Period
to 23 October 2019

The table below looks at the prevalence of the term Internet of Things in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Internet of Things over the 6 months to 23 October 2019 with a comparison to the same period over the previous 2 years.

IoT (Internet of Things, Internet of Everything)
UK > Scotland
6 months to
23 Oct 2019
Same period 2018 Same period 2017
Rank 180 215 216
Rank change year-on-year +35 +1 -1
Permanent jobs citing Internet of Things 35 15 10
As % of all permanent IT jobs advertised in Scotland 0.73% 0.28% 0.18%
As % of the Miscellaneous category 2.07% 0.75% 0.49%
Number of salaries quoted 13 10 2
Scotland median annual salary £51,500 £51,500 £40,000
Median salary % change year-on-year - +28.75% -
10th Percentile £35,200 £45,125 £35,250
90th Percentile £72,000 £57,500 £44,750
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -4.76%

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 Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 1,690 1,992 2,048
As % of all permanent IT jobs advertised in Scotland 35.35% 37.11% 36.85%
Number of salaries quoted 1,064 1,303 1,273
Scotland median annual salary £45,000 £47,500 £44,000
Median salary % change year-on-year -5.26% +7.95% -2.22%
10th Percentile £28,075 £29,000 £28,000
90th Percentile £70,000 £72,350 £70,000
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

Internet of Things
Job Vacancy Trend in Scotland

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

Job vacancy trend for Internet of Things in Scotland

Internet of Things
Salary Trend in Scotland

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

Salary trend for Internet of Things in Scotland

Internet of Things
Salary Histogram in Scotland

The salary distribution of IT jobs citing Internet of Things in Scotland over the 6 months to 23 October 2019.

Salary histogram for Internet of Things in Scotland

Internet of Things
Job Locations in Scotland

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 Scotland region over the 6 months to 23 October 2019. 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
Glasgow +44 30 £51,500 - 6
Edinburgh +6 4 - - 1
Highlands - 1 - -
Internet of Things
UK

For the 6 months to 23 October 2019, 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 Scotland region with a requirement for Internet of Things.

1 35 (100.00%) Internet
2 22 (62.86%) JavaScript
3 15 (42.86%) Azure
4 12 (34.29%) AngularJS
4 12 (34.29%) TypeScript
5 11 (31.43%) Computer Science
5 11 (31.43%) Linux
5 11 (31.43%) PhD
6 10 (28.57%) Unix
6 10 (28.57%) MySQL
6 10 (28.57%) Information Security
7 9 (25.71%) PHP
7 9 (25.71%) Analytics
7 9 (25.71%) Big Data
7 9 (25.71%) Smartphone
7 9 (25.71%) MariaDB
7 9 (25.71%) Systems Engineering
8 8 (22.86%) User Experience
9 7 (20.00%) Data Privacy
9 7 (20.00%) SAP S/4HANA
9 7 (20.00%) Cloud Computing
9 7 (20.00%) Business Analytics
9 7 (20.00%) Machine Learning
9 7 (20.00%) SAP HANA
9 7 (20.00%) Open Source
9 7 (20.00%) HTML
9 7 (20.00%) Java
9 7 (20.00%) SAP
9 7 (20.00%) CSS
9 7 (20.00%) SAP Certification

