Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Multithreaded
Cambridgeshire > Cambridge
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 42 65 58
Rank change year-on-year +23 -7 +35
Permanent jobs citing Multithreading 197 126 124
As % of all permanent IT jobs advertised in Cambridge 6.94% 4.71% 4.74%
As % of the Processes & Methodologies category 7.36% 5.19% 5.24%
Number of salaries quoted 194 126 118
Cambridge median annual salary £52,500 £60,000 £47,500
Median salary % change year-on-year -12.50% +26.32% +11.76%
10th Percentile £31,625 £38,750 £37,275
90th Percentile £76,250 £77,500 £80,000
Cambridgeshire median annual salary £52,500 £60,000 £47,500
% change year-on-year -12.50% +26.32% +11.76%

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 2,678 2,430 2,365
As % of all permanent IT jobs advertised in Cambridge 94.30% 90.77% 90.41%
Number of salaries quoted 1,817 1,825 1,884
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £70,000 £71,250 £66,250
Cambridgeshire median annual salary £45,000 £45,000 £45,000

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 17 July 2018.

Salary histogram for Multithreading in Cambridge

For the 6 months to 17 July 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.

1 141 (71.57%) C++
2 114 (57.87%) Software Engineering
3 96 (48.73%) C#
3 96 (48.73%) Algorithms
4 93 (47.21%) Python
5 90 (45.69%) C
6 79 (40.10%) Agile Software Development
7 78 (39.59%) Java
8 68 (34.52%) Machine Learning
9 67 (34.01%) Windows
10 63 (31.98%) Distributed Algorithms
11 62 (31.47%) Linux
12 54 (27.41%) Artificial Intelligence
13 52 (26.40%) PhD
14 49 (24.87%) Natural Language Processing
15 45 (22.84%) Bayesian Methods
16 37 (18.78%) OO
17 35 (17.77%) .NET
18 34 (17.26%) Computer Science
19 33 (16.75%) Mathematics
19 33 (16.75%) Reinforcement Learning
19 33 (16.75%) Deep Learning
20 32 (16.24%) Big Data
20 32 (16.24%) Computational Linguistics
20 32 (16.24%) Computational Biology
20 32 (16.24%) TensorFlow
20 32 (16.24%) Biology
21 30 (15.23%) WPF
22 29 (14.72%) RESTful
23 28 (14.21%) Probabilistic Modelling

