Period
to 18 September 2018

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 18 September 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK > Scotland
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 119 131 169
Rank change year-on-year +12 +38 -2
Permanent jobs citing Multithreading 120 98 67
As % of all permanent IT jobs advertised in Scotland 2.20% 1.77% 1.23%
As % of the Processes & Methodologies category 2.36% 1.92% 1.33%
Number of salaries quoted 85 65 18
Scotland median annual salary £52,500 £65,000 £47,500
Median salary % change year-on-year -19.23% +36.84% -2.56%
10th Percentile £38,000 £43,750 £29,500
90th Percentile £67,500 £75,000 £71,500
UK median annual salary £62,500 £62,500 £60,000
% change year-on-year - +4.17% -

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 5,076 5,106 5,041
As % of all permanent IT jobs advertised in Scotland 93.26% 92.27% 92.70%
Number of salaries quoted 3,374 3,214 2,970
Scotland median annual salary £45,500 £44,000 £45,000
Median salary % change year-on-year +3.41% -2.22% +5.88%
10th Percentile £29,750 £28,250 £26,750
90th Percentile £70,000 £67,500 £65,000
UK median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 18 September 2018.

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 18 September 2018. 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 +5 108 £52,500 -19.23% 6
Edinburgh +6 8 £55,000 +57.14% 4
West Lothian - 3 - -
Dundee - 1 - - 2
Multithreading
UK

For the 6 months to 18 September 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 Scotland region with a requirement for Multithreading.

1 75 (62.50%) Java
2 64 (53.33%) Agile Software Development
3 54 (45.00%) Finance
4 51 (42.50%) Test Automation
5 49 (40.83%) SQL
6 41 (34.17%) Linux
7 40 (33.33%) C++
8 38 (31.67%) Scrum
8 38 (31.67%) Concurrent Programming
9 37 (30.83%) Python
10 36 (30.00%) Oracle
10 36 (30.00%) TDD
11 35 (29.17%) BDD
12 32 (26.67%) Big Data
13 29 (24.17%) Multithreaded Programming
13 29 (24.17%) Banking
14 26 (21.67%) Spring
15 25 (20.83%) JavaScript
16 24 (20.00%) Visual Studio
17 23 (19.17%) XML
17 23 (19.17%) HTML
17 23 (19.17%) PL/SQL
17 23 (19.17%) HTML5
18 22 (18.33%) Degree
18 22 (18.33%) Hibernate
19 21 (17.50%) Software Engineering
19 21 (17.50%) Oracle Database
20 20 (16.67%) Software Delivery
20 20 (16.67%) Memory Management
20 20 (16.67%) Computer Science

