Period
to 15 June 2019

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for OO skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited OO over the 6 months to 15 June 2019 with a comparison to the same period in 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.

Object-Oriented (OO)
Scotland > Glasgow
6 months to
15 Jun 2019
Same period 2018 Same period 2017
Rank 76 35 23
Rank change year-on-year -41 -12 +2
Contract jobs citing OO 30 90 84
As % of all contract IT jobs advertised in Glasgow 2.06% 5.73% 7.29%
As % of the Processes & Methodologies category 2.31% 6.63% 8.36%
Number of daily rates quoted 10 45 21
Glasgow median daily rate £388 £400 £350
Median daily rate % change year-on-year -3.13% +14.29% -6.67%
10th Percentile £313 £311 £290
90th Percentile £451 £538 £425
Scotland median daily rate £388 £400 £375
% change year-on-year -3.13% +6.67% -5.06%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate £44.00 - -

OO is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,301 1,357 1,005
As % of all contract IT jobs advertised in Glasgow 89.23% 86.43% 87.24%
Number of daily rates quoted 786 814 536
Glasgow median daily rate £425 £390 £370
Median daily rate % change year-on-year +8.97% +5.41% +5.71%
10th Percentile £273 £263 £245
90th Percentile £588 £529 £475
Scotland median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 44 26 10
Glasgow median hourly rate £25.25 £15.43 £17.36
Median hourly rate % change year-on-year +63.64% -11.09% -44.46%
10th Percentile £12.63 £10.35 £14.42
90th Percentile £39.28 £35.00 £41.03
Scotland median hourly rate £23.13 £18.50 £27.50
% change year-on-year +25.00% -32.73% -23.61%

OO
Job Vacancy Trend in Glasgow

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

Job vacancy trend for OO in Glasgow

OO
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for OO in Glasgow

OO
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing OO in Glasgow over the 6 months to 15 June 2019.

Contractor daily rate histogram for OO in Glasgow

OO
Contractor Hourly Rate Trend in Glasgow

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing OO in Glasgow.

Contractor hourly rate trend for OO in Glasgow

For the 6 months to 15 June 2019, IT contractor jobs citing OO 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 OO.

1 19 (63.33%) Relational Database
2 15 (50.00%) JavaScript
3 14 (46.67%) Java
3 14 (46.67%) RDBMS
4 12 (40.00%) Agile Software Development
4 12 (40.00%) NoSQL
5 11 (36.67%) AngularJS
5 11 (36.67%) Unix
5 11 (36.67%) Problem-Solving
6 10 (33.33%) Impala
6 10 (33.33%) Apache Spark
6 10 (33.33%) Algorithms
6 10 (33.33%) Python
6 10 (33.33%) Machine Learning
6 10 (33.33%) Apache Hive
6 10 (33.33%) Scala
6 10 (33.33%) Hadoop
7 9 (30.00%) CouchDB
7 9 (30.00%) Microsoft Azure
7 9 (30.00%) Amazon AWS
7 9 (30.00%) Data Protection
7 9 (30.00%) Django
7 9 (30.00%) MongoDB
7 9 (30.00%) Apache Cassandra
7 9 (30.00%) Cloud Computing
7 9 (30.00%) NumPy
7 9 (30.00%) R
7 9 (30.00%) Natural Language Processing
7 9 (30.00%) MapReduce
7 9 (30.00%) Deep Learning

