Period
to 16 November 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 16 November 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
UK > Scotland
6 months to
16 Nov 2018
Same period 2017 Same period 2016
Rank 100 132 171
Rank change year-on-year +32 +39 -10
Permanent jobs citing Multithreading 137 104 49
As % of all permanent IT jobs advertised in Scotland 2.54% 1.85% 0.93%
As % of the Processes & Methodologies category 2.73% 2.01% 1.01%
Number of salaries quoted 95 68 15
Scotland median annual salary £55,000 £52,500 £47,500
Median salary % change year-on-year +4.76% +10.53% -5.00%
10th Percentile £40,250 £43,750 £33,500
90th Percentile £69,250 £75,000 £73,000
UK median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -

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 5,019 5,170 4,864
As % of all permanent IT jobs advertised in Scotland 92.91% 91.96% 92.58%
Number of salaries quoted 3,232 3,304 2,941
Scotland median annual salary £45,000 £44,500 £43,500
Median salary % change year-on-year +1.12% +2.30% +2.35%
10th Percentile £28,750 £28,075 £27,500
90th Percentile £70,000 £66,250 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 16 November 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 16 November 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 +7 114 £56,000 +6.67% 13
Edinburgh +18 16 £55,000 +57.14% 9
West Lothian - 5 - -
Dundee - 2 - -
Multithreading
UK

For the 6 months to 16 November 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 77 (56.20%) Finance
2 72 (52.55%) Java
3 62 (45.26%) SQL
4 61 (44.53%) C++
5 59 (43.07%) Agile Software Development
6 58 (42.34%) Linux
7 48 (35.04%) Oracle
7 48 (35.04%) Python
8 43 (31.39%) Test Automation
9 41 (29.93%) Visual Studio
9 41 (29.93%) Multithreaded Programming
10 40 (29.20%) XML
10 40 (29.20%) PL/SQL
11 37 (27.01%) Banking
12 35 (25.55%) Unit Testing
13 34 (24.82%) Scrum
14 30 (21.90%) JavaScript
15 28 (20.44%) HTML
16 27 (19.71%) Boost C++ Libraries
16 27 (19.71%) HTML5
16 27 (19.71%) Concurrent Programming
17 26 (18.98%) Degree
18 25 (18.25%) BDD
19 24 (17.52%) Oracle Database
20 23 (16.79%) Computer Science
20 23 (16.79%) SQL Server
21 22 (16.06%) Memory Management
21 22 (16.06%) Performance Tuning
22 21 (15.33%) AngularJS
22 21 (15.33%) NoSQL

