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

Multithreaded
Cambridgeshire > Cambridge
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 36 30 46
Rank change year-on-year -6 +16 +45
Permanent jobs citing Multithreading 139 313 126
As % of all permanent IT jobs advertised in Cambridge 6.91% 9.78% 5.47%
As % of the Processes & Methodologies category 7.42% 10.34% 5.97%
Number of salaries quoted 134 257 121
Cambridge median annual salary £57,500 £55,000 £57,500
Median salary % change year-on-year +4.55% -4.35% +35.29%
10th Percentile £32,500 £37,500 £30,000
90th Percentile £88,125 £80,000 £80,000
Cambridgeshire median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% +38.55%

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 1,873 3,028 2,112
As % of all permanent IT jobs advertised in Cambridge 93.05% 94.65% 91.63%
Number of salaries quoted 1,424 2,284 1,751
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £29,000 £26,250
90th Percentile £75,000 £71,250 £67,500
Cambridgeshire median annual salary £49,500 £47,500 £45,000
% change year-on-year +4.21% +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 12 December 2018.

Salary histogram for Multithreading in Cambridge

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 Cambridge region with a requirement for Multithreading.

1 108 (77.70%) C++
2 86 (61.87%) C
3 79 (56.83%) Java
4 76 (54.68%) Python
5 74 (53.24%) C#
5 74 (53.24%) Software Engineering
6 73 (52.52%) Machine Learning
7 62 (44.60%) Algorithms
8 56 (40.29%) Distributed Algorithms
9 55 (39.57%) Artificial Intelligence
10 45 (32.37%) Agile Software Development
11 37 (26.62%) Linux
12 32 (23.02%) PhD
12 32 (23.02%) Natural Language Processing
12 32 (23.02%) Bayesian Methods
12 32 (23.02%) MPhil
13 31 (22.30%) TensorFlow
13 31 (22.30%) Computational Linguistics
13 31 (22.30%) Computational Biology
13 31 (22.30%) Probabilistic Modelling
13 31 (22.30%) Reinforcement Learning
13 31 (22.30%) Deep Learning
13 31 (22.30%) Biology
14 29 (20.86%) Mathematics
15 26 (18.71%) Big Data
16 24 (17.27%) Data Visualisation
16 24 (17.27%) Visualisation
17 23 (16.55%) Smart City
17 23 (16.55%) JavaScript
18 21 (15.11%) SQL

