The table below looks at the prevalence of the term Derivative in permanent job vacancies advertised in Glasgow. Included is a benchmarking guide to the salaries offered in vacancies that have cited Derivative over the 3 months to 27 March 2017 with a comparison to the same period over the previous 2 years.

Derivatives
Scotland / Glasgow
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 77 78 85
Rank change year-on-year +1 +7  
Permanent jobs citing Derivative 5 30 16
As % of all permanent IT jobs advertised in Glasgow 0.54% 2.31% 1.39%
As % of the Miscellaneous category 1.57% 5.88% 3.67%
Number of salaries quoted 0 0 3
Median salary - - £55,000
UK excluding London median salary £78,750 £40,000 £57,500
% change year-on-year +96.87% -30.43%  

Derivative is in the generic IT 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 generic IT skills.

Generic IT Skills
Glasgow
Permanent job vacancies with a requirement for generic IT skills 319 510 436
As % of all permanent IT job vacancies advertised in Glasgow 34.45% 39.32% 37.81%
Number of salaries quoted 197 259 292
Median salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11%  
90% offered a salary of more than £29,000 £30,000 £30,000
10% offered a salary of more than £60,000 £65,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Derivative
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Derivative as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Derivative in Glasgow

Derivative
Salary Trend in Glasgow

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

Salary trend for Derivative in Glasgow

Derivative
Top 30 Co-occurring IT Skills in Glasgow

For the 6 months to 27 March 2017, IT jobs citing Derivative 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 Derivative.

1 13 (100.00%) SQL
2 12 (92.31%) Agile Software Development
3 11 (84.62%) Java
3 11 (84.62%) OO
4 8 (61.54%) Unix
4 8 (61.54%) Banking
4 8 (61.54%) MiFID
4 8 (61.54%) Relational Database
5 7 (53.85%) Gradle
5 7 (53.85%) Hudson
5 7 (53.85%) Jenkins
5 7 (53.85%) OTC Derivatives
5 7 (53.85%) JSON
5 7 (53.85%) Git (software)
5 7 (53.85%) Spring
5 7 (53.85%) Maven
5 7 (53.85%) OOA/OOD
5 7 (53.85%) XML
5 7 (53.85%) DB2
5 7 (53.85%) Ant
5 7 (53.85%) SOAP
5 7 (53.85%) Shell Script
5 7 (53.85%) Perforce
5 7 (53.85%) Scrum
6 6 (46.15%) Finance
6 6 (46.15%) Domain-Driven Design
7 5 (38.46%) JBehave
7 5 (38.46%) Continuous Integration
7 5 (38.46%) Automated Testing
7 5 (38.46%) TDD

Derivative
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:

Database & Business Intelligence
1 8 (61.54%) Relational Database
2 7 (53.85%) DB2
3 4 (30.77%) Oracle Reports
Development Applications
1 7 (53.85%) Ant
1 7 (53.85%) Git (software)
1 7 (53.85%) Gradle
1 7 (53.85%) Hudson
1 7 (53.85%) Jenkins
1 7 (53.85%) Maven
2 5 (38.46%) Concordion
2 5 (38.46%) JBehave
2 5 (38.46%) JUnit
3 1 (7.69%) JIRA
General
1 8 (61.54%) Banking
2 6 (46.15%) Finance
3 3 (23.08%) Legal
4 1 (7.69%) Investment Banking
Job Titles
1 10 (76.92%) Developer
2 7 (53.85%) Java Developer
3 5 (38.46%) Analyst
3 5 (38.46%) Senior Developer
4 4 (30.77%) Analyst Developer
4 4 (30.77%) Java Analyst Developer
4 4 (30.77%) Oracle Analyst
4 4 (30.77%) Oracle Developer
4 4 (30.77%) Technical Analyst
4 4 (30.77%) Technical Developer
5 2 (15.38%) Consultant
5 2 (15.38%) DevOps Consultant
5 2 (15.38%) Integration Consultant
5 2 (15.38%) Senior Java Developer
6 1 (7.69%) Business Analyst
6 1 (7.69%) C++ Developer
6 1 (7.69%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 7 (53.85%) JSON
1 7 (53.85%) SOAP
1 7 (53.85%) Spring
1 7 (53.85%) XML
2 2 (15.38%) Protocol Buffers
3 1 (7.69%) STL
Miscellaneous
1 7 (53.85%) OTC Derivatives
2 4 (30.77%) Analytical Skills
2 4 (30.77%) Computer Science
2 4 (30.77%) Fixed Income
3 1 (7.69%) Data Structures
3 1 (7.69%) Equity Derivative
3 1 (7.69%) Reference Data
3 1 (7.69%) Swaptions
Operating Systems
1 8 (61.54%) Unix
Processes & Methodologies
1 12 (92.31%) Agile Software Development
2 11 (84.62%) OO
3 7 (53.85%) OOA/OOD
3 7 (53.85%) Scrum
4 6 (46.15%) Domain-Driven Design
5 5 (38.46%) Automated Testing
5 5 (38.46%) Continuous Deployment
5 5 (38.46%) Continuous Integration
5 5 (38.46%) Software Delivery
5 5 (38.46%) TDD
6 4 (30.77%) Change Control
6 4 (30.77%) Data Analysis
6 4 (30.77%) DevOps
6 4 (30.77%) Mathematics
6 4 (30.77%) OOD
6 4 (30.77%) Requirements Management
6 4 (30.77%) Risk Management
6 4 (30.77%) SDLC
6 4 (30.77%) User Acceptance Testing
7 2 (15.38%) Microservices
Programming Languages
1 13 (100.00%) SQL
2 11 (84.62%) Java
3 7 (53.85%) Shell Script
4 2 (15.38%) C
5 1 (7.69%) C++
Qualifications
1 4 (30.77%) Degree
Quality Assurance & Compliance
1 8 (61.54%) MiFID
2 4 (30.77%) QA
3 3 (23.08%) EMIR
4 2 (15.38%) Dodd-Frank
5 1 (7.69%) UCITS
System Software
1 5 (38.46%) Docker
Vendors
1 7 (53.85%) Perforce
2 4 (30.77%) Oracle
3 1 (7.69%) Charles River