Period
to

The table below looks at the prevalence of the term IoT in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited IoT over the 6 months to 2 July 2022 with a comparison to the same period over the previous 2 years.

IoT (Internet of Things, Internet of Everything)
England > London
6 months to
2 Jul 2022
Same period 2021 Same period 2020
Rank 379 299 331
Rank change year-on-year -80 +32 +31
Permanent jobs citing IoT 771 442 282
As % of all permanent jobs advertised in London 1.01% 1.06% 0.85%
As % of the Miscellaneous category 1.98% 2.40% 2.12%
Number of salaries quoted 347 272 226
10th Percentile £47,360 £47,625 £42,500
25th Percentile £62,500 £56,250 £52,500
Median annual salary (50th Percentile) £80,000 £70,000 £70,000
Median % change year-on-year +14.29% - -9.68%
75th Percentile £92,500 £87,500 £85,000
90th Percentile £100,000 £109,750 £98,750
England median annual salary £70,000 £60,000 £57,500
% change year-on-year +16.67% +4.35% -4.17%

IoT is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for generic IT skills.

All Generic Skills
London
Permanent vacancies with a requirement for generic IT skills 38,959 18,421 13,300
As % of all permanent IT jobs advertised in London 50.93% 44.11% 40.32%
Number of salaries quoted 15,372 11,382 10,667
10th Percentile £43,750 £42,500 £40,120
25th Percentile £55,000 £53,750 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% +7.69%
75th Percentile £95,000 £92,500 £90,000
90th Percentile £120,000 £112,500 £115,000
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

IoT
Job Vacancy Trend in London

Job postings citing IoT as a proportion of all IT jobs advertised in London.

Job vacancy trend for IoT in London

IoT
Salary Trend in London

3-month moving average salary quoted in jobs citing IoT in London.

Salary trend for IoT in London

IoT
Salary Histogram in London

Salary distribution for jobs citing IoT in London over the 6 months to 2 July 2022.

Salary histogram for IoT in London

IoT
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing IoT within the London region over the 6 months to 2 July 2022. 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
Jobs
Central London -29 42 £73,750 +5.36% 7
North London - 11 £55,000 - 1
East London -42 7 £80,500 +31.97% 7
West London -51 5 - - 6
South London -51 2 £65,000 +13.04%
IoT
England

For the 6 months to 2 July 2022, IT jobs citing IoT 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 London region with a requirement for IoT.

1 225 (29.18%) AWS
2 211 (27.37%) Python
3 203 (26.33%) Social Skills
4 194 (25.16%) Artificial Intelligence
5 186 (24.12%) Software Engineering
6 182 (23.61%) Azure
7 167 (21.66%) Agile
8 163 (21.14%) Analytics
9 159 (20.62%) JavaScript
9 159 (20.62%) DevOps
10 153 (19.84%) Linux
11 145 (18.81%) Finance
12 130 (16.86%) React
13 121 (15.69%) TypeScript
13 121 (15.69%) Machine Learning
14 116 (15.05%) Big Data
15 110 (14.27%) Node.js
15 110 (14.27%) GCP
15 110 (14.27%) Kubernetes
16 106 (13.75%) Full Stack Development
17 100 (12.97%) Cybersecurity
17 100 (12.97%) Computer Science
18 98 (12.71%) Serverless
19 96 (12.45%) Internet
19 96 (12.45%) C++
20 92 (11.93%) Blockchain
20 92 (11.93%) Greenfield Project
21 89 (11.54%) Data Science
21 89 (11.54%) Microsoft
22 86 (11.15%) Windows