OO
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 10 (33.33%) Apache Spark
2 2 (6.67%) Anypoint
3 1 (3.33%) Jupyter
3 1 (3.33%) Mule
Applications
1 1 (3.33%) MS Visio
Cloud Services
1 9 (30.00%) Amazon AWS
1 9 (30.00%) Cloud Computing
1 9 (30.00%) Microsoft Azure
Database & Business Intelligence
1 19 (63.33%) Relational Database
2 14 (46.67%) RDBMS
3 12 (40.00%) NoSQL
4 10 (33.33%) Apache Hive
4 10 (33.33%) Hadoop
4 10 (33.33%) Impala
5 9 (30.00%) Apache Cassandra
5 9 (30.00%) CouchDB
5 9 (30.00%) MongoDB
6 4 (13.33%) Big Data
7 2 (6.67%) SQL Server
8 1 (3.33%) Apache Zeppelin
8 1 (3.33%) MariaDB
8 1 (3.33%) MySQL
8 1 (3.33%) Pentaho
8 1 (3.33%) PostgreSQL
Development Applications
1 4 (13.33%) Git (software)
2 3 (10.00%) JUnit
2 3 (10.00%) Selenium
3 2 (6.67%) Cucumber
3 2 (6.67%) Gradle
3 2 (6.67%) Jenkins
3 2 (6.67%) Maven
3 2 (6.67%) SoapUI
3 2 (6.67%) Subversion
4 1 (3.33%) JMeter
4 1 (3.33%) Mockito
General
1 4 (13.33%) Banking
2 1 (3.33%) Finance
2 1 (3.33%) Games
2 1 (3.33%) Investment Banking
Job Titles
1 27 (90.00%) Developer
2 9 (30.00%) Python Developer
3 7 (23.33%) Hadoop Developer
3 7 (23.33%) Scala Developer
4 6 (20.00%) Java Developer
5 5 (16.67%) Senior Developer
6 3 (10.00%) Android Developer
6 3 (10.00%) Senior Java Developer
7 2 (6.67%) Big Data Developer
7 2 (6.67%) HTML CSS Developer
7 2 (6.67%) HTML Developer
7 2 (6.67%) iOS Developer
7 2 (6.67%) PHP Developer
8 1 (3.33%) Big Data Engineer
8 1 (3.33%) C# .NET Developer
8 1 (3.33%) Data Engineer
8 1 (3.33%) Java Scala Developer
8 1 (3.33%) Objective-C Developer
8 1 (3.33%) Senior Java Scala Developer
8 1 (3.33%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 11 (36.67%) AngularJS
2 9 (30.00%) Django
2 9 (30.00%) Flask
2 9 (30.00%) MLlib
2 9 (30.00%) Natural Language Processing
2 9 (30.00%) NumPy
2 9 (30.00%) Pyramid
2 9 (30.00%) scikit-learn
3 6 (20.00%) HTML
3 6 (20.00%) HTML5
3 6 (20.00%) XML
4 5 (16.67%) CSS
4 5 (16.67%) JSON
5 4 (13.33%) SOAP
6 3 (10.00%) J2EE
6 3 (10.00%) jQuery
6 3 (10.00%) REST
6 3 (10.00%) Spring
6 3 (10.00%) Web Services
7 2 (6.67%) Akka
Miscellaneous
1 10 (33.33%) Algorithms
2 4 (13.33%) Mobile App
3 2 (6.67%) Greenfield Project
3 2 (6.67%) Virtual Team
4 1 (3.33%) Animation
4 1 (3.33%) Data Structures
4 1 (3.33%) Enterprise Software
4 1 (3.33%) User Experience
Operating Systems
1 11 (36.67%) Unix
2 4 (13.33%) Android
3 3 (10.00%) Linux
4 2 (6.67%) Apple iOS
5 1 (3.33%) Mac OS
Processes & Methodologies
1 12 (40.00%) Agile Software Development
2 11 (36.67%) Problem-Solving
3 10 (33.33%) Machine Learning
4 9 (30.00%) Data Protection
4 9 (30.00%) Decision Tree
4 9 (30.00%) Deep Learning
4 9 (30.00%) MapReduce
4 9 (30.00%) OOP
5 4 (13.33%) ETL
6 3 (10.00%) Android Development
7 2 (6.67%) BDD
7 2 (6.67%) Computer Science
7 2 (6.67%) iOS Development
7 2 (6.67%) Manual Testing
7 2 (6.67%) Mobile Development
7 2 (6.67%) OO PHP
7 2 (6.67%) SDLC
7 2 (6.67%) Stakeholder Management
7 2 (6.67%) Test Automation
7 2 (6.67%) Unit Testing
Programming Languages
1 15 (50.00%) JavaScript
2 14 (46.67%) Java
3 10 (33.33%) Python
3 10 (33.33%) Scala
4 9 (30.00%) R
5 8 (26.67%) SQL
6 2 (6.67%) Apple Swift
6 2 (6.67%) C#
6 2 (6.67%) C++
6 2 (6.67%) ES6
6 2 (6.67%) Kotlin
6 2 (6.67%) Objective-C
6 2 (6.67%) Perl
6 2 (6.67%) PHP
7 1 (3.33%) Shell Script
7 1 (3.33%) VB
Qualifications
1 3 (10.00%) Degree
2 1 (3.33%) Computer Science Degree
System Software
1 9 (30.00%) HDFS
Systems Management
1 1 (3.33%) Control-M
Vendors
1 7 (23.33%) Oracle
2 2 (6.67%) Charles River
2 2 (6.67%) MuleSoft
2 2 (6.67%) Sybase
3 1 (3.33%) Apple
3 1 (3.33%) Informatica
3 1 (3.33%) Microsoft