Period
to 12 December 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
England > North West
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 272 252 256
Rank change year-on-year -20 +4 +36
Permanent jobs citing Multithreading 77 125 115
As % of all permanent IT jobs advertised in the North West 0.68% 0.95% 0.92%
As % of the Processes & Methodologies category 0.75% 1.04% 1.01%
Number of salaries quoted 64 118 109
North West median annual salary £40,000 £45,000 £47,500
Median salary % change year-on-year -11.11% -5.26% -
10th Percentile £26,250 £22,500 £22,500
90th Percentile £58,000 £68,750 £62,500
England 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 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 10,324 12,063 11,421
As % of all permanent IT jobs advertised in the North West 91.08% 91.59% 91.69%
Number of salaries quoted 8,294 9,590 9,514
North West median annual salary £45,000 £43,000 £40,000
Median salary % change year-on-year +4.65% +7.50% -
10th Percentile £26,250 £26,250 £25,750
90th Percentile £70,000 £65,000 £62,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 12 December 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 12 December 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 -28 56 £38,750 - 7
Cheshire 0 17 £55,000 -12.00% 8
Merseyside - 4 £40,000 - 1
Multithreading
England

For the 6 months to 12 December 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 44 (57.14%) Software Engineering
2 38 (49.35%) C++
3 37 (48.05%) Windows
4 35 (45.45%) Multithreaded Programming
5 33 (42.86%) Degree
6 32 (41.56%) Computer Science
7 31 (40.26%) Games
7 31 (40.26%) Greenfield Project
8 28 (36.36%) Agile Software Development
8 28 (36.36%) C
9 25 (32.47%) Linux
9 25 (32.47%) Amazon AWS
10 24 (31.17%) .NET
10 24 (31.17%) MVC
10 24 (31.17%) RS-232
10 24 (31.17%) Computer Science Degree
11 22 (28.57%) C#
12 20 (25.97%) JavaScript
13 19 (24.68%) ASP.NET
14 18 (23.38%) TDD
15 15 (19.48%) REST
16 14 (18.18%) SQL Server
16 14 (18.18%) Java
17 13 (16.88%) Microsoft Azure
17 13 (16.88%) JIRA
17 13 (16.88%) ASP.NET MVC
18 12 (15.58%) Git (software)
18 12 (15.58%) Static Code Analysis
18 12 (15.58%) MySQL
18 12 (15.58%) HTTP

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 6 (7.79%) Tomcat
2 5 (6.49%) Apache Pig
3 3 (3.90%) Elasticsearch
3 3 (3.90%) Jetty
4 2 (2.60%) Apache
4 2 (2.60%) IIS
4 2 (2.60%) JBoss
4 2 (2.60%) SharePoint
4 2 (2.60%) WebLogic
Applications
1 2 (2.60%) Microsoft Office
1 2 (2.60%) Microsoft PowerPoint
1 2 (2.60%) MS Visio
Business Applications
1 2 (2.60%) SAP HR
Cloud Services
1 25 (32.47%) Amazon AWS
2 13 (16.88%) Microsoft Azure
3 11 (14.29%) Amazon EC2
4 9 (11.69%) AWS Elastic Beanstalk
5 8 (10.39%) Amazon S3
5 8 (10.39%) Amazon SQS
5 8 (10.39%) AWS Lambda
5 8 (10.39%) GitHub
5 8 (10.39%) Serverless
6 6 (7.79%) Datadog
7 3 (3.90%) CloudFront
7 3 (3.90%) Route 53
8 2 (2.60%) OpenShift
9 1 (1.30%) SaaS
Communications & Networking
1 24 (31.17%) RS-232
2 12 (15.58%) HTTP
3 11 (14.29%) RS-485
4 7 (9.09%) Firewall
5 5 (6.49%) SSL
5 5 (6.49%) TCP/IP
6 3 (3.90%) Wireless
7 2 (2.60%) Kerberos
Database & Business Intelligence
1 14 (18.18%) SQL Server
2 12 (15.58%) MySQL
3 8 (10.39%) Amazon RDS
3 8 (10.39%) Big Data
4 5 (6.49%) Apache Hive
4 5 (6.49%) Hadoop
5 3 (3.90%) Amazon DynamoDB
5 3 (3.90%) MariaDB
5 3 (3.90%) MongoDB
5 3 (3.90%) Relational Database
5 3 (3.90%) SQL Server 2016
6 2 (2.60%) Amazon Aurora
6 2 (2.60%) NoSQL
7 1 (1.30%) QlikView
Development Applications
1 13 (16.88%) JIRA
2 12 (15.58%) Git (software)
3 7 (9.09%) Bitbucket
3 7 (9.09%) Selenium
3 7 (9.09%) Visual Studio
4 5 (6.49%) Atlassian Bamboo
4 5 (6.49%) CodeSonar
4 5 (6.49%) git-flow
4 5 (6.49%) Jenkins
4 5 (6.49%) Maven
4 5 (6.49%) Robot Framework
4 5 (6.49%) Subversion
5 3 (3.90%) CMake
5 3 (3.90%) GCC
5 3 (3.90%) Gradle
5 3 (3.90%) TeamCity
6 2 (2.60%) Ant
