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

Multithreaded
England > North West
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 264 198 193
Rank change year-on-year -66 -5 +87
Permanent jobs citing Multithreading 102 185 156
As % of all permanent IT jobs advertised in the North West 0.83% 1.45% 1.39%
As % of the Processes & Methodologies category 0.91% 1.59% 1.55%
Number of salaries quoted 96 176 149
North West median annual salary £45,000 £41,250 £47,500
Median salary % change year-on-year +9.09% -13.16% +18.75%
10th Percentile £22,500 £22,500 £22,700
90th Percentile £68,750 £68,750 £55,250
England median annual salary £60,000 £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 11,221 11,627 10,060
As % of all permanent IT jobs advertised in the North West 91.52% 91.29% 89.73%
Number of salaries quoted 9,034 9,528 8,427
North West median annual salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% - -
10th Percentile £26,250 £26,250 £24,000
90th Percentile £66,250 £62,500 £62,500
England median annual salary £50,000 £50,000 £48,500
% change year-on-year - +3.09% +2.11%

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 18 June 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 18 June 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 -22 85 £40,000 +6.67% 9
Cheshire -39 15 £62,500 - 2
Lancashire -9 1 - -
Cumbria - 1 £45,000 -
Multithreading
England

For the 6 months to 18 June 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 74 (72.55%) Agile Software Development
2 72 (70.59%) C#
3 71 (69.61%) .NET
4 59 (57.84%) ASP.NET
5 57 (55.88%) SQL Server
6 55 (53.92%) MVC
7 54 (52.94%) Microsoft Azure
7 54 (52.94%) ASP.NET MVC
8 52 (50.98%) TDD
9 51 (50.00%) AngularJS
10 48 (47.06%) RESTful
11 47 (46.08%) Kanban
11 47 (46.08%) Ruby
12 45 (44.12%) TeamCity
13 44 (43.14%) ASP.NET Web API
13 44 (43.14%) MongoDB
14 43 (42.16%) WPF
15 42 (41.18%) Web Application Development
15 42 (41.18%) KnockoutJS
16 41 (40.20%) Twitter Bootstrap
16 41 (40.20%) Elasticsearch
16 41 (40.20%) F#
16 41 (40.20%) Dependency Injection
16 41 (40.20%) Amazon AWS
16 41 (40.20%) MSMQ
16 41 (40.20%) Kibana
17 37 (36.27%) .NET Framework
18 36 (35.29%) Computer Science
19 34 (33.33%) Web Development
19 34 (33.33%) BDD