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 27 (13.71%) Elasticsearch
2 3 (1.52%) Apache Spark
Applications
1 2 (1.02%) S-PLUS
Cloud Services
1 26 (13.20%) Microsoft Azure
2 7 (3.55%) SaaS
3 4 (2.03%) GitHub
4 2 (1.02%) Amazon AWS
5 1 (0.51%) Cloud Computing
Communications & Networking
1 19 (9.64%) TCP/IP
2 4 (2.03%) Broadband
2 4 (2.03%) OpenFlow
2 4 (2.03%) Wireless
3 3 (1.52%) Bluetooth
3 3 (1.52%) Ethernet
3 3 (1.52%) HTTP
3 3 (1.52%) Wi-Fi
4 2 (1.02%) VPN
Database & Business Intelligence
1 32 (16.24%) Big Data
2 26 (13.20%) SQL Server
3 23 (11.68%) MongoDB
3 23 (11.68%) SQL Server 2016
4 5 (2.54%) NoSQL
5 4 (2.03%) Text Mining
6 3 (1.52%) Apache Cassandra
7 2 (1.02%) Apache Hive
7 2 (1.02%) Hadoop
7 2 (1.02%) HDInsight
8 1 (0.51%) Blockchain
Development Applications
1 23 (11.68%) TeamCity
2 5 (2.54%) Git (software)
3 2 (1.02%) Atlassian Bamboo
3 2 (1.02%) Bitbucket
3 2 (1.02%) JIRA
4 1 (0.51%) Visual Studio
General
1 25 (12.69%) Games
2 7 (3.55%) Banking
2 7 (3.55%) Finance
2 7 (3.55%) Retail
2 7 (3.55%) Telecoms
3 4 (2.03%) Electronics
4 1 (0.51%) Automotive
Job Titles
1 102 (51.78%) Developer
2 92 (46.70%) Software Engineer
3 69 (35.03%) C++ Software Engineer
4 41 (20.81%) Software Developer
5 39 (19.80%) C++ Developer
6 36 (18.27%) Developer/Software Engineer
7 34 (17.26%) Senior Software Engineer
8 31 (15.74%) C++ Software Developer
9 26 (13.20%) .NET Developer
10 25 (12.69%) Senior C++ Software Engineer
11 24 (12.18%) Machine Learning Engineer
12 23 (11.68%) Messaging Developer
13 21 (10.66%) C# Developer
13 21 (10.66%) Graduate
14 20 (10.15%) Graduate Developer
15 18 (9.14%) Graduate C++ Developer
15 18 (9.14%) Graduate C++ Software Developer
15 18 (9.14%) Graduate Software Developer
15 18 (9.14%) Python Engineer
16 15 (7.61%) Graduate Software Engineer
Libraries, Frameworks & Software Standards
1 49 (24.87%) Natural Language Processing
2 35 (17.77%) .NET
3 32 (16.24%) TensorFlow
4 30 (15.23%) WPF
5 29 (14.72%) RESTful
6 24 (12.18%) AngularJS
7 23 (11.68%) ASP.NET
7 23 (11.68%) ASP.NET MVC
7 23 (11.68%) ASP.NET MVC 5
7 23 (11.68%) ASP.NET Web API
7 23 (11.68%) KnockoutJS
7 23 (11.68%) MSMQ
7 23 (11.68%) Node.js
7 23 (11.68%) RabbitMQ
7 23 (11.68%) Twitter Bootstrap
8 21 (10.66%) STL
9 7 (3.55%) .NET Framework
9 7 (3.55%) Web Services
9 7 (3.55%) XML
10 5 (2.54%) WCF
Miscellaneous
1 96 (48.73%) Algorithms
2 34 (17.26%) Computer Science
3 25 (12.69%) Smart City
4 20 (10.15%) Data Structures
5 10 (5.08%) Robotics
6 6 (3.05%) Analytical Skills
7 4 (2.03%) Blog
8 3 (1.52%) Life Science
9 2 (1.02%) Mobile App
10 1 (0.51%) Field-Programmable Gate Array
10 1 (0.51%) Fintech
10 1 (0.51%) Self-Motivation
10 1 (0.51%) User Experience
Operating Systems
1 67 (34.01%) Windows
2 62 (31.47%) Linux
3 5 (2.54%) Android
3 5 (2.54%) Apple iOS
3 5 (2.54%) Robot Operating System
4 2 (1.02%) Mac OS
5 1 (0.51%) Windows Embedded Compact
Processes & Methodologies
1 114 (57.87%) Software Engineering
2 79 (40.10%) Agile Software Development
3 68 (34.52%) Machine Learning
4 63 (31.98%) Distributed Algorithms
5 54 (27.41%) Artificial Intelligence
6 45 (22.84%) Bayesian Methods
7 37 (18.78%) OO
8 33 (16.75%) Deep Learning
8 33 (16.75%) Mathematics
8 33 (16.75%) Reinforcement Learning
9 32 (16.24%) Biology
9 32 (16.24%) Computational Biology
9 32 (16.24%) Computational Linguistics
10 28 (14.21%) Probabilistic Modelling
11 26 (13.20%) Cryptography
12 25 (12.69%) Scrum
12 25 (12.69%) TDD
13 24 (12.18%) Decision-Making
14 23 (11.68%) Dependency Injection
14 23 (11.68%) Kanban
Programming Languages
1 141 (71.57%) C++
2 96 (48.73%) C#
3 93 (47.21%) Python
4 90 (45.69%) C
5 78 (39.59%) Java
6 23 (11.68%) F#
6 23 (11.68%) Ruby
7 9 (4.57%) JavaScript
8 7 (3.55%) SQL
9 1 (0.51%) Java 8
9 1 (0.51%) MATLAB
Qualifications
1 52 (26.40%) PhD
2 17 (8.63%) Degree
3 2 (1.02%) Computer Science Degree
Quality Assurance & Compliance
1 2 (1.02%) QA
System Software
1 1 (0.51%) Docker
Systems Management
1 23 (11.68%) Business Desktop Deployment
1 23 (11.68%) Kibana
1 23 (11.68%) WSUS
Vendors
1 23 (11.68%) Microsoft
2 4 (2.03%) Capita
3 3 (1.52%) Xamarin
4 2 (1.02%) Atlassian
4 2 (1.02%) Facebook
4 2 (1.02%) Samsung
5 1 (0.51%) WorldPay