Period
to 20 March 2019

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

Multithreaded
England > North West
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 237 245 227
Rank change year-on-year +8 -18 -19
Permanent jobs citing Multithreading 94 131 144
As % of all permanent IT jobs advertised in the North West 0.93% 1.02% 1.19%
As % of the Processes & Methodologies category 1.01% 1.10% 1.28%
Number of salaries quoted 46 126 139
North West median annual salary £42,500 £45,750 £50,000
Median salary % change year-on-year -7.10% -8.50% +5.26%
10th Percentile £26,250 £22,500 £22,500
90th Percentile £65,250 £68,750 £68,750
England median annual salary £70,000 £57,500 £60,250
% change year-on-year +21.74% -4.56% +0.42%

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 9,294 11,937 11,216
As % of all permanent IT jobs advertised in the North West 91.68% 92.53% 92.35%
Number of salaries quoted 7,271 9,605 9,340
North West median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £27,500 £27,359 £25,500
90th Percentile £70,000 £66,250 £62,500
England median annual salary £52,500 £50,000 £49,500
% change year-on-year +5.00% +1.01% +4.21%

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 March 2019.

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 March 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
Cheshire +76 54 £57,500 -8.00% 6
Manchester -55 38 £37,500 -6.25% 14
Merseyside - 2 £51,250 - 3
Multithreading
England

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

1 54 (57.45%) Amazon AWS
2 49 (52.13%) Linux
2 49 (52.13%) Amazon EC2
3 47 (50.00%) AWS Elastic Beanstalk
4 45 (47.87%) Amazon S3
5 43 (45.74%) Amazon RDS
5 43 (45.74%) DevOps
6 39 (41.49%) AWS Lambda
6 39 (41.49%) Serverless
7 38 (40.43%) GitHub
8 37 (39.36%) Datadog
9 36 (38.30%) Web Services
10 32 (34.04%) OO
11 31 (32.98%) REST
12 28 (29.79%) Jenkins
13 26 (27.66%) Big Data
13 26 (27.66%) Amazon SQS
13 26 (27.66%) Multithreaded Programming
13 26 (27.66%) Python
13 26 (27.66%) C++
13 26 (27.66%) Software Engineering
14 24 (25.53%) Games
14 24 (25.53%) Ansible
15 23 (24.47%) Windows
15 23 (24.47%) MySQL
15 23 (24.47%) SQL Server
16 22 (23.40%) Shell Script
16 22 (23.40%) MVC
16 22 (23.40%) Agile Software Development
16 22 (23.40%) Degree

