Period
to 18 December 2017

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 18 December 2017 with a comparison to the same period in the previous 2 years.

Cloud Computing
Scotland > Glasgow
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 99 114 136
Rank change year-on-year +15 +22 +6
Permanent jobs citing Cloud Computing 49 17 19
As % of all permanent IT jobs advertised in Glasgow 2.17% 0.85% 0.72%
As % of the Cloud Services category 16.61% 6.91% 10.44%
Number of salaries quoted 19 11 17
Glasgow median annual salary £52,500 £35,000 £63,500
Median salary % change year-on-year +50.00% -44.88% -
10th Percentile £29,650 £26,250 £45,250
90th Percentile £82,500 £43,750 £84,250
Scotland median annual salary £60,000 £40,000 £55,000
% change year-on-year +50.00% -27.27% +37.50%

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 295 246 182
As % of all permanent IT jobs advertised in Glasgow 13.04% 12.25% 6.89%
Number of salaries quoted 183 173 109
Glasgow median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -
10th Percentile £31,250 £26,250 £27,500
90th Percentile £67,500 £60,000 £60,000
Scotland median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -2.35%

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 18 December 2017.

Salary histogram for Cloud Computing in Glasgow

For the 6 months to 18 December 2017, IT jobs citing Cloud Computing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Cloud Computing.

1 20 (40.82%) Amazon AWS
2 19 (38.78%) Python
3 16 (32.65%) Windows
3 16 (32.65%) JavaScript
3 16 (32.65%) Agile Software Development
3 16 (32.65%) DevOps
4 15 (30.61%) Java
5 14 (28.57%) Perl
5 14 (28.57%) DNS
6 13 (26.53%) SSL
6 13 (26.53%) Configuration Management
6 13 (26.53%) Linux
6 13 (26.53%) SMTP
6 13 (26.53%) HTTP
6 13 (26.53%) Spring
6 13 (26.53%) IPsec
6 13 (26.53%) AngularJS
6 13 (26.53%) Opscode Chef
6 13 (26.53%) Microsoft Azure
6 13 (26.53%) Bash Shell
7 12 (24.49%) NoSQL
7 12 (24.49%) Puppet
7 12 (24.49%) Relational Database
7 12 (24.49%) Greenfield Project
7 12 (24.49%) QA
7 12 (24.49%) TCP/IP
8 11 (22.45%) ITIL
8 11 (22.45%) Microsoft
8 11 (22.45%) React
9 10 (20.41%) Data Centre

