Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Scotland > Glasgow
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 63 63 97
Rank change year-on-year 0 +34 +15
Permanent jobs citing Multithreading 108 99 37
As % of all permanent IT jobs advertised in Glasgow 5.11% 4.29% 1.80%
As % of the Processes & Methodologies category 5.43% 4.62% 1.94%
Number of salaries quoted 80 63 9
Glasgow median annual salary £57,250 £52,500 £47,500
Median salary % change year-on-year +9.05% +10.53% -26.92%
10th Percentile £40,250 £43,750 £34,500
90th Percentile £69,300 £75,000 £75,000
Scotland median annual salary £55,000 £50,000 £46,250
% change year-on-year +10.00% +8.11% -7.50%

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 1,988 2,141 1,912
As % of all permanent IT jobs advertised in Glasgow 94.08% 92.68% 93.13%
Number of salaries quoted 1,425 1,381 1,059
Glasgow median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% -
10th Percentile £31,100 £31,250 £28,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £44,603 £44,500
% change year-on-year +0.89% +0.23% +4.71%

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 13 December 2018.

Salary histogram for Multithreading in Glasgow

For the 6 months to 13 December 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 80 (74.07%) Finance
2 60 (55.56%) C++
3 55 (50.93%) Linux
4 52 (48.15%) SQL
5 43 (39.81%) Java
5 43 (39.81%) Visual Studio
6 41 (37.96%) Oracle
7 38 (35.19%) Banking
8 37 (34.26%) PL/SQL
8 37 (34.26%) XML
8 37 (34.26%) Unit Testing
9 33 (30.56%) Multithreaded Programming
10 32 (29.63%) Agile Software Development
11 29 (26.85%) Test Automation
12 27 (25.00%) Boost C++ Libraries
13 25 (23.15%) Python
14 22 (20.37%) Memory Management
14 22 (20.37%) Performance Tuning
15 21 (19.44%) Oracle Database
16 20 (18.52%) Low Latency
16 20 (18.52%) Concurrent Programming
17 19 (17.59%) TIBCO
18 18 (16.67%) Degree
18 18 (16.67%) Middleware
18 18 (16.67%) Analytical Skills
19 17 (15.74%) Solace
19 17 (15.74%) Electronic Trading
19 17 (15.74%) Analytics
20 16 (14.81%) Technical Debt
20 16 (14.81%) Computer Science

