Period
to 21 February 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 February 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Scotland > Glasgow
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 68 106 100
Rank change year-on-year +38 -6 +10
Permanent jobs citing Multithreading 93 22 62
As % of all permanent IT jobs advertised in Glasgow 4.08% 1.17% 2.33%
As % of the Processes & Methodologies category 4.38% 1.26% 2.56%
Number of salaries quoted 63 2 5
Glasgow median annual salary £52,500 £53,750 £47,500
Median salary % change year-on-year -2.33% +13.16% +1.06%
10th Percentile £37,500 £42,625 £40,750
90th Percentile £63,500 £63,875 £65,500
Scotland median annual salary £52,500 £37,500 £40,000
% change year-on-year +40.00% -6.25% -11.11%

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 2,123 1,741 2,426
As % of all permanent IT jobs advertised in Glasgow 93.20% 92.36% 91.10%
Number of salaries quoted 1,442 1,033 1,489
Glasgow median annual salary £48,500 £44,471 £42,500
Median salary % change year-on-year +9.06% +4.64% -
10th Percentile £31,500 £31,000 £28,750
90th Percentile £70,000 £61,250 £60,000
Scotland median annual salary £45,000 £45,000 £42,926
% change year-on-year - +4.83% +1.00%

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 February 2018.

Salary histogram for Multithreading in Glasgow

For the 6 months to 21 February 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 78 (83.87%) Java
2 71 (76.34%) TDD
2 71 (76.34%) Concurrent Programming
3 65 (69.89%) Agile Software Development
4 58 (62.37%) Scrum
5 56 (60.22%) Spring
6 55 (59.14%) Test Automation
7 52 (55.91%) Python
7 52 (55.91%) BDD
8 48 (51.61%) Hibernate
9 40 (43.01%) Big Data
10 37 (39.78%) SQL
11 36 (38.71%) Software Delivery
12 34 (36.56%) NoSQL
13 33 (35.48%) MongoDB
14 26 (27.96%) Ruby
15 24 (25.81%) JavaScript
16 23 (24.73%) HTML
16 23 (24.73%) HTML5
16 23 (24.73%) Bash Shell
16 23 (24.73%) Cucumber
17 22 (23.66%) Ansible
17 22 (23.66%) Docker
17 22 (23.66%) Vagrant
17 22 (23.66%) Opscode Chef
17 22 (23.66%) Hadoop
17 22 (23.66%) Puppet
17 22 (23.66%) Couchbase
17 22 (23.66%) Redis
17 22 (23.66%) 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 21 (22.58%) JBoss
1 21 (22.58%) Jetty
1 21 (22.58%) Tomcat
1 21 (22.58%) WebLogic
2 13 (13.98%) WebSphere
3 7 (7.53%) Oracle Coherence
4 4 (4.30%) Apache Spark
5 1 (1.08%) ArcGIS
5 1 (1.08%) Elasticsearch
5 1 (1.08%) nginx
5 1 (1.08%) OpenStack
5 1 (1.08%) Tornado
Cloud Services
1 9 (9.68%) Amazon AWS
1 9 (9.68%) Microsoft Azure
2 8 (8.60%) Amazon SQS
3 7 (7.53%) Google Cloud Platform
4 1 (1.08%) Cloud Computing
Communications & Networking
1 13 (13.98%) AMQP
2 7 (7.53%) HTTP
3 1 (1.08%) DHCP
3 1 (1.08%) RS-232
Database & Business Intelligence
1 40 (43.01%) Big Data
2 34 (36.56%) NoSQL
3 33 (35.48%) MongoDB
4 22 (23.66%) Couchbase
4 22 (23.66%) Hadoop
4 22 (23.66%) Redis
4 22 (23.66%) Riak
5 18 (19.35%) Oracle Database
6 17 (18.28%) Apache Cassandra
7 8 (8.60%) Cosmos DB
7 8 (8.60%) CouchDB
8 6 (6.45%) SQL Server
9 2 (2.15%) RDBMS
9 2 (2.15%) Relational Database
10 1 (1.08%) DB2
10 1 (1.08%) GIS
10 1 (1.08%) HBase
10 1 (1.08%) Oracle Database 10g
10 1 (1.08%) Oracle Database 11g
Development Applications
1 23 (24.73%) Cucumber
2 22 (23.66%) FitNesse
2 22 (23.66%) Selenium
2 22 (23.66%) Vagrant
3 12 (12.90%) JUnit
4 10 (10.75%) Git (software)
5 6 (6.45%) Jenkins
5 6 (6.45%) JIRA
5 6 (6.45%) Mockito
6 5 (5.38%) IntelliJ
6 5 (5.38%) Maven
7 2 (2.15%) Eclipse
7 2 (2.15%) Subversion