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 1 (2.04%) Exchange Server 2010
1 1 (2.04%) JBoss
1 1 (2.04%) MS Exchange
Cloud Services
1 20 (40.82%) Amazon AWS
2 13 (26.53%) Microsoft Azure
3 1 (2.04%) Amazon EC2
3 1 (2.04%) IaaS
Communications & Networking
1 14 (28.57%) DNS
2 13 (26.53%) HTTP
2 13 (26.53%) IPsec
2 13 (26.53%) SMTP
2 13 (26.53%) SSL
3 12 (24.49%) TCP/IP
4 9 (18.37%) Firewall
5 4 (8.16%) Intrusion Detection
6 3 (6.12%) VPN
7 1 (2.04%) DHCP
7 1 (2.04%) SAN
Database & Business Intelligence
1 12 (24.49%) NoSQL
1 12 (24.49%) Relational Database
2 9 (18.37%) Big Data
2 9 (18.37%) MySQL
3 7 (14.29%) Redis
4 6 (12.24%) Hadoop
5 4 (8.16%) PostgreSQL
6 1 (2.04%) MongoDB
6 1 (2.04%) SQL Server
Development Applications
1 8 (16.33%) Git (software)
2 3 (6.12%) Cucumber
3 2 (4.08%) JUnit
3 2 (4.08%) Mockito
4 1 (2.04%) Jenkins
4 1 (2.04%) Team Foundation Server
General
1 6 (12.24%) Banking
2 4 (8.16%) Finance
3 2 (4.08%) Prime Brokerage
4 1 (2.04%) Polish Language
Job Titles
1 20 (40.82%) Developer
2 12 (24.49%) Java Developer
3 11 (22.45%) Senior Developer
4 10 (20.41%) DevOps Engineer
5 9 (18.37%) Architect
6 7 (14.29%) Full Stack Developer
6 7 (14.29%) Senior Java Developer
7 6 (12.24%) Angular Developer
7 6 (12.24%) JavaScript Developer
7 6 (12.24%) Senior Full Stack Developer
7 6 (12.24%) Senior JavaScript Developer
8 5 (10.20%) AWS Architect
9 4 (8.16%) Administrator
9 4 (8.16%) Security Administrator
9 4 (8.16%) Technical Architect
10 3 (6.12%) Ruby Developer
10 3 (6.12%) Ruby on Rails Developer
10 3 (6.12%) Senior Ruby Developer
10 3 (6.12%) Senior Ruby on Rails Developer
11 2 (4.08%) Prime Brokerage Java Developer
Libraries, Frameworks & Software Standards
1 13 (26.53%) AngularJS
1 13 (26.53%) Spring
2 11 (22.45%) React
3 6 (12.24%) Angular 2
3 6 (12.24%) HTML
3 6 (12.24%) Twitter Bootstrap
4 5 (10.20%) CSS
5 4 (8.16%) Hibernate
5 4 (8.16%) Ruby on Rails
6 3 (6.12%) J2EE
6 3 (6.12%) RESTful
6 3 (6.12%) SOAP
6 3 (6.12%) XML
7 2 (4.08%) Web Services
8 1 (2.04%) .NET
8 1 (2.04%) ASP.NET
8 1 (2.04%) Django
8 1 (2.04%) JMS
8 1 (2.04%) jQuery
8 1 (2.04%) JSON
Miscellaneous
1 12 (24.49%) Greenfield Project
2 10 (20.41%) Data Centre
3 7 (14.29%) Fintech
3 7 (14.29%) Management Information System
3 7 (14.29%) Public Cloud
3 7 (14.29%) User Experience
4 5 (10.20%) N-Tier
5 2 (4.08%) Computer Science
5 2 (4.08%) Hedge funds
6 1 (2.04%) Client/Server
6 1 (2.04%) Data Structures
6 1 (2.04%) EMC VNX
6 1 (2.04%) Enterprise Software
6 1 (2.04%) Hybrid Cloud
Operating Systems
1 16 (32.65%) Windows
2 13 (26.53%) Linux
3 9 (18.37%) Unix
4 1 (2.04%) Windows Server
Processes & Methodologies
1 16 (32.65%) Agile Software Development
1 16 (32.65%) DevOps
2 13 (26.53%) Configuration Management
3 11 (22.45%) ITIL
4 10 (20.41%) Technical Analysis
4 10 (20.41%) Web Development
5 9 (18.37%) Capacity Planning
5 9 (18.37%) Open Source
6 8 (16.33%) Microservices
7 7 (14.29%) Data Management
7 7 (14.29%) TDD
8 6 (12.24%) SDLC
9 5 (10.20%) Change Management
9 5 (10.20%) Product Management
9 5 (10.20%) Project Management
9 5 (10.20%) TOGAF
9 5 (10.20%) UML
9 5 (10.20%) Use Case
9 5 (10.20%) Waterfall
10 4 (8.16%) Unit Testing
Programming Languages
1 19 (38.78%) Python
2 16 (32.65%) JavaScript
3 15 (30.61%) Java
4 14 (28.57%) Perl
5 13 (26.53%) Bash Shell
6 10 (20.41%) PHP
6 10 (20.41%) PowerShell
6 10 (20.41%) SQL
7 5 (10.20%) Ruby
8 4 (8.16%) C#
9 2 (4.08%) Scala
10 1 (2.04%) C++
10 1 (2.04%) Shell Script
10 1 (2.04%) TypeScript
Qualifications
1 7 (14.29%) RHCE
2 3 (6.12%) Degree
3 1 (2.04%) CCNA
3 1 (2.04%) CCNP
3 1 (2.04%) Cisco Certification
3 1 (2.04%) Computer Science Degree
3 1 (2.04%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 12 (24.49%) QA
2 1 (2.04%) SLA
System Software
1 2 (4.08%) Active Directory
2 1 (2.04%) Hyper-V
2 1 (2.04%) VMware Infrastructure
2 1 (2.04%) XenApp
Systems Management
1 13 (26.53%) Opscode Chef
2 12 (24.49%) Puppet
3 10 (20.41%) Nagios
4 9 (18.37%) Grafana
4 9 (18.37%) ZABBIX
5 7 (14.29%) CFEngine
6 4 (8.16%) Ansible
7 1 (2.04%) HAProxy
7 1 (2.04%) Microsoft Intune
7 1 (2.04%) SCCM
7 1 (2.04%) SCOM
Vendors
1 11 (22.45%) Microsoft
2 7 (14.29%) Red Hat
3 5 (10.20%) Cisco
3 5 (10.20%) IBM
3 5 (10.20%) Oracle
4 1 (2.04%) Brocade
4 1 (2.04%) Citrix
4 1 (2.04%) CommVault
4 1 (2.04%) Dell
4 1 (2.04%) EMC
4 1 (2.04%) EqualLogic
4 1 (2.04%) Veeam
4 1 (2.04%) VMware
4 1 (2.04%) Zerto