Period
to 21 May 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Multithreading skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Multithreading over the 6 months to 21 May 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Scotland > Glasgow
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 82 79 91
Rank change year-on-year -3 +12 +14
Permanent jobs citing Multithreading 89 57 73
As % of all permanent IT jobs advertised in Glasgow 3.65% 2.93% 2.78%
As % of the Processes & Methodologies category 3.85% 3.15% 2.98%
Number of salaries quoted 64 31 9
Glasgow median annual salary £52,500 £70,000 £50,000
Median salary % change year-on-year -25.00% +40.00% +11.11%
10th Percentile £37,500 £51,250 £35,250
90th Percentile £68,875 £76,250 £63,000
Scotland median annual salary £52,500 £70,000 £42,500
% change year-on-year -25.00% +64.71% -5.56%

Multithreading is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 2,314 1,811 2,448
As % of all permanent IT jobs advertised in Glasgow 94.91% 93.06% 93.29%
Number of salaries quoted 1,675 1,112 1,422
Glasgow median annual salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.56% +3.45% +2.35%
10th Percentile £31,250 £29,275 £27,500
90th Percentile £70,000 £68,750 £62,500
Scotland median annual salary £45,000 £45,000 £45,000

Multithreading
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Multithreading in Glasgow

Multithreading
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Multithreading in Glasgow.

Salary trend for Multithreading in Glasgow

Multithreading
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Multithreading in Glasgow over the 6 months to 21 May 2018.

Salary histogram for Multithreading in Glasgow

For the 6 months to 21 May 2018, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Multithreading.

1 74 (83.15%) Java
2 68 (76.40%) TDD
3 56 (62.92%) Agile Software Development
3 56 (62.92%) Concurrent Programming
4 47 (52.81%) Spring
5 46 (51.69%) Python
6 44 (49.44%) Scrum
7 41 (46.07%) Hibernate
7 41 (46.07%) BDD
8 40 (44.94%) SQL
9 39 (43.82%) Test Automation
10 35 (39.33%) Big Data
11 30 (33.71%) NoSQL
12 28 (31.46%) Software Delivery
13 24 (26.97%) MongoDB
14 22 (24.72%) Apache Cassandra
15 21 (23.60%) Ruby
16 20 (22.47%) Oracle
17 19 (21.35%) HTML
17 19 (21.35%) JavaScript
17 19 (21.35%) HTML5
17 19 (21.35%) Cucumber
18 18 (20.22%) Machine Learning
18 18 (20.22%) Robotics
18 18 (20.22%) Selenium
18 18 (20.22%) FitNesse
19 17 (19.10%) Tomcat
19 17 (19.10%) JBoss
19 17 (19.10%) Redis
19 17 (19.10%) Riak

