Period
to 22 May 2018

The table below looks at the prevalence of the term Internet of Things in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Internet of Things over the 6 months to 22 May 2018 with a comparison to the same period over the previous 2 years.

IoT (Internet of Things, Internet of Everything)
Cambridgeshire > Cambridge
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 137 99 140
Rank change year-on-year -38 +41 -61
Permanent jobs citing Internet of Things 37 62 23
As % of all permanent IT jobs advertised in Cambridge 1.20% 2.46% 0.84%
As % of the Miscellaneous category 2.12% 4.64% 1.78%
Number of salaries quoted 34 49 19
Cambridge median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +5.26%
10th Percentile £31,250 £32,500 £26,250
90th Percentile £62,500 £58,500 £60,000
Cambridgeshire median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +8.11%

Internet of Things is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Cambridge
Permanent vacancies with a requirement for generic IT skills 1,744 1,336 1,295
As % of all permanent IT jobs advertised in Cambridge 56.66% 52.95% 47.21%
Number of salaries quoted 1,072 1,024 963
Cambridge median annual salary £47,000 £45,000 £42,500
Median salary % change year-on-year +4.44% +5.88% -
10th Percentile £27,500 £27,500 £27,500
90th Percentile £72,375 £68,750 £66,250
Cambridgeshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Internet of Things
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Internet of Things in Cambridge

Internet of Things
Salary Trend in Cambridge

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

Salary trend for Internet of Things in Cambridge

Internet of Things
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Internet of Things in Cambridge over the 6 months to 22 May 2018.

Salary histogram for Internet of Things in Cambridge

For the 6 months to 22 May 2018, IT jobs citing Internet of Things 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 Internet of Things.

1 37 (100.00%) Internet
2 30 (81.08%) Degree
3 23 (62.16%) Python
4 19 (51.35%) Agile Software Development
5 17 (45.95%) Linux
6 15 (40.54%) JavaScript
7 14 (37.84%) Web Services
8 13 (35.14%) C++
8 13 (35.14%) Scrum
8 13 (35.14%) Software Engineering
8 13 (35.14%) Computer Science
8 13 (35.14%) Computer Science Degree
8 13 (35.14%) Problem-Solving
9 11 (29.73%) Amazon AWS
9 11 (29.73%) Mobile App
10 10 (27.03%) Jenkins
10 10 (27.03%) Telematics
10 10 (27.03%) Electronics
11 9 (24.32%) Smart Energy
11 9 (24.32%) Wireless
11 9 (24.32%) Assembly Language
11 9 (24.32%) VC++
12 7 (18.92%) Unix
12 7 (18.92%) Bash Shell
12 7 (18.92%) Docker
13 6 (16.22%) Git (software)
13 6 (16.22%) Android
14 5 (13.51%) Test Automation
14 5 (13.51%) Amazon EC2
14 5 (13.51%) GitLab