Internet of Things
Co-occurring IT Skills in Scotland 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 2 (5.71%) Apache
1 2 (5.71%) Apache Spark
Applications
1 2 (5.71%) Simulink
Business Applications
1 7 (20.00%) SAP S/4HANA
2 1 (2.86%) SAP BPC
Cloud Services
1 15 (42.86%) Azure
2 7 (20.00%) Cloud Computing
3 2 (5.71%) AWS
Communications & Networking
1 35 (100.00%) Internet
Database & Business Intelligence
1 10 (28.57%) MySQL
2 9 (25.71%) Big Data
2 9 (25.71%) MariaDB
3 7 (20.00%) SAP HANA
4 6 (17.14%) MongoDB
4 6 (17.14%) NoSQL
5 3 (8.57%) SQL Server
6 2 (5.71%) Data Lake
6 2 (5.71%) Data Warehouse
6 2 (5.71%) Hadoop
7 1 (2.86%) DB2
7 1 (2.86%) MaxDB
7 1 (2.86%) Oracle Reports
7 1 (2.86%) SAP BW
Development Applications
1 2 (5.71%) Git (software)
2 1 (2.86%) Grunt
2 1 (2.86%) Jasmine
2 1 (2.86%) Mocha
2 1 (2.86%) Subversion
2 1 (2.86%) webpack
2 1 (2.86%) Yeoman
General
1 6 (17.14%) Public Sector
2 5 (14.29%) Telecoms
3 2 (5.71%) Finance
4 1 (2.86%) Billing
Job Titles
1 13 (37.14%) Developer
2 9 (25.71%) Architect
2 9 (25.71%) Security Architect
3 6 (17.14%) Open Source Developer
4 5 (14.29%) .NET Developer
5 3 (8.57%) Consultant
5 3 (8.57%) SAP Consultant
5 3 (8.57%) SAP Support
6 2 (5.71%) Big Data Engineer
6 2 (5.71%) Data Engineer
6 2 (5.71%) Python Engineer
6 2 (5.71%) SAP Manager
6 2 (5.71%) SAP Support Consultant
6 2 (5.71%) Senior Developer
6 2 (5.71%) Support Consultant
7 1 (2.86%) Java Developer
7 1 (2.86%) SAPUI5 Developer
7 1 (2.86%) Security Analyst
7 1 (2.86%) Service Delivery Manager
7 1 (2.86%) Service Manager
Libraries, Frameworks & Software Standards
1 12 (34.29%) AngularJS
2 7 (20.00%) CSS
2 7 (20.00%) HTML
3 6 (17.14%) Apache Camel
3 6 (17.14%) Node.js
4 5 (14.29%) .NET
4 5 (14.29%) ASP.NET
4 5 (14.29%) ASP.NET MVC
5 3 (8.57%) .NET Framework
5 3 (8.57%) Entity Framework
5 3 (8.57%) RESTful
6 2 (5.71%) .NET Core
6 2 (5.71%) ASP.NET Web API
6 2 (5.71%) Velocity
7 1 (2.86%) CSS3
7 1 (2.86%) Jest
7 1 (2.86%) React
7 1 (2.86%) SAP Fiori
7 1 (2.86%) SAPUI5
7 1 (2.86%) Vue.js
Miscellaneous
1 9 (25.71%) Smartphone
2 8 (22.86%) User Experience
3 4 (11.43%) Renewable Energy
4 3 (8.57%) Enterprise Software
4 3 (8.57%) Greenfield Project
5 2 (5.71%) Analytical Skills
6 1 (2.86%) Cloud Native
6 1 (2.86%) Cybercrime
6 1 (2.86%) Raspberry Pi
6 1 (2.86%) Security Operations Centre
Operating Systems
1 11 (31.43%) Linux
2 10 (28.57%) Unix
3 2 (5.71%) Windows
4 1 (2.86%) AIX
4 1 (2.86%) SUSE Linux Enterprise Server
4 1 (2.86%) Ubuntu
4 1 (2.86%) Windows 10
4 1 (2.86%) Windows Server
Processes & Methodologies
1 11 (31.43%) Computer Science
2 10 (28.57%) Information Security
3 9 (25.71%) Analytics
3 9 (25.71%) Systems Engineering
4 7 (20.00%) Business Analytics
4 7 (20.00%) Data Privacy
4 7 (20.00%) Machine Learning
4 7 (20.00%) Open Source
5 6 (17.14%) Open Source Development
5 6 (17.14%) TDD
6 5 (14.29%) MVC
7 3 (8.57%) Business Intelligence
7 3 (8.57%) Service Delivery
7 3 (8.57%) Web Development
8 2 (5.71%) Agile Software Development
8 2 (5.71%) Collaborative Working
8 2 (5.71%) Data Science
8 2 (5.71%) ETL
8 2 (5.71%) ETL Development
8 2 (5.71%) Project Delivery
Programming Languages
1 22 (62.86%) JavaScript
2 12 (34.29%) TypeScript
3 9 (25.71%) PHP
4 7 (20.00%) Java
5 6 (17.14%) SQL
6 5 (14.29%) C#
7 4 (11.43%) Python
8 3 (8.57%) C
8 3 (8.57%) C++
8 3 (8.57%) Embedded C
8 3 (8.57%) Embedded C++
9 2 (5.71%) ABAP
9 2 (5.71%) MATLAB
Qualifications
1 11 (31.43%) PhD
2 7 (20.00%) SAP Certification
3 4 (11.43%) Degree
4 1 (2.86%) BPSS Clearance
4 1 (2.86%) SC Cleared
4 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 1 (2.86%) ISO/IEC 27001
1 1 (2.86%) QA
1 1 (2.86%) Sarbanes-Oxley
1 1 (2.86%) SLA
System Software
1 1 (2.86%) Active Directory
1 1 (2.86%) Hyper-V
Systems Management
1 1 (2.86%) OSSEC
1 1 (2.86%) ZABBIX
Vendors
1 7 (20.00%) SAP
2 5 (14.29%) Microsoft
3 2 (5.71%) Databricks
4 1 (2.86%) Concur
4 1 (2.86%) Kaspersky
4 1 (2.86%) Oracle
4 1 (2.86%) Trend Micro