Period
to 18 July 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 18 July 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
18 Jul 2018
Same period 2017 Same period 2016
Rank 31 25 24
Rank change year-on-year -6 -1 +16
Contract jobs citing OO 103 87 91
As % of all contract IT jobs advertised in Glasgow 5.87% 6.86% 7.03%
As % of the Processes & Methodologies category 6.70% 7.89% 8.27%
Number of daily rates quoted 56 22 53
Glasgow median daily rate £400 £373 £375
Median daily rate % change year-on-year +7.38% -0.67% -6.25%
10th Percentile £311 £292 £237
90th Percentile £538 £471 £450
Scotland median daily rate £400 £375 £380
% change year-on-year +6.67% -1.32% -1.94%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - £41.25

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 1,538 1,102 1,100
As % of all contract IT jobs advertised in Glasgow 87.69% 86.84% 85.01%
Number of daily rates quoted 924 583 622
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -6.67%
10th Percentile £263 £258 £215
90th Percentile £538 £488 £475
Scotland median daily rate £400 £379 £375
% change year-on-year +5.61% +1.00% -
Number of hourly rates quoted 31 16 10
Glasgow median hourly rate £15.86 £15.94 £22.00
Median hourly rate % change year-on-year -0.50% -27.55% -24.79%
10th Percentile £10.75 £13.25 £9.25
90th Percentile £35.00 £37.75 £36.93
Scotland median hourly rate £17.50 £27.50 £36.00
% change year-on-year -36.36% -23.61% +31.05%

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 18 July 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 18 July 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 72 (69.90%) Java
2 62 (60.19%) Agile Software Development
3 45 (43.69%) SQL
4 41 (39.81%) Python
5 36 (34.95%) JavaScript
6 35 (33.98%) Spring
6 35 (33.98%) Relational Database
7 34 (33.01%) Scrum
8 31 (30.10%) Unix
9 30 (29.13%) OOP
9 30 (29.13%) AngularJS
10 29 (28.16%) Problem-Solving
11 28 (27.18%) Oracle
11 28 (27.18%) Finance
12 26 (25.24%) SOAP
13 25 (24.27%) Analytical Skills
14 24 (23.30%) XML
15 23 (22.33%) Hibernate
15 23 (22.33%) Test Automation
16 21 (20.39%) Jenkins
16 21 (20.39%) Linux
16 21 (20.39%) C++
17 20 (19.42%) JSON
18 19 (18.45%) TDD
18 19 (18.45%) SDLC
19 18 (17.48%) Git (software)
19 18 (17.48%) C#
19 18 (17.48%) .NET
20 17 (16.50%) Maven
21 16 (15.53%) Derivative