6 2 (2.60%) Cucumber
6 2 (2.60%) Mercurial
6 2 (2.60%) ReSharper
General
1 31 (40.26%) Games
2 7 (9.09%) Finance
3 5 (6.49%) Banking
3 5 (6.49%) Manufacturing
4 4 (5.19%) Electronics
4 4 (5.19%) Marketing
4 4 (5.19%) Telecoms
5 2 (2.60%) Investment Banking
Job Titles
1 43 (55.84%) Software Engineer
2 30 (38.96%) C++ Software Engineer
3 27 (35.06%) Embedded Engineer
3 27 (35.06%) Embedded Software Engineer
4 26 (33.77%) Developer
5 25 (32.47%) Embedded C++ Engineer
5 25 (32.47%) Embedded C++ Software Engineer
6 20 (25.97%) C Software Engineer
6 20 (25.97%) C/C++ Embedded Software Engineer
6 20 (25.97%) C/C++ Software Engineer
6 20 (25.97%) Embedded C Engineer
6 20 (25.97%) Embedded C Software Engineer
6 20 (25.97%) Embedded C/C++ Engineer
6 20 (25.97%) Embedded C/C++ Software Engineer
7 16 (20.78%) C# Software Engineer
8 11 (14.29%) .NET Software Engineer
9 10 (12.99%) Games Engineer
9 10 (12.99%) PC Engineer
9 10 (12.99%) Ubuntu Engineer
10 8 (10.39%) Java Developer
Libraries, Frameworks & Software Standards
1 24 (31.17%) .NET
2 19 (24.68%) ASP.NET
3 15 (19.48%) REST
4 13 (16.88%) ASP.NET MVC
5 10 (12.99%) .NET Core
5 10 (12.99%) .NET Framework
6 9 (11.69%) Web Services
6 9 (11.69%) XML
7 7 (9.09%) Node.js
7 7 (9.09%) RESTful
8 6 (7.79%) AngularJS
8 6 (7.79%) SOAP
8 6 (7.79%) Spring
9 5 (6.49%) Django
9 5 (6.49%) HTML
9 5 (6.49%) Java EE
9 5 (6.49%) KnockoutJS
9 5 (6.49%) LAMP
9 5 (6.49%) Spring MVC
9 5 (6.49%) STL
Miscellaneous
1 31 (40.26%) Greenfield Project
2 4 (5.19%) 3D Graphics
2 4 (5.19%) Algorithms
2 4 (5.19%) Client/Server
3 3 (3.90%) Analytical Skills
3 3 (3.90%) Cloud Native
3 3 (3.90%) Field-Programmable Gate Array
3 3 (3.90%) Self-Motivation
4 2 (2.60%) PKI
Operating Systems
1 37 (48.05%) Windows
2 25 (32.47%) Linux
3 11 (14.29%) Ubuntu
4 6 (7.79%) Android
5 5 (6.49%) Apple iOS
5 5 (6.49%) Mac OS X
6 3 (3.90%) Unix
7 2 (2.60%) Windows 10
7 2 (2.60%) Windows Server
Processes & Methodologies
1 44 (57.14%) Software Engineering
2 35 (45.45%) Multithreaded Programming
3 32 (41.56%) Computer Science
4 28 (36.36%) Agile Software Development
5 24 (31.17%) MVC
6 18 (23.38%) TDD
7 12 (15.58%) Static Code Analysis
8 11 (14.29%) API Design
8 11 (14.29%) Embedded Software Development
8 11 (14.29%) OO
9 9 (11.69%) Test Automation
10 8 (10.39%) Kanban
10 8 (10.39%) Scrum
11 6 (7.79%) DevOps
11 6 (7.79%) Microservices
11 6 (7.79%) User Stories
12 5 (6.49%) Cybersecurity
12 5 (6.49%) Ethical Hacking
12 5 (6.49%) Penetration Testing
12 5 (6.49%) Systems Engineering
Programming Languages
1 38 (49.35%) C++
2 28 (36.36%) C
3 22 (28.57%) C#
4 20 (25.97%) JavaScript
5 14 (18.18%) Java
6 11 (14.29%) PHP
6 11 (14.29%) Python
7 5 (6.49%) Bash Shell
7 5 (6.49%) Objective-C
7 5 (6.49%) PowerShell
7 5 (6.49%) SQL
8 4 (5.19%) VC++
9 3 (3.90%) Embedded C++
9 3 (3.90%) F#
9 3 (3.90%) Ruby
10 1 (1.30%) Kotlin
10 1 (1.30%) Perl
10 1 (1.30%) PL/SQL
10 1 (1.30%) T-SQL
Qualifications
1 33 (42.86%) Degree
2 24 (31.17%) Computer Science Degree
3 7 (9.09%) CISSP
4 5 (6.49%) CCNA
4 5 (6.49%) Cisco Certification
4 5 (6.49%) CompTIA Security+
4 5 (6.49%) DV Cleared
4 5 (6.49%) GIAC
4 5 (6.49%) Linux+ Certification
4 5 (6.49%) MCSE
4 5 (6.49%) Microsoft Certification
4 5 (6.49%) Network+ Certification
4 5 (6.49%) SANS
4 5 (6.49%) Security Cleared
4 5 (6.49%) SSCP
5 2 (2.60%) CEH
5 2 (2.60%) CISA
5 2 (2.60%) CISM
5 2 (2.60%) Numerate Degree
6 1 (1.30%) PMP
Quality Assurance & Compliance
1 1 (1.30%) Data Quality
1 1 (1.30%) QA
System Software
1 5 (6.49%) Docker
1 5 (6.49%) vSphere
2 2 (2.60%) Active Directory
Systems Management
1 7 (9.09%) Puppet
2 5 (6.49%) Salt
3 3 (3.90%) Kibana
4 2 (2.60%) Ansible
4 2 (2.60%) Opscode Chef
4 2 (2.60%) Single Sign-On
Vendors
1 7 (9.09%) SAP
2 6 (7.79%) Microsoft
2 6 (7.79%) Oracle
3 3 (3.90%) Google
3 3 (3.90%) JD Edwards
3 3 (3.90%) New Relic
4 2 (2.60%) Ping Identity
5 1 (1.30%) Twitter