Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Scotland > Glasgow
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 65 64 97
Rank change year-on-year -1 +33 +16
Permanent jobs citing Multithreading 101 94 51
As % of all permanent IT jobs advertised in Glasgow 4.61% 4.18% 2.26%
As % of the Processes & Methodologies category 4.88% 4.53% 2.40%
Number of salaries quoted 74 66 12
Glasgow median annual salary £55,000 £53,750 £52,500
Median salary % change year-on-year +2.33% +2.38% -16.00%
10th Percentile £40,250 £43,750 £35,000
90th Percentile £67,500 £75,000 £73,500
Scotland median annual salary £55,000 £52,500 £48,750
% change year-on-year +4.76% +7.69% -2.50%

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 2,068 2,074 2,126
As % of all permanent IT jobs advertised in Glasgow 94.34% 92.26% 94.32%
Number of salaries quoted 1,519 1,344 1,122
Glasgow median annual salary £47,500 £46,375 £42,500
Median salary % change year-on-year +2.43% +9.12% -
10th Percentile £31,250 £31,250 £27,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,500 £44,000 £44,000
% change year-on-year +3.41% - +3.53%

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 22 October 2018.

Salary histogram for Multithreading in Glasgow

For the 6 months to 22 October 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 62 (61.39%) Finance
2 51 (50.50%) Java
3 48 (47.52%) SQL
4 45 (44.55%) C++
5 42 (41.58%) Agile Software Development
6 40 (39.60%) Linux
7 39 (38.61%) Test Automation
8 36 (35.64%) Oracle
9 33 (32.67%) Banking
10 32 (31.68%) Visual Studio
11 27 (26.73%) PL/SQL
11 27 (26.73%) Concurrent Programming
12 26 (25.74%) Multithreaded Programming
12 26 (25.74%) XML
12 26 (25.74%) Unit Testing
13 24 (23.76%) Python
14 21 (20.79%) Boost C++ Libraries
14 21 (20.79%) Big Data
15 20 (19.80%) Oracle Database
16 19 (18.81%) Performance Tuning
16 19 (18.81%) Memory Management
16 19 (18.81%) TDD
17 18 (17.82%) Scrum
17 18 (17.82%) Degree
18 17 (16.83%) Low Latency
19 16 (15.84%) BDD
19 16 (15.84%) Computer Science
19 16 (15.84%) Spring
20 15 (14.85%) Investment Banking
20 15 (14.85%) HTML

