The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Multithreading skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Multithreading over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
UK / Scotland
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 108 120 114
Rank change year-on-year +12 -6  
Permanent jobs citing Multithreading 33 44 44
As % of all permanent IT jobs advertised in Scotland 1.41% 1.49% 1.43%
As % of the Processes & Methodologies category 1.55% 1.64% 1.60%
Number of salaries quoted 13 14 39
Median salary £70,000 £46,250 £45,000
Median salary % change year-on-year +51.35% +2.77%  
90% offered a salary of more than £57,500 £38,250 £35,800
10% offered a salary of more than £72,500 £52,500 £60,000
UK excluding London median salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26%  

Multithreading is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2131 2678 2747
As % of all permanent IT job vacancies advertised in Scotland 91.22% 90.47% 89.13%
Number of salaries quoted 1325 1729 1674
Median salary £45,000 £46,000 £44,000
Median salary % change year-on-year -2.17% +4.54%  
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Multithreading
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Multithreading as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Multithreading in Scotland

Multithreading
Salary Trend in Scotland

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

Salary trend for Multithreading in Scotland

Multithreading
Salary Histogram in Scotland

The salary distribution of IT jobs citing Multithreading in Scotland over the 3 months to 29 March 2017.

Salary histogram for Multithreading in Scotland

Multithreading
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Multithreading within the Scotland region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +13 31 £70,000 +47.36% 4
Edinburgh -2 2 - -
Multithreading
UK

For the 6 months to 29 March 2017, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Multithreading.

1 34 (70.83%) Java
2 27 (56.25%) Agile Software Development
3 24 (50.00%) Finance
4 23 (47.92%) Spring
5 21 (43.75%) Relational Database
6 20 (41.67%) Unix
7 18 (37.50%) SQL
8 15 (31.25%) J2EE
8 15 (31.25%) XML
9 14 (29.17%) C#
10 13 (27.08%) Linux
10 13 (27.08%) OO
10 13 (27.08%) Hibernate
11 12 (25.00%) TDD
12 11 (22.92%) JMS
12 11 (22.92%) Data Structures
12 11 (22.92%) Concurrent Programming
12 11 (22.92%) Multithreaded Programming
13 10 (20.83%) SOA
13 10 (20.83%) Servlets
13 10 (20.83%) SOAP
13 10 (20.83%) C++
13 10 (20.83%) Software Engineering
14 9 (18.75%) Git (software)
14 9 (18.75%) OOP
14 9 (18.75%) RDBMS
14 9 (18.75%) AngularJS
14 9 (18.75%) Jenkins
15 8 (16.67%) Collateral Management
15 8 (16.67%) .NET

