Period
to 21 October 2019

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 21 October 2019 with a comparison to the same period in the previous 2 years.

Cloud Computing
Scotland > Glasgow
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 83 126 106
Rank change year-on-year +43 -20 +28
Permanent jobs citing Cloud Computing 41 28 43
As % of all permanent IT jobs advertised in Glasgow 2.26% 1.29% 1.92%
As % of the Cloud Services category 8.17% 6.29% 16.86%
Number of salaries quoted 30 17 16
Glasgow median annual salary £50,000 £45,000 £51,250
Median salary % change year-on-year +11.11% -12.20% +46.43%
10th Percentile £24,000 £35,700 £30,500
90th Percentile £70,000 £67,750 £82,500
Scotland median annual salary £54,000 £46,250 £60,000
% change year-on-year +16.76% -22.92% +41.18%

Cloud Computing is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 502 445 255
As % of all permanent IT jobs advertised in Glasgow 27.70% 20.46% 11.36%
Number of salaries quoted 353 302 156
Glasgow median annual salary £45,000 £45,750 £47,500
Median salary % change year-on-year -1.64% -3.68% +11.76%
10th Percentile £30,800 £31,250 £28,827
90th Percentile £61,250 £64,875 £60,000
Scotland median annual salary £45,000 £47,500 £44,705
% change year-on-year -5.26% +6.25% +7.93%

Cloud Computing
Job Vacancy Trend in Glasgow

Job postings citing Cloud Computing as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Cloud Computing in Glasgow

Cloud Computing
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cloud Computing in Glasgow.

Salary trend for Cloud Computing in Glasgow

Cloud Computing
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Cloud Computing in Glasgow over the 6 months to 21 October 2019.

Salary histogram for Cloud Computing in Glasgow

For the 6 months to 21 October 2019, IT jobs citing Cloud Computing 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 Glasgow region with a requirement for Cloud Computing.

1 28 (68.29%) AWS
2 26 (63.41%) Azure
3 17 (41.46%) Data Privacy
4 16 (39.02%) Big Data
5 13 (31.71%) Public Sector
6 12 (29.27%) Problem-Solving
7 11 (26.83%) Data Centre
7 11 (26.83%) Windows
7 11 (26.83%) Linux
7 11 (26.83%) Agile Software Development
7 11 (26.83%) Project Delivery
8 10 (24.39%) Python
8 10 (24.39%) Microsoft
8 10 (24.39%) Hybrid Cloud
9 9 (21.95%) Coaching
9 9 (21.95%) Kafka
9 9 (21.95%) Analytics
9 9 (21.95%) Elasticsearch
9 9 (21.95%) Hadoop
9 9 (21.95%) Firewall
9 9 (21.95%) VMware
10 8 (19.51%) Migration
10 8 (19.51%) Computer Science
10 8 (19.51%) Project Management
10 8 (19.51%) SQL
10 8 (19.51%) Docker
10 8 (19.51%) User Experience
10 8 (19.51%) Kubernetes
11 7 (17.07%) Internet of Things
11 7 (17.07%) IaaS

