Period
to 19 August 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 19 August 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
England > North West
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 285 214 233
Rank change year-on-year -71 +19 +55
Permanent jobs citing Multithreading 73 173 114
As % of all permanent IT jobs advertised in the North West 0.60% 1.31% 0.98%
As % of the Processes & Methodologies category 0.66% 1.44% 1.09%
Number of salaries quoted 66 167 104
North West median annual salary £40,000 £42,500 £46,250
Median salary % change year-on-year -5.88% -8.11% +15.63%
10th Percentile £22,500 £22,500 £22,500
90th Percentile £52,500 £68,750 £57,125
England 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 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 11,050 12,054 10,452
As % of all permanent IT jobs advertised in the North West 91.32% 91.32% 90.27%
Number of salaries quoted 8,882 9,722 8,748
North West median annual salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00% -
10th Percentile £26,250 £26,250 £25,000
90th Percentile £67,500 £63,750 £62,500
England median annual salary £50,000 £50,000 £50,000

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 19 August 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 19 August 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 -41 66 £40,000 - 15
Cheshire -46 4 £50,000 -20.00% 2
Merseyside - 2 £40,000 - 1
Lancashire +12 1 - - 1
Multithreading
England

For the 6 months to 19 August 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 48 (65.75%) Agile Software Development
2 47 (64.38%) C#
3 46 (63.01%) .NET
4 41 (56.16%) ASP.NET
5 36 (49.32%) SQL Server
5 36 (49.32%) TDD
6 34 (46.58%) MVC
7 33 (45.21%) Kanban
8 31 (42.47%) .NET Framework
8 31 (42.47%) ASP.NET MVC
9 30 (41.10%) Microsoft Azure
10 29 (39.73%) AngularJS
10 29 (39.73%) Software Engineering
11 28 (38.36%) Ruby
11 28 (38.36%) Windows
11 28 (38.36%) Amazon AWS
11 28 (38.36%) Computer Science
12 27 (36.99%) Games
13 26 (35.62%) JavaScript
14 25 (34.25%) TeamCity
14 25 (34.25%) MongoDB
15 24 (32.88%) BDD
15 24 (32.88%) KnockoutJS
15 24 (32.88%) ASP.NET Web API
15 24 (32.88%) RESTful
16 23 (31.51%) WPF
16 23 (31.51%) Web Application Development
17 22 (30.14%) Twitter Bootstrap
17 22 (30.14%) Elasticsearch
17 22 (30.14%) Dependency Injection

