Period
to 20 October 2018

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 20 October 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Cambridgeshire > Cambridge
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 36 37 40
Rank change year-on-year +1 +3 +55
Permanent jobs citing Multithreading 160 227 141
As % of all permanent IT jobs advertised in Cambridge 7.38% 8.32% 6.17%
As % of the Processes & Methodologies category 7.90% 8.93% 6.81%
Number of salaries quoted 157 187 135
Cambridge median annual salary £52,500 £56,500 £55,000
Median salary % change year-on-year -7.08% +2.73% +22.22%
10th Percentile £32,500 £37,500 £36,250
90th Percentile £76,250 £77,500 £80,000
Cambridgeshire median annual salary £52,500 £56,500 £55,000
% change year-on-year -7.08% +2.73% +29.41%

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 2,025 2,541 2,072
As % of all permanent IT jobs advertised in Cambridge 93.40% 93.15% 90.60%
Number of salaries quoted 1,546 1,986 1,714
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +2.27%
10th Percentile £29,000 £28,875 £26,250
90th Percentile £71,063 £71,250 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 20 October 2018.

Salary histogram for Multithreading in Cambridge

For the 6 months to 20 October 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 Cambridge region with a requirement for Multithreading.

1 122 (76.25%) C++
2 96 (60.00%) C
3 90 (56.25%) C#
4 89 (55.63%) Software Engineering
5 88 (55.00%) Python
6 86 (53.75%) Java
7 81 (50.63%) Algorithms
8 76 (47.50%) Machine Learning
9 67 (41.88%) Distributed Algorithms
10 60 (37.50%) Agile Software Development
11 53 (33.13%) Artificial Intelligence
12 46 (28.75%) PhD
13 44 (27.50%) Bayesian Methods
13 44 (27.50%) Natural Language Processing
13 44 (27.50%) MPhil
14 42 (26.25%) Linux
15 39 (24.38%) Biology
15 39 (24.38%) Computational Linguistics
15 39 (24.38%) Computational Biology
15 39 (24.38%) Probabilistic Modelling
15 39 (24.38%) Reinforcement Learning
15 39 (24.38%) Deep Learning
15 39 (24.38%) TensorFlow
16 30 (18.75%) Big Data
16 30 (18.75%) Windows
17 28 (17.50%) Mathematics
18 26 (16.25%) Games
18 26 (16.25%) Smart City
18 26 (16.25%) Decision-Making
19 23 (14.38%) Data Visualisation