Cloud Computing
Co-occurring IT Skills in Glasgow 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 9 (21.95%) Elasticsearch
2 6 (14.63%) Tomcat
2 6 (14.63%) WebLogic
3 4 (9.76%) IIS
4 3 (7.32%) Apache
4 3 (7.32%) Apache Spark
Applications
1 6 (14.63%) Chatbot
Business Applications
1 7 (17.07%) SAP S/4HANA
2 1 (2.44%) SAP BPC
Cloud Services
1 28 (68.29%) AWS
2 26 (63.41%) Azure
3 7 (17.07%) IaaS
3 7 (17.07%) SaaS
4 6 (14.63%) OpenShift
4 6 (14.63%) PaaS
5 3 (7.32%) GCP
6 2 (4.88%) Office 365
Communications & Networking
1 9 (21.95%) Firewall
2 7 (17.07%) Internet
3 6 (14.63%) DNS
4 1 (2.44%) Intrusion Detection
4 1 (2.44%) VPN
4 1 (2.44%) Wireshark
Database & Business Intelligence
1 16 (39.02%) Big Data
2 9 (21.95%) Hadoop
3 7 (17.07%) PostgreSQL
3 7 (17.07%) SAP HANA
4 6 (14.63%) Text Mining
5 3 (7.32%) MySQL
6 1 (2.44%) Apache Cassandra
6 1 (2.44%) Data Mining
6 1 (2.44%) DB2
6 1 (2.44%) MaxDB
6 1 (2.44%) MongoDB
6 1 (2.44%) NoSQL
6 1 (2.44%) Oracle Reports
6 1 (2.44%) SAP BW
6 1 (2.44%) SQL Server
Development Applications
1 3 (7.32%) Git (software)
2 2 (4.88%) JIRA
3 1 (2.44%) Ant
3 1 (2.44%) Eclipse
3 1 (2.44%) Gradle
General
1 13 (31.71%) Public Sector
2 5 (12.20%) Telecoms
3 3 (7.32%) Finance
4 1 (2.44%) Billing
4 1 (2.44%) Marketing
Job Titles
1 9 (21.95%) Developer
2 7 (17.07%) Architect
2 7 (17.07%) Cloud Architect
2 7 (17.07%) Cloud Engineer
3 6 (14.63%) .NET Developer
3 6 (14.63%) C# .NET Developer
3 6 (14.63%) C# Developer
4 4 (9.76%) Support Engineer
5 3 (7.32%) Consultant
5 3 (7.32%) Infrastructure Manager
5 3 (7.32%) Project Manager
5 3 (7.32%) SAP Consultant
5 3 (7.32%) SAP Support
5 3 (7.32%) Software Project Manager
5 3 (7.32%) VMware Engineer
6 2 (4.88%) Cloud Infrastructure Manager
6 2 (4.88%) Data Engineer
6 2 (4.88%) Linux Support Engineer
6 2 (4.88%) Windows Engineer
6 2 (4.88%) Windows Support Engineer
Libraries, Frameworks & Software Standards
1 9 (21.95%) Kafka
2 6 (14.63%) .NET
2 6 (14.63%) AngularJS
2 6 (14.63%) CSS
2 6 (14.63%) HTML
2 6 (14.63%) Middleware
2 6 (14.63%) Natural Language Processing
2 6 (14.63%) React
2 6 (14.63%) Ruby on Rails
2 6 (14.63%) Web Services
3 2 (4.88%) Spring
4 1 (2.44%) JDBC
4 1 (2.44%) Lambda Expressions
4 1 (2.44%) REST
4 1 (2.44%) SAP Basis
4 1 (2.44%) SAP Fiori
4 1 (2.44%) SAPUI5
4 1 (2.44%) Velocity
Miscellaneous
1 11 (26.83%) Data Centre
2 10 (24.39%) Hybrid Cloud
3 8 (19.51%) User Experience
4 7 (17.07%) Cloud Native
4 7 (17.07%) Internet of Things
4 7 (17.07%) Public Cloud
4 7 (17.07%) Self-Motivation
5 6 (14.63%) Enterprise Software
6 4 (9.76%) Analytical Skills
7 3 (7.32%) EMC VNX
8 2 (4.88%) Client/Server
8 2 (4.88%) Enterprise Storage
