Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
England > North West
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 294 251 234
Rank change year-on-year -43 -17 +55
Permanent jobs citing Multithreading 67 123 120
As % of all permanent IT jobs advertised in the North West 0.57% 0.96% 0.99%
As % of the Processes & Methodologies category 0.63% 1.06% 1.08%
Number of salaries quoted 63 116 113
North West median annual salary £40,000 £45,000 £45,000
Median salary % change year-on-year -11.11% - -
10th Percentile £22,500 £22,500 £22,500
90th Percentile £52,500 £68,750 £61,500
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +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 the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 10,632 11,608 11,081
As % of all permanent IT jobs advertised in the North West 90.98% 90.94% 91.02%
Number of salaries quoted 8,516 9,217 9,256
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £68,750 £65,000 £62,500
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

Multithreading
Job Vacancy Trend in the North West

Job postings citing Multithreading as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Multithreading in the North West

Multithreading
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Multithreading in the North West.

Salary trend for Multithreading in the North West

Multithreading
Salary Histogram in the North West

The salary distribution of IT jobs citing Multithreading in the North West over the 6 months to 20 October 2018.

Salary histogram for Multithreading in the North West

Multithreading
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Multithreading within the North West region over the 6 months to 20 October 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
Manchester -11 59 £40,000 +6.67% 12
Cheshire -17 6 £43,000 -31.20% 7
Merseyside - 2 £40,000 - 2
Multithreading
England

For the 6 months to 20 October 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 North West region with a requirement for Multithreading.

1 40 (59.70%) Software Engineering
2 35 (52.24%) .NET
2 35 (52.24%) Windows
3 34 (50.75%) C#
3 34 (50.75%) C++
4 31 (46.27%) Agile Software Development
4 31 (46.27%) Computer Science
5 30 (44.78%) Games
6 29 (43.28%) ASP.NET
7 25 (37.31%) JavaScript
8 24 (35.82%) SQL Server
9 23 (34.33%) C
9 23 (34.33%) .NET Framework
9 23 (34.33%) Degree
10 22 (32.84%) Kanban
10 22 (32.84%) MVC
11 21 (31.34%) TDD
11 21 (31.34%) Linux
11 21 (31.34%) Amazon AWS
11 21 (31.34%) Multithreaded Programming
12 19 (28.36%) Greenfield Project
12 19 (28.36%) Microsoft Azure
12 19 (28.36%) ASP.NET MVC
13 16 (23.88%) Java
13 16 (23.88%) JIRA
14 15 (22.39%) MySQL
14 15 (22.39%) HTTP
15 14 (20.90%) Test Automation
15 14 (20.90%) Node.js
15 14 (20.90%) AngularJS

