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

3 months to
3 May 2016
Same period 2015 Same period 2014
Derivatives
Rank 111 145 136
Rank change year-on-year
+34 -9
Permanent jobs citing Derivative 47 23 46
As % of all permanent IT jobs located in Scotland 1.64% 0.73% 1.14%
As % of the Miscellaneous category 4.02% 1.93% 3.51%
Number of salaries quoted 8 6 8
Median salary £46,875 £51,250 £51,250
Median salary % change year-on-year
-8.53% -
90% offered a salary of more than £38,500 £45,250 £45,000
10% offered a salary of more than £57,500 £52,500 £60,000
UK excluding London median salary £41,125 £57,500 £45,000
% change year-on-year
-28.47% +27.77%
Derivative
UK

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

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1168 1191 1310
As % of all permanent IT jobs located in Scotland 40.77% 37.82% 32.37%
Number of salaries quoted 661 703 828
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £26,500 £28,000 £28,245
10% offered a salary of more than £67,500 £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 Scotland

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

Derivative Jobs Demand Trend in Scotland

Derivative
Salary Trend in Scotland

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

Derivative Salary Trend in Scotland

Derivative
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Derivative across the Scotland region over the 3 months to 3 May 2016.

Derivative Salary Histogram 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 3 months to 3 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +26 41 £39,750 -24.28% 4
Edinburgh +5 4 £57,500 +15.00%
Stirling -7 2 - -
Derivative
UK

Derivative
Top 30 Related IT Skills in Scotland

For the 6 months to 3 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 Scotland region with a requirement for Derivative.

1 61 (85.92%) Java
2 59 (83.10%) SQL
3 40 (56.34%) Analytical Skills
4 39 (54.93%) C++
5 38 (53.52%) Agile Software Development
6 33 (46.48%) C#
7 30 (42.25%) OO
8 29 (40.85%) Python
8 29 (40.85%) TDD
8 29 (40.85%) Unit Testing
9 28 (39.44%) Degree
10 25 (35.21%) Banking
10 25 (35.21%) XML
10 25 (35.21%) Unix
11 24 (33.80%) Linux
11 24 (33.80%) Finance
12 22 (30.99%) Fixed Income
13 21 (29.58%) Equity Derivative
14 20 (28.17%) Continuous Integration
15 19 (26.76%) Relational Database
15 19 (26.76%) Risk Management
15 19 (26.76%) Foreign Exchange (FX)
15 19 (26.76%) .NET
16 18 (25.35%) Sybase
16 18 (25.35%) FIX Protocol
16 18 (25.35%) Analytics
16 18 (25.35%) Git (software)
17 16 (22.54%) Windows
18 15 (21.13%) XML Schema
18 15 (21.13%) QA

Derivative
Top Related 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:

