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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Derivatives
Rank 71 89 63
Rank change year-on-year
+18 -26
Permanent jobs citing Derivative 41 13 45
As % of all permanent IT jobs located in Glasgow 3.27% 1.11% 3.40%
As % of the Miscellaneous category 7.98% 2.91% 9.41%
Number of salaries quoted 4 8 1
Median salary £39,750 £52,500 £47,500
Median salary % change year-on-year
-24.28% +10.52%
UK excluding London median salary £43,125 £55,000 £45,000
% change year-on-year
-21.59% +22.22%
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
514 446 478
As % of all permanent IT jobs located in Glasgow 41.05% 38.18% 36.08%
Number of salaries quoted 223 296 301
Median salary £37,500 £43,750 £47,500
Median salary % change year-on-year
-14.28% -7.89%
90% offered a salary of more than £26,500 £32,500 £28,500
10% offered a salary of more than £57,500 £60,000 £65,000
UK excluding London median salary £42,500 £40,000 £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 25 May 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 61 (85.92%) Java
2 59 (83.10%) SQL
3 43 (60.56%) Analytical Skills
4 38 (53.52%) Python
4 38 (53.52%) C++
5 36 (50.70%) Agile Software Development
6 35 (49.30%) OO
7 33 (46.48%) Unit Testing
8 31 (43.66%) Degree
9 28 (39.44%) XML
9 28 (39.44%) C#
10 25 (35.21%) Unix
11 24 (33.80%) Linux
11 24 (33.80%) TDD
12 22 (30.99%) OTC Derivatives
13 21 (29.58%) Risk Management
13 21 (29.58%) Finance
14 20 (28.17%) Equity Derivative
15 19 (26.76%) Fixed Income
15 19 (26.76%) Relational Database
16 18 (25.35%) Git (software)
16 18 (25.35%) FIX Protocol
16 18 (25.35%) Windows
17 17 (23.94%) Sybase
17 17 (23.94%) Foreign Exchange (FX)
17 17 (23.94%) Banking
18 16 (22.54%) QA
18 16 (22.54%) Continuous Integration
19 15 (21.13%) Risk Analytics
19 15 (21.13%) Analytics

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:

Application Platforms
1 12 (16.90%) MQSeries
2 5 (7.04%) Apache
2 5 (7.04%) Tomcat
3 3 (4.23%) GemFire
3 3 (4.23%) Oracle Coherence
4 1 (1.41%) Node.js
Applications
1 3 (4.23%) MS Office
Business Applications
1 3 (4.23%) Eikon
1 3 (4.23%) RMDS
Database & Business Intelligence
1 19 (26.76%) Relational Database
2 14 (19.72%) NoSQL
3 12 (16.90%) Apache Cassandra
3 12 (16.90%) BigTable
3 12 (16.90%) PostgreSQL
4 7 (9.86%) RDBMS
5 5 (7.04%) Data Warehouse
6 3 (4.23%) Hazelcast
6 3 (4.23%) MS Access
6 3 (4.23%) QlikView
6 3 (4.23%) SQL Server
Development Applications
1 18 (25.35%) Git (software)
2 7 (9.86%) Maven
3 6 (8.45%) Cucumber
3 6 (8.45%) JIRA
3 6 (8.45%) Selenium
4 5 (7.04%) Jenkins
4 5 (7.04%) Subversion
5 4 (5.63%) Hudson
5 4 (5.63%) TestComplete
6 3 (4.23%) IntelliJ
6 3 (4.23%) JUnit
7 2 (2.82%) Ant
8 1 (1.41%) Balsamiq Mockups
General
1 21 (29.58%) Finance
2 17 (23.94%) Banking
3 13 (18.31%) Back Office
4 11 (15.49%) Legal
5 3 (4.23%) Financial Institution
5 3 (4.23%) Front Office