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 12 (8.76%) Confluence
2 9 (6.57%) JBoss
3 5 (3.65%) Apache
3 5 (3.65%) Oracle HTTP Server
4 4 (2.92%) Jetty
4 4 (2.92%) Tomcat
4 4 (2.92%) WebLogic
4 4 (2.92%) WebSphere
5 2 (1.46%) Apache Spark
Cloud Services
1 17 (12.41%) Amazon AWS
1 17 (12.41%) Microsoft Azure
2 12 (8.76%) Slack
3 3 (2.19%) Amazon SQS
4 2 (1.46%) GitHub
4 2 (1.46%) Google Cloud Platform
Communications & Networking
1 10 (7.30%) HTTP
2 6 (4.38%) TCP/IP
3 3 (2.19%) AMQP
Database & Business Intelligence
1 24 (17.52%) Oracle Database
2 23 (16.79%) SQL Server
3 21 (15.33%) NoSQL
4 19 (13.87%) Big Data
5 16 (11.68%) MongoDB
6 14 (10.22%) MySQL
7 12 (8.76%) PostgreSQL
7 12 (8.76%) Relational Database
7 12 (8.76%) SQLite
8 11 (8.03%) Data Warehouse
8 11 (8.03%) Qlik Sense
8 11 (8.03%) QlikView
8 11 (8.03%) SQL Server 2012
9 8 (5.84%) Apache Cassandra
10 7 (5.11%) RDBMS
11 6 (4.38%) Hadoop
12 4 (2.92%) Couchbase
13 3 (2.19%) Cosmos DB
13 3 (2.19%) Redis
13 3 (2.19%) Riak
Development Applications
1 41 (29.93%) Visual Studio
2 21 (15.33%) Git (software)
3 17 (12.41%) Cucumber
4 16 (11.68%) JUnit
4 16 (11.68%) Selenium
5 13 (9.49%) Toad
6 12 (8.76%) Bitbucket
6 12 (8.76%) git-flow
7 9 (6.57%) TeamCity
8 8 (5.84%) ClearCase
9 6 (4.38%) Eclipse
10 5 (3.65%) CppUnit
10 5 (3.65%) Subversion
11 4 (2.92%) GoogleTest
11 4 (2.92%) Hudson
12 3 (2.19%) FitNesse
12 3 (2.19%) Jenkins
12 3 (2.19%) JIRA
12 3 (2.19%) MagicDraw
12 3 (2.19%) Vagrant
General
1 77 (56.20%) Finance
2 37 (27.01%) Banking
3 15 (10.95%) Investment Banking
4 10 (7.30%) Law
5 9 (6.57%) Financial Institution
6 2 (1.46%) Electronics
6 2 (1.46%) Games
7 1 (0.73%) Automotive
7 1 (0.73%) Front Office
Job Titles
1 119 (86.86%) Developer
2 54 (39.42%) C++ Developer
3 41 (29.93%) Java Developer
4 23 (16.79%) Senior Developer
5 16 (11.68%) Senior C++ Developer
6 15 (10.95%) Lead Developer
7 11 (8.03%) QlikView Developer
8 10 (7.30%) Lead Java Developer
8 10 (7.30%) Software Engineer
9 4 (2.92%) Java Engineer
9 4 (2.92%) Java Software Engineer
9 4 (2.92%) Python Developer
9 4 (2.92%) Senior Java Developer
9 4 (2.92%) Software Developer
10 3 (2.19%) C++ Software Engineer
11 2 (1.46%) .NET Developer
11 2 (1.46%) Big Data Developer
11 2 (1.46%) C# Developer
11 2 (1.46%) Lead .NET Developer
11 2 (1.46%) Programmer
Libraries, Frameworks & Software Standards
1 40 (29.20%) XML
2 28 (20.44%) HTML
3 27 (19.71%) Boost C++ Libraries
3 27 (19.71%) HTML5
4 21 (15.33%) AngularJS
5 20 (14.60%) CSS
6 17 (12.41%) Middleware
7 15 (10.95%) Spring
8 14 (10.22%) XSD
8 14 (10.22%) XSLT
9 13 (9.49%) Hibernate
10 12 (8.76%) CSS3
10 12 (8.76%) jQuery
10 12 (8.76%) LESS
10 12 (8.76%) Node.js
10 12 (8.76%) React
11 10 (7.30%) JSON
11 10 (7.30%) Kafka
11 10 (7.30%) RabbitMQ
11 10 (7.30%) RESTful
Miscellaneous
1 23 (16.79%) Computer Science
2 17 (12.41%) Analytical Skills
3 12 (8.76%) Robotics
3 12 (8.76%) User Experience
4 11 (8.03%) Algorithms
4 11 (8.03%) Data Structures
4 11 (8.03%) Derivative
4 11 (8.03%) Foreign Exchange (FX)
5 6 (4.38%) Management Information System
6 5 (3.65%) Cloud Native
7 2 (1.46%) Mainframe
7 2 (1.46%) Wiki
8 1 (0.73%) Blog
8 1 (0.73%) Client/Server
8 1 (0.73%) Fixed Income
8 1 (0.73%) Greenfield Project
8 1 (0.73%) Reference Data
Operating Systems
1 58 (42.34%) Linux
2 16 (11.68%) Windows
3 2 (1.46%) Unix
Processes & Methodologies
1 59 (43.07%) Agile Software Development
2 43 (31.39%) Test Automation
3 41 (29.93%) Multithreaded Programming
4 35 (25.55%) Unit Testing
5 34 (24.82%) Scrum
6 27 (19.71%) Concurrent Programming
7 25 (18.25%) BDD
8 22 (16.06%) Memory Management
8 22 (16.06%) Performance Tuning
9 21 (15.33%) Kanban
10 20 (14.60%) Low Latency
11 17 (12.41%) Analytics
12 16 (11.68%) Electronic Trading
12 16 (11.68%) Software Engineering
12 16 (11.68%) TDD
13 15 (10.95%) Continuous Integration
13 15 (10.95%) SOLID
14 13 (9.49%) Collaborative Working
14 13 (9.49%) SDLC
15 12 (8.76%) Microservices
Programming Languages
1 72 (52.55%) Java
2 62 (45.26%) SQL
3 61 (44.53%) C++
4 48 (35.04%) Python
5 40 (29.20%) PL/SQL
6 30 (21.90%) JavaScript
7 17 (12.41%) Perl
8 15 (10.95%) Bash Shell
9 14 (10.22%) C#
10 12 (8.76%) ES6
11 7 (5.11%) C
11 7 (5.11%) Shell Script
12 6 (4.38%) T-SQL
13 4 (2.92%) Ruby
14 3 (2.19%) Java 8
15 2 (1.46%) R
16 1 (0.73%) Embedded C
Qualifications
1 26 (18.98%) Degree
2 7 (5.11%) Computer Science Degree
Quality Assurance & Compliance
1 6 (4.38%) QA
System Software
1 3 (2.19%) Docker
2 2 (1.46%) HDFS
3 1 (0.73%) Firmware
Systems Management
1 5 (3.65%) Kubernetes
2 3 (2.19%) Ansible
2 3 (2.19%) Cobbler
2 3 (2.19%) Opscode Chef
2 3 (2.19%) Puppet
Vendors
1 48 (35.04%) Oracle
2 20 (14.60%) TIBCO
3 16 (11.68%) Solace
4 13 (9.49%) Talarian
5 11 (8.03%) Cognos
5 11 (8.03%) Tableau
6 9 (6.57%) Atlassian
7 8 (5.84%) Microsoft
8 7 (5.11%) IBM
8 7 (5.11%) Sybase
9 6 (4.38%) Google
10 3 (2.19%) Informatica
11 2 (1.46%) Cloudera
11 2 (1.46%) Cognizant
11 2 (1.46%) Salesforce.com
11 2 (1.46%) SAP
12 1 (0.73%) Twitter