Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Scotland > Glasgow
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 76 61 90
Rank change year-on-year -15 +29 +38
Permanent jobs citing Multithreading 89 94 68
As % of all permanent IT jobs advertised in Glasgow 3.85% 4.11% 2.73%
As % of the Processes & Methodologies category 4.08% 4.43% 2.91%
Number of salaries quoted 64 66 14
Glasgow median annual salary £52,500 £70,000 £53,750
Median salary % change year-on-year -25.00% +30.23% +7.50%
10th Percentile £37,500 £43,750 £35,000
90th Percentile £67,500 £75,625 £75,000
Scotland median annual salary £52,500 £70,000 £47,500
% change year-on-year -25.00% +47.37% +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 2,183 2,123 2,338
As % of all permanent IT jobs advertised in Glasgow 94.54% 92.91% 93.86%
Number of salaries quoted 1,614 1,287 1,271
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -2.86%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £67,500 £68,750 £61,250
Scotland median annual salary £45,000 £44,000 £45,000
% change year-on-year +2.27% -2.22% +5.88%

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 14 August 2018.

Salary histogram for Multithreading in Glasgow

For the 6 months to 14 August 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 63 (70.79%) Java
2 50 (56.18%) Agile Software Development
3 45 (50.56%) TDD
4 42 (47.19%) Concurrent Programming
5 40 (44.94%) SQL
6 39 (43.82%) Test Automation
7 32 (35.96%) Big Data
7 32 (35.96%) Scrum
8 30 (33.71%) Spring
9 29 (32.58%) Python
9 29 (32.58%) BDD
10 28 (31.46%) Oracle
10 28 (31.46%) Finance
11 27 (30.34%) Hibernate
12 23 (25.84%) Linux
13 21 (23.60%) C++
13 21 (23.60%) Software Delivery
14 20 (22.47%) Oracle Database
14 20 (22.47%) Multithreaded Programming
15 17 (19.10%) Software Engineering
15 17 (19.10%) Banking
16 16 (17.98%) Robotics
17 15 (16.85%) NoSQL
18 13 (14.61%) Memory Management
18 13 (14.61%) Unit Testing
19 12 (13.48%) Degree
19 12 (13.48%) Visual Studio
19 12 (13.48%) Machine Learning
20 11 (12.36%) Analytics
20 11 (12.36%) HTML5

