Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 15 December 2017 with a comparison to the same period in the previous 2 years.

Multithreaded
Cambridgeshire > Cambridge
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 28 48 82
Rank change year-on-year +20 +34 -1
Permanent jobs citing Multithreading 315 126 75
As % of all permanent IT jobs advertised in Cambridge 9.84% 5.42% 2.61%
As % of the Processes & Methodologies category 10.54% 6.05% 2.92%
Number of salaries quoted 258 121 69
Cambridge median annual salary £55,000 £57,500 £45,000
Median salary % change year-on-year -4.35% +27.78% -
10th Percentile £35,125 £27,500 £32,500
90th Percentile £80,000 £77,500 £71,250
Cambridgeshire median annual salary £55,000 £57,500 £41,500
% change year-on-year -4.35% +38.55% -7.78%

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2990 2081 2569
As % of all permanent IT jobs advertised in Cambridge 93.44% 89.54% 89.29%
Number of salaries quoted 2247 1722 2195
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £29,500 £26,250 £30,000
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £48,000 £45,000 £44,500
% change year-on-year +6.67% +1.12% +5.95%

Multithreading
Job Vacancy Trend in Cambridge

Job postings citing Multithreading as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Multithreading in Cambridge

Multithreading
Salary Trend in Cambridge

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

Salary trend for Multithreading in Cambridge

Multithreading
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Multithreading in Cambridge over the 6 months to 15 December 2017.

Salary histogram for Multithreading in Cambridge

For the 6 months to 15 December 2017, IT jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Multithreading.

1 192 (60.95%) C++
2 177 (56.19%) Software Engineering
3 157 (49.84%) Java
4 142 (45.08%) Agile Software Development
5 138 (43.81%) Degree
6 115 (36.51%) C#
7 110 (34.92%) Linux
8 109 (34.60%) Computer Science
9 107 (33.97%) OO
9 107 (33.97%) C
10 95 (30.16%) Python
11 90 (28.57%) Multithreaded Programming
12 84 (26.67%) Algorithms
13 74 (23.49%) Windows
14 54 (17.14%) Finance
15 53 (16.83%) Mathematics
16 49 (15.56%) Machine Learning
17 48 (15.24%) Artificial Intelligence
18 47 (14.92%) TDD
18 47 (14.92%) PhD
18 47 (14.92%) Distributed Algorithms
19 44 (13.97%) AngularJS
20 42 (13.33%) Microsoft
20 42 (13.33%) MVC
21 41 (13.02%) Scrum
22 39 (12.38%) Smart City
22 39 (12.38%) Smart City Simulations
23 35 (11.11%) Reinforcement Learning
23 35 (11.11%) Performance Optimisation
23 35 (11.11%) Wireless

