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 27 June 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
UK / Scotland
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 108 121 134
Rank change year-on-year +13 +13  
Permanent jobs citing Multithreading 49 41 32
As % of all permanent IT jobs advertised in Scotland 1.81% 1.43% 1.03%
As % of the Processes & Methodologies category 1.98% 1.57% 1.14%
Number of salaries quoted 35 7 13
Median salary £70,000 £45,000 £46,000
Median salary % change year-on-year +55.55% -2.17%  
90% offered a salary of more than £55,000 £32,400 £36,300
10% offered a salary of more than £72,500 £57,000 £58,000
UK excluding London median salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76%  

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 2480 2618 2803
As % of all permanent IT job vacancies advertised in Scotland 91.38% 91.35% 89.93%
Number of salaries quoted 1589 1478 1763
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 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 27 June 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 +10 44 £70,000 +40.00% 9
Edinburgh -1 5 £35,000 -14.11% 2
Multithreading
UK

For the 6 months to 27 June 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 72 (91.14%) Java
2 57 (72.15%) Finance
3 47 (59.49%) Agile Software Development
4 40 (50.63%) Spring
5 38 (48.10%) J2EE
6 35 (44.30%) Concurrent Programming
7 27 (34.18%) OO
8 26 (32.91%) Relational Database
9 25 (31.65%) Data Structures
10 23 (29.11%) Hibernate
10 23 (29.11%) Servlets
11 22 (27.85%) OOP
11 22 (27.85%) SQL
11 22 (27.85%) TDD
12 21 (26.58%) XML
13 18 (22.78%) Kalman Filter
13 18 (22.78%) Garbage Collection
13 18 (22.78%) Virtual Machines
14 17 (21.52%) Unix
15 13 (16.46%) C#
15 13 (16.46%) Linux
15 13 (16.46%) Maven
15 13 (16.46%) Banking
15 13 (16.46%) Test Automation
15 13 (16.46%) Big Data
15 13 (16.46%) Jenkins
16 12 (15.19%) Front Office
17 11 (13.92%) JMS
17 11 (13.92%) Oracle
17 11 (13.92%) JUnit

