Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
UK > Scotland
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 128 171 170
Rank change year-on-year +43 -1 -18
Permanent jobs citing Multithreading 102 45 76
As % of all permanent IT jobs advertised in Scotland 1.81% 0.87% 1.19%
As % of the Processes & Methodologies category 1.99% 0.95% 1.30%
Number of salaries quoted 64 14 13
Scotland median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +6.38%
10th Percentile £43,750 £31,625 £28,750
90th Percentile £75,000 £73,500 £72,500
UK median annual salary £60,000 £60,000 £60,000

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 Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5127 4738 5824
As % of all permanent IT jobs advertised in Scotland 90.84% 91.34% 90.86%
Number of salaries quoted 3274 2875 3684
Scotland median annual salary £45,000 £44,500 £42,500
Median salary % change year-on-year +1.12% +4.71% +2.41%
10th Percentile £28,250 £28,250 £27,575
90th Percentile £65,875 £65,000 £63,925
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Multithreading
Job Vacancy Trend in Scotland

Job postings citing Multithreading as a percentage of all IT jobs advertised in Scotland.

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 6 months to 23 November 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +33 93 £52,500 +7.69% 5
Edinburgh -14 9 £35,000 +7.69% 1
Multithreading
UK

For the 6 months to 23 November 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 87 (85.29%) Java
2 85 (83.33%) Agile Software Development
3 83 (81.37%) Concurrent Programming
4 69 (67.65%) TDD
5 59 (57.84%) Spring
6 58 (56.86%) BDD
7 51 (50.00%) Scrum
8 49 (48.04%) Hibernate
9 48 (47.06%) Test Automation
10 38 (37.25%) Big Data
11 34 (33.33%) Python
12 29 (28.43%) SQL
12 29 (28.43%) Unit Testing
13 28 (27.45%) JavaScript
14 27 (26.47%) Software Delivery
15 25 (24.51%) Finance
16 24 (23.53%) Software Engineering
17 23 (22.55%) MongoDB
17 23 (22.55%) NoSQL
18 22 (21.57%) Cucumber
18 22 (21.57%) HTML
19 21 (20.59%) Oracle
19 21 (20.59%) JMS
19 21 (20.59%) Robotics
19 21 (20.59%) Kanban
20 20 (19.61%) IBM
21 19 (18.63%) HTML5
22 18 (17.65%) RabbitMQ
22 18 (17.65%) J2EE
23 17 (16.67%) JPA