8 1 (1.08%) CMake
8 1 (1.08%) Gatling
8 1 (1.08%) Hudson
8 1 (1.08%) JMeter
8 1 (1.08%) Mercurial
8 1 (1.08%) The Grinder
8 1 (1.08%) Visual Studio
General
1 13 (13.98%) Banking
1 13 (13.98%) Finance
2 8 (8.60%) Investment Banking
3 1 (1.08%) Games
3 1 (1.08%) Manufacturing
Job Titles
1 84 (90.32%) Developer
2 54 (58.06%) Java Developer
3 42 (45.16%) Senior Developer
4 23 (24.73%) Senior Java Developer
5 20 (21.51%) Python Developer
6 14 (15.05%) Senior Python Developer
7 8 (8.60%) Full Stack Developer
8 7 (7.53%) .NET Developer
9 6 (6.45%) Software Engineer
10 5 (5.38%) .NET Software Developer
10 5 (5.38%) Senior .NET Developer
10 5 (5.38%) Senior .NET Software Developer
10 5 (5.38%) Senior Software Developer
10 5 (5.38%) Software Developer
11 4 (4.30%) Java Engineer
11 4 (4.30%) Java Software Engineer
11 4 (4.30%) Lead Developer
11 4 (4.30%) Python Software Engineer
12 3 (3.23%) Lead Java Developer
12 3 (3.23%) Team Leader
Libraries, Frameworks & Software Standards
1 56 (60.22%) Spring
2 48 (51.61%) Hibernate
3 23 (24.73%) HTML
3 23 (24.73%) HTML5
4 21 (22.58%) RabbitMQ
5 19 (20.43%) JMS
6 13 (13.98%) JPA
6 13 (13.98%) Kafka
6 13 (13.98%) REST
6 13 (13.98%) TIBCO EMS
6 13 (13.98%) Web Services
6 13 (13.98%) WebSphere MQ
7 8 (8.60%) .NET
7 8 (8.60%) .NET Framework
7 8 (8.60%) Akka
7 8 (8.60%) ASP.NET
7 8 (8.60%) ASP.NET Web API
7 8 (8.60%) Entity Framework
7 8 (8.60%) WCF
8 7 (7.53%) XML
Miscellaneous
1 20 (21.51%) Robotics
2 8 (8.60%) Algorithms
3 5 (5.38%) Greenfield Project
4 2 (2.15%) Computer Science
4 2 (2.15%) Data Structures
5 1 (1.08%) 3D Graphics
5 1 (1.08%) Analytical Skills
5 1 (1.08%) CUDA
5 1 (1.08%) Derivative
5 1 (1.08%) Equities
5 1 (1.08%) Fixed Income
5 1 (1.08%) Foreign Exchange (FX)
Operating Systems
1 13 (13.98%) Linux
2 10 (10.75%) Unix
3 4 (4.30%) Windows
4 1 (1.08%) Embedded Linux
4 1 (1.08%) Mac OS
Processes & Methodologies
1 71 (76.34%) Concurrent Programming
1 71 (76.34%) TDD
2 65 (69.89%) Agile Software Development
3 58 (62.37%) Scrum
4 55 (59.14%) Test Automation
5 52 (55.91%) BDD
6 36 (38.71%) Software Delivery
7 20 (21.51%) Machine Learning
8 18 (19.35%) Software Engineering
9 14 (15.05%) Integration Testing
9 14 (15.05%) Kanban
9 14 (15.05%) UML
10 13 (13.98%) DSDM
10 13 (13.98%) RUP
10 13 (13.98%) System Testing
10 13 (13.98%) Unit Testing
11 11 (11.83%) SDLC
12 9 (9.68%) Mentoring
12 9 (9.68%) Multithreaded Programming
13 8 (8.60%) Microservices
Programming Languages
1 78 (83.87%) Java
2 52 (55.91%) Python
3 37 (39.78%) SQL
4 26 (27.96%) Ruby
5 24 (25.81%) JavaScript
6 23 (24.73%) Bash Shell
7 8 (8.60%) C#
7 8 (8.60%) C++
8 6 (6.45%) T-SQL
9 2 (2.15%) PL/SQL
10 1 (1.08%) C
10 1 (1.08%) Clojure
10 1 (1.08%) Embedded C
10 1 (1.08%) Embedded C++
10 1 (1.08%) Erlang
10 1 (1.08%) F#
10 1 (1.08%) Haskell
10 1 (1.08%) MATLAB
10 1 (1.08%) Perl
10 1 (1.08%) Scala
Qualifications
1 3 (3.23%) Degree
Quality Assurance & Compliance
1 12 (12.90%) QA
2 1 (1.08%) JTAG
System Software
1 22 (23.66%) Docker
2 1 (1.08%) Apache ZooKeeper
2 1 (1.08%) VirtualBox
2 1 (1.08%) VMware Infrastructure
Systems Management
1 22 (23.66%) Ansible
1 22 (23.66%) Cobbler
1 22 (23.66%) Opscode Chef
1 22 (23.66%) Puppet
2 1 (1.08%) HAProxy
2 1 (1.08%) logstash
Vendors
1 19 (20.43%) Oracle
2 17 (18.28%) IBM
3 13 (13.98%) TIBCO
4 8 (8.60%) Google
4 8 (8.60%) Informatica
4 8 (8.60%) Sybase
5 5 (5.38%) Reuters
6 1 (1.08%) Bloomberg
6 1 (1.08%) ESRI
6 1 (1.08%) Mapbox
6 1 (1.08%) Mapinfo
6 1 (1.08%) Perforce
6 1 (1.08%) Splunk
6 1 (1.08%) VMware