Period
to 13 December 2018

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 13 December 2018 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
13 Dec 2018
Same period 2017 Same period 2016
Rank 50 42 35
Rank change year-on-year -8 -7 +20
Contract jobs citing OO 75 58 56
As % of all contract IT jobs advertised in Glasgow 4.35% 4.58% 4.93%
As % of the Processes & Methodologies category 4.83% 5.20% 5.73%
Number of daily rates quoted 40 23 31
Glasgow median daily rate £413 £380 £350
Median daily rate % change year-on-year +8.62% +8.57% -
10th Percentile £337 £376 £265
90th Percentile £538 £475 £450
Scotland median daily rate £413 £380 £360
% change year-on-year +8.55% +5.56% -4.00%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate £44.00 - £43.50

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 1,553 1,115 977
As % of all contract IT jobs advertised in Glasgow 90.08% 88.07% 86.08%
Number of daily rates quoted 912 621 498
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £263 £255 £213
90th Percentile £538 £500 £459
Scotland median daily rate £400 £390 £363
% change year-on-year +2.56% +7.59% -3.33%
Number of hourly rates quoted 33 37 21
Glasgow median hourly rate £25.00 £24.00 £21.00
Median hourly rate % change year-on-year +4.17% +14.29% -28.46%
10th Percentile £13.00 £10.00 £10.00
90th Percentile £42.91 £34.05 £45.75
Scotland median hourly rate £23.50 £23.25 £21.00
% change year-on-year +1.08% +10.71% +3.70%

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 13 December 2018.

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 13 December 2018, 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 59 (78.67%) Agile Software Development
2 51 (68.00%) Java
3 35 (46.67%) SQL
4 32 (42.67%) Finance
5 29 (38.67%) HTML
6 27 (36.00%) Jenkins
7 26 (34.67%) Git (software)
7 26 (34.67%) OOP
8 24 (32.00%) CSS
8 24 (32.00%) Scrum
9 23 (30.67%) Oracle
9 23 (30.67%) Test Automation
9 23 (30.67%) HTML5
10 22 (29.33%) Spring
11 21 (28.00%) Relational Database
12 20 (26.67%) JIRA
12 20 (26.67%) JavaScript
13 19 (25.33%) Unix
13 19 (25.33%) Python
13 19 (25.33%) AngularJS
14 18 (24.00%) XML
14 18 (24.00%) ETL
15 17 (22.67%) SOAP
15 17 (22.67%) Linux
15 17 (22.67%) Continuous Integration
15 17 (22.67%) Problem-Solving
16 16 (21.33%) Selenium
17 15 (20.00%) CSS3
17 15 (20.00%) React
17 15 (20.00%) Spring Boot

