Period
to 23 July 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 July 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
Scotland > Glasgow
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 124 125 130
Rank change year-on-year +1 +5 -35
Permanent jobs citing Mathematics 37 18 35
As % of all permanent IT jobs advertised in Glasgow 1.53% 0.81% 1.36%
As % of the Processes & Methodologies category 1.62% 0.87% 1.45%
Number of salaries quoted 20 19 28
Glasgow median annual salary £40,250 £40,000 £26,500
Median salary % change year-on-year +0.63% +50.94% -48.54%
10th Percentile £21,250 £28,850 £25,075
90th Percentile £75,250 £49,000 £39,000
Scotland median annual salary £40,000 £40,000 £35,000
% change year-on-year - +14.29% -11.39%

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 2,285 2,058 2,415
As % of all permanent IT jobs advertised in Glasgow 94.50% 92.83% 93.50%
Number of salaries quoted 1,670 1,260 1,330
Glasgow median annual salary £47,500 £45,000 £42,750
Median salary % change year-on-year +5.56% +5.26% -1.72%
10th Percentile £31,000 £29,750 £27,725
90th Percentile £69,025 £70,000 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

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 July 2018.

Salary histogram for Mathematics in Glasgow

For the 6 months to 23 July 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 23 (62.16%) Finance
2 17 (45.95%) Legal
3 13 (35.14%) SQL
4 12 (32.43%) Python
5 11 (29.73%) Data Science
6 10 (27.03%) Computer Science
7 8 (21.62%) Physics
7 8 (21.62%) Statistics
7 8 (21.62%) Data Analysis
7 8 (21.62%) Neural Network
7 8 (21.62%) Support Vector Machines
7 8 (21.62%) Algorithms
7 8 (21.62%) scikit-learn
7 8 (21.62%) Machine Learning
8 7 (18.92%) Problem-Solving
8 7 (18.92%) Degree
8 7 (18.92%) Windows
8 7 (18.92%) Microsoft
8 7 (18.92%) Java
9 6 (16.22%) Validation
9 6 (16.22%) Citrix
9 6 (16.22%) Avaya
9 6 (16.22%) Use Case
9 6 (16.22%) XenApp
9 6 (16.22%) Computer Science Degree
9 6 (16.22%) Analytics
9 6 (16.22%) Anomaly Detection
10 5 (13.51%) Windows Server
10 5 (13.51%) NAS
10 5 (13.51%) Oracle

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:

