Period
to 24 September 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 24 September 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
24 Sep 2018
Same period 2017 Same period 2016
Rank 828 831 868
Rank change year-on-year +3 +37 +262
Permanent jobs citing Internet of Things 294 344 348
As % of all permanent IT jobs advertised in England 0.19% 0.21% 0.19%
As % of the Miscellaneous category 0.43% 0.47% 0.45%
Number of salaries quoted 199 270 322
England median annual salary £55,000 £49,000 £51,750
Median salary % change year-on-year +12.24% -5.31% +3.50%
10th Percentile £28,602 £33,650 £36,375
90th Percentile £85,000 £78,750 £80,000
UK median annual salary £54,250 £50,000 £52,500
% change year-on-year +8.50% -4.76% +5.00%

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 68,334 73,392 77,994
As % of all permanent IT jobs advertised in England 43.99% 44.76% 42.88%
Number of salaries quoted 53,156 55,520 64,758
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,500 £27,500 £27,500
90th Percentile £86,250 £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 24 September 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 24 September 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 +1 86 £58,750 -18.97% 26
South East +10 83 £55,000 +4.76% 15
North of England +30 56 £57,500 +53.33% 7
North West +35 47 £70,000 +86.67% 2
East of England -7 35 £50,000 +17.65% 14
Midlands +23 22 £36,250 -19.44% 7
East Midlands +17 18 £36,011 +2.89% 1
Yorkshire +17 9 £44,500 +11.25% 3
South West -19 9 £32,500 -35.00% 2
West Midlands +12 4 £36,250 -19.44% 6
Internet of Things
UK

For the 6 months to 24 September 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.

1 264 (89.80%) Internet
2 93 (31.63%) Agile Software Development
3 75 (25.51%) Degree
4 69 (23.47%) Analytics
5 58 (19.73%) Big Data
6 56 (19.05%) Computer Science
7 50 (17.01%) Finance
8 49 (16.67%) Java
9 44 (14.97%) Amazon AWS
10 39 (13.27%) Python
11 38 (12.93%) Software Engineering
12 36 (12.24%) Mobile App
13 35 (11.90%) Cloud Computing
14 34 (11.56%) Electronics
15 33 (11.22%) CRM
15 33 (11.22%) Project Management
16 32 (10.88%) Machine Learning
17 31 (10.54%) Microsoft
17 31 (10.54%) JavaScript
17 31 (10.54%) Telecoms
18 30 (10.20%) Artificial Intelligence
18 30 (10.20%) DevOps
18 30 (10.20%) Mathematics
19 29 (9.86%) Scrum
20 27 (9.18%) Web Development
21 26 (8.84%) Business Development
21 26 (8.84%) SQL
21 26 (8.84%) SQL Server
22 25 (8.50%) C#
22 25 (8.50%) SAP

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 23 (7.82%) CMS
2 12 (4.08%) Apache Spark
3 10 (3.40%) Cloud Foundry
4 8 (2.72%) EPiServer
5 7 (2.38%) Apache
5 7 (2.38%) SharePoint
6 2 (0.68%) Confluence
6 2 (0.68%) Ethereum
6 2 (0.68%) Hyperledger
6 2 (0.68%) IIS
6 2 (0.68%) Predix
6 2 (0.68%) ThingWorx
7 1 (0.34%) Apache Pig
7 1 (0.34%) BizTalk Server
7 1 (0.34%) Elasticsearch
7 1 (0.34%) JBoss
Applications
1 10 (3.40%) Microsoft Office
2 4 (1.36%) Microsoft Excel
3 2 (0.68%) MS Visio
3 2 (0.68%) Spreadsheet
4 1 (0.34%) InVision
4 1 (0.34%) Microsoft PowerPoint
Business Applications
1 5 (1.70%) Payment Gateway
2 3 (1.02%) Distributed Ledger
3 2 (0.68%) R3 Corda
3 2 (0.68%) SAP S/4HANA
4 1 (0.34%) SAP ERP
Cloud Services
1 44 (14.97%) Amazon AWS
2 35 (11.90%) Cloud Computing
3 24 (8.16%) PaaS
4 22 (7.48%) Microsoft Azure