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 12 (16.00%) Cloud Foundry
2 5 (6.67%) Tomcat
3 4 (5.33%) WebSphere
4 3 (4.00%) CMS
4 3 (4.00%) Drupal
5 2 (2.67%) Oracle SOA Suite
5 2 (2.67%) WebLogic
6 1 (1.33%) Apache Airflow
6 1 (1.33%) Apache Spark
6 1 (1.33%) JBoss
6 1 (1.33%) Jetty
6 1 (1.33%) OpenStack
Applications
1 1 (1.33%) Microsoft Excel
Business Applications
1 7 (9.33%) AquaLogic BPM
1 7 (9.33%) Oracle BPM
2 1 (1.33%) Dynamics AX
2 1 (1.33%) Dynamics CRM
Cloud Services
1 5 (6.67%) Microsoft Azure
2 2 (2.67%) Amazon AWS
2 2 (2.67%) GitHub
3 1 (1.33%) Dynamics 365
3 1 (1.33%) npm
Communications & Networking
1 1 (1.33%) DHCP
1 1 (1.33%) DNS
Database & Business Intelligence
1 21 (28.00%) Relational Database
2 7 (9.33%) Pentaho
3 6 (8.00%) DB2
3 6 (8.00%) NoSQL
3 6 (8.00%) RDBMS
4 5 (6.67%) SQL Server
5 4 (5.33%) Hadoop
6 2 (2.67%) MySQL
7 1 (1.33%) Azkaban
7 1 (1.33%) Big Data
7 1 (1.33%) BusinessObjects
7 1 (1.33%) HDInsight
7 1 (1.33%) KDB
7 1 (1.33%) MongoDB
7 1 (1.33%) Oracle Database
7 1 (1.33%) PostgreSQL
7 1 (1.33%) SQL Server 2012
7 1 (1.33%) SQL Server Analysis Services
7 1 (1.33%) SQL Server Integration Services
7 1 (1.33%) SQL Server Reporting Services
Development Applications
1 27 (36.00%) Jenkins
2 26 (34.67%) Git (software)
3 20 (26.67%) JIRA
4 16 (21.33%) Selenium
5 13 (17.33%) Maven
6 12 (16.00%) FitNesse
7 7 (9.33%) JUnit
8 5 (6.67%) Ant
9 4 (5.33%) Bitbucket
9 4 (5.33%) IntelliJ
10 3 (4.00%) Cucumber
10 3 (4.00%) Gradle
10 3 (4.00%) Grunt
10 3 (4.00%) gulp
10 3 (4.00%) Subversion
10 3 (4.00%) webpack
11 2 (2.67%) Axure RP
11 2 (2.67%) Eclipse
11 2 (2.67%) Hudson
12 1 (1.33%) SpecFlow
General
1 32 (42.67%) Finance
2 7 (9.33%) Front Office
3 3 (4.00%) Banking
4 2 (2.67%) Games
Job Titles
1 70 (93.33%) Developer
2 33 (44.00%) Java Developer
3 9 (12.00%) Full Stack Developer
4 7 (9.33%) Python Developer
4 7 (9.33%) React Developer
5 6 (8.00%) Angular Developer
5 6 (8.00%) Applications Developer
5 6 (8.00%) UI Developer
6 4 (5.33%) Lead Developer
6 4 (5.33%) Lead Java Developer
6 4 (5.33%) SQL Developer
7 3 (4.00%) Oracle Developer
7 3 (4.00%) Senior Developer
7 3 (4.00%) Senior Java Developer
8 2 (2.67%) .NET Developer
8 2 (2.67%) Cloud Developer
8 2 (2.67%) Mobile Applications Developer
8 2 (2.67%) Mobile Developer
8 2 (2.67%) Software Developer
8 2 (2.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 29 (38.67%) HTML
2 24 (32.00%) CSS
3 23 (30.67%) HTML5
4 22 (29.33%) Spring
5 19 (25.33%) AngularJS
6 18 (24.00%) XML
7 17 (22.67%) SOAP
8 15 (20.00%) CSS3
8 15 (20.00%) React
8 15 (20.00%) Spring Boot
9 13 (17.33%) Hibernate
10 12 (16.00%) Enzyme
10 12 (16.00%) Jest
10 12 (16.00%) Redux
11 9 (12.00%) JMS
11 9 (12.00%) RESTful
12 8 (10.67%) JSON
13 7 (9.33%) Apache Camel
13 7 (9.33%) Apache MINA
13 7 (9.33%) J2EE
Miscellaneous
1 14 (18.67%) Analytical Skills
2 10 (13.33%) Greenfield Project
3 7 (9.33%) Derivative
3 7 (9.33%) Reference Data
3 7 (9.33%) Self-Motivation
3 7 (9.33%) User Experience
4 4 (5.33%) Cloud Native
4 4 (5.33%) Private Cloud
5 3 (4.00%) Mobile App
6 2 (2.67%) Credit Risk
6 2 (2.67%) Equity Derivative
6 2 (2.67%) OTC Derivatives
7 1 (1.33%) Algorithms
7 1 (1.33%) Cyberthreat
7 1 (1.33%) Data Structures
7 1 (1.33%) DTCC
7 1 (1.33%) Enterprise Software
7 1 (1.33%) Eurex
7 1 (1.33%) Virtual Team
Operating Systems
1 19 (25.33%) Unix
2 17 (22.67%) Linux
3 1 (1.33%) Red Hat Enterprise Linux
3 1 (1.33%) Solaris
Processes & Methodologies
1 59 (78.67%) Agile Software Development
2 26 (34.67%) OOP
3 24 (32.00%) Scrum
4 23 (30.67%) Test Automation
5 18 (24.00%) ETL
6 17 (22.67%) Continuous Integration
6 17 (22.67%) Problem-Solving
7 13 (17.33%) Analytics
7 13 (17.33%) Microservices
8 12 (16.00%) SDLC
9 11 (14.67%) Regression Testing
9 11 (14.67%) TDD
10 10 (13.33%) Release Management
10 10 (13.33%) Software Delivery
11 9 (12.00%) OOD
12 8 (10.67%) Stakeholder Management
13 7 (9.33%) BPMN
13 7 (9.33%) Data Analysis
13 7 (9.33%) Mentoring
14 5 (6.67%) DevOps
Programming Languages
1 51 (68.00%) Java
2 35 (46.67%) SQL
3 20 (26.67%) JavaScript
4 19 (25.33%) Python
5 12 (16.00%) ES6
6 10 (13.33%) C++
7 8 (10.67%) Shell Script
8 7 (9.33%) XPath
9 6 (8.00%) C
9 6 (8.00%) C#
10 5 (6.67%) Java 8
10 5 (6.67%) Perl
11 4 (5.33%) R
12 3 (4.00%) Kotlin
12 3 (4.00%) PHP
12 3 (4.00%) T-SQL
13 1 (1.33%) Bash Shell
13 1 (1.33%) PowerShell
13 1 (1.33%) Ruby
13 1 (1.33%) VBA
Qualifications
1 2 (2.67%) Computer Science Degree
1 2 (2.67%) Degree
2 1 (1.33%) ISEB
2 1 (1.33%) ISTQB
2 1 (1.33%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 1 (1.33%) QA
System Software
1 1 (1.33%) HDFS
1 1 (1.33%) NFS
Systems Management
1 3 (4.00%) Control-M
2 1 (1.33%) Ansible
2 1 (1.33%) Opscode Chef
2 1 (1.33%) Puppet
Vendors
1 23 (30.67%) Oracle
2 3 (4.00%) IBM
2 3 (4.00%) Informatica
3 2 (2.67%) Microsoft
3 2 (2.67%) Perforce
4 1 (1.33%) Charles River
4 1 (1.33%) Red Hat
4 1 (1.33%) Salesforce.com
4 1 (1.33%) Sybase
4 1 (1.33%) Tableau
4 1 (1.33%) TIBCO