Application Platforms
1 1 (2.70%) Smallworld
Applications
1 5 (13.51%) Microsoft Office
2 1 (2.70%) Microsoft Excel
Business Applications
1 2 (5.41%) SAP CO
1 2 (5.41%) SAP FI
1 2 (5.41%) SAP FI/CO
1 2 (5.41%) SAP HCM
1 2 (5.41%) SAP HR
Cloud Services
1 3 (8.11%) SaaS
2 1 (2.70%) Amazon AWS
2 1 (2.70%) Heroku
2 1 (2.70%) Office 365
Communications & Networking
1 5 (13.51%) NAS
2 1 (2.70%) Ethernet
Database & Business Intelligence
1 5 (13.51%) Data Mining
2 4 (10.81%) Relational Database
3 3 (8.11%) Hadoop
4 2 (5.41%) Big Data
4 2 (5.41%) BusinessObjects
4 2 (5.41%) Data Warehouse
4 2 (5.41%) Enterprise Data Warehouse
4 2 (5.41%) Oracle Database
4 2 (5.41%) RDBMS
4 2 (5.41%) SAP Data Services
Development Applications
1 2 (5.41%) Cucumber
1 2 (5.41%) Jenkins
1 2 (5.41%) JIRA
1 2 (5.41%) Selenium
1 2 (5.41%) Subversion
1 2 (5.41%) WebDriver
2 1 (2.70%) Oracle Forms
General
1 23 (62.16%) Finance
2 17 (45.95%) Legal
3 4 (10.81%) Banking
4 3 (8.11%) Investment Banking
5 2 (5.41%) Law
5 2 (5.41%) Marketing
6 1 (2.70%) Aerospace
6 1 (2.70%) Financial Institution
Job Titles
1 8 (21.62%) Data Scientist
2 6 (16.22%) Analyst
3 5 (13.51%) IT Support
4 4 (10.81%) Developer
5 3 (8.11%) Implementation Engineer
5 3 (8.11%) IT Analyst
5 3 (8.11%) Support Engineer
6 2 (5.41%) Analytics Developer
6 2 (5.41%) Automation Tester
6 2 (5.41%) Business Analyst
6 2 (5.41%) Business Intelligence Developer
6 2 (5.41%) IT Manager
6 2 (5.41%) IT Support Analyst
6 2 (5.41%) IT Support Manager
6 2 (5.41%) Network Planner
6 2 (5.41%) SAP Analyst
6 2 (5.41%) SAP Business Analyst
6 2 (5.41%) Support Analyst
6 2 (5.41%) Support Manager
6 2 (5.41%) Tester
Libraries, Frameworks & Software Standards
1 8 (21.62%) scikit-learn
2 3 (8.11%) NumPy
2 3 (8.11%) Pandas
3 2 (5.41%) CSS
3 2 (5.41%) HTML
3 2 (5.41%) Natural Language Processing
3 2 (5.41%) SciPy
4 1 (2.70%) CSS3
4 1 (2.70%) HTML5
4 1 (2.70%) RESTful
4 1 (2.70%) Web Services
4 1 (2.70%) XML
Miscellaneous
1 10 (27.03%) Computer Science
2 8 (21.62%) Algorithms
3 4 (10.81%) Data Structures
4 3 (8.11%) Analytical Skills
5 2 (5.41%) Public Cloud
6 1 (2.70%) Cyberthreat
6 1 (2.70%) Driving Licence
6 1 (2.70%) e-Learning
6 1 (2.70%) Fintech
6 1 (2.70%) Learning Management System
6 1 (2.70%) Self-Motivation
6 1 (2.70%) Video Conferencing
Operating Systems
1 7 (18.92%) Windows
2 5 (13.51%) Windows Server
3 4 (10.81%) Linux
4 3 (8.11%) Unix
5 1 (2.70%) Windows 10
5 1 (2.70%) Windows 8
Processes & Methodologies
1 11 (29.73%) Data Science
2 8 (21.62%) Data Analysis
2 8 (21.62%) Machine Learning
2 8 (21.62%) Neural Network
2 8 (21.62%) Physics
2 8 (21.62%) Statistics
2 8 (21.62%) Support Vector Machines
3 7 (18.92%) Problem-Solving
4 6 (16.22%) Analytics
4 6 (16.22%) Anomaly Detection
4 6 (16.22%) Use Case
4 6 (16.22%) Validation
5 4 (10.81%) Artificial Intelligence
6 3 (8.11%) Computer Security
6 3 (8.11%) Cybersecurity
6 3 (8.11%) Data Analytics
6 3 (8.11%) Risk Management
6 3 (8.11%) Visualisation
6 3 (8.11%) Wealth Management
7 2 (5.41%) Predictive Modelling
Programming Languages
1 13 (35.14%) SQL
2 12 (32.43%) Python
3 7 (18.92%) Java
4 3 (8.11%) Perl
4 3 (8.11%) PL/SQL
5 2 (5.41%) JavaScript
5 2 (5.41%) Scala
6 1 (2.70%) C#
6 1 (2.70%) C++
6 1 (2.70%) MATLAB
6 1 (2.70%) PHP
6 1 (2.70%) PowerShell
6 1 (2.70%) R
6 1 (2.70%) Ruby
Qualifications
1 7 (18.92%) Degree
2 6 (16.22%) Computer Science Degree
3 2 (5.41%) PhD
4 1 (2.70%) HNC
4 1 (2.70%) HND
Quality Assurance & Compliance
1 1 (2.70%) Data Quality
System Software
1 6 (16.22%) XenApp
Systems Management
1 1 (2.70%) Opscode Chef
1 1 (2.70%) Puppet
Vendors
1 7 (18.92%) Microsoft
2 6 (16.22%) Avaya
2 6 (16.22%) Citrix
3 5 (13.51%) Oracle
4 3 (8.11%) SAP
4 3 (8.11%) Splunk
5 2 (5.41%) Atlassian
5 2 (5.41%) Cloudera
5 2 (5.41%) Cognos
5 2 (5.41%) IBM
5 2 (5.41%) OutlookSoft
5 2 (5.41%) Sage
5 2 (5.41%) Salesforce.com
6 1 (2.70%) Adobe
6 1 (2.70%) Cisco
6 1 (2.70%) Dell
6 1 (2.70%) HP
6 1 (2.70%) Ivanti