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 8 (8.99%) JBoss
1 8 (8.99%) Tomcat
2 7 (7.87%) Jetty
2 7 (7.87%) WebLogic
3 4 (4.49%) Apache Spark
4 3 (3.37%) WebSphere
5 1 (1.12%) Apache
5 1 (1.12%) Apache Qpid
5 1 (1.12%) Elasticsearch
5 1 (1.12%) IIS
Cloud Services
1 6 (6.74%) Amazon AWS
1 6 (6.74%) Microsoft Azure
2 4 (4.49%) Amazon SQS
3 3 (3.37%) Google Cloud Platform
4 1 (1.12%) Cloud Computing
4 1 (1.12%) GitHub
Communications & Networking
1 4 (4.49%) HTTP
2 3 (3.37%) AMQP
3 1 (1.12%) Internet
Database & Business Intelligence
1 32 (35.96%) Big Data
2 20 (22.47%) Oracle Database
3 15 (16.85%) NoSQL
4 10 (11.24%) Apache Cassandra
5 9 (10.11%) Hadoop
5 9 (10.11%) MongoDB
5 9 (10.11%) Relational Database
6 7 (7.87%) Couchbase
6 7 (7.87%) Redis
6 7 (7.87%) Riak
6 7 (7.87%) SQL Server
7 6 (6.74%) DB2
7 6 (6.74%) RDBMS
7 6 (6.74%) SQL Server 2012
8 5 (5.62%) Oracle Database 10g
8 5 (5.62%) Oracle Database 11g
9 4 (4.49%) Cosmos DB
9 4 (4.49%) CouchDB
10 2 (2.25%) Apache Hive
10 2 (2.25%) HBase
Development Applications
1 12 (13.48%) Visual Studio
2 8 (8.99%) Cucumber
2 8 (8.99%) Eclipse
2 8 (8.99%) FitNesse
2 8 (8.99%) Selenium
3 7 (7.87%) JUnit
3 7 (7.87%) Vagrant
4 6 (6.74%) Git (software)
4 6 (6.74%) Hudson
5 5 (5.62%) Maven
5 5 (5.62%) Subversion
6 4 (4.49%) TeamCity
7 3 (3.37%) ClearCase
7 3 (3.37%) Jenkins
7 3 (3.37%) MagicDraw
7 3 (3.37%) Toad
8 2 (2.25%) FindBugs
8 2 (2.25%) GoogleTest
8 2 (2.25%) IntelliJ
9 1 (1.12%) Gradle
General
1 28 (31.46%) Finance
2 17 (19.10%) Banking
3 9 (10.11%) Investment Banking
4 5 (5.62%) Financial Institution
5 4 (4.49%) Law
Job Titles
1 78 (87.64%) Developer
2 42 (47.19%) Java Developer
3 27 (30.34%) Senior Developer
4 20 (22.47%) C++ Developer
5 13 (14.61%) Senior Java Developer
6 10 (11.24%) Python Developer
7 8 (8.99%) Senior C++ Developer
7 8 (8.99%) Software Engineer
8 7 (7.87%) Lead Developer
9 6 (6.74%) Java Engineer
9 6 (6.74%) Senior Python Developer
10 5 (5.62%) Java Software Engineer
11 4 (4.49%) Lead Java Developer
12 2 (2.25%) Big Data Developer
12 2 (2.25%) Lead Software Engineer
12 2 (2.25%) QlikView Developer
12 2 (2.25%) Software Team Leader
12 2 (2.25%) Team Leader
13 1 (1.12%) Core Java Developer
13 1 (1.12%) UI Engineer
Libraries, Frameworks & Software Standards
1 30 (33.71%) Spring
2 27 (30.34%) Hibernate
3 11 (12.36%) HTML
3 11 (12.36%) HTML5
4 10 (11.24%) Boost C++ Libraries
4 10 (11.24%) XML
5 7 (7.87%) RabbitMQ
6 6 (6.74%) J2EE
6 6 (6.74%) Kafka
7 5 (5.62%) REST
7 5 (5.62%) XSD
7 5 (5.62%) XSLT
8 4 (4.49%) .NET
8 4 (4.49%) .NET Framework
8 4 (4.49%) ASP.NET
8 4 (4.49%) ASP.NET Web API
8 4 (4.49%) Entity Framework
8 4 (4.49%) JMS
9 3 (3.37%) TIBCO EMS
9 3 (3.37%) WCF
Miscellaneous
1 16 (17.98%) Robotics
2 10 (11.24%) Computer Science
3 8 (8.99%) Analytical Skills
4 6 (6.74%) Algorithms
5 4 (4.49%) Foreign Exchange (FX)
6 3 (3.37%) Derivative
7 2 (2.25%) Cloud Native
7 2 (2.25%) Data Structures
7 2 (2.25%) Greenfield Project
7 2 (2.25%) Mainframe
8 1 (1.12%) Enterprise Software
8 1 (1.12%) User Experience
8 1 (1.12%) Virtual Team
Operating Systems
1 23 (25.84%) Linux
2 8 (8.99%) Unix
3 3 (3.37%) Windows
Processes & Methodologies
1 50 (56.18%) Agile Software Development
2 45 (50.56%) TDD
3 42 (47.19%) Concurrent Programming
4 39 (43.82%) Test Automation
5 32 (35.96%) Scrum
6 29 (32.58%) BDD
7 21 (23.60%) Software Delivery
8 20 (22.47%) Multithreaded Programming
9 17 (19.10%) Software Engineering
10 13 (14.61%) Memory Management
10 13 (14.61%) Unit Testing
11 12 (13.48%) Machine Learning
12 11 (12.36%) Analytics
12 11 (12.36%) OO
12 11 (12.36%) Performance Tuning
13 10 (11.24%) Low Latency
13 10 (11.24%) SDLC
14 8 (8.99%) Collaborative Working
15 7 (7.87%) Deployment Automation
16 6 (6.74%) DevOps
Programming Languages
1 63 (70.79%) Java
2 40 (44.94%) SQL
3 29 (32.58%) Python
4 21 (23.60%) C++
5 11 (12.36%) Bash Shell
5 11 (12.36%) JavaScript
5 11 (12.36%) PL/SQL
6 8 (8.99%) Ruby
7 7 (7.87%) Perl
8 5 (5.62%) C#
9 3 (3.37%) Java 8
9 3 (3.37%) Shell Script
9 3 (3.37%) T-SQL
10 1 (1.12%) Scala
Qualifications
1 12 (13.48%) Degree
2 3 (3.37%) Computer Science Degree
Quality Assurance & Compliance
1 6 (6.74%) QA
System Software
1 7 (7.87%) Docker
2 2 (2.25%) HDFS
Systems Management
1 7 (7.87%) Ansible
1 7 (7.87%) Cobbler
1 7 (7.87%) Opscode Chef
1 7 (7.87%) Puppet
2 1 (1.12%) Control-M
Vendors
1 28 (31.46%) Oracle
2 8 (8.99%) Sybase
3 7 (7.87%) Microsoft
4 6 (6.74%) TIBCO
5 5 (5.62%) Google
5 5 (5.62%) IBM
6 3 (3.37%) Informatica
6 3 (3.37%) Solace
6 3 (3.37%) Talarian
7 2 (2.25%) Cloudera
7 2 (2.25%) Cognizant
7 2 (2.25%) Cognos
7 2 (2.25%) Salesforce.com
7 2 (2.25%) SAP
7 2 (2.25%) Tableau