Application Platforms
1 12 (16.90%) MQSeries
2 6 (8.45%) Apache
2 6 (8.45%) Tomcat
3 4 (5.63%) GemFire
3 4 (5.63%) Oracle Coherence
3 4 (5.63%) SAS
Applications
1 4 (5.63%) S-PLUS
2 1 (1.41%) MS Excel
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 6 (8.45%) Data Warehouse
6 5 (7.04%) SQL Server
7 4 (5.63%) Hazelcast
7 4 (5.63%) QlikView
Development Applications
1 18 (25.35%) Git (software)
2 8 (11.27%) Maven
3 7 (9.86%) Subversion
4 6 (8.45%) Jenkins
5 5 (7.04%) Cucumber
5 5 (7.04%) JIRA
5 5 (7.04%) Selenium
6 4 (5.63%) Hudson
6 4 (5.63%) TestComplete
7 3 (4.23%) IntelliJ
7 3 (4.23%) JUnit
8 2 (2.82%) Ant
9 1 (1.41%) ClearCase
General
1 25 (35.21%) Banking
2 24 (33.80%) Finance
3 12 (16.90%) Back Office
3 12 (16.90%) Investment Banking
3 12 (16.90%) Legal
Job Titles
1 46 (64.79%) Developer
2 22 (30.99%) Analyst
3 13 (18.31%) SQL Developer
4 10 (14.08%) C++ Developer
4 10 (14.08%) Risk Analyst
5 9 (12.68%) Java Developer
6 8 (11.27%) Python Developer
7 7 (9.86%) Technical Analyst
8 5 (7.04%) Automation Tester
8 5 (7.04%) Business Intelligence Developer
8 5 (7.04%) C++ GUI Developer
8 5 (7.04%) Functional Tester
8 5 (7.04%) GUI Developer
8 5 (7.04%) QA Automation Tester
8 5 (7.04%) QA Tester
8 5 (7.04%) Tester
9 4 (5.63%) Applications Developer
9 4 (5.63%) Business Analyst
9 4 (5.63%) Qualitative Analyst
9 4 (5.63%) SQL Analyst
Libraries, Frameworks & Software Standards
1 25 (35.21%) XML
2 19 (26.76%) .NET
3 18 (25.35%) FIX Protocol
4 15 (21.13%) XML Schema
5 12 (16.90%) Middleware
6 11 (15.49%) Web Services
7 9 (12.68%) JSP
7 9 (12.68%) Spring
8 8 (11.27%) Hibernate
8 8 (11.27%) J2EE
9 6 (8.45%) Ext JS
9 6 (8.45%) HTML
9 6 (8.45%) RESTful
9 6 (8.45%) WPF
10 5 (7.04%) AngularJS
11 4 (5.63%) FIXML
11 4 (5.63%) MFC
11 4 (5.63%) Pyramid
11 4 (5.63%) SOAP
11 4 (5.63%) ZeroMQ
Miscellaneous
1 40 (56.34%) Analytical Skills
2 22 (30.99%) Fixed Income
3 21 (29.58%) Equity Derivative
4 19 (26.76%) Foreign Exchange (FX)
5 12 (16.90%) Market Risk
6 10 (14.08%) Credit Risk
7 8 (11.27%) Interest Rate Derivative
7 8 (11.27%) Management Information System
8 7 (9.86%) Credit Derivative
9 6 (8.45%) Computer Science
9 6 (8.45%) Equities
9 6 (8.45%) Grid Computing
10 4 (5.63%) Economics
10 4 (5.63%) Mathematics
10 4 (5.63%) Physics
10 4 (5.63%) Pricing Data
10 4 (5.63%) Reference Data
Operating Systems
1 25 (35.21%) Unix
2 24 (33.80%) Linux
3 16 (22.54%) Windows
4 6 (8.45%) Windows Server
Processes & Methodologies
1 38 (53.52%) Agile Software Development
2 30 (42.25%) OO
3 29 (40.85%) TDD
3 29 (40.85%) Unit Testing
4 20 (28.17%) Continuous Integration
5 19 (26.76%) Risk Management
6 18 (25.35%) Analytics
7 14 (19.72%) Electronic Trading
7 14 (19.72%) Refactoring
7 14 (19.72%) Risk Analytics
7 14 (19.72%) User Acceptance Testing
8 12 (16.90%) BDD
8 12 (16.90%) Complex Event Processing
8 12 (16.90%) SDLC
8 12 (16.90%) System Integration Testing
8 12 (16.90%) System Testing
9 10 (14.08%) Monte Carlo Method
10 9 (12.68%) Migration
11 8 (11.27%) Market Making
11 8 (11.27%) Open Source
Programming Languages
1 61 (85.92%) Java
2 59 (83.10%) SQL
3 39 (54.93%) C++
4 33 (46.48%) C#
5 29 (40.85%) Python
6 14 (19.72%) Ruby
7 12 (16.90%) T-SQL
7 12 (16.90%) XPath
8 11 (15.49%) Shell Script
9 8 (11.27%) Perl
9 8 (11.27%) PL/SQL
10 7 (9.86%) VBA
11 6 (8.45%) JavaScript
11 6 (8.45%) Smalltalk
12 5 (7.04%) VC++
13 4 (5.63%) MATLAB
13 4 (5.63%) R
Qualifications
1 28 (39.44%) Degree
2 4 (5.63%) PhD
Quality Assurance & Compliance
1 15 (21.13%) QA
Systems Management
1 3 (4.23%) Control-M
1 3 (4.23%) ITRS Geneos
Vendors
1 18 (25.35%) Sybase
2 12 (16.90%) Oracle
3 5 (7.04%) HP
4 4 (5.63%) Bloomberg
4 4 (5.63%) Reuters
5 3 (4.23%) Informatica
5 3 (4.23%) Sun
5 3 (4.23%) Thunderhead
6 1 (1.41%) Microsoft
Glasgow
JP Morgan Glasgow
Salary: Highly competitive compensation package
Posted: 6 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive compensation package
Posted: 6 days ago
Glasgow, Lanarkshire
JP Morgan Glasgow
Salary: Highly Competitive Compensation Package
Posted: 21 days ago
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive + Pension + Private Medical + 36 days holiday
Posted: 26 days ago