Internet of Things
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 4 (10.81%) Confluence
Cloud Services
1 11 (29.73%) Amazon AWS
2 5 (13.51%) Amazon EC2
2 5 (13.51%) AWS Elastic Beanstalk
3 1 (2.70%) Amazon CloudWatch
3 1 (2.70%) Amazon Kinesis
3 1 (2.70%) AWS CloudFormation
3 1 (2.70%) Cloud Computing
Communications & Networking
1 37 (100.00%) Internet
2 9 (24.32%) Wireless
3 2 (5.41%) IPv6
4 1 (2.70%) MQTT
Database & Business Intelligence
1 3 (8.11%) SQL Server
2 2 (5.41%) MongoDB
3 1 (2.70%) Amazon DynamoDB
Development Applications
1 10 (27.03%) Jenkins
2 6 (16.22%) Git (software)
3 5 (13.51%) CircleCI
3 5 (13.51%) GitLab
3 5 (13.51%) JIRA
3 5 (13.51%) Selenium
4 4 (10.81%) Cucumber
4 4 (10.81%) Protractor
5 1 (2.70%) Android Studio
5 1 (2.70%) Appium
5 1 (2.70%) WebDriver
General
1 10 (27.03%) Electronics
2 1 (2.70%) Finance
2 1 (2.70%) Pharmaceutical
Job Titles
1 11 (29.73%) Software Engineer
2 10 (27.03%) Embedded Engineer
2 10 (27.03%) Embedded Software Engineer
3 8 (21.62%) Developer
4 5 (13.51%) DevOps Engineer
5 4 (10.81%) AWS DevOps
5 4 (10.81%) AWS DevOps Engineer
5 4 (10.81%) AWS Engineer
5 4 (10.81%) Java Engineer
5 4 (10.81%) Project Manager
5 4 (10.81%) QA Automation Engineer
5 4 (10.81%) QA Engineer
5 4 (10.81%) QA Test Engineer
5 4 (10.81%) Test Automation Engineer
5 4 (10.81%) Test Engineer
6 3 (8.11%) .NET Developer
6 3 (8.11%) .NET Software Developer
6 3 (8.11%) ASP.NET Developer
6 3 (8.11%) Software Developer
7 2 (5.41%) Automation Test Analyst
Libraries, Frameworks & Software Standards
1 14 (37.84%) Web Services
2 3 (8.11%) .NET
2 3 (8.11%) ASP.NET
2 3 (8.11%) CSS
2 3 (8.11%) HTML
3 1 (2.70%) Ajax
3 1 (2.70%) AngularJS
3 1 (2.70%) Boost C++ Libraries
3 1 (2.70%) Dagger
3 1 (2.70%) Elastic Stack
3 1 (2.70%) JSON
3 1 (2.70%) Kafka
3 1 (2.70%) Node.js
3 1 (2.70%) RabbitMQ
3 1 (2.70%) Reactive Extensions
3 1 (2.70%) REST
3 1 (2.70%) Retrofit
3 1 (2.70%) Sensu
3 1 (2.70%) STL
Miscellaneous
1 13 (35.14%) Computer Science
2 11 (29.73%) Mobile App
3 9 (24.32%) Smart Energy
4 3 (8.11%) Analytical Mindset
4 3 (8.11%) Analytical Skills
5 2 (5.41%) Machine to Machine
5 2 (5.41%) Raspberry Pi
5 2 (5.41%) Smart Home
6 1 (2.70%) Algorithms
6 1 (2.70%) Home Automation
6 1 (2.70%) PKI
6 1 (2.70%) Smart Meter
Operating Systems
1 17 (45.95%) Linux
2 7 (18.92%) Unix
3 6 (16.22%) Android
4 4 (10.81%) Apple iOS
5 1 (2.70%) Windows
Processes & Methodologies
1 19 (51.35%) Agile Software Development
2 13 (35.14%) Problem-Solving
2 13 (35.14%) Scrum
2 13 (35.14%) Software Engineering
3 10 (27.03%) Telematics
4 5 (13.51%) Configuration Management
4 5 (13.51%) Continuous Integration
4 5 (13.51%) DevOps
4 5 (13.51%) Mobile Application Development
4 5 (13.51%) Test Automation
5 4 (10.81%) B2B
5 4 (10.81%) Continuous Delivery
5 4 (10.81%) PRINCE2
5 4 (10.81%) SDLC
6 3 (8.11%) Android Development
6 3 (8.11%) Kanban
6 3 (8.11%) Psychology
6 3 (8.11%) TDD
7 2 (5.41%) Unit Testing
8 1 (2.70%) Stress Testing
Programming Languages
1 23 (62.16%) Python
2 15 (40.54%) JavaScript
3 13 (35.14%) C++
4 9 (24.32%) Assembly Language
4 9 (24.32%) VC++
5 7 (18.92%) Bash Shell
6 5 (13.51%) Java
6 5 (13.51%) SQL
7 2 (5.41%) C
8 1 (2.70%) Clojure
8 1 (2.70%) Embedded C
8 1 (2.70%) Erlang
8 1 (2.70%) Go
8 1 (2.70%) Objective-C
8 1 (2.70%) Ruby
Qualifications
1 30 (81.08%) Degree
2 13 (35.14%) Computer Science Degree
3 1 (2.70%) ISEB
3 1 (2.70%) ISTQB
3 1 (2.70%) PhD
Quality Assurance & Compliance
1 4 (10.81%) QA
System Software
1 7 (18.92%) Docker
2 1 (2.70%) Apache ZooKeeper
2 1 (2.70%) Firmware
Systems Management
1 5 (13.51%) Ansible
1 5 (13.51%) Opscode Chef
1 5 (13.51%) Puppet
2 1 (2.70%) Consul
2 1 (2.70%) Docker Swarm
2 1 (2.70%) Kubernetes
2 1 (2.70%) logstash
2 1 (2.70%) Prometheus
2 1 (2.70%) Terraform
Vendors
1 5 (13.51%) SaltStack
2 1 (2.70%) Apple