IoT
Co-occurring IT Skills in London 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 46 (5.97%) Apache Spark
2 20 (2.59%) SharePoint
3 9 (1.17%) Apache
3 9 (1.17%) Apache Airflow
4 5 (0.65%) Confluence
5 3 (0.39%) Apache Pig
5 3 (0.39%) CMS
Applications
1 10 (1.30%) Microsoft Excel
1 10 (1.30%) Microsoft PowerPoint
2 5 (0.65%) CPLEX
3 3 (0.39%) CINEMA 4D
4 2 (0.26%) Adobe XD
4 2 (0.26%) InVision
4 2 (0.26%) Microsoft Office
5 1 (0.13%) Chatbot
Business Applications
1 8 (1.04%) Dynamics CRM
2 4 (0.52%) SAP S/4HANA
3 3 (0.39%) SAP HR
3 3 (0.39%) SAP PM
4 2 (0.26%) NetSuite
5 1 (0.13%) Maximo
5 1 (0.13%) SAP Hybris
5 1 (0.13%) SAP IBP
5 1 (0.13%) SAP Oil and Gas
5 1 (0.13%) SAP SCM
Cloud Services
1 225 (29.18%) AWS
2 182 (23.61%) Azure
3 110 (14.27%) GCP
4 98 (12.71%) Serverless
5 83 (10.77%) Cloud Computing
6 73 (9.47%) SaaS
7 47 (6.10%) Microsoft 365
8 40 (5.19%) Power Platform
9 30 (3.89%) AWS IoT
9 30 (3.89%) PaaS
10 21 (2.72%) Azure DevOps
10 21 (2.72%) Snowflake
11 20 (2.59%) AWS Lambda
11 20 (2.59%) Azure Data Factory
12 18 (2.33%) Amazon Kinesis
12 18 (2.33%) Azure Machine Learning
13 17 (2.20%) OneDrive
14 15 (1.95%) Dynamics 365
14 15 (1.95%) Heroku
15 13 (1.69%) Azure Monitor
Communications & Networking
1 96 (12.45%) Internet
2 34 (4.41%) Firewall
3 25 (3.24%) Network Security
4 23 (2.98%) MQTT
5 21 (2.72%) LAN
5 21 (2.72%) WAN
6 20 (2.59%) VPN
7 18 (2.33%) Modbus
8 14 (1.82%) Unified Communications
8 14 (1.82%) Wi-Fi
8 14 (1.82%) Wireless
9 13 (1.69%) BGP
9 13 (1.69%) IPsec
9 13 (1.69%) MPLS
9 13 (1.69%) OSPF
10 10 (1.30%) 3G
10 10 (1.30%) 4G
11 7 (0.91%) Intranet
11 7 (0.91%) VoIP
12 5 (0.65%) DNS
Database & Business Intelligence
1 116 (15.05%) Big Data
2 41 (5.32%) PostgreSQL
3 35 (4.54%) MongoDB
4 29 (3.76%) MySQL
5 28 (3.63%) NoSQL
6 26 (3.37%) SQL Server
7 22 (2.85%) Relational Database
8 19 (2.46%) Data Warehouse
9 15 (1.95%) InfluxDB
9 15 (1.95%) Power BI
10 13 (1.69%) DynamoDB
11 11 (1.43%) Hadoop
12 10 (1.30%) Amazon Redshift
13 9 (1.17%) Data Lake
14 8 (1.04%) Azure SQL Database
14 8 (1.04%) Elasticsearch
15 7 (0.91%) BigQuery
16 6 (0.78%) Amazon RDS
17 5 (0.65%) Redis
18 4 (0.52%) Apache Cassandra
Development Applications
1 29 (3.76%) Git (software)
2 26 (3.37%) Jenkins
3 19 (2.46%) JIRA
4 18 (2.33%) IDA Disassembler
5 12 (1.56%) GitLab
6 8 (1.04%) Atlassian Bamboo
6 8 (1.04%) JUnit
7 7 (0.91%) TestNG
8 6 (0.78%) Bitbucket
8 6 (0.78%) Team Foundation Server
9 5 (0.65%) Gradle
10 4 (0.52%) CMake
10 4 (0.52%) Moq
10 4 (0.52%) NUnit
10 4 (0.52%) WebDriver
11 3 (0.39%) Subversion
12 2 (0.26%) Axure RP
12 2 (0.26%) Octopus Deploy
12 2 (0.26%) TeamCity
13 1 (0.13%) Artifactory
General
