian
4 1 (6.25%) Citrix
4 1 (6.25%) Cloudera
4 1 (6.25%) HP
4 1 (6.25%) MicroStrategy
4 1 (6.25%) Tableau
4 1 (6.25%) VMware