Multithreading
Co-occurring IT Skills in Cambridge 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 29 (9.21%) Elasticsearch
2 7 (2.22%) Apache
2 7 (2.22%) Tomcat
2 7 (2.22%) WebLogic
3 3 (0.95%) Cloud Foundry
4 1 (0.32%) Apache Solr
4 1 (0.32%) Apache Spark
Cloud Services
1 28 (8.89%) Microsoft Azure
2 12 (3.81%) Amazon AWS
3 2 (0.63%) Cloud Computing
3 2 (0.63%) SaaS
4 1 (0.32%) Cortana Intelligence Suite
4 1 (0.32%) Google Play
Communications & Networking
1 35 (11.11%) Wireless
2 24 (7.62%) Internet
3 10 (3.17%) 3G
3 10 (3.17%) 4G
3 10 (3.17%) OpenVPN
4 2 (0.63%) HTTP
4 2 (0.63%) TCP/IP
5 1 (0.32%) Ethernet
5 1 (0.32%) Wi-Fi
Database & Business Intelligence
1 32 (10.16%) SQL Server
2 29 (9.21%) MongoDB
3 28 (8.89%) SQL Server 2016
4 24 (7.62%) NoSQL
5 15 (4.76%) Big Data
6 1 (0.32%) Apache Cassandra
6 1 (0.32%) Hadoop
6 1 (0.32%) Text Mining
Development Applications
1 28 (8.89%) TeamCity
2 8 (2.54%) Cucumber
2 8 (2.54%) JBehave
3 7 (2.22%) Atlassian Bamboo
3 7 (2.22%) Bitbucket
3 7 (2.22%) Git (software)
3 7 (2.22%) JIRA
4 2 (0.63%) webpack
5 1 (0.32%) JUnit
5 1 (0.32%) Mockito
General
1 54 (17.14%) Finance
2 13 (4.13%) Games
3 9 (2.86%) Automotive
4 3 (0.95%) Telecoms
5 1 (0.32%) Advertising
5 1 (0.32%) Banking
5 1 (0.32%) French Language
5 1 (0.32%) German Language
5 1 (0.32%) Italian Language
5 1 (0.32%) Japanese Language
5 1 (0.32%) Pharmaceutical
5 1 (0.32%) Retail
Job Titles
1 159 (50.48%) Software Engineer
2 95 (30.16%) Developer
3 81 (25.71%) C++ Software Engineer
4 76 (24.13%) Senior Software Engineer
5 65 (20.63%) Java Engineer
6 57 (18.10%) Java Software Engineer
7 45 (14.29%) Graduate
8 32 (10.16%) Graduate Software Engineer
9 30 (9.52%) Graduate Java Engineer
9 30 (9.52%) Graduate Java Software Engineer
10 29 (9.21%) .NET Developer
10 29 (9.21%) C++ Developer
11 28 (8.89%) Embedded Engineer
11 28 (8.89%) Messaging Developer
11 28 (8.89%) Senior C++ Software Engineer
12 27 (8.57%) C Software Engineer
12 27 (8.57%) Senior C Software Engineer
13 25 (7.94%) Embedded Software Engineer
13 25 (7.94%) Lead Software Engineer
13 25 (7.94%) Linux Engineer
Libraries, Frameworks & Software Standards
1 44 (13.97%) AngularJS
2 34 (10.79%) STL
3 31 (9.84%) .NET
4 29 (9.21%) RESTful
5 28 (8.89%) ASP.NET
5 28 (8.89%) ASP.NET MVC
5 28 (8.89%) ASP.NET MVC 5
5 28 (8.89%) ASP.NET Web API
5 28 (8.89%) KnockoutJS
5 28 (8.89%) MSMQ
5 28 (8.89%) Node.js
5 28 (8.89%) RabbitMQ
5 28 (8.89%) Twitter Bootstrap
5 28 (8.89%) WPF
6 26 (8.25%) Boost C++ Libraries
7 23 (7.30%) Qt
8 20 (6.35%) POSIX
9 19 (6.03%) HTML
10 17 (5.40%) TensorFlow
10 17 (5.40%) Web Services
Miscellaneous
1 109 (34.60%) Computer Science
2 84 (26.67%) Algorithms
3 39 (12.38%) Smart City
4 35 (11.11%) Data Structures
5 29 (9.21%) Analytical Skills
6 23 (7.30%) Field-Programmable Gate Array
7 13 (4.13%) Internet of Things
7 13 (4.13%) Smart Energy
8 12 (3.81%) Mobile Payment
8 12 (3.81%) Smartphone
9 11 (3.49%) Clustering
10 10 (3.17%) Fintech
10 10 (3.17%) Mobile App
11 5 (1.59%) Greenfield Project
12 4 (1.27%) Private Cloud
12 4 (1.27%) Public Cloud
13 3 (0.95%) Device Driver
13 3 (0.95%) Enterprise Software
13 3 (0.95%) Handset
14 2 (0.63%) ASIC
Operating Systems
1 110 (34.92%) Linux
2 74 (23.49%) Windows
3 19 (6.03%) Windows Embedded Compact
4 13 (4.13%) Embedded Linux
5 7 (2.22%) Oracle Linux
5 7 (2.22%) Solaris
5 7 (2.22%) Unix
6 6 (1.90%) Android
7 3 (0.95%) Apple iOS
8 2 (0.63%) Mac OS X
Processes & Methodologies
1 177 (56.19%) Software Engineering
2 142 (45.08%) Agile Software Development
3 107 (33.97%) OO
4 90 (28.57%) Multithreaded Programming
5 53 (16.83%) Mathematics
6 49 (15.56%) Machine Learning
7 48 (15.24%) Artificial Intelligence
8 47 (14.92%) Distributed Algorithms
8 47 (14.92%) TDD
9 42 (13.33%) MVC
10 41 (13.02%) Scrum
11 39 (12.38%) Smart City Simulations
12 35 (11.11%) Performance Optimisation
12 35 (11.11%) Reinforcement Learning
13 34 (10.79%) OOD
14 32 (10.16%) Test Automation
15 31 (9.84%) Physics
16 29 (9.21%) Software Architecture
17 28 (8.89%) Dependency Injection
17 28 (8.89%) Kanban
Programming Languages
1 192 (60.95%) C++
2 157 (49.84%) Java
3 115 (36.51%) C#
4 107 (33.97%) C
5 95 (30.16%) Python
6 29 (9.21%) Ruby
7 28 (8.89%) F#
8 17 (5.40%) JavaScript
9 15 (4.76%) Embedded C++
10 14 (4.44%) SQL
11 3 (0.95%) Embedded C
Qualifications
1 138 (43.81%) Degree
2 47 (14.92%) PhD
3 34 (10.79%) Computer Science Degree
Quality Assurance & Compliance
1 16 (5.08%) QA
2 2 (0.63%) JTAG
System Software
1 6 (1.90%) Firmware
2 4 (1.27%) Docker
Systems Management
1 28 (8.89%) Business Desktop Deployment
1 28 (8.89%) Kibana
1 28 (8.89%) WSUS
Vendors
1 42 (13.33%) Microsoft
2 16 (5.08%) Terracotta
3 13 (4.13%) Google
3 13 (4.13%) Oracle
3 13 (4.13%) Samsung
4 9 (2.86%) Intel
4 9 (2.86%) NVIDIA
5 7 (2.22%) Atlassian
5 7 (2.22%) Sun
6 6 (1.90%) IBM
6 6 (1.90%) Sony
6 6 (1.90%) WorldPay
7 1 (0.32%) QNX