1 203 (26.33%) Social Skills
2 145 (18.81%) Finance
3 62 (8.04%) Public Sector
4 54 (7.00%) Inclusion and Diversity
5 45 (5.84%) Retail
6 44 (5.71%) Banking
6 44 (5.71%) Marketing
7 40 (5.19%) Games
8 39 (5.06%) Telecoms
9 32 (4.15%) Electronics
10 30 (3.89%) Legal
11 28 (3.63%) Back Office
12 26 (3.37%) Esports
13 25 (3.24%) Analytical Skills
14 23 (2.98%) Wearables
15 19 (2.46%) Presentation Skills
16 15 (1.95%) Manufacturing
17 14 (1.82%) Automotive
18 11 (1.43%) Tech for Good
19 9 (1.17%) Law
Job Titles
1 151 (19.58%) Developer
2 109 (14.14%) Software Engineer
3 92 (11.93%) Architect
4 52 (6.74%) Solutions Architect
5 38 (4.93%) Senior Software Engineer
6 32 (4.15%) Cloud Architect
7 30 (3.89%) Data Architect
7 30 (3.89%) Full Stack Developer
8 28 (3.63%) Data Engineer
9 25 (3.24%) Analyst
9 25 (3.24%) Node.js Developer
10 23 (2.98%) Cloud Solutions Architect
10 23 (2.98%) Product Manager
11 22 (2.85%) Python Engineer
12 21 (2.72%) Backend Developer
12 21 (2.72%) Technical Leader
13 20 (2.59%) Designer
13 20 (2.59%) Team Leader
13 20 (2.59%) UI Designer
13 20 (2.59%) UX Designer
Libraries, Frameworks & Software Standards
1 130 (16.86%) React
2 110 (14.27%) Node.js
3 41 (5.32%) .NET
4 33 (4.28%) RESTful
5 31 (4.02%) Django
6 27 (3.50%) React Native
6 27 (3.50%) Web Services
7 25 (3.24%) Pandas
7 25 (3.24%) REST
8 21 (2.72%) scikit-learn
9 19 (2.46%) JSON
10 18 (2.33%) GraphQL
10 18 (2.33%) Spring
10 18 (2.33%) Universal Windows Platform
10 18 (2.33%) WinForms
10 18 (2.33%) WPF
11 16 (2.08%) NumPy
12 15 (1.95%) RabbitMQ
12 15 (1.95%) Redux
13 14 (1.82%) Kafka
Miscellaneous
1 92 (11.93%) Blockchain
1 92 (11.93%) Greenfield Project
2 70 (9.08%) Renewable Energy
3 68 (8.82%) Data Centre
4 61 (7.91%) Public Cloud
5 55 (7.13%) Algorithms
6 54 (7.00%) Cloud Native
7 52 (6.74%) Smart Energy
8 51 (6.61%) Grid Computing
9 49 (6.36%) Robotics
10 47 (6.10%) User Experience
11 46 (5.97%) iPhone
12 31 (4.02%) Mobile App
13 23 (2.98%) Enterprise Software
14 22 (2.85%) Management Information System
15 20 (2.59%) Social Media
16 19 (2.46%) Cyberattack
17 14 (1.82%) Data Structures
17 14 (1.82%) PMI
18 12 (1.56%) Self-Motivation
Operating Systems
1 153 (19.84%) Linux
2 86 (11.15%) Windows
3 63 (8.17%) Android
4 53 (6.87%) Embedded Linux
5 29 (3.76%) Apple iOS
6 25 (3.24%) Unix
7 8 (1.04%) Windows Server
8 6 (0.78%) Ubuntu
9 5 (0.65%) Windows 10
10 4 (0.52%) OpenWrt
11 2 (0.26%) Debian
12 1 (0.13%) FreeBSD
Processes & Methodologies
1 194 (25.16%) Artificial Intelligence
2 186 (24.12%) Software Engineering
3 167 (21.66%) Agile
4 163 (21.14%) Analytics
5 159 (20.62%) DevOps
6 121 (15.69%) Machine Learning
7 106 (13.75%) Full Stack Development