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 13 (9.35%) Elasticsearch
Cloud Services
1 6 (4.32%) Amazon AWS
2 1 (0.72%) Cloud Computing
2 1 (0.72%) Microsoft Azure
Communications & Networking
1 12 (8.63%) TCP/IP
2 4 (2.88%) Internet
3 1 (0.72%) HTTP
Database & Business Intelligence
1 26 (18.71%) Big Data
2 16 (11.51%) Blockchain
3 12 (8.63%) Apache Cassandra
4 2 (1.44%) NoSQL
4 2 (1.44%) SQL Server
5 1 (0.72%) MongoDB
5 1 (0.72%) SQL Server 2016
Development Applications
1 4 (2.88%) JIRA
1 4 (2.88%) Visual Studio
2 3 (2.16%) Jenkins
3 2 (1.44%) Git (software)
3 2 (1.44%) Gradle
3 2 (1.44%) Maven
3 2 (1.44%) TeamCity
4 1 (0.72%) Android Studio
4 1 (0.72%) Eclipse
4 1 (0.72%) Selenium
4 1 (0.72%) Subversion
General
1 17 (12.23%) Games
2 16 (11.51%) Publishing
3 6 (4.32%) Automotive
3 6 (4.32%) Manufacturing
4 2 (1.44%) Billing
5 1 (0.72%) French Language
5 1 (0.72%) German Language
5 1 (0.72%) Italian Language
5 1 (0.72%) Japanese Language
5 1 (0.72%) Mandarin Language
Job Titles
1 85 (61.15%) Developer
2 45 (32.37%) Software Engineer
3 27 (19.42%) C++ Developer
4 25 (17.99%) Software Developer
5 23 (16.55%) Java Developer
6 20 (14.39%) Developer/Software Engineer
7 16 (11.51%) C# Developer
7 16 (11.51%) Graduate
7 16 (11.51%) Graduate Developer
7 16 (11.51%) Graduate Java Developer
8 15 (10.79%) Senior Software Engineer
9 13 (9.35%) C++ Software Engineer
10 12 (8.63%) Python Engineer
11 11 (7.91%) Python Software Engineer
12 10 (7.19%) Machine Learning Researcher
12 10 (7.19%) Mathematical Developer
13 9 (6.47%) Java Engineer
13 9 (6.47%) Machine Learning Developer
13 9 (6.47%) Machine Learning Engineer
13 9 (6.47%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 32 (23.02%) Natural Language Processing
2 31 (22.30%) TensorFlow
3 19 (13.67%) STL
4 11 (7.91%) .NET
5 9 (6.47%) WCF
6 6 (4.32%) Web Services
7 5 (3.60%) WPF
8 4 (2.88%) .NET Framework
8 4 (2.88%) ASP.NET
8 4 (2.88%) ASP.NET MVC
8 4 (2.88%) ASP.NET Web API
8 4 (2.88%) HTML
8 4 (2.88%) HTML5
8 4 (2.88%) REST
8 4 (2.88%) RESTful
9 3 (2.16%) CSS
9 3 (2.16%) CSS3
9 3 (2.16%) Entity Framework
9 3 (2.16%) SOAP
9 3 (2.16%) XML
Miscellaneous
1 62 (44.60%) Algorithms
2 23 (16.55%) Smart City
3 17 (12.23%) Robotics
4 10 (7.19%) Data Structures
5 5 (3.60%) Smartphone
6 4 (2.88%) Internet of Things
6 4 (2.88%) Virtual Team
7 3 (2.16%) Client/Server
7 3 (2.16%) Enterprise Software
8 2 (1.44%) Animation
8 2 (1.44%) Fintech
8 2 (1.44%) Infotainment
8 2 (1.44%) Photography
9 1 (0.72%) Field-Programmable Gate Array
9 1 (0.72%) Mobile App
9 1 (0.72%) Raspberry Pi
Operating Systems
1 37 (26.62%) Linux
2 21 (15.11%) Windows
3 14 (10.07%) Android
4 2 (1.44%) Apple iOS
4 2 (1.44%) Windows Embedded Compact
Processes & Methodologies
1 74 (53.24%) Software Engineering
2 73 (52.52%) Machine Learning
3 56 (40.29%) Distributed Algorithms
4 55 (39.57%) Artificial Intelligence
5 45 (32.37%) Agile Software Development
6 32 (23.02%) Bayesian Methods
7 31 (22.30%) Biology
7 31 (22.30%) Computational Biology
7 31 (22.30%) Computational Linguistics
7 31 (22.30%) Deep Learning
7 31 (22.30%) Probabilistic Modelling
7 31 (22.30%) Reinforcement Learning
8 29 (20.86%) Mathematics
9 24 (17.27%) Data Visualisation
9 24 (17.27%) Visualisation
10 19 (13.67%) Computer Science
11 18 (12.95%) Decision-Making
12 16 (11.51%) Cryptocurrency
12 16 (11.51%) Mathematical Modelling
12 16 (11.51%) Resource Management
Programming Languages
1 108 (77.70%) C++
2 86 (61.87%) C
3 79 (56.83%) Java
4 76 (54.68%) Python
5 74 (53.24%) C#
6 23 (16.55%) JavaScript
7 21 (15.11%) SQL
8 6 (4.32%) Rust
8 6 (4.32%) Scala
9 1 (0.72%) Bash Shell
9 1 (0.72%) F#
9 1 (0.72%) Ruby
Qualifications
1 32 (23.02%) MPhil
1 32 (23.02%) PhD
2 21 (15.11%) Degree
3 12 (8.63%) Computer Science Degree
Quality Assurance & Compliance
1 4 (2.88%) QA
System Software
1 16 (11.51%) Virtual Machines
2 6 (4.32%) Docker
3 1 (0.72%) VMware Infrastructure
Systems Management
1 3 (2.16%) Kubernetes
2 1 (0.72%) Business Desktop Deployment
2 1 (0.72%) Kibana
2 1 (0.72%) WSUS
Vendors
1 2 (1.44%) Google
1 2 (1.44%) Samsung
2 1 (0.72%) Microsoft
2 1 (0.72%) QNX
2 1 (0.72%) Terracotta
2 1 (0.72%) VMware
2 1 (0.72%) WorldPay
2 1 (0.72%) Xamarin