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 22 (30.14%) Elasticsearch
2 10 (13.70%) Apache Pig
3 3 (4.11%) Appian
3 3 (4.11%) Tomcat
4 2 (2.74%) JBoss
4 2 (2.74%) Jetty
4 2 (2.74%) WebLogic
5 1 (1.37%) Confluence
5 1 (1.37%) WebSphere
5 1 (1.37%) WildFly
Cloud Services
1 30 (41.10%) Microsoft Azure
2 28 (38.36%) Amazon AWS
3 3 (4.11%) Amazon EC2
3 3 (4.11%) Amazon S3
3 3 (4.11%) Amazon SQS
4 2 (2.74%) AWS Lambda
4 2 (2.74%) Serverless
Communications & Networking
1 15 (20.55%) HTTP
2 11 (15.07%) Firewall
3 10 (13.70%) SSL
3 10 (13.70%) TCP/IP
4 2 (2.74%) RS-232
5 1 (1.37%) AMQP
Database & Business Intelligence
1 36 (49.32%) SQL Server
2 25 (34.25%) MongoDB
3 20 (27.40%) SQL Server 2016
4 15 (20.55%) MySQL
5 12 (16.44%) Hadoop
6 10 (13.70%) Apache Hive
6 10 (13.70%) Big Data
7 6 (8.22%) Relational Database
8 4 (5.48%) NoSQL
9 3 (4.11%) RDBMS
10 2 (2.74%) Amazon Aurora
10 2 (2.74%) Amazon RDS
10 2 (2.74%) Couchbase
10 2 (2.74%) Redis
10 2 (2.74%) Riak
10 2 (2.74%) SQL Server 2014
11 1 (1.37%) Amazon DynamoDB
11 1 (1.37%) QlikView
11 1 (1.37%) SQL Server 2008
Development Applications
1 25 (34.25%) TeamCity
2 17 (23.29%) Git (software)
2 17 (23.29%) JIRA
3 15 (20.55%) Selenium
4 14 (19.18%) Robot Framework
5 13 (17.81%) Bitbucket
6 11 (15.07%) Atlassian Bamboo
7 10 (13.70%) CodeSonar
7 10 (13.70%) git-flow
8 8 (10.96%) Team Foundation Server
8 8 (10.96%) Visual Studio
9 7 (9.59%) Subversion
10 5 (6.85%) Cucumber
11 4 (5.48%) JMeter
11 4 (5.48%) LoadRunner
11 4 (5.48%) MSTest
11 4 (5.48%) Ranorex
11 4 (5.48%) SoapUI
11 4 (5.48%) WebDriver
12 3 (4.11%) Octopus Deploy
General
1 27 (36.99%) Games
2 1 (1.37%) Publishing
2 1 (1.37%) Retail
2 1 (1.37%) Telecoms
Job Titles
1 44 (60.27%) Developer
2 26 (35.62%) .NET Developer
3 20 (27.40%) Junior
3 20 (27.40%) Software Engineer
4 19 (26.03%) Graduate
4 19 (26.03%) Graduate .NET Developer
4 19 (26.03%) Graduate Developer
4 19 (26.03%) Junior .NET Developer
4 19 (26.03%) Junior Developer
5 15 (20.55%) C# Software Engineer
6 11 (15.07%) C++ Software Engineer
6 11 (15.07%) Java Engineer
6 11 (15.07%) Java Software Engineer
7 8 (10.96%) C++ Developer
8 5 (6.85%) .NET Software Engineer
9 4 (5.48%) Test Leader
10 3 (4.11%) Digital Architect
10 3 (4.11%) Digital Solutions Architect
10 3 (4.11%) Lead Tester
10 3 (4.11%) QA Leader
Libraries, Frameworks & Software Standards
1 46 (63.01%) .NET
2 41 (56.16%) ASP.NET
3 31 (42.47%) .NET Framework
3 31 (42.47%) ASP.NET MVC
4 29 (39.73%) AngularJS
5 24 (32.88%) ASP.NET Web API
5 24 (32.88%) KnockoutJS
5 24 (32.88%) RESTful
6 23 (31.51%) WPF
7 22 (30.14%) MSMQ
7 22 (30.14%) Twitter Bootstrap
8 21 (28.77%) Entity Framework
9 20 (27.40%) WCF
10 17 (23.29%) Node.js
11 16 (21.92%) SOAP
12 15 (20.55%) REST
13 14 (19.18%) RabbitMQ
14 11 (15.07%) HTML
14 11 (15.07%) Java EE
15 10 (13.70%) Spring MVC
Miscellaneous
1 28 (38.36%) Computer Science
2 7 (9.59%) Algorithms
3 6 (8.22%) Greenfield Project
4 5 (6.85%) 3D Graphics
4 5 (6.85%) Client/Server
4 5 (6.85%) Enterprise Software
5 4 (5.48%) Mobile App
6 2 (2.74%) Management Information System
7 1 (1.37%) Animation
7 1 (1.37%) Data Structures
7 1 (1.37%) Linux Command Line
7 1 (1.37%) Video\Live Streaming
Operating Systems
1 28 (38.36%) Windows
2 16 (21.92%) Linux
3 10 (13.70%) Android
3 10 (13.70%) Apple iOS
3 10 (13.70%) Mac OS X
4 2 (2.74%) Windows 10
5 1 (1.37%) HPUX
5 1 (1.37%) Solaris
5 1 (1.37%) Unix
5 1 (1.37%) Windows Server
5 1 (1.37%) Windows XP
Processes & Methodologies
1 48 (65.75%) Agile Software Development
2 36 (49.32%) TDD
3 34 (46.58%) MVC
4 33 (45.21%) Kanban
5 29 (39.73%) Software Engineering
6 24 (32.88%) BDD
7 23 (31.51%) Web Application Development
8 22 (30.14%) Dependency Injection
9 20 (27.40%) Web Development
10 16 (21.92%) Test Automation
11 14 (19.18%) Scrum
12 11 (15.07%) User Stories
13 10 (13.70%) API Design
13 10 (13.70%) Cybersecurity
13 10 (13.70%) Ethical Hacking
13 10 (13.70%) Penetration Testing
13 10 (13.70%) Reverse Engineering
14 9 (12.33%) Multithreaded Programming
15 6 (8.22%) Integration Testing
15 6 (8.22%) Software Delivery
Programming Languages
1 47 (64.38%) C#
2 28 (38.36%) Ruby
3 26 (35.62%) JavaScript
4 22 (30.14%) F#
5 21 (28.77%) C++
6 15 (20.55%) Java
7 13 (17.81%) PHP
8 12 (16.44%) Bash Shell
8 12 (16.44%) C
8 12 (16.44%) Python
9 10 (13.70%) Objective-C
9 10 (13.70%) PowerShell
9 10 (13.70%) SQL
10 5 (6.85%) VC++
11 3 (4.11%) Perl
12 2 (2.74%) Java 8
13 1 (1.37%) ES6
13 1 (1.37%) ES7
13 1 (1.37%) Go
13 1 (1.37%) TypeScript
Qualifications
1 10 (13.70%) CCNA
1 10 (13.70%) Cisco Certification
1 10 (13.70%) CISSP
1 10 (13.70%) CompTIA Security+
1 10 (13.70%) Degree
1 10 (13.70%) DV Cleared
1 10 (13.70%) GIAC
1 10 (13.70%) Linux+ Certification
1 10 (13.70%) MCSE
1 10 (13.70%) Microsoft Certification
1 10 (13.70%) Network+ Certification
1 10 (13.70%) SANS
1 10 (13.70%) Security Cleared
1 10 (13.70%) SSCP
2 3 (4.11%) ISTQB
3 2 (2.74%) Computer Science Degree
3 2 (2.74%) Numerate Degree
Quality Assurance & Compliance
1 4 (5.48%) QA
2 1 (1.37%) SLA
System Software
1 12 (16.44%) Docker
2 10 (13.70%) vSphere
Systems Management
1 22 (30.14%) Kibana
2 12 (16.44%) Puppet
3 10 (13.70%) Salt
4 3 (4.11%) Business Desktop Deployment
4 3 (4.11%) WSUS
5 2 (2.74%) Ansible
5 2 (2.74%) Cobbler
5 2 (2.74%) Opscode Chef
Vendors
1 19 (26.03%) Google
2 14 (19.18%) Microsoft
3 2 (2.74%) Oracle
4 1 (1.37%) Apple
4 1 (1.37%) Cisco
4 1 (1.37%) HP
4 1 (1.37%) IBM
4 1 (1.37%) JD Edwards
4 1 (1.37%) Micro Focus
4 1 (1.37%) Remedy
4 1 (1.37%) TIBCO