Period
to 19 November 2018

The table below looks at the prevalence of the term Internet of Things in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Internet of Things over the 6 months to 19 November 2018 with a comparison to the same period over the previous 2 years.

IoT (Internet of Things, Internet of Everything)
UK > England
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 787 869 884
Rank change year-on-year +82 +15 +239
Permanent jobs citing Internet of Things 345 306 323
As % of all permanent IT jobs advertised in England 0.23% 0.18% 0.18%
As % of the Miscellaneous category 0.51% 0.41% 0.43%
Number of salaries quoted 258 241 269
England median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% +10.00%
10th Percentile £27,125 £33,750 £37,500
90th Percentile £90,375 £79,500 £86,500
UK median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +10.00%

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 England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 67,018 74,668 75,610
As % of all permanent IT jobs advertised in England 44.42% 44.65% 42.46%
Number of salaries quoted 52,468 56,646 62,709
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,750 £27,500 £27,500
90th Percentile £87,500 £82,500 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Internet of Things
Job Vacancy Trend in England

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

Job vacancy trend for Internet of Things in England

Internet of Things
Salary Trend in England

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

Salary trend for Internet of Things in England

Internet of Things
Salary Histogram in England

The salary distribution of IT jobs citing Internet of Things in England over the 6 months to 19 November 2018.

Salary histogram for Internet of Things in England

Internet of Things
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Internet of Things within the England region over the 6 months to 19 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +23 97 £67,500 -3.57% 27
North of England +74 82 £57,500 +35.29% 9
North West +65 80 £57,500 +27.78% 6
South East +28 66 £60,000 +20.00% 7
East of England +26 47 £52,500 +23.53% 19
Midlands +46 40 £35,000 -22.22% 9
West Midlands +50 29 £37,500 -16.67% 8
East Midlands +13 11 £29,522 -15.65% 1
South West -14 10 £32,500 -46.94% 3
Yorkshire +18 2 £44,500 +4.71% 3
Internet of Things
UK

For the 6 months to 19 November 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 England region with a requirement for Internet of Things.

1 323 (93.62%) Internet
2 154 (44.64%) Agile Software Development
3 100 (28.99%) Degree
4 81 (23.48%) Big Data
5 75 (21.74%) Java
6 71 (20.58%) Analytics
7 70 (20.29%) Amazon AWS
8 65 (18.84%) DevOps
9 61 (17.68%) Computer Science
10 49 (14.20%) Scrum
11 48 (13.91%) JavaScript
12 47 (13.62%) Artificial Intelligence
12 47 (13.62%) Software Engineering
13 46 (13.33%) Finance
13 46 (13.33%) Project Management
14 43 (12.46%) Python
15 40 (11.59%) Mathematics
15 40 (11.59%) Cloud Computing
16 39 (11.30%) Telecoms
17 38 (11.01%) TDD
17 38 (11.01%) Docker
18 36 (10.43%) C#
19 33 (9.57%) SQL
19 33 (9.57%) Mobile App
19 33 (9.57%) Machine Learning
20 32 (9.28%) C
20 32 (9.28%) Electronics
21 31 (8.99%) OO
22 30 (8.70%) .NET
22 30 (8.70%) Microsoft