Multithreading
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 17 (19.10%) JBoss
1 17 (19.10%) Tomcat
2 16 (17.98%) Jetty
2 16 (17.98%) WebLogic
3 5 (5.62%) Apache Spark
3 5 (5.62%) WebSphere
4 2 (2.25%) Elasticsearch
4 2 (2.25%) Oracle Coherence
5 1 (1.12%) Apache
5 1 (1.12%) Apache Qpid
5 1 (1.12%) IIS
5 1 (1.12%) nginx
5 1 (1.12%) OpenStack
5 1 (1.12%) Tornado
Cloud Services
1 10 (11.24%) Amazon AWS
1 10 (11.24%) Microsoft Azure
2 9 (10.11%) Amazon SQS
3 8 (8.99%) Google Cloud Platform
4 2 (2.25%) Cloud Computing
Communications & Networking
1 8 (8.99%) HTTP
2 5 (5.62%) AMQP
3 1 (1.12%) Internet
Database & Business Intelligence
1 35 (39.33%) Big Data
2 30 (33.71%) NoSQL
3 24 (26.97%) MongoDB
4 22 (24.72%) Apache Cassandra
5 17 (19.10%) Couchbase
5 17 (19.10%) Hadoop
5 17 (19.10%) Redis
5 17 (19.10%) Riak
6 16 (17.98%) Oracle Database
7 9 (10.11%) Cosmos DB
7 9 (10.11%) CouchDB
8 5 (5.62%) Relational Database
9 3 (3.37%) DB2
9 3 (3.37%) RDBMS
9 3 (3.37%) SQL Server
10 2 (2.25%) Oracle Database 10g
10 2 (2.25%) Oracle Database 11g
11 1 (1.12%) MariaDB
Development Applications
1 19 (21.35%) Cucumber
2 18 (20.22%) FitNesse
2 18 (20.22%) Selenium
3 17 (19.10%) Vagrant
4 10 (11.24%) Git (software)
5 7 (7.87%) JUnit
6 5 (5.62%) Maven
7 4 (4.49%) Mockito
8 3 (3.37%) Jenkins
9 2 (2.25%) Eclipse
9 2 (2.25%) Hudson
9 2 (2.25%) IntelliJ
9 2 (2.25%) JIRA
9 2 (2.25%) Visual Studio
10 1 (1.12%) Ant
10 1 (1.12%) Gatling
10 1 (1.12%) Gradle
10 1 (1.12%) JMeter
10 1 (1.12%) Mercurial
10 1 (1.12%) Subversion
General
1 15 (16.85%) Finance
2 8 (8.99%) Banking
3 4 (4.49%) Investment Banking
4 1 (1.12%) Games
Job Titles
1 76 (85.39%) Developer
2 51 (57.30%) Java Developer
3 36 (40.45%) Senior Developer
4 21 (23.60%) Senior Java Developer
5 17 (19.10%) Python Developer
6 12 (13.48%) Senior Python Developer
7 8 (8.99%) Software Engineer
8 6 (6.74%) Java Engineer
8 6 (6.74%) Lead Developer
9 5 (5.62%) .NET Developer
9 5 (5.62%) Java Software Engineer
10 4 (4.49%) C++ Developer
10 4 (4.49%) Lead Java Developer
10 4 (4.49%) Python Engineer
10 4 (4.49%) Python Software Engineer
10 4 (4.49%) Software Developer
11 3 (3.37%) .NET Software Developer
11 3 (3.37%) Senior .NET Developer
11 3 (3.37%) Senior .NET Software Developer
11 3 (3.37%) Team Leader
Libraries, Frameworks & Software Standards
1 47 (52.81%) Spring
2 41 (46.07%) Hibernate
3 19 (21.35%) HTML
3 19 (21.35%) HTML5
4 14 (15.73%) RabbitMQ
5 12 (13.48%) REST
6 11 (12.36%) Web Services
7 9 (10.11%) .NET
7 9 (10.11%) .NET Framework
7 9 (10.11%) Akka.NET
7 9 (10.11%) ASP.NET
7 9 (10.11%) ASP.NET Web API
7 9 (10.11%) Entity Framework
7 9 (10.11%) WCF
8 8 (8.99%) JMS
9 6 (6.74%) Kafka
9 6 (6.74%) XML
10 5 (5.62%) JPA
10 5 (5.62%) TIBCO EMS
10 5 (5.62%) WebSphere MQ
Miscellaneous
1 18 (20.22%) Robotics
2 10 (11.24%) Algorithms
3 6 (6.74%) Greenfield Project
4 3 (3.37%) Computer Science
5 2 (2.25%) Data Structures
5 2 (2.25%) Foreign Exchange (FX)
6 1 (1.12%) Analytical Skills
6 1 (1.12%) Derivative
6 1 (1.12%) Enterprise Software
6 1 (1.12%) Equities
6 1 (1.12%) Fixed Income
6 1 (1.12%) User Experience
6 1 (1.12%) Virtual Team
Operating Systems
1 16 (17.98%) Linux
2 15 (16.85%) Unix
3 2 (2.25%) Windows
4 1 (1.12%) Mac OS
Processes & Methodologies
1 68 (76.40%) TDD
2 56 (62.92%) Agile Software Development
2 56 (62.92%) Concurrent Programming
3 44 (49.44%) Scrum
4 41 (46.07%) BDD
5 39 (43.82%) Test Automation
6 28 (31.46%) Software Delivery
7 18 (20.22%) Machine Learning
8 17 (19.10%) Deployment Automation
9 16 (17.98%) Software Engineering
10 15 (16.85%) Multithreaded Programming
10 15 (16.85%) SDLC
11 12 (13.48%) Unit Testing
12 11 (12.36%) Analytics
12 11 (12.36%) Continuous Integration
12 11 (12.36%) OO
13 10 (11.24%) DevOps
13 10 (11.24%) Mentoring
14 9 (10.11%) Data Analytics
14 9 (10.11%) Microservices
Programming Languages
1 74 (83.15%) Java
2 46 (51.69%) Python
3 40 (44.94%) SQL
4 21 (23.60%) Ruby
5 19 (21.35%) JavaScript
6 17 (19.10%) Bash Shell
7 9 (10.11%) C#
8 8 (8.99%) C++
9 6 (6.74%) Java 8
10 3 (3.37%) Perl
10 3 (3.37%) PL/SQL
10 3 (3.37%) T-SQL
11 2 (2.25%) Scala
12 1 (1.12%) Clojure
12 1 (1.12%) Erlang
12 1 (1.12%) F#
12 1 (1.12%) Haskell
12 1 (1.12%) Shell Script
Qualifications
1 4 (4.49%) Degree
2 1 (1.12%) Computer Science Degree
Quality Assurance & Compliance
1 5 (5.62%) QA
System Software
1 17 (19.10%) Docker
2 1 (1.12%) Apache ZooKeeper
2 1 (1.12%) VirtualBox
2 1 (1.12%) VMware Infrastructure
Systems Management
1 17 (19.10%) Ansible
1 17 (19.10%) Cobbler
1 17 (19.10%) Opscode Chef
1 17 (19.10%) Puppet
2 1 (1.12%) Control-M
2 1 (1.12%) HAProxy
2 1 (1.12%) logstash
Vendors
1 20 (22.47%) Oracle
2 12 (13.48%) Sybase
3 8 (8.99%) Google
4 7 (7.87%) IBM
5 5 (5.62%) TIBCO
6 4 (4.49%) Informatica
7 2 (2.25%) Microsoft
7 2 (2.25%) Reuters
8 1 (1.12%) Splunk
8 1 (1.12%) VMware