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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Derivatives
Rank 69 88 59
Rank change year-on-year
+19 -29
Permanent jobs citing Derivative 46 19 50
As % of all permanent IT jobs located in Glasgow 3.55% 1.50% 3.77%
As % of the Miscellaneous category 8.01% 3.93% 10.62%
Number of salaries quoted 3 12 2
Median salary £38,500 £52,500 £58,750
Median salary % change year-on-year
-26.66% -10.63%
UK excluding London median salary £45,000 £52,500 £45,000
% change year-on-year
-14.28% +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
574 484 471
As % of all permanent IT jobs located in Glasgow 44.32% 38.20% 35.47%
Number of salaries quoted 211 305 312
Median salary £40,000 £42,500 £47,000
Median salary % change year-on-year
-5.88% -9.57%
90% offered a salary of more than £27,000 £30,600 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
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 1 July 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 67 (87.01%) Java
2 62 (80.52%) SQL
3 49 (63.64%) Analytical Skills
4 46 (59.74%) Python
5 38 (49.35%) OO
5 38 (49.35%) C++
6 33 (42.86%) Degree
6 33 (42.86%) Unit Testing
7 31 (40.26%) Unix
8 30 (38.96%) Linux
8 30 (38.96%) Agile Software Development
8 30 (38.96%) OTC Derivatives
9 29 (37.66%) Finance
10 23 (29.87%) C#
11 22 (28.57%) XML
12 21 (27.27%) Risk Management
12 21 (27.27%) Equity Derivative
13 20 (25.97%) QA
14 19 (24.68%) Foreign Exchange (FX)
14 19 (24.68%) Git (software)
15 18 (23.38%) Windows
15 18 (23.38%) Sybase
15 18 (23.38%) TDD
16 17 (22.08%) Fixed Income
16 17 (22.08%) System Integration Testing
17 16 (20.78%) Relational Database
17 16 (20.78%) Banking
18 15 (19.48%) Credit Risk
18 15 (19.48%) Grid Computing
18 15 (19.48%) Service Delivery

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 9 (11.69%) MQSeries
2 2 (2.60%) Apache
2 2 (2.60%) Tomcat
Applications
1 3 (3.90%) MS Office
Business Applications
1 3 (3.90%) Eikon
1 3 (3.90%) RMDS
Database & Business Intelligence
1 16 (20.78%) Relational Database
2 9 (11.69%) Apache Cassandra
2 9 (11.69%) BigTable
2 9 (11.69%) NoSQL
2 9 (11.69%) PostgreSQL
3 7 (9.09%) RDBMS
4 3 (3.90%) MS Access
4 3 (3.90%) SQL Server
5 2 (2.60%) Data Warehouse
Development Applications
1 19 (24.68%) Git (software)
2 10 (12.99%) Cucumber
2 10 (12.99%) Selenium
3 6 (7.79%) JIRA
4 4 (5.19%) Hudson
4 4 (5.19%) Maven
4 4 (5.19%) TestComplete
5 3 (3.90%) IntelliJ
5 3 (3.90%) JUnit
6 2 (2.60%) Ant
6 2 (2.60%) Jenkins
6 2 (2.60%) Subversion
7 1 (1.30%) Balsamiq Mockups
General
1 29 (37.66%) Finance
2 16 (20.78%) Banking
3 11 (14.29%) Legal
4 10 (12.99%) Back Office
5 5 (6.49%) Front Office
6 3 (3.90%) Financial Institution
7 1 (1.30%) Investment Banking
Job Titles
1 54 (70.13%) Developer
2 16 (20.78%) Python Developer