Internet of Things
Co-occurring IT Skills in England 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 19 (5.51%) Apache Spark
2 16 (4.64%) CMS
3 14 (4.06%) Apache
4 11 (3.19%) Confluence
5 10 (2.90%) Cloud Foundry
6 5 (1.45%) SharePoint
7 4 (1.16%) EPiServer
8 2 (0.58%) Ethereum
8 2 (0.58%) Hyperledger
8 2 (0.58%) IIS
9 1 (0.29%) Apache Pig
9 1 (0.29%) BizTalk Server
9 1 (0.29%) Elasticsearch
9 1 (0.29%) JBoss
9 1 (0.29%) Jetty
9 1 (0.29%) WebSphere
Applications
1 10 (2.90%) Microsoft Office
2 3 (0.87%) Microsoft Excel
3 2 (0.58%) Spreadsheet
4 1 (0.29%) Adobe Illustrator
4 1 (0.29%) Microsoft PowerPoint
4 1 (0.29%) MS Visio
4 1 (0.29%) OmniGraffle
Business Applications
1 5 (1.45%) SAP S/4HANA
2 3 (0.87%) Payment Gateway
3 2 (0.58%) Distributed Ledger
3 2 (0.58%) R3 Corda
4 1 (0.29%) Magento
4 1 (0.29%) SAP ERP
Cloud Services
1 70 (20.29%) Amazon AWS
2 40 (11.59%) Cloud Computing
3 21 (6.09%) AWS CloudFormation
4 19 (5.51%) Microsoft Azure
5 18 (5.22%) PaaS
6 14 (4.06%) Amazon EC2
6 14 (4.06%) Amazon EMR
7 12 (3.48%) Office 365
8 11 (3.19%) npm
8 11 (3.19%) SaaS
9 10 (2.90%) NuGet
10 5 (1.45%) GitHub
11 2 (0.58%) Amazon Kinesis
12 1 (0.29%) Amazon S3
12 1 (0.29%) Amazon SQS
12 1 (0.29%) Google Cloud Platform
12 1 (0.29%) IaaS
12 1 (0.29%) Yarn
Communications & Networking
1 323 (93.62%) Internet
2 25 (7.25%) Wireless
3 13 (3.77%) Bluetooth
4 9 (2.61%) TCP/IP
5 8 (2.32%) HTTP
6 7 (2.03%) Firewall
6 7 (2.03%) Wi-Fi
7 6 (1.74%) WAN
8 5 (1.45%) ZigBee
9 4 (1.16%) Ethernet
9 4 (1.16%) Intranet
9 4 (1.16%) LAN
9 4 (1.16%) RS-232
10 2 (0.58%) 3G
10 2 (0.58%) 4G
10 2 (0.58%) IPv6
10 2 (0.58%) RS-485
10 2 (0.58%) Unified Communications
11 1 (0.29%) Modbus
11 1 (0.29%) NFC
Database & Business Intelligence
1 81 (23.48%) Big Data
2 30 (8.70%) NoSQL
3 27 (7.83%) Hadoop
4 24 (6.96%) MongoDB
5 20 (5.80%) SQL Server
6 16 (4.64%) Amazon Redshift
7 14 (4.06%) Amazon Athena
7 14 (4.06%) Flink
8 12 (3.48%) MySQL
9 7 (2.03%) PostgreSQL
9 7 (2.03%) SAP HANA
10 6 (1.74%) Blockchain
10 6 (1.74%) Relational Database
10 6 (1.74%) SQLite
11 4 (1.16%) Geospatial Data
11 4 (1.16%) RDBMS
12 3 (0.87%) Apache Hive
12 3 (0.87%) BusinessObjects
12 3 (0.87%) BusinessObjects Web Intelligence
12 3 (0.87%) SAP BW
Development Applications
1 28 (8.12%) Git (software)
2 23 (6.67%) JIRA
3 13 (3.77%) Visual Studio
4 10 (2.90%) Team Foundation Server
4 10 (2.90%) Visual Studio Code
5 8 (2.32%) Jenkins
6 6 (1.74%) Selenium
7 5 (1.45%) Cucumber
8 3 (0.87%) JMeter
8 3 (0.87%) Subversion
8 3 (0.87%) Xcode
9 2 (0.58%) Atlassian Bamboo
9 2 (0.58%) Bitbucket
9 2 (0.58%) git-flow
9 2 (0.58%) Gradle
