Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 96 96 82
Rank change year-on-year 0 -14 -24
Contract jobs citing Derivative 19 4 12
As % of all contract IT jobs advertised in Glasgow 1.14% 0.30% 0.98%
As % of the Miscellaneous category 3.54% 0.89% 2.86%
Number of daily rates quoted 6 3 1
Glasgow median daily rate £475 £500 £400
Median daily rate % change year-on-year -5.00% +25.00% +17.65%
10th Percentile £409 £415 £375
90th Percentile £556 £550 £425
Scotland median daily rate £475 £500 £325
% change year-on-year -5.00% +53.85% -27.78%
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 537 451 419
As % of all contract IT jobs advertised in Glasgow 32.16% 33.78% 34.29%
Number of daily rates quoted 271 215 218
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% +6.06%
10th Percentile £275 £233 £207
90th Percentile £538 £483 £456
Scotland median daily rate £400 £379 £350
% change year-on-year +5.54% +8.29% -
Number of hourly rates quoted 10 14 12
Glasgow median hourly rate £13.00 £18.25 £13.25
Median hourly rate % change year-on-year -28.77% +37.74% -49.47%
10th Percentile £10.70 £10.23 £9.25
90th Percentile £33.90 £27.10 £39.43
Scotland median hourly rate £17.50 £24.00 £36.00
% change year-on-year -27.08% -33.33% +100.00%

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 20 October 2018.

Contractor daily rate histogram for Derivative in Glasgow

For the 6 months to 20 October 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 19 (100.00%) Java
2 18 (94.74%) Python
3 17 (89.47%) Finance
4 13 (68.42%) OO
4 13 (68.42%) Oracle
5 12 (63.16%) Reference Data
6 11 (57.89%) Agile Software Development
7 10 (52.63%) C++
8 9 (47.37%) Analytical Skills
8 9 (47.37%) Problem-Solving
9 8 (42.11%) Hibernate
9 8 (42.11%) OOP
9 8 (42.11%) JMS
9 8 (42.11%) SOAP
9 8 (42.11%) XML
9 8 (42.11%) Data Analysis
9 8 (42.11%) Spring
9 8 (42.11%) XPath
9 8 (42.11%) Apache MINA
9 8 (42.11%) Apache Camel
10 7 (36.84%) Oracle BPM
10 7 (36.84%) AquaLogic BPM
10 7 (36.84%) BPMN
10 7 (36.84%) Equity Derivative
10 7 (36.84%) Front Office
10 7 (36.84%) Scrum
10 7 (36.84%) Self-Motivation
11 6 (31.58%) Relational Database
11 6 (31.58%) Mentoring
12 5 (26.32%) Oracle Database

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 (15.79%) Oracle SOA Suite
Business Applications
1 7 (36.84%) AquaLogic BPM
1 7 (36.84%) Oracle BPM
Database & Business Intelligence
1 6 (31.58%) Relational Database
2 5 (26.32%) Oracle Database
3 4 (21.05%) RDBMS
4 3 (15.79%) Hadoop
5 1 (5.26%) DB2
Development Applications
1 5 (26.32%) Visual Studio
General
1 17 (89.47%) Finance
2 7 (36.84%) Front Office
Job Titles
1 17 (89.47%) Developer
2 10 (52.63%) Java Developer
3 5 (26.32%) Python Developer
4 3 (15.79%) Hadoop Developer
4 3 (15.79%) Oracle Developer
4 3 (15.79%) SQL Developer
5 2 (10.53%) Angular Developer
5 2 (10.53%) Django Developer
5 2 (10.53%) Python/Django Developer
5 2 (10.53%) Senior Systems Engineer
5 2 (10.53%) Systems Engineer
6 1 (5.26%) C# Developer
6 1 (5.26%) C++ Developer
6 1 (5.26%) Java Engineer
6 1 (5.26%) Senior Developer
6 1 (5.26%) Senior Java Developer
6 1 (5.26%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 8 (42.11%) Apache Camel
1 8 (42.11%) Apache MINA
1 8 (42.11%) Hibernate
1 8 (42.11%) JMS
1 8 (42.11%) SOAP
1 8 (42.11%) Spring
1 8 (42.11%) XML
2 5 (26.32%) DAO
3 2 (10.53%) AngularJS
3 2 (10.53%) Django
Miscellaneous
1 12 (63.16%) Reference Data
2 9 (47.37%) Analytical Skills
3 7 (36.84%) Equity Derivative
3 7 (36.84%) Self-Motivation
4 4 (21.05%) OTC Derivatives
4 4 (21.05%) Virtual Team
5 3 (15.79%) Greenfield Project
6 2 (10.53%) Computer Science
6 2 (10.53%) Credit Risk
7 1 (5.26%) DTCC
7 1 (5.26%) Eurex
Operating Systems
1 1 (5.26%) Linux
1 1 (5.26%) Unix
Processes & Methodologies
1 13 (68.42%) OO
2 11 (57.89%) Agile Software Development
3 9 (47.37%) Problem-Solving
4 8 (42.11%) Data Analysis
4 8 (42.11%) OOP
5 7 (36.84%) BPMN
5 7 (36.84%) Scrum
6 6 (31.58%) Mentoring
7 5 (26.32%) Continuous Deployment
7 5 (26.32%) Data Modelling
7 5 (26.32%) Domain Models
7 5 (26.32%) SDLC
8 4 (21.05%) Refactoring
9 3 (15.79%) Migration
9 3 (15.79%) OOD
9 3 (15.79%) Risk Management
9 3 (15.79%) SOA
10 2 (10.53%) Physics
10 2 (10.53%) Requirements Analysis
11 1 (5.26%) Asset Management
Programming Languages
1 19 (100.00%) Java
2 18 (94.74%) Python
3 10 (52.63%) C++
4 8 (42.11%) XPath
5 5 (26.32%) C#
5 5 (26.32%) SQL
6 3 (15.79%) C
Qualifications
1 2 (10.53%) Computer Science Degree
1 2 (10.53%) Degree
Vendors
1 13 (68.42%) Oracle
2 1 (5.26%) Sybase