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 7 (8.86%) Tomcat
2 6 (7.59%) Apache Spark
3 5 (6.33%) WebSphere
4 3 (3.80%) Oracle Coherence
5 2 (2.53%) GemFire
6 1 (1.27%) JBoss
6 1 (1.27%) Jetty
6 1 (1.27%) WebLogic
Cloud Services
1 5 (6.33%) Cloud Computing
2 1 (1.27%) Amazon AWS
2 1 (1.27%) GitHub
Communications & Networking
1 1 (1.27%) HTTP
1 1 (1.27%) HTTPS
Database & Business Intelligence
1 26 (32.91%) Relational Database
2 13 (16.46%) Big Data
3 10 (12.66%) RDBMS
4 9 (11.39%) MongoDB
5 6 (7.59%) Apache Cassandra
5 6 (7.59%) DB2
5 6 (7.59%) HBase
6 5 (6.33%) Oracle Database
7 3 (3.80%) SQL Server
8 2 (2.53%) InterSystems Cache
9 1 (1.27%) KDB
9 1 (1.27%) Kdb+
9 1 (1.27%) NoSQL
Development Applications
1 13 (16.46%) Jenkins
1 13 (16.46%) Maven
2 11 (13.92%) JUnit
3 8 (10.13%) Git (software)
4 6 (7.59%) Eclipse
5 5 (6.33%) TeamCity
6 4 (5.06%) JIRA
7 3 (3.80%) Ant
7 3 (3.80%) Hudson
7 3 (3.80%) IntelliJ
8 2 (2.53%) Cucumber
8 2 (2.53%) Mockito
9 1 (1.27%) Jasmine
9 1 (1.27%) JSUnit
9 1 (1.27%) Moq
9 1 (1.27%) NUnit
9 1 (1.27%) Rhino Mocks
9 1 (1.27%) SpecFlow
General
1 57 (72.15%) Finance
2 13 (16.46%) Banking
3 12 (15.19%) Front Office
4 4 (5.06%) Investment Banking
Job Titles
1 43 (54.43%) Developer
2 37 (46.84%) Java Developer
3 25 (31.65%) Senior Developer
4 24 (30.38%) Senior Java Developer
5 8 (10.13%) Lead Developer
5 8 (10.13%) Lead Java Developer
6 5 (6.33%) Java Engineer
6 5 (6.33%) Software Engineer
7 3 (3.80%) C++ Developer
7 3 (3.80%) C++ Software Engineer
7 3 (3.80%) Team Leader
8 2 (2.53%) Agile Developer
8 2 (2.53%) Agile Java Developer
8 2 (2.53%) C# Developer
8 2 (2.53%) Java Software Engineer
8 2 (2.53%) Software Developer
8 2 (2.53%) Technical Leader
9 1 (1.27%) Chief Solutions Architect
9 1 (1.27%) Lead Solutions Architect
9 1 (1.27%) WPF Developer
Libraries, Frameworks & Software Standards
1 40 (50.63%) Spring
2 38 (48.10%) J2EE
3 23 (29.11%) Hibernate
3 23 (29.11%) Servlets
4 21 (26.58%) XML
5 11 (13.92%) JMS
5 11 (13.92%) SOAP
5 11 (13.92%) Web Services
6 10 (12.66%) AngularJS
7 8 (10.13%) JSON
8 6 (7.59%) Java EE
9 5 (6.33%) REST
9 5 (6.33%) RESTful
9 5 (6.33%) WebSphere MQ
9 5 (6.33%) XSLT
10 4 (5.06%) HTML
11 3 (3.80%) .NET
11 3 (3.80%) FIX Protocol
11 3 (3.80%) JDBC
12 2 (2.53%) Boost C++ Libraries
Miscellaneous
1 25 (31.65%) Data Structures
2 7 (8.86%) Robotics
3 5 (6.33%) Enterprise Software
4 3 (3.80%) Computer Science
5 2 (2.53%) Algorithms
5 2 (2.53%) Analytical Skills
5 2 (2.53%) Greenfield Project
6 1 (1.27%) Fixed Income
6 1 (1.27%) Mobile App
6 1 (1.27%) Smart City
6 1 (1.27%) Virtual Team
Operating Systems
1 17 (21.52%) Unix
2 13 (16.46%) Linux
3 2 (2.53%) Windows
4 1 (1.27%) Android
4 1 (1.27%) Apple iOS
Processes & Methodologies
1 47 (59.49%) Agile Software Development
2 35 (44.30%) Concurrent Programming
3 27 (34.18%) OO
4 22 (27.85%) OOP
4 22 (27.85%) TDD
5 18 (22.78%) Garbage Collection
5 18 (22.78%) Kalman Filter
6 13 (16.46%) Test Automation
7 11 (13.92%) Software Engineering
8 10 (12.66%) OOD
8 10 (12.66%) Unit Testing
9 8 (10.13%) Multithreaded Programming
10 6 (7.59%) Collateral Management
10 6 (7.59%) Dependency Injection
10 6 (7.59%) SOA
11 5 (6.33%) Continuous Improvement
11 5 (6.33%) Low Latency
11 5 (6.33%) Performance Tuning
11 5 (6.33%) Resource Management
11 5 (6.33%) Risk Management
Programming Languages
1 72 (91.14%) Java
2 22 (27.85%) SQL
3 13 (16.46%) C#
4 10 (12.66%) JavaScript
5 8 (10.13%) C++
6 5 (6.33%) Python
6 5 (6.33%) Shell Script
7 3 (3.80%) T-SQL
8 2 (2.53%) Lisp
8 2 (2.53%) Perl
9 1 (1.27%) Korn
9 1 (1.27%) PHP
9 1 (1.27%) TypeScript
Qualifications
1 4 (5.06%) Degree
2 1 (1.27%) Security Cleared
System Software
1 18 (22.78%) Virtual Machines
Vendors
1 11 (13.92%) Oracle
2 8 (10.13%) IBM
3 5 (6.33%) Splunk
4 3 (3.80%) Reuters
5 2 (2.53%) Sybase
6 1 (1.27%) Infragistics
6 1 (1.27%) Microsoft
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