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 4 (3.96%) JBoss
1 4 (3.96%) Jetty
1 4 (3.96%) Tomcat
1 4 (3.96%) WebLogic
1 4 (3.96%) WebSphere
2 2 (1.98%) Apache Spark
Cloud Services
1 3 (2.97%) Amazon AWS
1 3 (2.97%) Microsoft Azure
2 2 (1.98%) GitHub
3 1 (0.99%) Amazon SQS
Communications & Networking
1 3 (2.97%) AMQP
2 1 (0.99%) HTTP
Database & Business Intelligence
1 21 (20.79%) Big Data
2 20 (19.80%) Oracle Database
3 13 (12.87%) SQL Server
4 10 (9.90%) SQL Server 2012
5 9 (8.91%) Data Warehouse
5 9 (8.91%) Qlik Sense
5 9 (8.91%) QlikView
6 7 (6.93%) NoSQL
6 7 (6.93%) Relational Database
7 6 (5.94%) Hadoop
8 4 (3.96%) Couchbase
8 4 (3.96%) MongoDB
8 4 (3.96%) RDBMS
9 3 (2.97%) DB2
9 3 (2.97%) Oracle Database 10g
9 3 (2.97%) Oracle Database 11g
9 3 (2.97%) Redis
9 3 (2.97%) Riak
10 2 (1.98%) Impala
10 2 (1.98%) Parquet
Development Applications
1 32 (31.68%) Visual Studio
2 9 (8.91%) JUnit
3 8 (7.92%) Toad
4 7 (6.93%) TeamCity
5 6 (5.94%) Cucumber
5 6 (5.94%) Eclipse
6 5 (4.95%) Selenium
6 5 (4.95%) Subversion
7 4 (3.96%) FitNesse
7 4 (3.96%) GoogleTest
7 4 (3.96%) Hudson
8 3 (2.97%) ClearCase
8 3 (2.97%) Jenkins
8 3 (2.97%) MagicDraw
8 3 (2.97%) Vagrant
9 2 (1.98%) FindBugs
9 2 (1.98%) Git (software)
9 2 (1.98%) Gradle
9 2 (1.98%) IntelliJ
9 2 (1.98%) Maven
General
1 62 (61.39%) Finance
2 33 (32.67%) Banking
3 15 (14.85%) Investment Banking
4 10 (9.90%) Law
5 9 (8.91%) Financial Institution
6 1 (0.99%) Front Office
Job Titles
1 95 (94.06%) Developer
2 44 (43.56%) C++ Developer
3 30 (29.70%) Java Developer
4 23 (22.77%) Senior Developer
5 15 (14.85%) Senior C++ Developer
6 9 (8.91%) QlikView Developer
7 5 (4.95%) Lead Developer
7 5 (4.95%) Python Developer
7 5 (4.95%) Senior Java Developer
8 4 (3.96%) Java Engineer
8 4 (3.96%) Java Software Engineer
8 4 (3.96%) Software Engineer
9 3 (2.97%) Lead Java Developer
10 2 (1.98%) Big Data Developer
10 2 (1.98%) Senior Python Developer
11 1 (0.99%) Analyst Programmer
11 1 (0.99%) C# Developer
11 1 (0.99%) ETL Developer
11 1 (0.99%) Investment Banking Java Developer
11 1 (0.99%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 26 (25.74%) XML
2 21 (20.79%) Boost C++ Libraries
3 16 (15.84%) Spring
4 15 (14.85%) HTML
4 15 (14.85%) HTML5
5 13 (12.87%) Hibernate
6 11 (10.89%) Middleware
7 9 (8.91%) XSD
7 9 (8.91%) XSLT
8 8 (7.92%) CSS
9 6 (5.94%) ODBC
10 5 (4.95%) JMS
10 5 (4.95%) JSON
10 5 (4.95%) Kafka
10 5 (4.95%) RabbitMQ
10 5 (4.95%) RESTful
11 4 (3.96%) .NET
11 4 (3.96%) AngularJS
11 4 (3.96%) TIBCO EMS
12 3 (2.97%) J2EE
Miscellaneous
1 16 (15.84%) Computer Science
2 15 (14.85%) Analytical Skills
3 13 (12.87%) Robotics
4 9 (8.91%) Algorithms
4 9 (8.91%) Data Structures
5 8 (7.92%) Derivative
5 8 (7.92%) Foreign Exchange (FX)
6 2 (1.98%) Cloud Native
6 2 (1.98%) Mainframe
7 1 (0.99%) Fixed Income
7 1 (0.99%) Greenfield Project
7 1 (0.99%) Management Information System
7 1 (0.99%) Reference Data
Operating Systems
1 40 (39.60%) Linux
2 9 (8.91%) Windows
3 2 (1.98%) Unix
Processes & Methodologies
1 42 (41.58%) Agile Software Development
2 39 (38.61%) Test Automation
3 27 (26.73%) Concurrent Programming
4 26 (25.74%) Multithreaded Programming
4 26 (25.74%) Unit Testing
5 19 (18.81%) Memory Management
5 19 (18.81%) Performance Tuning
5 19 (18.81%) TDD
6 18 (17.82%) Scrum
7 17 (16.83%) Low Latency
8 16 (15.84%) BDD
9 14 (13.86%) Analytics
10 12 (11.88%) Collaborative Working
11 11 (10.89%) Electronic Trading
11 11 (10.89%) SDLC
11 11 (10.89%) Software Delivery
11 11 (10.89%) Software Engineering
12 10 (9.90%) Artificial Intelligence
12 10 (9.90%) Risk Management
12 10 (9.90%) Wealth Management
Programming Languages
1 51 (50.50%) Java
2 48 (47.52%) SQL
3 45 (44.55%) C++
4 27 (26.73%) PL/SQL
5 24 (23.76%) Python
6 13 (12.87%) JavaScript
7 12 (11.88%) Bash Shell
8 9 (8.91%) Perl
9 6 (5.94%) T-SQL
10 4 (3.96%) C#
10 4 (3.96%) Ruby
11 3 (2.97%) Java 8
11 3 (2.97%) Shell Script
12 1 (0.99%) C
Qualifications
1 18 (17.82%) Degree
2 5 (4.95%) Computer Science Degree
Quality Assurance & Compliance
1 6 (5.94%) QA
System Software
1 3 (2.97%) Docker
2 2 (1.98%) HDFS
Systems Management
1 3 (2.97%) Ansible
1 3 (2.97%) Cobbler
1 3 (2.97%) Opscode Chef
1 3 (2.97%) Puppet
Vendors
1 36 (35.64%) Oracle
2 14 (13.86%) TIBCO
3 10 (9.90%) Solace
4 9 (8.91%) Cognos
4 9 (8.91%) Microsoft
4 9 (8.91%) Tableau
5 8 (7.92%) Talarian
6 7 (6.93%) IBM
6 7 (6.93%) Sybase
7 4 (3.96%) Google
8 3 (2.97%) Informatica
9 2 (1.98%) Cloudera
9 2 (1.98%) Cognizant
9 2 (1.98%) Salesforce.com
9 2 (1.98%) SAP