3 12 (15.58%) Analyst
3 12 (15.58%) SQL Developer
4 11 (14.29%) Applications Developer
5 10 (12.99%) Automation Tester
5 10 (12.99%) C++ Developer
5 10 (12.99%) Tester
6 7 (9.09%) Java Developer
6 7 (9.09%) Technical Analyst
7 6 (7.79%) Risk Analyst
8 5 (6.49%) C++ GUI Developer
8 5 (6.49%) Functional Tester
8 5 (6.49%) GUI Developer
8 5 (6.49%) QA Automation Tester
8 5 (6.49%) QA Tester
8 5 (6.49%) Technical Tester
9 4 (5.19%) C++ Applications Developer
10 3 (3.90%) Excel VBA Developer
10 3 (3.90%) VBA Developer
Libraries, Frameworks & Software Standards
1 22 (28.57%) XML
2 14 (18.18%) .NET
3 12 (15.58%) FIX Protocol
3 12 (15.58%) XML Schema
4 11 (14.29%) Middleware
5 7 (9.09%) Web Services
6 6 (7.79%) Spring
6 6 (7.79%) WPF
7 5 (6.49%) AngularJS
7 5 (6.49%) JSP
7 5 (6.49%) Node.js
8 4 (5.19%) Hibernate
8 4 (5.19%) J2EE
8 4 (5.19%) MFC
8 4 (5.19%) STL
8 4 (5.19%) ZeroMQ
9 3 (3.90%) .NET Framework
9 3 (3.90%) JSON
9 3 (3.90%) Pyramid
9 3 (3.90%) XSD
Miscellaneous
1 49 (63.64%) Analytical Skills
2 30 (38.96%) OTC Derivatives
3 21 (27.27%) Equity Derivative
4 19 (24.68%) Foreign Exchange (FX)
5 17 (22.08%) Fixed Income
6 15 (19.48%) Credit Risk
6 15 (19.48%) Grid Computing
7 14 (18.18%) Market Risk
8 12 (15.58%) Virtual Team
9 10 (12.99%) Equities
10 6 (7.79%) Computer Science
10 6 (7.79%) Interest Rate Derivative
10 6 (7.79%) Management Information System
11 4 (5.19%) Reference Data
12 3 (3.90%) Credit Derivative
Operating Systems
1 31 (40.26%) Unix
2 30 (38.96%) Linux
3 18 (23.38%) Windows
4 6 (7.79%) Windows Server
5 3 (3.90%) Windows 7
Processes & Methodologies
1 38 (49.35%) OO
2 33 (42.86%) Unit Testing
3 30 (38.96%) Agile Software Development
4 21 (27.27%) Risk Management
5 18 (23.38%) TDD
6 17 (22.08%) System Integration Testing
7 15 (19.48%) Integration Testing
7 15 (19.48%) Monte Carlo Method
7 15 (19.48%) Service Delivery
7 15 (19.48%) Time Management
7 15 (19.48%) Translating Business Requirements
8 13 (16.88%) Continuous Integration
9 12 (15.58%) SDLC
10 10 (12.99%) Analytics
10 10 (12.99%) Automation Testing
10 10 (12.99%) BDD
10 10 (12.99%) Migration
10 10 (12.99%) Regression Testing
10 10 (12.99%) Risk Analytics
10 10 (12.99%) System Testing
Programming Languages
1 67 (87.01%) Java
2 62 (80.52%) SQL
3 46 (59.74%) Python
4 38 (49.35%) C++
5 23 (29.87%) C#
6 15 (19.48%) Shell Script
7 11 (14.29%) T-SQL
8 10 (12.99%) PL/SQL
9 9 (11.69%) Ruby
9 9 (11.69%) XPath
10 6 (7.79%) Perl
11 5 (6.49%) VC++
12 4 (5.19%) Smalltalk
12 4 (5.19%) VBA
13 2 (2.60%) JavaScript
Qualifications
1 33 (42.86%) Degree
Quality Assurance & Compliance
1 20 (25.97%) QA
Systems Management
1 3 (3.90%) Control-M
1 3 (3.90%) ITRS Geneos
Vendors
1 18 (23.38%) Sybase
2 12 (15.58%) Oracle
3 5 (6.49%) HP
4 3 (3.90%) Informatica
4 3 (3.90%) Reuters
4 3 (3.90%) Sun
4 3 (3.90%) Thunderhead