Period
to 19 January 2019

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 19 January 2019 with a comparison to the same period in the previous 2 years.

Multithreaded
UK > Scotland
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 110 128 159
Rank change year-on-year +18 +31 +5
Permanent jobs citing Multithreading 127 109 40
As % of all permanent IT jobs advertised in Scotland 2.51% 1.96% 0.85%
As % of the Processes & Methodologies category 2.68% 2.12% 0.92%
Number of salaries quoted 94 65 10
Scotland median annual salary £55,000 £52,500 £45,000
Median salary % change year-on-year +4.76% +16.67% -10.00%
10th Percentile £38,750 £37,500 £30,375
90th Percentile £69,600 £70,000 £58,750
UK median annual salary £65,000 £57,500 £60,000
% change year-on-year +13.04% -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 4,738 5,135 4,341
As % of all permanent IT jobs advertised in Scotland 93.54% 92.39% 92.68%
Number of salaries quoted 3,079 3,376 2,735
Scotland median annual salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12% +4.71%
10th Percentile £29,500 £28,250 £28,750
90th Percentile £69,375 £66,250 £65,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 19 January 2019.

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 19 January 2019. 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 99 £57,500 +9.52% 11
Edinburgh +22 18 £48,750 +30.00% 4
West Lothian - 7 £42,500 -
Dundee - 2 - -
Aberdeen - 1 £42,500 -
Multithreading
UK

For the 6 months to 19 January 2019, 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 76 (59.84%) Finance
2 70 (55.12%) C++
3 62 (48.82%) Linux
4 54 (42.52%) SQL
5 50 (39.37%) Java
6 46 (36.22%) Agile Software Development
7 44 (34.65%) Multithreaded Programming
8 42 (33.07%) XML
8 42 (33.07%) Visual Studio
9 40 (31.50%) Oracle
9 40 (31.50%) Python
10 38 (29.92%) PL/SQL
11 33 (25.98%) Unit Testing
12 31 (24.41%) Test Automation
12 31 (24.41%) Banking
13 26 (20.47%) JavaScript
13 26 (20.47%) Degree
14 25 (19.69%) Computer Science
14 25 (19.69%) Boost C++ Libraries
14 25 (19.69%) Concurrent Programming
15 24 (18.90%) HTML
16 22 (17.32%) SQL Server
16 22 (17.32%) Scrum
17 21 (16.54%) Git (software)
17 21 (16.54%) HTML5
18 20 (15.75%) AngularJS
19 19 (14.96%) Windows
20 18 (14.17%) Performance Tuning
20 18 (14.17%) Memory Management
21 17 (13.39%) Kanban

