The table below looks at the prevalence of the term Derivative in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Derivative over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Derivatives
Rank 82 92 79
Rank change year-on-year
+10 -13
Permanent jobs citing Derivative 7 16 22
As % of all permanent IT jobs located in Glasgow 0.70% 1.24% 2.13%
As % of the Miscellaneous category 2.07% 2.76% 6.08%
Number of salaries quoted 1 6 9
Median salary £47,500 £52,500 £82,500
Median salary % change year-on-year
-9.52% -36.36%
UK excluding London median salary £75,000 £52,500 £45,000
% change year-on-year
+42.85% +16.66%
Derivative
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Glasgow region.

Miscellaneous Category
Glasgow
Permanent IT job ads with a match in the
Miscellaneous category
338 579 362
As % of all permanent IT jobs located in Glasgow 33.83% 44.95% 34.98%
Number of salaries quoted 189 336 237
Median salary £45,000 £41,000 £42,500
Median salary % change year-on-year
+9.75% -3.52%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £55,000 £62,500 £56,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Derivative
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Derivative as a proportion of all IT jobs with a match in the Miscellaneous category.

Derivative Jobs Demand Trend in Glasgow

Derivative
Salary Trend in Glasgow

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

Derivative Salary Trend in Glasgow

Derivative
Top 30 Related IT Skills in Glasgow

For the 6 months to 6 December 2016, 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 25 (83.33%) Java
2 22 (73.33%) Finance
3 17 (56.67%) SQL
3 17 (56.67%) Analytical Skills
4 13 (43.33%) OO
5 12 (40.00%) C++
5 12 (40.00%) Python
6 11 (36.67%) Linux
7 10 (33.33%) Agile Software Development
7 10 (33.33%) Degree
8 9 (30.00%) Unix
9 8 (26.67%) Equities
9 8 (26.67%) OTC Derivatives
10 7 (23.33%) Computer Science
10 7 (23.33%) QA
10 7 (23.33%) Front Office
11 6 (20.00%) Risk Management
11 6 (20.00%) Service Delivery
11 6 (20.00%) Banking
11 6 (20.00%) Foreign Exchange (FX)
11 6 (20.00%) Sybase
11 6 (20.00%) Grid Computing
11 6 (20.00%) Credit Risk
11 6 (20.00%) Unit Testing
11 6 (20.00%) Integration Testing
11 6 (20.00%) Monte Carlo Method
11 6 (20.00%) System Integration Testing
11 6 (20.00%) Translating Business Requirements
12 5 (16.67%) SDLC
12 5 (16.67%) Market Making

Derivative
Top Related 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 5 (16.67%) Relational Database
2 4 (13.33%) KDB
2 4 (13.33%) Oracle Reports
3 1 (3.33%) Big Data
3 1 (3.33%) DB2
3 1 (3.33%) RDBMS
Development Applications
1 3 (10.00%) Cucumber
1 3 (10.00%) Git (software)
1 3 (10.00%) Selenium
2 1 (3.33%) JIRA
2 1 (3.33%) JUnit
General
1 22 (73.33%) Finance
2 7 (23.33%) Front Office
3 6 (20.00%) Banking
4 3 (10.00%) Investment Banking
4 3 (10.00%) Marketing
5 2 (6.67%) Legal
6 1 (3.33%) Prime Brokerage
Job Titles
1 23 (76.67%) Developer
2 10 (33.33%) Java Developer
3 8 (26.67%) Python Developer
4 6 (20.00%) Applications Developer
5 5 (16.67%) Analyst
5 5 (16.67%) C++ Developer
6 4 (13.33%) Analyst Developer
6 4 (13.33%) Java Analyst Developer
6 4 (13.33%) Oracle Analyst
6 4 (13.33%) Oracle Developer
6 4 (13.33%) Technical Analyst
6 4 (13.33%) Technical Developer
7 3 (10.00%) Audit Manager
7 3 (10.00%) Automation Tester
7 3 (10.00%) Electronic Trading Developer
7 3 (10.00%) Risk Manager
7 3 (10.00%) Senior Developer
7 3 (10.00%) Technical Tester
7 3 (10.00%) Tester
8 2 (6.67%) Front Office Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) FIX Protocol
2 3 (10.00%) .NET
2 3 (10.00%) Boost C++ Libraries
2 3 (10.00%) Middleware
2 3 (10.00%) Node.js
2 3 (10.00%) Swing
3 2 (6.67%) Spring
4 1 (3.33%) .NET Framework
4 1 (3.33%) J2SE
4 1 (3.33%) JMS
4 1 (3.33%) STL
4 1 (3.33%) WPF
Miscellaneous
1 17 (56.67%) Analytical Skills
2 8 (26.67%) Equities
2 8 (26.67%) OTC Derivatives
3 7 (23.33%) Computer Science
4 6 (20.00%) Credit Risk
4 6 (20.00%) Foreign Exchange (FX)
4 6 (20.00%) Grid Computing
5 5 (16.67%) Equity Derivative
6 3 (10.00%) Management Information System
6 3 (10.00%) Reference Data
7 2 (6.67%) Fixed Income
7 2 (6.67%) Market Risk
8 1 (3.33%) Data Structures
8 1 (3.33%) Swaptions
Operating Systems
1 11 (36.67%) Linux
2 9 (30.00%) Unix
Processes & Methodologies
1 13 (43.33%) OO
2 10 (33.33%) Agile Software Development
3 6 (20.00%) Integration Testing
3 6 (20.00%) Monte Carlo Method
3 6 (20.00%) Risk Management
3 6 (20.00%) Service Delivery
3 6 (20.00%) System Integration Testing
3 6 (20.00%) Translating Business Requirements
3 6 (20.00%) Unit Testing
4 5 (16.67%) Market Making
4 5 (16.67%) OOD
4 5 (16.67%) SDLC
4 5 (16.67%) User Acceptance Testing
5 4 (13.33%) Change Control
5 4 (13.33%) Continuous Delivery
5 4 (13.33%) Data Analysis
5 4 (13.33%) Data Management
5 4 (13.33%) Low Latency
5 4 (13.33%) Performance Tuning
5 4 (13.33%) Requirements Management
Programming Languages
1 25 (83.33%) Java
2 17 (56.67%) SQL
3 12 (40.00%) C++
3 12 (40.00%) Python
4 5 (16.67%) Perl
5 3 (10.00%) C#
5 3 (10.00%) Shell Script
6 2 (6.67%) C
Qualifications
1 10 (33.33%) Degree
2 3 (10.00%) CGEIT
2 3 (10.00%) CISA
2 3 (10.00%) CISM
2 3 (10.00%) CRISC
Quality Assurance & Compliance
1 7 (23.33%) QA
2 3 (10.00%) COBIT
2 3 (10.00%) ISO/IEC 27001
2 3 (10.00%) Sarbanes-Oxley
3 1 (3.33%) EMIR
3 1 (3.33%) MiFID
3 1 (3.33%) UCITS
Vendors
1 6 (20.00%) Sybase
2 4 (13.33%) Oracle
3 1 (3.33%) Charles River