5 19 (6.46%) Office 365
6 12 (4.08%) SaaS
7 7 (2.38%) Amazon EC2
7 7 (2.38%) Amazon EMR
8 4 (1.36%) AWS CloudFormation
8 4 (1.36%) GitHub
9 3 (1.02%) IaaS
10 2 (0.68%) Amazon Kinesis
11 1 (0.34%) Adobe Creative Cloud
11 1 (0.34%) AWS Lambda
11 1 (0.34%) Google Cloud Platform
11 1 (0.34%) OpenShift
11 1 (0.34%) Serverless
Communications & Networking
1 264 (89.80%) Internet
2 22 (7.48%) Wireless
3 11 (3.74%) Bluetooth
4 9 (3.06%) Wi-Fi
5 7 (2.38%) Firewall
5 7 (2.38%) ZigBee
6 6 (2.04%) Ethernet
6 6 (2.04%) RS-232
6 6 (2.04%) TCP/IP
6 6 (2.04%) WAN
7 4 (1.36%) Intranet
7 4 (1.36%) LAN
7 4 (1.36%) Unified Communications
8 3 (1.02%) IPv6
8 3 (1.02%) Modbus
9 2 (0.68%) 3G
9 2 (0.68%) HTTP
9 2 (0.68%) MQTT
9 2 (0.68%) RFID
9 2 (0.68%) RS-485
Database & Business Intelligence
1 58 (19.73%) Big Data
2 26 (8.84%) SQL Server
3 18 (6.12%) NoSQL
4 17 (5.78%) Hadoop
5 12 (4.08%) Blockchain
5 12 (4.08%) MongoDB
6 9 (3.06%) Amazon Redshift
7 7 (2.38%) Amazon Athena
7 7 (2.38%) Flink
8 6 (2.04%) PostgreSQL
9 5 (1.70%) Geospatial Data
9 5 (1.70%) Relational Database
10 4 (1.36%) SAP HANA
11 3 (1.02%) Apache Hive
11 3 (1.02%) Data Warehouse
11 3 (1.02%) MySQL
11 3 (1.02%) RDBMS
12 2 (0.68%) BusinessObjects
12 2 (0.68%) FileMaker
12 2 (0.68%) SAP BW
Development Applications
1 18 (6.12%) JIRA
2 10 (3.40%) Git (software)
3 6 (2.04%) Jenkins
4 5 (1.70%) Subversion
4 5 (1.70%) Visual Studio
4 5 (1.70%) Xcode
5 3 (1.02%) Selenium
6 2 (0.68%) Appium
6 2 (0.68%) Atlassian Bamboo
6 2 (0.68%) Cucumber
7 1 (0.34%) Bitbucket
7 1 (0.34%) GitLab
7 1 (0.34%) Gradle
7 1 (0.34%) gulp
7 1 (0.34%) Jasmine
7 1 (0.34%) Mocha
7 1 (0.34%) SonarQube
7 1 (0.34%) Sonatype Nexus
7 1 (0.34%) Vagrant
7 1 (0.34%) WebDriver
General
1 50 (17.01%) Finance
2 34 (11.56%) Electronics
3 31 (10.54%) Telecoms
4 25 (8.50%) Marketing
5 19 (6.46%) Retail
6 16 (5.44%) Manufacturing
7 15 (5.10%) Military
8 13 (4.42%) Automotive
8 13 (4.42%) Law
9 12 (4.08%) Banking
9 12 (4.08%) Investment Banking
10 9 (3.06%) Advertising
11 6 (2.04%) Multimedia
12 5 (1.70%) Legal
13 4 (1.36%) Local Government
14 1 (0.34%) Danish Language
14 1 (0.34%) German Language
14 1 (0.34%) Italian Language
14 1 (0.34%) Mandarin Language
14 1 (0.34%) Swedish Language
Job Titles
1 68 (23.13%) Architect
2 51 (17.35%) Developer
3 32 (10.88%) Solutions Architect
4 25 (8.50%) Senior Architect
5 24 (8.16%) Consultant
6 17 (5.78%) Software Engineer
7 15 (5.10%) Senior Solutions Architect
8 14 (4.76%) Analyst
9 12 (4.08%) .NET Developer
9 12 (4.08%) Geospatial Architect
9 12 (4.08%) Java Developer
9 12 (4.08%) Security Consultant
10 11 (3.74%) Cybersecurity Consultant
10 11 (3.74%) Enterprise Architect
10 11 (3.74%) Junior
10 11 (3.74%) Team Leader
11 10 (3.40%) Graduate
11 10 (3.40%) Project Manager
12 9 (3.06%) Product Manager
12 9 (3.06%) Senior Developer
Libraries, Frameworks & Software Standards
1 24 (8.16%) .NET
1 24 (8.16%) Web Services
2 21 (7.14%) ASP.NET
3 16 (5.44%) REST
4 13 (4.42%) .NET Framework
4 13 (4.42%) WPF
5 12 (4.08%) AngularJS
6 11 (3.74%) HTML
6 11 (3.74%) Kafka
7 9 (3.06%) CSS
8 8 (2.72%) Node.js
8 8 (2.72%) Universal Windows Platform
9 7 (2.38%) Spark Streaming
10 6 (2.04%) JSON
10 6 (2.04%) Spring
11 5 (1.70%) CGI
11 5 (1.70%) React
11 5 (1.70%) Redux
11 5 (1.70%) WinForms
11 5 (1.70%) XML
Miscellaneous
1 56 (19.05%) Computer Science