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 9 (7.50%) JBoss
2 6 (5.00%) Confluence
2 6 (5.00%) Jetty
2 6 (5.00%) Tomcat
2 6 (5.00%) WebLogic
3 4 (3.33%) WebSphere
4 3 (2.50%) Apache
4 3 (2.50%) Apache Spark
4 3 (2.50%) Oracle HTTP Server
Cloud Services
1 9 (7.50%) Amazon AWS
1 9 (7.50%) Microsoft Azure
2 6 (5.00%) Slack
3 2 (1.67%) GitHub
4 1 (0.83%) Amazon SQS
Communications & Networking
1 5 (4.17%) HTTP
2 3 (2.50%) AMQP
2 3 (2.50%) TCP/IP
Database & Business Intelligence
1 32 (26.67%) Big Data
2 21 (17.50%) Oracle Database
3 16 (13.33%) NoSQL
3 16 (13.33%) SQL Server
4 13 (10.83%) MongoDB
5 9 (7.50%) Relational Database
5 9 (7.50%) SQL Server 2012
6 8 (6.67%) Apache Cassandra
6 8 (6.67%) Hadoop
7 7 (5.83%) Data Warehouse
7 7 (5.83%) MySQL
7 7 (5.83%) Qlik Sense
7 7 (5.83%) QlikView
8 6 (5.00%) Couchbase
8 6 (5.00%) PostgreSQL
8 6 (5.00%) SQLite
9 5 (4.17%) Redis
9 5 (4.17%) Riak
10 4 (3.33%) RDBMS
11 3 (2.50%) Oracle Database 10g
Development Applications
1 24 (20.00%) Visual Studio
2 14 (11.67%) Cucumber
3 13 (10.83%) Selenium
4 12 (10.00%) JUnit
5 11 (9.17%) Git (software)
6 7 (5.83%) TeamCity
7 6 (5.00%) Bitbucket
7 6 (5.00%) ClearCase
7 6 (5.00%) Eclipse
7 6 (5.00%) FitNesse
7 6 (5.00%) git-flow
7 6 (5.00%) Toad
8 5 (4.17%) Subversion
8 5 (4.17%) Vagrant
9 4 (3.33%) GoogleTest
9 4 (3.33%) Hudson
9 4 (3.33%) Jenkins
10 3 (2.50%) CppUnit
10 3 (2.50%) MagicDraw
10 3 (2.50%) Maven
General
1 54 (45.00%) Finance
2 29 (24.17%) Banking
3 16 (13.33%) Investment Banking
4 10 (8.33%) Law
5 9 (7.50%) Financial Institution
6 1 (0.83%) Electronics
6 1 (0.83%) Front Office
6 1 (0.83%) Games
Job Titles
1 101 (84.17%) Developer
2 45 (37.50%) Java Developer
3 35 (29.17%) C++ Developer
4 28 (23.33%) Senior Developer
5 11 (9.17%) Senior C++ Developer
5 11 (9.17%) Senior Java Developer
5 11 (9.17%) Software Engineer
6 9 (7.50%) Python Developer
7 8 (6.67%) Lead Developer
8 7 (5.83%) QlikView Developer
9 6 (5.00%) Lead Java Developer
10 5 (4.17%) Java Engineer
10 5 (4.17%) Senior Python Developer
11 4 (3.33%) Java Software Engineer
12 2 (1.67%) Big Data Developer
12 2 (1.67%) Programmer
13 1 (0.83%) Analyst
13 1 (0.83%) Analyst Programmer
13 1 (0.83%) C++ Software Engineer
13 1 (0.83%) ETL Developer
Libraries, Frameworks & Software Standards
1 26 (21.67%) Spring
2 23 (19.17%) HTML
2 23 (19.17%) HTML5
2 23 (19.17%) XML
3 22 (18.33%) Hibernate
4 18 (15.00%) Boost C++ Libraries
5 13 (10.83%) CSS
6 12 (10.00%) AngularJS
7 8 (6.67%) JSON
7 8 (6.67%) Kafka
7 8 (6.67%) Middleware
7 8 (6.67%) RESTful
7 8 (6.67%) XSD
7 8 (6.67%) XSLT
8 6 (5.00%) CSS3
8 6 (5.00%) jQuery
8 6 (5.00%) LESS
8 6 (5.00%) Node.js
8 6 (5.00%) React
9 5 (4.17%) WebSockets
Miscellaneous
1 20 (16.67%) Computer Science
2 16 (13.33%) Robotics
3 13 (10.83%) Analytical Skills
4 7 (5.83%) Algorithms
4 7 (5.83%) Data Structures
4 7 (5.83%) Foreign Exchange (FX)
4 7 (5.83%) User Experience
5 6 (5.00%) Derivative
6 4 (3.33%) Management Information System
7 2 (1.67%) Cloud Native
7 2 (1.67%) Greenfield Project
7 2 (1.67%) Mainframe
8 1 (0.83%) 3D Graphics
8 1 (0.83%) Enterprise Software
8 1 (0.83%) Fixed Income
8 1 (0.83%) Reference Data
8 1 (0.83%) Wiki
Operating Systems
1 41 (34.17%) Linux
2 7 (5.83%) Windows
3 6 (5.00%) Unix
Processes & Methodologies
1 64 (53.33%) Agile Software Development
2 51 (42.50%) Test Automation
3 38 (31.67%) Concurrent Programming
3 38 (31.67%) Scrum
4 36 (30.00%) TDD
5 35 (29.17%) BDD
6 29 (24.17%) Multithreaded Programming
7 21 (17.50%) Software Engineering
8 20 (16.67%) Memory Management
8 20 (16.67%) Software Delivery
8 20 (16.67%) Unit Testing
9 19 (15.83%) Performance Tuning
10 17 (14.17%) Low Latency
11 15 (12.50%) Kanban
12 13 (10.83%) Analytics
13 12 (10.00%) Collaborative Working
13 12 (10.00%) OO
13 12 (10.00%) SDLC
14 11 (9.17%) Wealth Management
15 10 (8.33%) Risk Management
Programming Languages
1 75 (62.50%) Java
2 49 (40.83%) SQL
3 40 (33.33%) C++
4 37 (30.83%) Python
5 25 (20.83%) JavaScript
6 23 (19.17%) PL/SQL
7 14 (11.67%) Bash Shell
7 14 (11.67%) Perl
8 7 (5.83%) C#
9 6 (5.00%) ES6
9 6 (5.00%) Ruby
9 6 (5.00%) Shell Script
10 5 (4.17%) C
10 5 (4.17%) Java 8
10 5 (4.17%) T-SQL
11 1 (0.83%) Embedded C
11 1 (0.83%) R
11 1 (0.83%) Scala
Qualifications
1 22 (18.33%) Degree
2 5 (4.17%) Computer Science Degree
Quality Assurance & Compliance
1 6 (5.00%) QA
System Software
1 5 (4.17%) Docker
2 2 (1.67%) HDFS
3 1 (0.83%) Firmware
Systems Management
1 5 (4.17%) Ansible
1 5 (4.17%) Cobbler
1 5 (4.17%) Opscode Chef
1 5 (4.17%) Puppet
2 3 (2.50%) Kubernetes
Vendors
1 36 (30.00%) Oracle
2 11 (9.17%) TIBCO
3 9 (7.50%) Microsoft
3 9 (7.50%) Sybase
4 7 (5.83%) Cognos
4 7 (5.83%) IBM
4 7 (5.83%) Solace
4 7 (5.83%) Tableau
5 6 (5.00%) Atlassian
5 6 (5.00%) Talarian
6 4 (3.33%) Google
7 3 (2.50%) Informatica
8 2 (1.67%) Cloudera
8 2 (1.67%) Cognizant
8 2 (1.67%) Salesforce.com
8 2 (1.67%) SAP