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 2 (1.85%) Apache Spark
1 2 (1.85%) JBoss
1 2 (1.85%) Jetty
1 2 (1.85%) Tomcat
1 2 (1.85%) WebLogic
1 2 (1.85%) WebSphere
Cloud Services
1 4 (3.70%) Amazon AWS
1 4 (3.70%) Microsoft Azure
2 2 (1.85%) Amazon SQS
2 2 (1.85%) GitHub
2 2 (1.85%) Google Cloud Platform
Communications & Networking
1 2 (1.85%) HTTP
2 1 (0.93%) AMQP
Database & Business Intelligence
1 21 (19.44%) Oracle Database
2 16 (14.81%) SQL Server
3 13 (12.04%) SQL Server 2012
4 12 (11.11%) Data Warehouse
4 12 (11.11%) Qlik Sense
4 12 (11.11%) QlikView
5 11 (10.19%) Big Data
6 7 (6.48%) Relational Database
7 6 (5.56%) NoSQL
8 4 (3.70%) Hadoop
8 4 (3.70%) RDBMS
9 3 (2.78%) DB2
9 3 (2.78%) Oracle Database 10g
9 3 (2.78%) Oracle Database 11g
10 2 (1.85%) Apache Cassandra
10 2 (1.85%) Apache Hive
10 2 (1.85%) CouchDB
10 2 (1.85%) Data Mining
10 2 (1.85%) HBase
10 2 (1.85%) MongoDB
Development Applications
1 43 (39.81%) Visual Studio
2 14 (12.96%) Toad
3 11 (10.19%) JUnit
4 9 (8.33%) TeamCity
5 6 (5.56%) Eclipse
6 5 (4.63%) Subversion
7 4 (3.70%) Git (software)
7 4 (3.70%) GoogleTest
7 4 (3.70%) Hudson
8 3 (2.78%) ClearCase
8 3 (2.78%) Cucumber
8 3 (2.78%) Jenkins
8 3 (2.78%) MagicDraw
9 2 (1.85%) FindBugs
9 2 (1.85%) IntelliJ
9 2 (1.85%) Maven
9 2 (1.85%) Selenium
10 1 (0.93%) Concordion
10 1 (0.93%) FitNesse
10 1 (0.93%) Gradle
General
1 80 (74.07%) Finance
2 38 (35.19%) Banking
3 15 (13.89%) Investment Banking
4 10 (9.26%) Law
5 9 (8.33%) Financial Institution
6 1 (0.93%) Front Office
Job Titles
1 100 (92.59%) Developer
2 57 (52.78%) C++ Developer
3 24 (22.22%) Java Developer
4 23 (21.30%) Senior Developer
5 19 (17.59%) Senior C++ Developer
6 12 (11.11%) QlikView Developer
7 5 (4.63%) Software Engineer
8 4 (3.70%) Java Engineer
8 4 (3.70%) Java Software Engineer
8 4 (3.70%) Lead Developer
9 3 (2.78%) Senior Java Developer
10 2 (1.85%) Big Data Developer
10 2 (1.85%) Lead Software Developer
10 2 (1.85%) Software Developer
11 1 (0.93%) .NET Software Developer
11 1 (0.93%) Architect
11 1 (0.93%) Investment Banking Java Developer
11 1 (0.93%) Junior
11 1 (0.93%) Junior C++ Software Engineer
11 1 (0.93%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 37 (34.26%) XML
2 27 (25.00%) Boost C++ Libraries
3 18 (16.67%) Middleware
4 15 (13.89%) XSD
4 15 (13.89%) XSLT
5 13 (12.04%) HTML
5 13 (12.04%) HTML5
6 8 (7.41%) CSS
6 8 (7.41%) Spring
7 6 (5.56%) Hibernate
7 6 (5.56%) ODBC
8 5 (4.63%) .NET
8 5 (4.63%) JSON
8 5 (4.63%) RESTful
9 4 (3.70%) AngularJS
9 4 (3.70%) RabbitMQ
10 3 (2.78%) ASP.NET
10 3 (2.78%) J2EE
10 3 (2.78%) JMS
10 3 (2.78%) Kafka
Miscellaneous
1 18 (16.67%) Analytical Skills
2 12 (11.11%) Algorithms
2 12 (11.11%) Data Structures
2 12 (11.11%) Derivative
2 12 (11.11%) Foreign Exchange (FX)
3 8 (7.41%) Robotics
4 2 (1.85%) Cloud Native
4 2 (1.85%) Mainframe
5 1 (0.93%) Device Driver
5 1 (0.93%) Fixed Income
5 1 (0.93%) Greenfield Project
5 1 (0.93%) Management Information System
5 1 (0.93%) Reference Data
5 1 (0.93%) User Experience
Operating Systems
1 55 (50.93%) Linux
2 15 (13.89%) Windows
3 2 (1.85%) Unix
Processes & Methodologies
1 37 (34.26%) Unit Testing
2 33 (30.56%) Multithreaded Programming
3 32 (29.63%) Agile Software Development
4 29 (26.85%) Test Automation
5 22 (20.37%) Memory Management
5 22 (20.37%) Performance Tuning
6 20 (18.52%) Concurrent Programming
6 20 (18.52%) Low Latency
7 17 (15.74%) Analytics
7 17 (15.74%) Electronic Trading
8 16 (14.81%) Computer Science
8 16 (14.81%) Technical Debt
9 14 (12.96%) SDLC
10 13 (12.04%) Collaborative Working
11 12 (11.11%) Data Modelling
11 12 (11.11%) Data Visualisation
11 12 (11.11%) Digital Transformation Programme
11 12 (11.11%) Stakeholder Engagement
11 12 (11.11%) Visualisation
12 10 (9.26%) Risk Management
Programming Languages
1 60 (55.56%) C++
2 52 (48.15%) SQL
3 43 (39.81%) Java
4 37 (34.26%) PL/SQL
5 25 (23.15%) Python
6 13 (12.04%) Bash Shell
7 12 (11.11%) Perl
8 11 (10.19%) JavaScript
9 6 (5.56%) T-SQL
10 5 (4.63%) C#
11 3 (2.78%) Java 8
12 2 (1.85%) Ruby
12 2 (1.85%) Shell Script
13 1 (0.93%) C
Qualifications
1 18 (16.67%) Degree
2 5 (4.63%) Computer Science Degree
Quality Assurance & Compliance
1 3 (2.78%) QA
System Software
1 2 (1.85%) HDFS
2 1 (0.93%) Docker
Systems Management
1 1 (0.93%) Ansible
1 1 (0.93%) Cobbler
1 1 (0.93%) Opscode Chef
1 1 (0.93%) Puppet
Vendors
1 41 (37.96%) Oracle
2 19 (17.59%) TIBCO
3 17 (15.74%) Solace
4 14 (12.96%) Talarian
5 12 (11.11%) Cognos
5 12 (11.11%) Tableau
6 7 (6.48%) Microsoft
6 7 (6.48%) Sybase
7 6 (5.56%) Google
8 5 (4.63%) IBM
9 2 (1.85%) Cloudera
9 2 (1.85%) Cognizant
9 2 (1.85%) Salesforce.com
9 2 (1.85%) SAP
10 1 (0.93%) Informatica