8 2 (4.88%) Replication
9 1 (2.44%) Analytical Mindset
9 1 (2.44%) BBC
9 1 (2.44%) EMC VMAX
9 1 (2.44%) Greenfield Project
9 1 (2.44%) Media Streaming
9 1 (2.44%) Video\Live Streaming
Operating Systems
1 11 (26.83%) Linux
1 11 (26.83%) Windows
2 5 (12.20%) Windows Server
3 4 (9.76%) CentOS
3 4 (9.76%) Debian
3 4 (9.76%) Windows Server 2008
3 4 (9.76%) Windows Server 2012
4 2 (4.88%) Ubuntu
5 1 (2.44%) AIX
5 1 (2.44%) SUSE Linux Enterprise Server
5 1 (2.44%) Unix
5 1 (2.44%) Windows 10
Processes & Methodologies
1 17 (41.46%) Data Privacy
2 12 (29.27%) Problem-Solving
3 11 (26.83%) Agile Software Development
3 11 (26.83%) Project Delivery
4 9 (21.95%) Analytics
4 9 (21.95%) Coaching
5 8 (19.51%) Computer Science
5 8 (19.51%) Migration
5 8 (19.51%) Project Management
6 7 (17.07%) Business Analytics
7 6 (14.63%) Conversational UI
7 6 (14.63%) Critical Thinking
7 6 (14.63%) Data Science
7 6 (14.63%) Decision-Making
7 6 (14.63%) Fintech
7 6 (14.63%) Low Latency
7 6 (14.63%) Microservices
7 6 (14.63%) Scrum
7 6 (14.63%) Service Delivery
8 4 (9.76%) CRM
Programming Languages
1 10 (24.39%) Python
2 8 (19.51%) SQL
3 6 (14.63%) C#
3 6 (14.63%) JavaScript
3 6 (14.63%) Ruby
4 3 (7.32%) Java
4 3 (7.32%) Scala
5 2 (4.88%) ABAP
5 2 (4.88%) Bash Shell
5 2 (4.88%) Shell Script
6 1 (2.44%) Go
6 1 (2.44%) Perl
6 1 (2.44%) PHP
6 1 (2.44%) PowerShell
Qualifications
1 7 (17.07%) SAP Certification
2 5 (12.20%) Degree
3 4 (9.76%) MCSA
3 4 (9.76%) MCSE
3 4 (9.76%) Microsoft Certification
3 4 (9.76%) RHCT
4 3 (7.32%) Computer Science Degree
4 3 (7.32%) VMware Certified Professional (VCP)
5 2 (4.88%) CCNA
5 2 (4.88%) CCNP
5 2 (4.88%) Cisco Certification
6 1 (2.44%) PMI Certification
6 1 (2.44%) PMP
6 1 (2.44%) VCP5
6 1 (2.44%) VCP6
Quality Assurance & Compliance
1 1 (2.44%) ISO/IEC 27001
1 1 (2.44%) QA
1 1 (2.44%) Sarbanes-Oxley
1 1 (2.44%) SLA
System Software
1 8 (19.51%) Docker
2 7 (17.07%) Active Directory
2 7 (17.07%) HDFS
2 7 (17.07%) VMware Infrastructure
3 5 (12.20%) Hyper-V
4 4 (9.76%) KVM
5 1 (2.44%) EMC RecoverPoint
Systems Management
1 8 (19.51%) Kubernetes
2 3 (7.32%) Avamar
2 3 (7.32%) Nagios
3 2 (4.88%) Ansible
3 2 (4.88%) HAProxy
3 2 (4.88%) Opscode Chef
3 2 (4.88%) Puppet
4 1 (2.44%) OSSEC
4 1 (2.44%) PowerCLI
4 1 (2.44%) ZABBIX
Vendors
1 10 (24.39%) Microsoft
2 9 (21.95%) VMware
3 7 (17.07%) SAP
4 6 (14.63%) EMC
4 6 (14.63%) Google
5 4 (9.76%) Citrix
5 4 (9.76%) Dell
5 4 (9.76%) Red Hat
6 3 (7.32%) Cisco
6 3 (7.32%) Oracle
7 2 (4.88%) Asigra
7 2 (4.88%) Brocade
7 2 (4.88%) EqualLogic
7 2 (4.88%) Intel
7 2 (4.88%) NetApp
7 2 (4.88%) Veeam
7 2 (4.88%) Zerto
8 1 (2.44%) Concur
8 1 (2.44%) Dynatrace
8 1 (2.44%) Splunk