Period
to 19 November 2017

The table below looks at the prevalence of the term Derivative in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Derivative over the 6 months to 19 November 2017 with a comparison to the same period over the previous 2 years.

Derivatives
UK > Scotland
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 220 176 199
Rank change year-on-year -44 +23 -31
Permanent jobs citing Derivative 5 43 48
As % of all permanent IT jobs advertised in Scotland 0.089% 0.83% 0.75%
As % of the Miscellaneous category 0.23% 2.17% 1.79%
Number of salaries quoted 0 11 19
Scotland median annual salary - £70,000 £52,500
Median salary % change year-on-year - +33.33% -16.00%
UK median annual salary £75,000 £75,000 £70,000
% change year-on-year - +7.14% +7.69%

Derivative is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2207 1984 2684
As % of all permanent IT jobs advertised in Scotland 39.50% 38.40% 41.68%
Number of salaries quoted 1365 1124 1606
Scotland median annual salary £44,000 £42,500 £41,500
Median salary % change year-on-year +3.53% +2.41% +3.75%
10th Percentile £27,500 £26,250 £26,500
90th Percentile £67,500 £65,000 £63,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Derivative
Job Vacancy Trend in Scotland

Job postings citing Derivative as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Derivative in Scotland

Derivative
Salary Trend in Scotland

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

Salary trend for Derivative in Scotland

Derivative
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Derivative within the Scotland region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -37 5 - -
Derivative
UK

For the 6 months to 19 November 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 Scotland region with a requirement for Derivative.

1 3 (60.00%) Java
1 3 (60.00%) Python
1 3 (60.00%) Foreign Exchange (FX)
1 3 (60.00%) Risk Management
1 3 (60.00%) Workflow
1 3 (60.00%) Finance
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Banking
1 3 (60.00%) Electronic Trading
2 2 (40.00%) ISTQB Foundation Certification
2 2 (40.00%) SDLC
2 2 (40.00%) Defect Management
2 2 (40.00%) Scenario Testing
2 2 (40.00%) Test Scripting
2 2 (40.00%) Fund Management
2 2 (40.00%) Cash Management
2 2 (40.00%) ISTQB
2 2 (40.00%) Salesforce.com
2 2 (40.00%) Fixed Income
2 2 (40.00%) Equities
2 2 (40.00%) CRM
2 2 (40.00%) Murex
2 2 (40.00%) Calypso
2 2 (40.00%) Cognizant
2 2 (40.00%) C#
2 2 (40.00%) C++
2 2 (40.00%) OOP
2 2 (40.00%) OO
3 1 (20.00%) Oracle
3 1 (20.00%) SOAP

Derivative
Co-occurring IT Skills in Scotland 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:

Business Applications
1 1 (20.00%) AquaLogic BPM
1 1 (20.00%) Oracle BPM
General
1 3 (60.00%) Banking
1 3 (60.00%) Finance
2 1 (20.00%) Front Office
2 1 (20.00%) Investment Banking
2 1 (20.00%) Telecoms
Job Titles
1 3 (60.00%) Developer
1 3 (60.00%) Python Developer
2 2 (40.00%) Analyst
2 2 (40.00%) Java Developer
2 2 (40.00%) Test Analyst
3 1 (20.00%) C++ Developer
3 1 (20.00%) C++ Software Developer
3 1 (20.00%) C++/Java Developer
3 1 (20.00%) Java Software Developer
3 1 (20.00%) Senior C++ Developer
3 1 (20.00%) Senior Developer
3 1 (20.00%) Senior Java Developer
3 1 (20.00%) Senior Java Software Developer
3 1 (20.00%) Senior Python Developer
3 1 (20.00%) Senior Software Developer
3 1 (20.00%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) Apache Camel
1 1 (20.00%) Apache MINA
1 1 (20.00%) Hibernate
1 1 (20.00%) JMS
1 1 (20.00%) SOAP
1 1 (20.00%) Spring
1 1 (20.00%) XML
Miscellaneous
1 3 (60.00%) Foreign Exchange (FX)
2 2 (40.00%) Equities
2 2 (40.00%) Fixed Income
3 1 (20.00%) Analytical Skills
3 1 (20.00%) Computer Science
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Electronic Trading
1 3 (60.00%) Risk Management
1 3 (60.00%) Workflow
2 2 (40.00%) Cash Management
2 2 (40.00%) CRM
2 2 (40.00%) Defect Management
2 2 (40.00%) Fund Management
2 2 (40.00%) OO
2 2 (40.00%) OOP
2 2 (40.00%) Scenario Testing
2 2 (40.00%) SDLC
2 2 (40.00%) Test Scripting
3 1 (20.00%) BPMN
3 1 (20.00%) Collaborative Working
3 1 (20.00%) Data Analysis
3 1 (20.00%) Logistics
3 1 (20.00%) Migration
3 1 (20.00%) Scrum
3 1 (20.00%) Software Engineering
Programming Languages
1 3 (60.00%) Java
1 3 (60.00%) Python
2 2 (40.00%) C#
2 2 (40.00%) C++
3 1 (20.00%) XPath
Qualifications
1 2 (40.00%) ISTQB
1 2 (40.00%) ISTQB Foundation Certification
2 1 (20.00%) Degree
2 1 (20.00%) Numerate Degree
Vendors
1 2 (40.00%) Calypso
1 2 (40.00%) Cognizant
1 2 (40.00%) Murex
1 2 (40.00%) Salesforce.com
2 1 (20.00%) Oracle