Multithreading
Co-occurring IT Skills in the North West 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 11 (16.42%) Elasticsearch
2 10 (14.93%) Apache Pig
3 4 (5.97%) Tomcat
4 3 (4.48%) JBoss
4 3 (4.48%) WebLogic
5 2 (2.99%) Apache
5 2 (2.99%) IIS
5 2 (2.99%) SharePoint
6 1 (1.49%) Jetty
6 1 (1.49%) WebSphere
6 1 (1.49%) WildFly
Applications
1 2 (2.99%) Microsoft Office
1 2 (2.99%) Microsoft PowerPoint
1 2 (2.99%) MS Visio
Business Applications
1 2 (2.99%) SAP HR
Cloud Services
1 21 (31.34%) Amazon AWS
2 19 (28.36%) Microsoft Azure
3 2 (2.99%) Amazon EC2
3 2 (2.99%) Amazon S3
3 2 (2.99%) Amazon SQS
3 2 (2.99%) AWS Lambda
3 2 (2.99%) GitHub
3 2 (2.99%) OpenShift
3 2 (2.99%) Serverless
Communications & Networking
1 15 (22.39%) HTTP
2 13 (19.40%) RS-232
3 12 (17.91%) Firewall
4 10 (14.93%) SSL
4 10 (14.93%) TCP/IP
5 6 (8.96%) RS-485
6 2 (2.99%) Kerberos
6 2 (2.99%) Wireless
7 1 (1.49%) AMQP
Database & Business Intelligence
1 24 (35.82%) SQL Server
2 15 (22.39%) MySQL
3 12 (17.91%) MongoDB
4 11 (16.42%) Hadoop
5 10 (14.93%) Apache Hive
5 10 (14.93%) Big Data
6 9 (13.43%) SQL Server 2016
7 3 (4.48%) Relational Database
8 2 (2.99%) Amazon Aurora
8 2 (2.99%) Amazon RDS
8 2 (2.99%) NoSQL
8 2 (2.99%) SQL Server 2014
9 1 (1.49%) Couchbase
9 1 (1.49%) QlikView
9 1 (1.49%) Redis
9 1 (1.49%) Riak
Development Applications
1 16 (23.88%) JIRA
2 13 (19.40%) Git (software)
2 13 (19.40%) Selenium
3 12 (17.91%) Bitbucket
4 11 (16.42%) TeamCity
5 10 (14.93%) Atlassian Bamboo
5 10 (14.93%) CodeSonar
5 10 (14.93%) git-flow
5 10 (14.93%) Robot Framework
6 8 (11.94%) Visual Studio
7 6 (8.96%) Subversion
8 3 (4.48%) Cucumber
8 3 (4.48%) Jenkins
9 2 (2.99%) Ant
9 2 (2.99%) CMake
9 2 (2.99%) GCC
9 2 (2.99%) Maven
9 2 (2.99%) Mercurial
9 2 (2.99%) ReSharper
9 2 (2.99%) SonarQube
General
1 30 (44.78%) Games
2 3 (4.48%) Electronics
2 3 (4.48%) Finance
2 3 (4.48%) Manufacturing
2 3 (4.48%) Marketing
2 3 (4.48%) Telecoms
3 2 (2.99%) Banking
3 2 (2.99%) Investment Banking
Job Titles
1 36 (53.73%) Software Engineer
2 28 (41.79%) Developer
3 25 (37.31%) C++ Software Engineer
4 18 (26.87%) C# Software Engineer
5 16 (23.88%) Embedded Engineer
5 16 (23.88%) Embedded Software Engineer
6 14 (20.90%) .NET Developer
6 14 (20.90%) Embedded C++ Engineer
6 14 (20.90%) Embedded C++ Software Engineer
7 11 (16.42%) Junior
8 10 (14.93%) C Software Engineer
8 10 (14.93%) Embedded C Engineer
8 10 (14.93%) Embedded C Software Engineer
8 10 (14.93%) Embedded C/C++ Engineer
8 10 (14.93%) Embedded C/C++ Software Engineer
8 10 (14.93%) Graduate
8 10 (14.93%) Graduate Developer
8 10 (14.93%) Java Software Engineer
8 10 (14.93%) Junior .NET Developer
8 10 (14.93%) Junior Developer
Libraries, Frameworks & Software Standards
1 35 (52.24%) .NET
2 29 (43.28%) ASP.NET
3 23 (34.33%) .NET Framework
4 19 (28.36%) ASP.NET MVC
5 14 (20.90%) AngularJS
5 14 (20.90%) Node.js
6 13 (19.40%) ASP.NET Web API
6 13 (19.40%) Entity Framework
6 13 (19.40%) KnockoutJS