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 (7.09%) Confluence
2 8 (6.30%) JBoss
3 7 (5.51%) Apache
3 7 (5.51%) Oracle HTTP Server
4 2 (1.57%) Apache Spark
5 1 (0.79%) Jetty
5 1 (0.79%) Tomcat
5 1 (0.79%) WebLogic
5 1 (0.79%) WebSphere
Cloud Services
1 14 (11.02%) Amazon AWS
1 14 (11.02%) Microsoft Azure
2 9 (7.09%) Slack
3 3 (2.36%) Amazon SQS
3 3 (2.36%) Google Cloud Platform
4 1 (0.79%) GitHub
Communications & Networking
1 12 (9.45%) HTTP
2 10 (7.87%) TCP/IP
Database & Business Intelligence
1 22 (17.32%) SQL Server
2 15 (11.81%) NoSQL
2 15 (11.81%) Oracle Database
3 13 (10.24%) SQL Server 2012
4 12 (9.45%) Data Warehouse
4 12 (9.45%) Qlik Sense
4 12 (9.45%) QlikView
5 11 (8.66%) MySQL
6 10 (7.87%) Apache Cassandra
6 10 (7.87%) Big Data
6 10 (7.87%) MongoDB
7 9 (7.09%) PostgreSQL
7 9 (7.09%) SQLite
8 8 (6.30%) Relational Database
9 4 (3.15%) RDBMS
10 3 (2.36%) Cosmos DB
10 3 (2.36%) CouchDB
10 3 (2.36%) Hadoop
11 2 (1.57%) Apache Hive
11 2 (1.57%) Data Lake
Development Applications
1 42 (33.07%) Visual Studio
2 21 (16.54%) Git (software)
3 16 (12.60%) JUnit
4 12 (9.45%) Toad
5 11 (8.66%) Cucumber
6 10 (7.87%) Selenium
7 9 (7.09%) Bitbucket
7 9 (7.09%) git-flow
8 8 (6.30%) ClearCase
8 8 (6.30%) TeamCity
9 7 (5.51%) CppUnit
10 4 (3.15%) GoogleTest
10 4 (3.15%) Jenkins
10 4 (3.15%) JIRA
11 3 (2.36%) Eclipse
11 3 (2.36%) Subversion
12 2 (1.57%) FindBugs
12 2 (1.57%) IntelliJ
12 2 (1.57%) Maven
13 1 (0.79%) Gradle
General
1 76 (59.84%) Finance
2 31 (24.41%) Banking
3 8 (6.30%) Investment Banking
4 7 (5.51%) Financial Institution
5 6 (4.72%) Law
6 3 (2.36%) Electronics
7 2 (1.57%) Automotive
7 2 (1.57%) Games
8 1 (0.79%) Front Office
Job Titles
1 106 (83.46%) Developer
2 55 (43.31%) C++ Developer
3 28 (22.05%) Java Developer
4 25 (19.69%) Senior Developer
5 18 (14.17%) Senior C++ Developer
6 16 (12.60%) Software Engineer
7 13 (10.24%) Lead Developer
8 12 (9.45%) QlikView Developer
9 9 (7.09%) C++ Software Engineer
9 9 (7.09%) Software Developer
10 7 (5.51%) Lead Java Developer
11 4 (3.15%) C# Developer
12 3 (2.36%) C# Software Developer
12 3 (2.36%) C++ Software Developer
12 3 (2.36%) Lead Software Developer
12 3 (2.36%) Senior C# Developer
12 3 (2.36%) Senior C# Software Developer
12 3 (2.36%) Senior Java Developer
12 3 (2.36%) Senior Software Developer
13 2 (1.57%) Lead .NET Developer
Libraries, Frameworks & Software Standards
1 42 (33.07%) XML
2 25 (19.69%) Boost C++ Libraries
3 24 (18.90%) HTML
4 21 (16.54%) HTML5
5 20 (15.75%) AngularJS
6 17 (13.39%) CSS
7 16 (12.60%) XSD
7 16 (12.60%) XSLT
8 15 (11.81%) Middleware
9 12 (9.45%) JSON
9 12 (9.45%) RESTful
10 9 (7.09%) .NET
10 9 (7.09%) CSS3
10 9 (7.09%) jQuery
10 9 (7.09%) Kafka
10 9 (7.09%) LESS
10 9 (7.09%) Node.js
10 9 (7.09%) React
11 8 (6.30%) SOAP
12 7 (5.51%) WebSockets
Miscellaneous
1 15 (11.81%) Analytical Skills
1 15 (11.81%) User Experience
2 14 (11.02%) Algorithms
2 14 (11.02%) Data Structures
3 9 (7.09%) Derivative
3 9 (7.09%) Foreign Exchange (FX)
4 8 (6.30%) Management Information System
5 7 (5.51%) Robotics
6 5 (3.94%) Cloud Native
7 2 (1.57%) Device Driver
7 2 (1.57%) Mainframe
7 2 (1.57%) Wiki
8 1 (0.79%) Blog
8 1 (0.79%) Client/Server
8 1 (0.79%) Fixed Income
8 1 (0.79%) Greenfield Project
8 1 (0.79%) Reference Data
Operating Systems
1 62 (48.82%) Linux
2 19 (14.96%) Windows
3 2 (1.57%) Unix
Processes & Methodologies
1 46 (36.22%) Agile Software Development
2 44 (34.65%) Multithreaded Programming
3 33 (25.98%) Unit Testing
4 31 (24.41%) Test Automation
5 25 (19.69%) Computer Science
5 25 (19.69%) Concurrent Programming
6 22 (17.32%) Scrum
7 18 (14.17%) Memory Management
7 18 (14.17%) Performance Tuning
8 17 (13.39%) Analytics
8 17 (13.39%) Kanban
8 17 (13.39%) Software Engineering
9 16 (12.60%) Low Latency
10 14 (11.02%) Electronic Trading
10 14 (11.02%) Microservices
10 14 (11.02%) Technical Debt
11 13 (10.24%) Continuous Integration
11 13 (10.24%) OO
11 13 (10.24%) SDLC
12 12 (9.45%) Data Modelling
Programming Languages
1 70 (55.12%) C++
2 54 (42.52%) SQL
3 50 (39.37%) Java
4 40 (31.50%) Python
5 38 (29.92%) PL/SQL
6 26 (20.47%) JavaScript
7 17 (13.39%) C#
8 16 (12.60%) Perl
9 10 (7.87%) Bash Shell
10 9 (7.09%) C
10 9 (7.09%) ES6
10 9 (7.09%) Shell Script
11 5 (3.94%) T-SQL
12 3 (2.36%) Java 8
13 2 (1.57%) R
14 1 (0.79%) Embedded C
14 1 (0.79%) Ruby
Qualifications
1 26 (20.47%) Degree
2 9 (7.09%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.57%) QA
System Software
1 2 (1.57%) HDFS
2 1 (0.79%) Firmware
Systems Management
1 7 (5.51%) Kubernetes
Vendors
1 40 (31.50%) Oracle
2 15 (11.81%) TIBCO
3 14 (11.02%) Solace
4 12 (9.45%) Cognos
4 12 (9.45%) Tableau
5 11 (8.66%) Talarian
6 7 (5.51%) Google
7 6 (4.72%) Atlassian
8 5 (3.94%) Microsoft
9 4 (3.15%) IBM
9 4 (3.15%) Sybase
10 2 (1.57%) Cloudera
10 2 (1.57%) Cognizant
10 2 (1.57%) Salesforce.com
10 2 (1.57%) SAP
11 1 (0.79%) Reuters
11 1 (0.79%) Twitter