2 36 (12.24%) Mobile App
3 23 (7.82%) User Experience
4 20 (6.80%) Analytical Skills
5 19 (6.46%) Management Information System
6 17 (5.78%) Industrial Internet of Things
7 15 (5.10%) Social Media
8 14 (4.76%) Algorithms
9 13 (4.42%) Robotics
9 13 (4.42%) Smart Home
10 10 (3.40%) Cloud Native
11 6 (2.04%) CAN bus
11 6 (2.04%) Device Driver
11 6 (2.04%) Fintech
11 6 (2.04%) Smart City
12 5 (1.70%) Augmented Reality
12 5 (1.70%) Data Centre
12 5 (1.70%) Embedded Systems
12 5 (1.70%) Industry 4.0
12 5 (1.70%) Machine to Machine
Operating Systems
1 24 (8.16%) Linux
2 14 (4.76%) Windows
3 13 (4.42%) Android
4 9 (3.06%) Apple iOS
5 5 (1.70%) Embedded Linux
6 4 (1.36%) Unix
6 4 (1.36%) Windows 2000
6 4 (1.36%) Windows 7
7 2 (0.68%) Windows Server
8 1 (0.34%) CentOS
8 1 (0.34%) FreeRTOS
8 1 (0.34%) Mac OS
8 1 (0.34%) Ubuntu
8 1 (0.34%) Windows Server 2012
Processes & Methodologies
1 93 (31.63%) Agile Software Development
2 69 (23.47%) Analytics
3 38 (12.93%) Software Engineering
4 33 (11.22%) CRM
4 33 (11.22%) Project Management
5 32 (10.88%) Machine Learning
6 30 (10.20%) Artificial Intelligence
6 30 (10.20%) DevOps
6 30 (10.20%) Mathematics
7 29 (9.86%) Scrum
8 27 (9.18%) Web Development
9 26 (8.84%) Business Development
10 24 (8.16%) Data Analytics
10 24 (8.16%) Stakeholder Management
11 23 (7.82%) Test Automation
12 22 (7.48%) TDD
13 19 (6.46%) Digital Marketing
14 18 (6.12%) Data Science
14 18 (6.12%) Enterprise Architecture
14 18 (6.12%) Telematics
Programming Languages
1 49 (16.67%) Java
2 39 (13.27%) Python
3 31 (10.54%) JavaScript
4 26 (8.84%) SQL
5 25 (8.50%) C#
6 23 (7.82%) C++
7 19 (6.46%) C
8 16 (5.44%) Scala
9 10 (3.40%) Embedded C
10 6 (2.04%) PHP
11 5 (1.70%) TypeScript
11 5 (1.70%) XAML
12 4 (1.36%) MATLAB
13 3 (1.02%) Bash Shell
13 3 (1.02%) Embedded C++
13 3 (1.02%) Haskell
14 2 (0.68%) F#
14 2 (0.68%) T-SQL
14 2 (0.68%) VB
14 2 (0.68%) VB.NET
Qualifications
1 75 (25.51%) Degree
2 17 (5.78%) Computer Science Degree
3 10 (3.40%) CISSP
3 10 (3.40%) PhD
4 9 (3.06%) CISM
4 9 (3.06%) GSLC
4 9 (3.06%) ITIL Certification
4 9 (3.06%) Security Cleared
5 8 (2.72%) SC Cleared
6 7 (2.38%) Numerate Degree
7 2 (0.68%) Master's Degree
7 2 (0.68%) SAP Certification
8 1 (0.34%) ISTQB
8 1 (0.34%) Sun Certification
Quality Assurance & Compliance
1 10 (3.40%) PCI DSS
2 9 (3.06%) COBIT
2 9 (3.06%) HMG Security Policy Framework
2 9 (3.06%) ISO/IEC 27001
2 9 (3.06%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 8 (2.72%) QA
4 4 (1.36%) SLA
5 1 (0.34%) Data Quality
5 1 (0.34%) GDPR
5 1 (0.34%) Sarbanes-Oxley
System Software
1 15 (5.10%) Firmware
2 13 (4.42%) Docker
3 4 (1.36%) Active Directory
4 1 (0.34%) VMware ESXi
4 1 (0.34%) VMware Infrastructure
Systems Management
1 5 (1.70%) Terraform
2 4 (1.36%) Opscode Chef
2 4 (1.36%) Puppet
3 2 (0.68%) EMC NetWorker
3 2 (0.68%) Kubernetes
4 1 (0.34%) Ansible
4 1 (0.34%) Kibana
4 1 (0.34%) vCenter Server
Vendors
1 31 (10.54%) Microsoft
2 25 (8.50%) SAP
3 15 (5.10%) Siemens
4 9 (3.06%) Google
4 9 (3.06%) Tableau
5 8 (2.72%) Xamarin
6 7 (2.38%) CA Agile Central
6 7 (2.38%) Cognizant
7 5 (1.70%) Assembla
7 5 (1.70%) IBM
7 5 (1.70%) PayPal
7 5 (1.70%) Pega
7 5 (1.70%) Twitter
7 5 (1.70%) WorldPay
8 4 (1.36%) Cadence
9 3 (1.02%) Cisco
10 2 (0.68%) Alteryx
10 2 (0.68%) Apple
10 2 (0.68%) Sun
10 2 (0.68%) VMware