The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Physics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physics over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Physics
Scotland / Glasgow
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 95 105 99
Rank change year-on-year +10 -6  
Permanent jobs citing Physics 4 5 9
As % of all permanent IT jobs advertised in Glasgow 0.34% 0.39% 0.71%
As % of the Processes & Methodologies category 0.37% 0.41% 0.78%
Number of salaries quoted 4 5 4
Median salary £40,000 £26,500 £51,500
Median salary % change year-on-year +50.94% -48.54%  
UK excluding London median salary £37,500 £35,500 £37,500
% change year-on-year +5.63% -5.33%  

Physics 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 1090 1213 1155
As % of all permanent IT job vacancies advertised in Glasgow 92.45% 94.03% 90.52%
Number of salaries quoted 696 625 732
Median salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88%  
90% offered a salary of more than £32,500 £30,000 £34,100
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Physics
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Physics in Glasgow

Physics
Salary Trend in Glasgow

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

Salary trend for Physics in Glasgow

Physics
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Physics in Glasgow over the 3 months to 24 June 2017.

Salary histogram for Physics in Glasgow

For the 6 months to 24 June 2017, IT jobs citing Physics 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 Physics.

1 5 (100.00%) Mathematics
2 3 (60.00%) C#
2 3 (60.00%) JavaScript
3 2 (40.00%) Travis CI
3 2 (40.00%) Greenfield Project
3 2 (40.00%) AngularJS
3 2 (40.00%) Relational Database
3 2 (40.00%) Docker
3 2 (40.00%) HTTP
3 2 (40.00%) Degree
3 2 (40.00%) Web Services
3 2 (40.00%) Windows
3 2 (40.00%) Linux
3 2 (40.00%) Python
3 2 (40.00%) Manufacturing
3 2 (40.00%) PostgreSQL
3 2 (40.00%) Amazon AWS
3 2 (40.00%) Node.js
3 2 (40.00%) Backbone.js
4 1 (20.00%) Machine Learning
4 1 (20.00%) Big Data
4 1 (20.00%) Kafka
4 1 (20.00%) GitHub
4 1 (20.00%) NumPy
4 1 (20.00%) R
4 1 (20.00%) Computer Science
4 1 (20.00%) Continuous Integration
4 1 (20.00%) Cloud Computing
4 1 (20.00%) Hadoop
4 1 (20.00%) Cryptography

Physics
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:

Cloud Services
1 2 (40.00%) Amazon AWS
2 1 (20.00%) Cloud Computing
2 1 (20.00%) GitHub
Communications & Networking
1 2 (40.00%) HTTP
Database & Business Intelligence
1 2 (40.00%) PostgreSQL
1 2 (40.00%) Relational Database
2 1 (20.00%) Big Data
2 1 (20.00%) Hadoop
2 1 (20.00%) MySQL
2 1 (20.00%) SQL Server
Development Applications
1 2 (40.00%) Travis CI
General
1 2 (40.00%) Manufacturing
Job Titles
1 4 (80.00%) Developer
2 3 (60.00%) Full Stack Developer
3 1 (20.00%) Business Developer
3 1 (20.00%) Data Scientist
3 1 (20.00%) Full Stack Web Developer
3 1 (20.00%) Network Engineer
3 1 (20.00%) Sales Engineer
3 1 (20.00%) Technical Developer
3 1 (20.00%) Technical Sales Engineer
3 1 (20.00%) Web Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) AngularJS
1 2 (40.00%) Backbone.js
1 2 (40.00%) Node.js
1 2 (40.00%) Web Services
2 1 (20.00%) Kafka
2 1 (20.00%) NumPy
2 1 (20.00%) Pandas
2 1 (20.00%) React
2 1 (20.00%) Ruby on Rails
2 1 (20.00%) TensorFlow
Miscellaneous
1 2 (40.00%) Greenfield Project
2 1 (20.00%) Algorithms
2 1 (20.00%) Computer Science
2 1 (20.00%) Data Structures
Operating Systems
1 2 (40.00%) Linux
1 2 (40.00%) Windows
Processes & Methodologies
1 5 (100.00%) Mathematics
2 1 (20.00%) Analytics
2 1 (20.00%) Business Development
2 1 (20.00%) Continuous Integration
2 1 (20.00%) Cryptocurrency
2 1 (20.00%) Cryptography
2 1 (20.00%) Deep Learning
2 1 (20.00%) Machine Learning
2 1 (20.00%) Software Engineering
2 1 (20.00%) Statistics
2 1 (20.00%) Web Development
Programming Languages
1 3 (60.00%) C#
1 3 (60.00%) JavaScript
2 2 (40.00%) Python
3 1 (20.00%) Java
3 1 (20.00%) MATLAB
3 1 (20.00%) R
3 1 (20.00%) Ruby
Qualifications
1 2 (40.00%) Degree
2 1 (20.00%) Master's Degree
2 1 (20.00%) Numerate Degree
2 1 (20.00%) PhD
System Software
1 2 (40.00%) Docker
Glasgow
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 12 hours ago
Glasgow, Lanarkshire
Net Talent
Salary: £45000 - £60000 per annum
Posted: 2 days ago
Glasgow
Cathcart Associates
Salary: £25000 - £55000 per annum
Posted: 15 days ago