7 12 (17.91%) REST
7 12 (17.91%) WCF
7 12 (17.91%) WPF
8 11 (16.42%) MSMQ
8 11 (16.42%) RabbitMQ
8 11 (16.42%) RESTful
8 11 (16.42%) SOAP
8 11 (16.42%) Twitter Bootstrap
9 10 (14.93%) LAMP
9 10 (14.93%) Spring MVC
9 10 (14.93%) STL
Miscellaneous
1 31 (46.27%) Computer Science
2 19 (28.36%) Greenfield Project
3 5 (7.46%) 3D Graphics
3 5 (7.46%) Algorithms
3 5 (7.46%) Client/Server
4 2 (2.99%) Analytical Skills
4 2 (2.99%) Field-Programmable Gate Array
4 2 (2.99%) PKI
4 2 (2.99%) Self-Motivation
5 1 (1.49%) Management Information System
5 1 (1.49%) Mobile App
5 1 (1.49%) Video\Live Streaming
Operating Systems
1 35 (52.24%) Windows
2 21 (31.34%) Linux
3 10 (14.93%) Android
3 10 (14.93%) Apple iOS
3 10 (14.93%) Mac OS X
4 6 (8.96%) Ubuntu
5 2 (2.99%) Windows 10
5 2 (2.99%) Windows Server
6 1 (1.49%) HPUX
6 1 (1.49%) Solaris
6 1 (1.49%) Unix
6 1 (1.49%) Windows XP
Processes & Methodologies
1 40 (59.70%) Software Engineering
2 31 (46.27%) Agile Software Development
3 22 (32.84%) Kanban
3 22 (32.84%) MVC
4 21 (31.34%) Multithreaded Programming
4 21 (31.34%) TDD
5 14 (20.90%) Test Automation
6 12 (17.91%) BDD
6 12 (17.91%) Scrum
7 11 (16.42%) Dependency Injection
7 11 (16.42%) Web Application Development
8 10 (14.93%) API Design
8 10 (14.93%) Cybersecurity
8 10 (14.93%) Ethical Hacking
8 10 (14.93%) Penetration Testing
8 10 (14.93%) Reverse Engineering
8 10 (14.93%) User Stories
8 10 (14.93%) Web Development
9 7 (10.45%) Static Code Analysis
10 6 (8.96%) Embedded Software Development
Programming Languages
1 34 (50.75%) C#
1 34 (50.75%) C++
2 25 (37.31%) JavaScript
3 23 (34.33%) C
4 16 (23.88%) Java
5 12 (17.91%) Ruby
6 11 (16.42%) Bash Shell
6 11 (16.42%) F#
6 11 (16.42%) PHP
6 11 (16.42%) Python
7 10 (14.93%) Objective-C
7 10 (14.93%) PowerShell
8 5 (7.46%) SQL
8 5 (7.46%) VC++
9 2 (2.99%) Embedded C++
10 1 (1.49%) Perl
10 1 (1.49%) PL/SQL
10 1 (1.49%) VB
10 1 (1.49%) VB.NET
10 1 (1.49%) VB6
Qualifications
1 23 (34.33%) Degree
2 13 (19.40%) Computer Science Degree
3 12 (17.91%) CISSP
4 10 (14.93%) CCNA
4 10 (14.93%) Cisco Certification
4 10 (14.93%) CompTIA Security+
4 10 (14.93%) DV Cleared
4 10 (14.93%) GIAC
4 10 (14.93%) Linux+ Certification
4 10 (14.93%) MCSE
4 10 (14.93%) Microsoft Certification
4 10 (14.93%) Network+ Certification
4 10 (14.93%) SANS
4 10 (14.93%) Security Cleared
4 10 (14.93%) SSCP
5 2 (2.99%) CEH
5 2 (2.99%) CISA
5 2 (2.99%) CISM
5 2 (2.99%) Numerate Degree
Quality Assurance & Compliance
1 1 (1.49%) SLA
System Software
1 11 (16.42%) Docker
2 10 (14.93%) vSphere
3 2 (2.99%) Active Directory
Systems Management
1 13 (19.40%) Puppet
2 11 (16.42%) Kibana
3 10 (14.93%) Salt
4 3 (4.48%) Ansible
4 3 (4.48%) Opscode Chef
5 2 (2.99%) Single Sign-On
6 1 (1.49%) Cobbler
Vendors
1 11 (16.42%) Google
1 11 (16.42%) Microsoft
2 7 (10.45%) Oracle
3 5 (7.46%) SAP
4 2 (2.99%) JD Edwards
4 2 (2.99%) Ping Identity
5 1 (1.49%) Apple
5 1 (1.49%) Cisco
5 1 (1.49%) HP
5 1 (1.49%) IBM
5 1 (1.49%) TIBCO