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 7 (7.45%) Tomcat
2 5 (5.32%) Jetty
3 2 (2.13%) Apache
3 2 (2.13%) Elasticsearch
3 2 (2.13%) IIS
3 2 (2.13%) JBoss
3 2 (2.13%) SharePoint
3 2 (2.13%) WebLogic
Applications
1 2 (2.13%) Microsoft Office
1 2 (2.13%) Microsoft PowerPoint
1 2 (2.13%) MS Visio
Business Applications
1 2 (2.13%) SAP HR
Cloud Services
1 54 (57.45%) Amazon AWS
2 49 (52.13%) Amazon EC2
3 47 (50.00%) AWS Elastic Beanstalk
4 45 (47.87%) Amazon S3
5 39 (41.49%) AWS Lambda
5 39 (41.49%) Serverless
6 38 (40.43%) GitHub
7 37 (39.36%) Datadog
8 26 (27.66%) Amazon SQS
9 22 (23.40%) Slack
10 11 (11.70%) CloudFront
10 11 (11.70%) Route 53
11 4 (4.26%) Microsoft Azure
12 2 (2.13%) OpenShift
13 1 (1.06%) SaaS
Communications & Networking
1 20 (21.28%) RS-232
2 8 (8.51%) HTTP
2 8 (8.51%) RS-485
3 2 (2.13%) Kerberos
4 1 (1.06%) Wireless
Database & Business Intelligence
1 43 (45.74%) Amazon RDS
2 26 (27.66%) Big Data
3 23 (24.47%) MySQL
3 23 (24.47%) SQL Server
4 22 (23.40%) Amazon DynamoDB
5 21 (22.34%) MariaDB
6 4 (4.26%) Relational Database
7 3 (3.19%) NoSQL
8 2 (2.13%) MongoDB
Development Applications
1 28 (29.79%) Jenkins
2 11 (11.70%) Git (software)
3 9 (9.57%) Maven
4 8 (8.51%) JIRA
4 8 (8.51%) Subversion
5 7 (7.45%) Gradle
6 5 (5.32%) Visual Studio
7 2 (2.13%) Ant
7 2 (2.13%) Cucumber
7 2 (2.13%) Selenium
7 2 (2.13%) SonarQube
8 1 (1.06%) CMake
8 1 (1.06%) GCC
General
1 24 (25.53%) Games
2 7 (7.45%) Banking
3 6 (6.38%) Finance
4 2 (2.13%) Investment Banking
4 2 (2.13%) Manufacturing
5 1 (1.06%) Electronics
5 1 (1.06%) Marketing
5 1 (1.06%) Telecoms
Job Titles
1 52 (55.32%) Developer
2 25 (26.60%) Software Engineer
3 19 (20.21%) C++ Software Engineer
4 16 (17.02%) Embedded C++ Engineer
4 16 (17.02%) Embedded C++ Software Engineer
4 16 (17.02%) Embedded Engineer
4 16 (17.02%) Embedded Software Engineer
5 15 (15.96%) Python Developer
6 14 (14.89%) C Software Engineer
6 14 (14.89%) C/C++ Embedded Software Engineer
6 14 (14.89%) C/C++ Software Engineer
6 14 (14.89%) Embedded C Engineer
6 14 (14.89%) Embedded C Software Engineer
6 14 (14.89%) Embedded C/C++ Engineer
6 14 (14.89%) Embedded C/C++ Software Engineer
7 11 (11.70%) DevOps Engineer
7 11 (11.70%) DevOps Systems Engineer
7 11 (11.70%) Systems Engineer
8 10 (10.64%) Java Developer
8 10 (10.64%) PHP Developer
Libraries, Frameworks & Software Standards
1 36 (38.30%) Web Services
2 31 (32.98%) REST
3 21 (22.34%) Laravel
4 20 (21.28%) RESTful
5 19 (20.21%) XML
6 16 (17.02%) JSON
7 11 (11.70%) Velocity
8 10 (10.64%) Spring
9 9 (9.57%) .NET
10 6 (6.38%) ASP.NET
10 6 (6.38%) HTML
11 5 (5.32%) J2EE
11 5 (5.32%) Node.js
12 4 (4.26%) .NET Core
12 4 (4.26%) AngularJS
12 4 (4.26%) ASP.NET MVC
12 4 (4.26%) Hibernate
13 3 (3.19%) CSS
13 3 (3.19%) HTML5
13 3 (3.19%) MFC
Miscellaneous
1 22 (23.40%) Linux Command Line
2 18 (19.15%) Greenfield Project
3 11 (11.70%) Cloud Native
4 4 (4.26%) 3D Graphics
4 4 (4.26%) Analytical Skills
4 4 (4.26%) Self-Motivation
5 3 (3.19%) Algorithms
5 3 (3.19%) Client/Server
5 3 (3.19%) Management Information System
5 3 (3.19%) Video\Live Streaming
6 2 (2.13%) PKI
7 1 (1.06%) Animation
7 1 (1.06%) Field-Programmable Gate Array
Operating Systems
1 49 (52.13%) Linux
2 23 (24.47%) Windows
3 8 (8.51%) Ubuntu
4 5 (5.32%) Unix
5 1 (1.06%) Android
Processes & Methodologies
1 43 (45.74%) DevOps
2 32 (34.04%) OO
3 26 (27.66%) Multithreaded Programming
3 26 (27.66%) Software Engineering
4 22 (23.40%) Agile Software Development
4 22 (23.40%) Computer Science
4 22 (23.40%) MVC
5 21 (22.34%) API Integration
6 20 (21.28%) API Design
7 13 (13.83%) TDD
8 11 (11.70%) Performance Optimisation
9 10 (10.64%) Microservices
9 10 (10.64%) Migration
10 8 (8.51%) Embedded Software Development
11 7 (7.45%) Static Code Analysis
12 5 (5.32%) Concurrent Programming
12 5 (5.32%) Problem-Solving
12 5 (5.32%) SOA
13 4 (4.26%) Low Latency
13 4 (4.26%) Scrum
Programming Languages
1 26 (27.66%) C++
1 26 (27.66%) Python
2 22 (23.40%) Shell Script
3 21 (22.34%) PHP
4 16 (17.02%) Java
5 15 (15.96%) C
6 12 (12.77%) JavaScript
7 7 (7.45%) C#
8 4 (4.26%) SQL
9 3 (3.19%) VC++
10 2 (2.13%) Java 8
10 2 (2.13%) T-SQL
11 1 (1.06%) Embedded C++
11 1 (1.06%) Kotlin
Qualifications
1 22 (23.40%) Degree
2 17 (18.09%) Computer Science Degree
3 2 (2.13%) CEH
3 2 (2.13%) CISA
3 2 (2.13%) CISM
3 2 (2.13%) CISSP
4 1 (1.06%) PMI Certification
4 1 (1.06%) PMP
Quality Assurance & Compliance
1 1 (1.06%) Data Quality
1 1 (1.06%) QA
System Software
1 22 (23.40%) Docker
2 2 (2.13%) Active Directory
Systems Management
1 24 (25.53%) Ansible
2 22 (23.40%) Terraform
3 2 (2.13%) Opscode Chef
3 2 (2.13%) Puppet
3 2 (2.13%) Single Sign-On
Vendors
1 11 (11.70%) New Relic
2 4 (4.26%) Oracle
2 4 (4.26%) SAP
3 2 (2.13%) Microsoft
3 2 (2.13%) Ping Identity
4 1 (1.06%) JD Edwards
4 1 (1.06%) Twitter