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 41 (40.20%) Elasticsearch
2 5 (4.90%) Apache Pig
3 2 (1.96%) JBoss
3 2 (1.96%) Jetty
3 2 (1.96%) Tomcat
3 2 (1.96%) WebLogic
4 1 (0.98%) Confluence
4 1 (0.98%) WebSphere
4 1 (0.98%) WildFly
Applications
1 3 (2.94%) Maya
Cloud Services
1 54 (52.94%) Microsoft Azure
2 41 (40.20%) Amazon AWS
3 1 (0.98%) Amazon EC2
3 1 (0.98%) Amazon S3
3 1 (0.98%) Amazon SQS
Communications & Networking
1 9 (8.82%) HTTP
2 5 (4.90%) Firewall
2 5 (4.90%) SSL
2 5 (4.90%) TCP/IP
3 1 (0.98%) AMQP
Database & Business Intelligence
1 57 (55.88%) SQL Server
2 44 (43.14%) MongoDB
3 21 (20.59%) SQL Server 2014
4 20 (19.61%) SQL Server 2016
5 10 (9.80%) MySQL
6 7 (6.86%) Hadoop
6 7 (6.86%) NoSQL
7 6 (5.88%) Relational Database
7 6 (5.88%) SQL Server 2008
8 5 (4.90%) Apache Hive
8 5 (4.90%) Big Data
9 3 (2.94%) RDBMS
10 2 (1.96%) Couchbase
10 2 (1.96%) Redis
10 2 (1.96%) Riak
11 1 (0.98%) Amazon DynamoDB
Development Applications
1 45 (44.12%) TeamCity
2 19 (18.63%) Git (software)
3 13 (12.75%) Team Foundation Server
4 10 (9.80%) Selenium
5 9 (8.82%) Robot Framework
6 7 (6.86%) JIRA
7 6 (5.88%) Atlassian Bamboo
7 6 (5.88%) Bitbucket
8 5 (4.90%) CodeSonar
8 5 (4.90%) Cucumber
8 5 (4.90%) git-flow
9 4 (3.92%) JMeter
9 4 (3.92%) LoadRunner
9 4 (3.92%) MSTest
9 4 (3.92%) Ranorex
9 4 (3.92%) SoapUI
9 4 (3.92%) Subversion
9 4 (3.92%) WebDriver
10 3 (2.94%) Jenkins
10 3 (2.94%) Octopus Deploy
General
1 34 (33.33%) Games
2 5 (4.90%) Telecoms
3 2 (1.96%) Publishing
4 1 (0.98%) Retail
Job Titles
1 67 (65.69%) Developer
2 48 (47.06%) .NET Developer
3 30 (29.41%) Junior
4 29 (28.43%) Graduate
4 29 (28.43%) Graduate .NET Developer
4 29 (28.43%) Graduate Developer
4 29 (28.43%) Junior .NET Developer
4 29 (28.43%) Junior Developer
5 16 (15.69%) Software Engineer
6 12 (11.76%) Messaging Developer
7 9 (8.82%) C# Software Engineer
8 7 (6.86%) Architect
8 7 (6.86%) C++ Software Engineer
9 6 (5.88%) C++ Developer
9 6 (5.88%) Java Engineer
9 6 (5.88%) Java Software Engineer
10 5 (4.90%) Development Manager
11 4 (3.92%) Applications Developer
11 4 (3.92%) Java Technical Architect
11 4 (3.92%) Technical Architect
Libraries, Frameworks & Software Standards
1 71 (69.61%) .NET
2 59 (57.84%) ASP.NET
3 54 (52.94%) ASP.NET MVC
4 51 (50.00%) AngularJS
5 48 (47.06%) RESTful
6 44 (43.14%) ASP.NET Web API
7 43 (42.16%) WPF
8 42 (41.18%) KnockoutJS
9 41 (40.20%) MSMQ
9 41 (40.20%) Twitter Bootstrap
10 37 (36.27%) .NET Framework
11 32 (31.37%) Entity Framework
12 31 (30.39%) Node.js
13 30 (29.41%) WCF
14 20 (19.61%) CSS
15 18 (17.65%) RabbitMQ
16 14 (13.73%) REST
17 13 (12.75%) HTML
18 12 (11.76%) ASP.NET MVC 5
19 11 (10.78%) React
Miscellaneous
1 36 (35.29%) Computer Science
2 7 (6.86%) Mobile App
3 6 (5.88%) Greenfield Project
4 5 (4.90%) Animation
4 5 (4.90%) Enterprise Software
5 4 (3.92%) Algorithms
6 2 (1.96%) Linux Command Line
6 2 (1.96%) Management Information System
7 1 (0.98%) 3D Graphics
7 1 (0.98%) Client/Server
7 1 (0.98%) CUDA
7 1 (0.98%) Data Structures
7 1 (0.98%) Robotics
7 1 (0.98%) Self-Motivation
7 1 (0.98%) Video\Live Streaming
Operating Systems
1 24 (23.53%) Windows
2 14 (13.73%) Linux
3 5 (4.90%) Android
3 5 (4.90%) Apple iOS
3 5 (4.90%) Mac OS X
4 1 (0.98%) HPUX
4 1 (0.98%) Solaris
4 1 (0.98%) Unix
4 1 (0.98%) Windows XP
Processes & Methodologies
1 74 (72.55%) Agile Software Development
2 55 (53.92%) MVC
3 52 (50.98%) TDD
4 47 (46.08%) Kanban
5 42 (41.18%) Web Application Development
6 41 (40.20%) Dependency Injection
7 34 (33.33%) BDD
7 34 (33.33%) Web Development
8 28 (27.45%) Software Engineering
9 24 (23.53%) OO
10 14 (13.73%) Scrum
11 11 (10.78%) Test Automation
12 10 (9.80%) Risk Management
13 8 (7.84%) Concurrent Programming
13 8 (7.84%) Continuous Integration
13 8 (7.84%) Mentoring
13 8 (7.84%) Project Management
14 7 (6.86%) Front End Development
14 7 (6.86%) Multithreaded Programming
14 7 (6.86%) Problem-Solving
Programming Languages
1 72 (70.59%) C#
2 47 (46.08%) Ruby
3 41 (40.20%) F#
4 30 (29.41%) JavaScript
5 17 (16.67%) Java
6 15 (14.71%) SQL
7 14 (13.73%) C++
8 10 (9.80%) PHP
8 10 (9.80%) Python
9 7 (6.86%) Bash Shell
10 6 (5.88%) Java 8
10 6 (5.88%) VB.NET
11 5 (4.90%) C
11 5 (4.90%) Objective-C
11 5 (4.90%) PowerShell
12 4 (3.92%) TypeScript
13 3 (2.94%) Perl
14 2 (1.96%) ES6
14 2 (1.96%) ES7
14 2 (1.96%) Go
Qualifications
1 5 (4.90%) CCNA
1 5 (4.90%) Cisco Certification
1 5 (4.90%) CISSP
1 5 (4.90%) CompTIA Security+
1 5 (4.90%) Degree
1 5 (4.90%) DV Cleared
1 5 (4.90%) GIAC
1 5 (4.90%) Linux+ Certification
1 5 (4.90%) MCSE
1 5 (4.90%) Microsoft Certification
1 5 (4.90%) Network+ Certification
1 5 (4.90%) SANS
1 5 (4.90%) Security Cleared
1 5 (4.90%) SSCP
2 3 (2.94%) Computer Science Degree
2 3 (2.94%) ISTQB
Quality Assurance & Compliance
1 4 (3.92%) QA
2 1 (0.98%) SLA
System Software
1 7 (6.86%) Docker
2 5 (4.90%) vSphere
Systems Management
1 41 (40.20%) Kibana
2 12 (11.76%) Business Desktop Deployment
2 12 (11.76%) WSUS
3 7 (6.86%) Puppet
4 5 (4.90%) Salt
5 2 (1.96%) Ansible
5 2 (1.96%) Cobbler
5 2 (1.96%) Opscode Chef
Vendors
1 29 (28.43%) Google
2 18 (17.65%) Microsoft
3 5 (4.90%) Xamarin
4 2 (1.96%) Oracle
5 1 (0.98%) Apple
5 1 (0.98%) Cisco
5 1 (0.98%) HP
5 1 (0.98%) IBM
5 1 (0.98%) Micro Focus
5 1 (0.98%) Remedy
5 1 (0.98%) TIBCO