10 1 (0.29%) Appium
10 1 (0.29%) Bower
10 1 (0.29%) GitLab
10 1 (0.29%) gulp
10 1 (0.29%) Octopus Deploy
General
1 46 (13.33%) Finance
2 39 (11.30%) Telecoms
3 32 (9.28%) Electronics
4 26 (7.54%) Retail
5 22 (6.38%) Automotive
5 22 (6.38%) Marketing
6 15 (4.35%) Military
7 14 (4.06%) Law
8 13 (3.77%) Banking
8 13 (3.77%) Manufacturing
9 10 (2.90%) Investment Banking
10 6 (1.74%) Advertising
11 4 (1.16%) Local Government
12 3 (0.87%) Legal
12 3 (0.87%) Multimedia
13 1 (0.29%) Billing
13 1 (0.29%) Danish Language
13 1 (0.29%) German Language
13 1 (0.29%) Italian Language
13 1 (0.29%) Mandarin Language
Job Titles
1 71 (20.58%) Architect
2 65 (18.84%) Developer
3 41 (11.88%) Consultant
4 30 (8.70%) Senior Architect
4 30 (8.70%) Solutions Architect
5 25 (7.25%) DevOps Engineer
6 24 (6.96%) Java Developer
7 22 (6.38%) Software Engineer
8 21 (6.09%) DevOps Consultant
9 20 (5.80%) Full Stack Developer
10 16 (4.64%) Project Manager
11 14 (4.06%) Geospatial Architect
11 14 (4.06%) Senior Developer
11 14 (4.06%) Senior Solutions Architect
12 13 (3.77%) Analyst
12 13 (3.77%) Data Architect
12 13 (3.77%) Security Consultant
12 13 (3.77%) Senior Data Architect
13 12 (3.48%) Cybersecurity Consultant
13 12 (3.48%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 30 (8.70%) .NET
2 23 (6.67%) Web Services
3 21 (6.09%) AngularJS
4 20 (5.80%) HTML
5 16 (4.64%) Kafka
6 14 (4.06%) ASP.NET
6 14 (4.06%) CSS
6 14 (4.06%) REST
6 14 (4.06%) Spark Streaming
7 13 (3.77%) .NET Framework
8 12 (3.48%) WPF
9 10 (2.90%) Entity Framework
9 10 (2.90%) LINQ
10 9 (2.61%) HTML5
10 9 (2.61%) Node.js
11 7 (2.03%) .NET Core
11 7 (2.03%) Sass
11 7 (2.03%) Vue.js
12 6 (1.74%) Angular 2
12 6 (1.74%) Code First Entity Framework
Miscellaneous
1 61 (17.68%) Computer Science
2 33 (9.57%) Mobile App
3 24 (6.96%) Analytical Skills
4 20 (5.80%) User Experience
5 17 (4.93%) Management Information System
6 16 (4.64%) Industrial Internet of Things
6 16 (4.64%) Robotics
7 14 (4.06%) Smart Home
8 13 (3.77%) Social Media
9 12 (3.48%) Greenfield Project
10 11 (3.19%) Cloud Native
11 10 (2.90%) CCTV
12 9 (2.61%) Device Driver
13 7 (2.03%) Algorithms
13 7 (2.03%) NHS
14 6 (1.74%) Augmented Reality
14 6 (1.74%) Social Network
15 5 (1.45%) Embedded Systems
15 5 (1.45%) Smart City
16 4 (1.16%) Smart Energy
Operating Systems
1 24 (6.96%) Windows
2 23 (6.67%) Linux
3 10 (2.90%) Windows 10
4 8 (2.32%) Android
4 8 (2.32%) Embedded Linux
5 7 (2.03%) Apple iOS
6 4 (1.16%) Unix
6 4 (1.16%) Windows 2000
6 4 (1.16%) Windows 7
7 3 (0.87%) FreeRTOS
8 2 (0.58%) Windows Server
9 1 (0.29%) CentOS
9 1 (0.29%) Mac OS