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 16 (15.69%) JBoss
1 16 (15.69%) Jetty
1 16 (15.69%) Tomcat
1 16 (15.69%) WebLogic
1 16 (15.69%) WebSphere
2 7 (6.86%) Oracle Coherence
3 4 (3.92%) Apache Spark
4 1 (0.98%) ArcGIS
Cloud Services
1 5 (4.90%) Cloud Computing
2 4 (3.92%) Microsoft Azure
3 3 (2.94%) Amazon AWS
3 3 (2.94%) Google Cloud Platform
4 2 (1.96%) Amazon SQS
Communications & Networking
1 16 (15.69%) AMQP
2 4 (3.92%) HTTP
3 1 (0.98%) DHCP
3 1 (0.98%) HTTPS
3 1 (0.98%) RS-232
3 1 (0.98%) RTSP
Database & Business Intelligence
1 38 (37.25%) Big Data
2 23 (22.55%) MongoDB
2 23 (22.55%) NoSQL
3 17 (16.67%) Hadoop
4 16 (15.69%) Couchbase
4 16 (15.69%) Redis
4 16 (15.69%) Riak
5 15 (14.71%) Relational Database
6 12 (11.76%) Oracle Database
7 6 (5.88%) SQL Server
8 5 (4.90%) Apache Cassandra
9 3 (2.94%) HBase
9 3 (2.94%) MySQL
10 2 (1.96%) CouchDB
10 2 (1.96%) DocumentDB
11 1 (0.98%) Azure SQL Database
11 1 (0.98%) GIS
11 1 (0.98%) PostgreSQL
11 1 (0.98%) RDBMS
Development Applications
1 22 (21.57%) Cucumber
2 16 (15.69%) FitNesse
2 16 (15.69%) Selenium
2 16 (15.69%) Vagrant
3 15 (14.71%) JUnit
4 10 (9.80%) Mockito
5 6 (5.88%) Jenkins
5 6 (5.88%) JIRA
6 5 (4.90%) IntelliJ
6 5 (4.90%) Maven
7 4 (3.92%) Git (software)
8 1 (0.98%) CMake
8 1 (0.98%) Eclipse
8 1 (0.98%) JSUnit
8 1 (0.98%) Subversion
8 1 (0.98%) TestRail
General
1 25 (24.51%) Finance
2 14 (13.73%) Banking
3 7 (6.86%) Front Office
3 7 (6.86%) Investment Banking
4 1 (0.98%) Manufacturing
4 1 (0.98%) Multimedia
Job Titles
1 77 (75.49%) Developer
2 47 (46.08%) Java Developer
3 37 (36.27%) Senior Developer
4 22 (21.57%) Senior Java Developer
5 20 (19.61%) Full Stack Developer
6 14 (13.73%) Python Developer
7 11 (10.78%) Senior Python Developer
8 9 (8.82%) Lead Developer
8 9 (8.82%) Team Leader
9 8 (7.84%) Java Team Leader
10 6 (5.88%) Software Developer
10 6 (5.88%) Software Engineer
11 5 (4.90%) Lead Java Developer
12 3 (2.94%) C++ Software Engineer
12 3 (2.94%) Investment Banking Java Developer
12 3 (2.94%) Senior Software Developer
13 2 (1.96%) .NET Software Developer
13 2 (1.96%) Developer/Software Engineer
13 2 (1.96%) Senior .NET Developer
13 2 (1.96%) Senior .NET Software Developer
Libraries, Frameworks & Software Standards
1 59 (57.84%) Spring
2 49 (48.04%) Hibernate
3 22 (21.57%) HTML
4 21 (20.59%) JMS
5 19 (18.63%) HTML5
6 18 (17.65%) J2EE
6 18 (17.65%) RabbitMQ
7 17 (16.67%) JPA
8 16 (15.69%) Kafka
8 16 (15.69%) TIBCO EMS
8 16 (15.69%) WebSphere MQ
9 11 (10.78%) Web Services
10 10 (9.80%) REST
11 7 (6.86%) SOAP
12 6 (5.88%) AngularJS
12 6 (5.88%) JSON
12 6 (5.88%) Servlets
13 5 (4.90%) FIX Protocol
13 5 (4.90%) JDBC
13 5 (4.90%) XML
Miscellaneous
1 21 (20.59%) Robotics
2 9 (8.82%) Data Structures
3 5 (4.90%) Algorithms
4 4 (3.92%) Equities
5 3 (2.94%) Computer Science
6 1 (0.98%) 3D Graphics
6 1 (0.98%) Analytical Skills
6 1 (0.98%) CUDA
6 1 (0.98%) Mobile App
Operating Systems
1 10 (9.80%) Linux
2 4 (3.92%) Unix
3 3 (2.94%) Windows
4 1 (0.98%) Android
4 1 (0.98%) Apple iOS
4 1 (0.98%) Embedded Linux
Processes & Methodologies
1 85 (83.33%) Agile Software Development
2 83 (81.37%) Concurrent Programming
3 69 (67.65%) TDD
4 58 (56.86%) BDD
5 51 (50.00%) Scrum
6 48 (47.06%) Test Automation
7 29 (28.43%) Unit Testing
8 27 (26.47%) Software Delivery
9 24 (23.53%) Software Engineering
10 21 (20.59%) Kanban
11 16 (15.69%) DSDM
11 16 (15.69%) Integration Testing
11 16 (15.69%) RUP
11 16 (15.69%) System Testing
11 16 (15.69%) UML
12 14 (13.73%) Machine Learning
13 12 (11.76%) OO
14 10 (9.80%) Mentoring
15 9 (8.82%) SDLC
16 7 (6.86%) OOP
Programming Languages
1 87 (85.29%) Java
2 34 (33.33%) Python
3 29 (28.43%) SQL
4 28 (27.45%) JavaScript
5 17 (16.67%) Bash Shell
6 16 (15.69%) Ruby
7 7 (6.86%) C#
7 7 (6.86%) C++
8 5 (4.90%) T-SQL
9 4 (3.92%) PL/SQL
10 3 (2.94%) C
11 2 (1.96%) Lisp
12 1 (0.98%) Embedded C
12 1 (0.98%) Embedded C++
12 1 (0.98%) MATLAB
12 1 (0.98%) Perl
12 1 (0.98%) Scala
Qualifications
1 4 (3.92%) Degree
Quality Assurance & Compliance
1 16 (15.69%) QA
2 1 (0.98%) JTAG
System Software
1 16 (15.69%) Docker
2 6 (5.88%) Virtual Machines
Systems Management
1 16 (15.69%) Ansible
1 16 (15.69%) Cobbler
1 16 (15.69%) Opscode Chef
1 16 (15.69%) Puppet
Vendors
1 21 (20.59%) Oracle
2 20 (19.61%) IBM
3 16 (15.69%) TIBCO
4 5 (4.90%) Reuters
5 4 (3.92%) Informatica
6 3 (2.94%) Google
7 1 (0.98%) Bloomberg
7 1 (0.98%) ESRI
7 1 (0.98%) Mapbox
7 1 (0.98%) Mapinfo
7 1 (0.98%) Perforce