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 7 (6.80%) Oracle SOA Suite
2 4 (3.88%) Elasticsearch
3 2 (1.94%) WebLogic
4 1 (0.97%) Apache Airflow
4 1 (0.97%) Apache Spark
4 1 (0.97%) JBoss
4 1 (0.97%) Jetty
4 1 (0.97%) Tomcat
Applications
1 1 (0.97%) Microsoft Project
Business Applications
1 5 (4.85%) AquaLogic BPM
1 5 (4.85%) Oracle BPM
Cloud Services
1 13 (12.62%) Microsoft Azure
2 6 (5.83%) Amazon AWS
3 1 (0.97%) GitHub
Database & Business Intelligence
1 35 (33.98%) Relational Database
2 16 (15.53%) RDBMS
3 12 (11.65%) SQL Server
4 7 (6.80%) Hadoop
5 5 (4.85%) NoSQL
5 5 (4.85%) Oracle Database
6 4 (3.88%) SQL Server 2014
7 3 (2.91%) Neo4j
7 3 (2.91%) OrientDB
7 3 (2.91%) Pentaho
8 2 (1.94%) Big Data
8 2 (1.94%) DB2
9 1 (0.97%) Azkaban
9 1 (0.97%) HDInsight
9 1 (0.97%) Oracle Database 10g
9 1 (0.97%) Oracle Database 11g
9 1 (0.97%) SQL Server 2012
9 1 (0.97%) SQL Server Analysis Services
9 1 (0.97%) SQL Server Integration Services
9 1 (0.97%) SQL Server Reporting Services
Development Applications
1 21 (20.39%) Jenkins
2 18 (17.48%) Git (software)
3 17 (16.50%) Maven
4 11 (10.68%) JUnit
5 8 (7.77%) Gradle
5 8 (7.77%) JIRA
5 8 (7.77%) Selenium
6 7 (6.80%) Eclipse
6 7 (6.80%) JProfiler
6 7 (6.80%) SpecFlow
6 7 (6.80%) WebDriver
7 4 (3.88%) Team Foundation Server
7 4 (3.88%) webpack
8 2 (1.94%) Ant
8 2 (1.94%) Hudson
9 1 (0.97%) jMock
9 1 (0.97%) LoadRunner
9 1 (0.97%) Mercurial
9 1 (0.97%) Subversion
9 1 (0.97%) Visual Studio
General
1 28 (27.18%) Finance
2 5 (4.85%) Front Office
3 2 (1.94%) Banking
4 1 (0.97%) Investment Banking
4 1 (0.97%) Retail
Job Titles
1 88 (85.44%) Developer
2 47 (45.63%) Java Developer
3 19 (18.45%) Python Developer
4 9 (8.74%) .NET Developer
5 6 (5.83%) Automation Tester
5 6 (5.83%) C# Developer
5 6 (5.83%) Tester
6 5 (4.85%) Angular Developer
6 5 (4.85%) ASP.NET MVC Developer
6 5 (4.85%) C# .NET Developer
6 5 (4.85%) SQL Developer
7 4 (3.88%) ASP.NET Developer
7 4 (3.88%) C# ASP.NET Developer
7 4 (3.88%) UI Developer
8 3 (2.91%) Analyst
8 3 (2.91%) Hadoop Developer
8 3 (2.91%) Oracle Developer
8 3 (2.91%) Scala Developer
9 2 (1.94%) Android Developer
9 2 (1.94%) Architect
Libraries, Frameworks & Software Standards
1 35 (33.98%) Spring
2 30 (29.13%) AngularJS
3 26 (25.24%) SOAP
4 24 (23.30%) XML
5 23 (22.33%) Hibernate
6 20 (19.42%) JSON
7 18 (17.48%) .NET
8 16 (15.53%) HTML
9 14 (13.59%) RESTful
10 13 (12.62%) CSS
10 13 (12.62%) J2EE
10 13 (12.62%) jQuery
11 12 (11.65%) HTML5
12 11 (10.68%) Web Services
13 10 (9.71%) REST
14 8 (7.77%) Ajax
14 8 (7.77%) Apache Camel
14 8 (7.77%) Apache MINA
14 8 (7.77%) JMS
14 8 (7.77%) XSLT
Miscellaneous
1 25 (24.27%) Analytical Skills
2 16 (15.53%) Derivative
3 8 (7.77%) Computer Science
3 8 (7.77%) OTC Derivatives
4 6 (5.83%) Greenfield Project
4 6 (5.83%) Self-Motivation
5 5 (4.85%) Reference Data
6 4 (3.88%) Credit Risk
6 4 (3.88%) Equity Derivative
7 2 (1.94%) Data Structures
7 2 (1.94%) Enterprise Software
7 2 (1.94%) Management Information System
7 2 (1.94%) Mobile App
8 1 (0.97%) Algorithms
8 1 (0.97%) DTCC
8 1 (0.97%) Eurex
8 1 (0.97%) Foreign Exchange (FX)
8 1 (0.97%) Market Risk
8 1 (0.97%) User Experience
Operating Systems
1 31 (30.10%) Unix
2 21 (20.39%) Linux
3 2 (1.94%) Android
4 1 (0.97%) Windows
Processes & Methodologies
1 62 (60.19%) Agile Software Development
2 34 (33.01%) Scrum
3 30 (29.13%) OOP
4 29 (28.16%) Problem-Solving
5 23 (22.33%) Test Automation
6 19 (18.45%) SDLC
6 19 (18.45%) TDD
7 13 (12.62%) OOD
8 11 (10.68%) Continuous Integration
8 11 (10.68%) MVC
8 11 (10.68%) Stakeholder Management
9 10 (9.71%) Data Analysis
9 10 (9.71%) Data Modelling
9 10 (9.71%) Unit Testing
10 9 (8.74%) BDD
11 7 (6.80%) Functional Testing
11 7 (6.80%) Integration Testing
11 7 (6.80%) Kanban
11 7 (6.80%) SOA
11 7 (6.80%) User Acceptance Testing
Programming Languages
1 72 (69.90%) Java
2 45 (43.69%) SQL
3 41 (39.81%) Python
4 36 (34.95%) JavaScript
5 21 (20.39%) C++
6 18 (17.48%) C#
7 9 (8.74%) Shell Script
8 8 (7.77%) Perl
8 8 (7.77%) XPath
9 6 (5.83%) Kotlin
10 5 (4.85%) Java 8
10 5 (4.85%) Scala
11 4 (3.88%) C
12 1 (0.97%) T-SQL
Qualifications
1 5 (4.85%) Degree
2 4 (3.88%) ISEB
2 4 (3.88%) ISTQB
2 4 (3.88%) ISTQB Foundation Certification
3 2 (1.94%) Computer Science Degree
3 2 (1.94%) TOGAF Certification
4 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 8 (7.77%) QA
System Software
1 1 (0.97%) HDFS
Systems Management
1 3 (2.91%) Control-M
Vendors
1 28 (27.18%) Oracle
2 9 (8.74%) Perforce
3 4 (3.88%) Capita
3 4 (3.88%) Microsoft
4 3 (2.91%) Informatica
5 2 (1.94%) Sybase
5 2 (1.94%) TIBCO
6 1 (0.97%) Salesforce.com
6 1 (0.97%) Tableau
6 1 (0.97%) Xamarin