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 20 (12.50%) Elasticsearch
2 1 (0.63%) Apache Spark
Cloud Services
1 9 (5.63%) Microsoft Azure
2 6 (3.75%) Amazon AWS
3 2 (1.25%) SaaS
4 1 (0.63%) Cloud Computing
Communications & Networking
1 13 (8.13%) TCP/IP
2 3 (1.88%) Internet
3 2 (1.25%) HTTP
4 1 (0.63%) OpenFlow
Database & Business Intelligence
1 30 (18.75%) Big Data
2 11 (6.88%) Apache Cassandra
2 11 (6.88%) SQL Server
3 9 (5.63%) MongoDB
3 9 (5.63%) SQL Server 2016
4 8 (5.00%) Blockchain
5 1 (0.63%) NoSQL
Development Applications
1 10 (6.25%) TeamCity
2 2 (1.25%) Jenkins
3 1 (0.63%) Eclipse
3 1 (0.63%) Git (software)
3 1 (0.63%) Gradle
3 1 (0.63%) JIRA
3 1 (0.63%) Maven
3 1 (0.63%) Selenium
3 1 (0.63%) Subversion
General
1 26 (16.25%) Games
2 12 (7.50%) Publishing
3 6 (3.75%) Automotive
4 2 (1.25%) Banking
4 2 (1.25%) Retail
4 2 (1.25%) Telecoms
5 1 (0.63%) Electronics
5 1 (0.63%) French Language
5 1 (0.63%) German Language
5 1 (0.63%) Italian Language
5 1 (0.63%) Japanese Language
5 1 (0.63%) Mandarin Language
Job Titles
1 93 (58.13%) Developer
2 57 (35.63%) Software Engineer
3 28 (17.50%) Software Developer
4 26 (16.25%) C++ Developer
4 26 (16.25%) Java Developer
5 23 (14.38%) C++ Software Engineer
5 23 (14.38%) Developer/Software Engineer
6 22 (13.75%) Senior Software Engineer
7 19 (11.88%) Machine Learning Engineer
8 18 (11.25%) C# Developer
8 18 (11.25%) Graduate
8 18 (11.25%) Python Engineer
9 17 (10.63%) Graduate Developer
10 15 (9.38%) Graduate Java Developer
10 15 (9.38%) Senior C++ Software Engineer
11 14 (8.75%) .NET Developer
12 12 (7.50%) Java Engineer
13 10 (6.25%) C++ Software Developer
13 10 (6.25%) Machine Learning Researcher
14 9 (5.63%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 44 (27.50%) Natural Language Processing
2 39 (24.38%) TensorFlow
3 17 (10.63%) .NET
4 15 (9.38%) STL
5 12 (7.50%) ASP.NET
5 12 (7.50%) ASP.NET MVC
5 12 (7.50%) ASP.NET Web API
5 12 (7.50%) RESTful
6 10 (6.25%) WPF
7 9 (5.63%) AngularJS
7 9 (5.63%) ASP.NET MVC 5
7 9 (5.63%) KnockoutJS
7 9 (5.63%) MSMQ
7 9 (5.63%) Node.js
7 9 (5.63%) RabbitMQ
7 9 (5.63%) Twitter Bootstrap
8 6 (3.75%) .NET Framework
9 5 (3.13%) WCF
9 5 (3.13%) Web Services
10 4 (2.50%) HTML
Miscellaneous
1 81 (50.63%) Algorithms
2 26 (16.25%) Smart City
3 22 (13.75%) Robotics
4 16 (10.00%) Data Structures
5 14 (8.75%) Computer Science
6 4 (2.50%) Virtual Team
7 3 (1.88%) Enterprise Software
7 3 (1.88%) Internet of Things
7 3 (1.88%) Smartphone
8 2 (1.25%) Analytical Skills
8 2 (1.25%) Fintech
9 1 (0.63%) Field-Programmable Gate Array
9 1 (0.63%) Infotainment
9 1 (0.63%) Raspberry Pi
Operating Systems
1 42 (26.25%) Linux
2 30 (18.75%) Windows
3 10 (6.25%) Android
4 5 (3.13%) Robot Operating System
5 2 (1.25%) Windows Embedded Compact
6 1 (0.63%) Apple iOS
Processes & Methodologies
1 89 (55.63%) Software Engineering
2 76 (47.50%) Machine Learning
3 67 (41.88%) Distributed Algorithms
4 60 (37.50%) Agile Software Development
5 53 (33.13%) Artificial Intelligence
6 44 (27.50%) Bayesian Methods
7 39 (24.38%) Biology
7 39 (24.38%) Computational Biology
7 39 (24.38%) Computational Linguistics
7 39 (24.38%) Deep Learning
7 39 (24.38%) Probabilistic Modelling
7 39 (24.38%) Reinforcement Learning
8 28 (17.50%) Mathematics
9 26 (16.25%) Decision-Making
10 23 (14.38%) Data Visualisation
10 23 (14.38%) Visualisation
11 19 (11.88%) Unit Testing
12 18 (11.25%) Mathematical Modelling
13 16 (10.00%) Scrum
13 16 (10.00%) TDD
Programming Languages
1 122 (76.25%) C++
2 96 (60.00%) C
3 90 (56.25%) C#
4 88 (55.00%) Python
5 86 (53.75%) Java
6 19 (11.88%) JavaScript
7 15 (9.38%) SQL
8 9 (5.63%) F#
8 9 (5.63%) Ruby
9 1 (0.63%) Java 8
Qualifications
1 46 (28.75%) PhD
2 44 (27.50%) MPhil
3 14 (8.75%) Degree
4 4 (2.50%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.25%) QA
System Software
1 7 (4.38%) Virtual Machines
2 4 (2.50%) Docker
3 1 (0.63%) VMware Infrastructure
Systems Management
1 9 (5.63%) Business Desktop Deployment
1 9 (5.63%) Kibana
1 9 (5.63%) WSUS
2 2 (1.25%) Kubernetes
Vendors
1 9 (5.63%) Microsoft
2 2 (1.25%) Facebook
2 2 (1.25%) Samsung
3 1 (0.63%) QNX
3 1 (0.63%) Terracotta
3 1 (0.63%) VMware
3 1 (0.63%) WorldPay