5 3 (4.23%) Investment Banking
Job Titles
1 52 (73.24%) Developer
2 15 (21.13%) Analyst
3 12 (16.90%) SQL Developer
4 11 (15.49%) Python Developer
5 10 (14.08%) C++ Developer
6 8 (11.27%) Java Developer
7 7 (9.86%) Technical Analyst
8 6 (8.45%) Applications Developer
8 6 (8.45%) Automation Tester
8 6 (8.45%) Risk Analyst
8 6 (8.45%) Tester
9 5 (7.04%) C++ GUI Developer
9 5 (7.04%) Functional Tester
9 5 (7.04%) GUI Developer
9 5 (7.04%) QA Automation Tester
9 5 (7.04%) QA Tester
10 4 (5.63%) Analyst Developer
10 4 (5.63%) Business Intelligence Developer
10 4 (5.63%) C++ Applications Developer
11 3 (4.23%) VBA Developer
Libraries, Frameworks & Software Standards
1 28 (39.44%) XML
2 18 (25.35%) FIX Protocol
3 15 (21.13%) XML Schema
4 14 (19.72%) .NET
5 12 (16.90%) Middleware
6 10 (14.08%) Web Services
7 8 (11.27%) JSP
7 8 (11.27%) Spring
8 7 (9.86%) Hibernate
8 7 (9.86%) J2EE
9 6 (8.45%) WPF
10 5 (7.04%) AngularJS
10 5 (7.04%) Ext JS
10 5 (7.04%) HTML
10 5 (7.04%) RESTful
11 4 (5.63%) MFC
11 4 (5.63%) STL
11 4 (5.63%) ZeroMQ
12 3 (4.23%) SOAP
12 3 (4.23%) XSD
Miscellaneous
1 43 (60.56%) Analytical Skills
2 22 (30.99%) OTC Derivatives
3 20 (28.17%) Equity Derivative
4 19 (26.76%) Fixed Income
5 17 (23.94%) Foreign Exchange (FX)
6 14 (19.72%) Market Risk
7 10 (14.08%) Credit Risk
7 10 (14.08%) Grid Computing
8 9 (12.68%) Interest Rate Derivative
8 9 (12.68%) Management Information System
9 6 (8.45%) Computer Science
10 5 (7.04%) Equities
11 3 (4.23%) Credit Derivative
12 1 (1.41%) Reference Data
Operating Systems
1 25 (35.21%) Unix
2 24 (33.80%) Linux
3 18 (25.35%) Windows
4 6 (8.45%) Windows Server
5 3 (4.23%) Windows 7
Processes & Methodologies
1 36 (50.70%) Agile Software Development
2 35 (49.30%) OO
3 33 (46.48%) Unit Testing
4 24 (33.80%) TDD
5 21 (29.58%) Risk Management
6 16 (22.54%) Continuous Integration
7 15 (21.13%) Analytics
7 15 (21.13%) Risk Analytics
7 15 (21.13%) System Integration Testing
8 14 (19.72%) Electronic Trading
8 14 (19.72%) Refactoring
9 13 (18.31%) BDD
9 13 (18.31%) System Testing
10 12 (16.90%) Complex Event Processing
10 12 (16.90%) SDLC
11 11 (15.49%) Time Management
11 11 (15.49%) User Acceptance Testing
12 10 (14.08%) Integration Testing
12 10 (14.08%) Monte Carlo Method
12 10 (14.08%) Translating Business Requirements
Programming Languages
1 61 (85.92%) Java
2 59 (83.10%) SQL
3 38 (53.52%) C++
3 38 (53.52%) Python
4 28 (39.44%) C#
5 14 (19.72%) Ruby
6 12 (16.90%) XPath
7 11 (15.49%) Shell Script
7 11 (15.49%) T-SQL
8 10 (14.08%) PL/SQL
9 8 (11.27%) Perl
10 6 (8.45%) Smalltalk
11 5 (7.04%) JavaScript
11 5 (7.04%) VC++
12 4 (5.63%) VBA
Qualifications
1 31 (43.66%) Degree
Quality Assurance & Compliance
1 16 (22.54%) QA
Systems Management
1 3 (4.23%) Control-M
1 3 (4.23%) ITRS Geneos
Vendors
1 17 (23.94%) Sybase
2 12 (16.90%) Oracle
3 5 (7.04%) HP
4 3 (4.23%) Informatica
4 3 (4.23%) Reuters
4 3 (4.23%) Sun
4 3 (4.23%) Thunderhead