9 1 (0.29%) Ubuntu
9 1 (0.29%) Windows Server 2012
Processes & Methodologies
1 154 (44.64%) Agile Software Development
2 71 (20.58%) Analytics
3 65 (18.84%) DevOps
4 49 (14.20%) Scrum
5 47 (13.62%) Artificial Intelligence
5 47 (13.62%) Software Engineering
6 46 (13.33%) Project Management
7 40 (11.59%) Mathematics
8 38 (11.01%) TDD
9 33 (9.57%) Machine Learning
10 31 (8.99%) OO
11 29 (8.41%) ITIL
12 27 (7.83%) Information Security
13 24 (6.96%) Business Development
13 24 (6.96%) CRM
13 24 (6.96%) Cybersecurity
14 22 (6.38%) Data Analytics
14 22 (6.38%) Test Automation
15 21 (6.09%) BCP
15 21 (6.09%) Problem-Solving
Programming Languages
1 75 (21.74%) Java
2 48 (13.91%) JavaScript
3 43 (12.46%) Python
4 36 (10.43%) C#
5 33 (9.57%) SQL
6 32 (9.28%) C
7 27 (7.83%) Scala
8 23 (6.67%) C++
9 12 (3.48%) Embedded C
10 7 (2.03%) Bash Shell
11 6 (1.74%) Haskell
11 6 (1.74%) PHP
12 5 (1.45%) Embedded C++
12 5 (1.45%) F#
13 4 (1.16%) MATLAB
13 4 (1.16%) Perl
13 4 (1.16%) R
13 4 (1.16%) VBScript
14 3 (0.87%) TypeScript
14 3 (0.87%) XAML
Qualifications
1 100 (28.99%) Degree
2 27 (7.83%) Computer Science Degree
3 26 (7.54%) ITIL Certification
4 15 (4.35%) Security Cleared
5 14 (4.06%) Numerate Degree
6 11 (3.19%) CISSP
6 11 (3.19%) SC Cleared
7 10 (2.90%) CISM
8 8 (2.32%) GSLC
9 5 (1.45%) SAP Certification
10 3 (0.87%) PhD
11 2 (0.58%) CISMP
11 2 (0.58%) ISEB
11 2 (0.58%) ISO 27001 Lead Implementer
11 2 (0.58%) Master's Degree
11 2 (0.58%) PRINCE2 Certification
11 2 (0.58%) SANS
12 1 (0.29%) ISTQB
Quality Assurance & Compliance
1 11 (3.19%) ISO/IEC 27001
2 9 (2.61%) PCI DSS
2 9 (2.61%) QA
3 8 (2.32%) COBIT
3 8 (2.32%) HMG Security Policy Framework
3 8 (2.32%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
4 5 (1.45%) GDPR
5 4 (1.16%) SLA
6 3 (0.87%) PMO
7 2 (0.58%) Data Quality
8 1 (0.29%) Sarbanes-Oxley
System Software
1 38 (11.01%) Docker
2 23 (6.67%) Firmware
3 8 (2.32%) Active Directory
4 1 (0.29%) VMware ESXi
4 1 (0.29%) VMware Infrastructure
Systems Management
1 23 (6.67%) Terraform
2 21 (6.09%) Opscode Chef
2 21 (6.09%) Puppet
3 4 (1.16%) Kubernetes
4 2 (0.58%) EMC NetWorker
5 1 (0.29%) Ansible
5 1 (0.29%) Kibana
5 1 (0.29%) vCenter Server
Vendors
1 30 (8.70%) Microsoft
2 19 (5.51%) SAP
3 15 (4.35%) Siemens
4 14 (4.06%) CA Agile Central
5 11 (3.19%) Atlassian
6 10 (2.90%) BT
7 9 (2.61%) Tableau
8 5 (1.45%) Xamarin
9 4 (1.16%) Cadence
9 4 (1.16%) Oracle
10 3 (0.87%) Assembla
10 3 (0.87%) IBM
10 3 (0.87%) PayPal
10 3 (0.87%) Pega
10 3 (0.87%) WorldPay
11 2 (0.58%) Google
11 2 (0.58%) hybris
11 2 (0.58%) Sybase
11 2 (0.58%) VMware
12 1 (0.29%) Saba