8 100 (12.97%) Computer Science
8 100 (12.97%) Cybersecurity
9 89 (11.54%) Data Science
10 86 (11.15%) Mentoring
11 82 (10.64%) Coaching
12 79 (10.25%) Insurtech
13 76 (9.86%) Scrum
14 75 (9.73%) CI/CD
15 74 (9.60%) Microservices
16 73 (9.47%) Mathematics
17 72 (9.34%) Data Engineering
18 58 (7.52%) Software Architecture
19 57 (7.39%) Problem-Solving
Programming Languages
1 211 (27.37%) Python
2 159 (20.62%) JavaScript
3 121 (15.69%) TypeScript
4 96 (12.45%) C++
5 85 (11.02%) SQL
6 84 (10.89%) Java
7 61 (7.91%) C#
8 51 (6.61%) Rust
9 41 (5.32%) Go
10 40 (5.19%) C
11 25 (3.24%) PowerShell
12 18 (2.33%) Embedded C++
13 17 (2.20%) Haskell
14 11 (1.43%) Bash
14 11 (1.43%) Kotlin
15 10 (1.30%) Perl
15 10 (1.30%) Scala
16 9 (1.17%) Objective-C
16 9 (1.17%) PHP
17 6 (0.78%) Embedded C
Qualifications
1 84 (10.89%) Degree
2 25 (3.24%) Computer Science Degree
3 21 (2.72%) AWS Certification
4 20 (2.59%) Microsoft Certification
5 18 (2.33%) TOGAF Certification
6 17 (2.20%) CCNA
6 17 (2.20%) Cisco Certification
7 15 (1.95%) Security Cleared
8 14 (1.82%) PMI Certification
9 10 (1.30%) CCNP
9 10 (1.30%) JNCIA
10 7 (0.91%) Numerate Degree
11 6 (0.78%) GIAC
12 4 (0.52%) Master's Degree
12 4 (0.52%) SANS
12 4 (0.52%) SC Cleared
13 3 (0.39%) CEH
13 3 (0.39%) CompTIA Security+
13 3 (0.39%) CREST Certified
13 3 (0.39%) Cyber Scheme
Quality Assurance & Compliance
1 11 (1.43%) ISO/IEC 27001
2 9 (1.17%) Accessibility
2 9 (1.17%) PCI DSS
3 8 (1.04%) GDPR
4 4 (0.52%) NIST
5 3 (0.39%) SLA
6 2 (0.26%) Actionable Recommendations
6 2 (0.26%) Data Quality
7 1 (0.13%) COBIT
7 1 (0.13%) GRC
7 1 (0.13%) ISO 13485
7 1 (0.13%) NCSC
System Software
1 67 (8.69%) Firmware
2 52 (6.74%) Docker
3 27 (3.50%) Active Directory
4 6 (0.78%) VMware Infrastructure
5 5 (0.65%) Virtual Servers
6 3 (0.39%) vSphere
7 2 (0.26%) Hyper-V
8 1 (0.13%) KVM
8 1 (0.13%) Virtual Desktop
Systems Management
1 110 (14.27%) Kubernetes
2 41 (5.32%) Terraform
3 15 (1.95%) Ansible
3 15 (1.95%) Microsoft Intune
4 10 (1.30%) Puppet
5 6 (0.78%) Opscode Chef
6 5 (0.65%) WSUS
7 3 (0.39%) Kubeflow
7 3 (0.39%) Oozie
8 2 (0.26%) AirWatch
8 2 (0.26%) Jamf Pro
8 2 (0.26%) Packer
9 1 (0.13%) Nagios
9 1 (0.13%) Proxmox
9 1 (0.13%) Single Sign-On
Vendors
1 89 (11.54%) Microsoft
2 57 (7.39%) Google
3 30 (3.89%) Databricks
4 28 (3.63%) Salesforce.com
5 22 (2.85%) MuleSoft
6 18 (2.33%) Xamarin
7 17 (2.20%) SAP
8 13 (1.69%) Cisco
9 11 (1.43%) Cognizant
10 10 (1.30%) Freshdesk
10 10 (1.30%) Juniper
10 10 (1.30%) MobileIron
10 10 (1.30%) Samsung
10 10 (1.30%) ServiceNow
11 8 (1.04%) EXTOL
12 7 (0.91%) Citrix
13 6 (0.78%) Oracle
13 6 (0.78%) Splunk
13 6 (0.78%) VMware
14 5 (0.65%) arcserve