Period
to 18 December 2018

The table below looks at the prevalence of the term Derivative in contract job vacancies advertised in Glasgow. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Derivative over the 6 months to 18 December 2018 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Derivatives
Scotland > Glasgow
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 101 87 74
Rank change year-on-year -14 -13 -19
Contract jobs citing Derivative 14 6 13
As % of all contract IT jobs advertised in Glasgow 0.82% 0.48% 1.15%
As % of the Miscellaneous category 2.58% 1.46% 3.32%
Number of daily rates quoted 5 3 0
Glasgow median daily rate £475 £500 -
Median daily rate % change year-on-year -5.00% - -
Scotland median daily rate £475 £500 £500
% change year-on-year -5.00% - +5.26%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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

All Generic IT Skills
Glasgow
Contract vacancies with a requirement for generic IT skills 543 411 391
As % of all contract IT jobs advertised in Glasgow 31.62% 32.83% 34.60%
Number of daily rates quoted 309 207 186
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +6.06%
10th Percentile £263 £208 £120
90th Percentile £538 £475 £472
Scotland median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% -
Number of hourly rates quoted 12 16 11
Glasgow median hourly rate £26.38 £18.25 £16.50
Median hourly rate % change year-on-year +44.52% +10.61% -66.80%
10th Percentile £10.98 £10.38 £9.25
90th Percentile £42.90 £26.50 £40.25
Scotland median hourly rate £26.25 £20.11 £21.00
% change year-on-year +30.56% -4.26% +13.51%

Derivative
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Derivative in Glasgow

Derivative
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Derivative in Glasgow.

Contractor daily rate trend for Derivative in Glasgow

Derivative
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Derivative in Glasgow over the 6 months to 18 December 2018.

Contractor daily rate histogram for Derivative in Glasgow

For the 6 months to 18 December 2018, IT contractor jobs citing Derivative also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Derivative.

1 13 (92.86%) Java
1 13 (92.86%) Python
1 13 (92.86%) Finance
2 9 (64.29%) C++
3 8 (57.14%) Oracle
3 8 (57.14%) OO
3 8 (57.14%) Reference Data
4 7 (50.00%) Agile Software Development
5 6 (42.86%) Relational Database
6 5 (35.71%) DAO
6 5 (35.71%) Data Modelling
6 5 (35.71%) SQL
6 5 (35.71%) C#
6 5 (35.71%) Visual Studio
6 5 (35.71%) Analytical Skills
6 5 (35.71%) Continuous Deployment
6 5 (35.71%) Domain Models
6 5 (35.71%) Problem-Solving
7 4 (28.57%) Virtual Team
7 4 (28.57%) SDLC
7 4 (28.57%) RDBMS
7 4 (28.57%) Refactoring
8 3 (21.43%) XPath
8 3 (21.43%) BPMN
8 3 (21.43%) Equity Derivative
8 3 (21.43%) Data Analysis
8 3 (21.43%) Spring
8 3 (21.43%) Apache Camel
8 3 (21.43%) Oracle SOA Suite
8 3 (21.43%) Hadoop

Derivative
Co-occurring 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 3 (21.43%) Oracle SOA Suite
Business Applications
1 3 (21.43%) AquaLogic BPM
1 3 (21.43%) Oracle BPM
Database & Business Intelligence
1 6 (42.86%) Relational Database
2 4 (28.57%) RDBMS
3 3 (21.43%) Hadoop
4 1 (7.14%) DB2
4 1 (7.14%) Oracle Database
Development Applications
1 5 (35.71%) Visual Studio
General
1 13 (92.86%) Finance
2 3 (21.43%) Front Office
Job Titles
1 12 (85.71%) Developer
2 5 (35.71%) Java Developer
2 5 (35.71%) Python Developer
3 3 (21.43%) Hadoop Developer
3 3 (21.43%) Oracle Developer
3 3 (21.43%) SQL Developer
4 2 (14.29%) Angular Developer
4 2 (14.29%) Django Developer
4 2 (14.29%) Python/Django Developer
4 2 (14.29%) Senior Systems Engineer
4 2 (14.29%) Systems Engineer
5 1 (7.14%) C# Developer
5 1 (7.14%) C++ Developer
5 1 (7.14%) Java Engineer
5 1 (7.14%) Senior Developer
5 1 (7.14%) Senior Java Developer
5 1 (7.14%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 5 (35.71%) DAO
2 3 (21.43%) Apache Camel
2 3 (21.43%) Apache MINA
2 3 (21.43%) Hibernate
2 3 (21.43%) JMS
2 3 (21.43%) SOAP
2 3 (21.43%) Spring
2 3 (21.43%) XML
3 2 (14.29%) AngularJS
3 2 (14.29%) Django
4 1 (7.14%) Pandas
Miscellaneous
1 8 (57.14%) Reference Data
2 5 (35.71%) Analytical Skills
3 4 (28.57%) Virtual Team
4 3 (21.43%) Equity Derivative
4 3 (21.43%) Greenfield Project
4 3 (21.43%) OTC Derivatives
4 3 (21.43%) Self-Motivation
5 2 (14.29%) Credit Risk
6 1 (7.14%) DTCC
6 1 (7.14%) Eurex
Operating Systems
1 1 (7.14%) Linux
1 1 (7.14%) Unix
Processes & Methodologies
1 8 (57.14%) OO
2 7 (50.00%) Agile Software Development
3 5 (35.71%) Continuous Deployment
3 5 (35.71%) Data Modelling
3 5 (35.71%) Domain Models
3 5 (35.71%) Problem-Solving
4 4 (28.57%) Refactoring
4 4 (28.57%) SDLC
5 3 (21.43%) BPMN
5 3 (21.43%) Data Analysis
5 3 (21.43%) OOD
5 3 (21.43%) OOP
5 3 (21.43%) Scrum
5 3 (21.43%) SOA
6 2 (14.29%) Computer Science
6 2 (14.29%) Mentoring
6 2 (14.29%) Physics
7 1 (7.14%) Asset Management
7 1 (7.14%) Requirements Analysis
7 1 (7.14%) Risk Management
Programming Languages
1 13 (92.86%) Java
1 13 (92.86%) Python
2 9 (64.29%) C++
3 5 (35.71%) C#
3 5 (35.71%) SQL
4 3 (21.43%) XPath
5 2 (14.29%) C
Qualifications
1 2 (14.29%) Computer Science Degree
1 2 (14.29%) Degree
Vendors
1 8 (57.14%) Oracle
2 1 (7.14%) Sybase