Multithreading
Co-occurring IT Skills in Scotland 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 5 (10.42%) GemFire
2 4 (8.33%) Cloud Foundry
3 3 (6.25%) Apache Spark
3 3 (6.25%) Tomcat
4 2 (4.17%) WebSphere
Cloud Services
1 4 (8.33%) Amazon AWS
2 1 (2.08%) GitHub
Database & Business Intelligence
1 21 (43.75%) Relational Database
2 9 (18.75%) RDBMS
3 7 (14.58%) DB2
4 5 (10.42%) InterSystems Cache
5 4 (8.33%) Big Data
6 3 (6.25%) Apache Cassandra
6 3 (6.25%) HBase
6 3 (6.25%) MongoDB
7 2 (4.17%) KDB
7 2 (4.17%) Kdb+
7 2 (4.17%) Oracle Database
8 1 (2.08%) SQL Server
Development Applications
1 9 (18.75%) Git (software)
1 9 (18.75%) Jenkins
2 6 (12.50%) Maven
3 5 (10.42%) JUnit
4 4 (8.33%) Subversion
5 3 (6.25%) Ant
5 3 (6.25%) Eclipse
5 3 (6.25%) Hudson
5 3 (6.25%) Jasmine
5 3 (6.25%) JIRA
5 3 (6.25%) Moq
5 3 (6.25%) NUnit
5 3 (6.25%) Rhino Mocks
5 3 (6.25%) SpecFlow
6 2 (4.17%) TeamCity
General
1 24 (50.00%) Finance
2 6 (12.50%) Banking
3 4 (8.33%) Back Office
3 4 (8.33%) General Ledger
4 2 (4.17%) Front Office
4 2 (4.17%) Investment Banking
Job Titles
1 33 (68.75%) Developer
2 21 (43.75%) Java Developer
3 16 (33.33%) Senior Developer
4 11 (22.92%) Senior Java Developer
5 8 (16.67%) Lead Developer
6 7 (14.58%) Lead Java Developer
7 6 (12.50%) C# Developer
8 5 (10.42%) C++ Developer
9 4 (8.33%) C# WPF Developer
9 4 (8.33%) Software Engineer
9 4 (8.33%) WPF Developer
10 3 (6.25%) C++ Software Engineer
10 3 (6.25%) Java Engineer
10 3 (6.25%) Senior C# Developer
11 2 (4.17%) Senior C++ Developer
11 2 (4.17%) Technical Leader
12 1 (2.08%) iOS Developer
12 1 (2.08%) Lead Solutions Architect
12 1 (2.08%) Technical Developer
12 1 (2.08%) UI Developer
Libraries, Frameworks & Software Standards
1 23 (47.92%) Spring
2 15 (31.25%) J2EE
2 15 (31.25%) XML
3 13 (27.08%) Hibernate
4 11 (22.92%) JMS
5 10 (20.83%) Servlets
5 10 (20.83%) SOAP
6 9 (18.75%) AngularJS
7 8 (16.67%) .NET
8 7 (14.58%) WPF
9 5 (10.42%) Java EE
9 5 (10.42%) JSON
10 4 (8.33%) Protocol Buffers
10 4 (8.33%) STL
10 4 (8.33%) Unity DI Container
10 4 (8.33%) Web Services
11 3 (6.25%) CSS
11 3 (6.25%) HTML
11 3 (6.25%) React
11 3 (6.25%) Twitter Bootstrap
Miscellaneous
1 11 (22.92%) Data Structures
2 7 (14.58%) Enterprise Software
3 6 (12.50%) Analytical Skills
4 4 (8.33%) Reference Data
5 3 (6.25%) Virtual Team
6 1 (2.08%) Derivative
6 1 (2.08%) Equity Derivative
6 1 (2.08%) Fixed Income
6 1 (2.08%) Mobile App
6 1 (2.08%) User Experience
Operating Systems
1 20 (41.67%) Unix
2 13 (27.08%) Linux
3 3 (6.25%) Windows
4 1 (2.08%) Apple iOS
Processes & Methodologies
1 27 (56.25%) Agile Software Development
2 13 (27.08%) OO
3 12 (25.00%) TDD
4 11 (22.92%) Concurrent Programming
4 11 (22.92%) Multithreaded Programming
5 10 (20.83%) SOA
5 10 (20.83%) Software Engineering
6 9 (18.75%) OOP
7 8 (16.67%) Collateral Management
7 8 (16.67%) Continuous Improvement
8 7 (14.58%) OOD
8 7 (14.58%) Resource Management
9 6 (12.50%) MVVM
10 5 (10.42%) Dependency Injection
10 5 (10.42%) Garbage Collection
10 5 (10.42%) Kalman Filter
10 5 (10.42%) Low Latency
11 4 (8.33%) Cash Management
11 4 (8.33%) Microservices
11 4 (8.33%) Open Source
Programming Languages
1 34 (70.83%) Java
2 18 (37.50%) SQL
3 14 (29.17%) C#
4 10 (20.83%) C++
5 6 (12.50%) JavaScript
5 6 (12.50%) Shell Script
6 4 (8.33%) Python
7 3 (6.25%) Perl
7 3 (6.25%) TypeScript
7 3 (6.25%) XAML
8 1 (2.08%) Apple Swift
8 1 (2.08%) C
8 1 (2.08%) Korn
8 1 (2.08%) Objective-C
8 1 (2.08%) PHP
Qualifications
1 4 (8.33%) Degree
System Software
1 5 (10.42%) Virtual Machines
Vendors
1 6 (12.50%) Oracle
2 4 (8.33%) Google
3 3 (6.25%) Infragistics
4 2 (4.17%) IBM
4 2 (4.17%) Splunk
4 2 (4.17%) Sybase
5 1 (2.08%) Microsoft
5 1 (2.08%) Xamarin
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