Period
to 17 June 2018

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 17 June 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
Scotland > Glasgow
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 108 123 155
Rank change year-on-year +15 +32 -10
Permanent jobs citing Cloud Computing 52 17 10
As % of all permanent IT jobs advertised in Glasgow 2.18% 0.81% 0.38%
As % of the Cloud Services category 11.26% 8.25% 3.95%
Number of salaries quoted 27 11 10
Glasgow median annual salary £50,000 £40,000 £50,000
Median salary % change year-on-year +25.00% -20.00% -
10th Percentile £31,000 £29,750 £31,375
90th Percentile £70,500 £86,250 £57,500
Scotland median annual salary £51,250 £42,500 £45,000
% change year-on-year +20.59% -5.56% -28.00%

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 462 206 253
As % of all permanent IT jobs advertised in Glasgow 19.38% 9.76% 9.72%
Number of salaries quoted 295 139 137
Glasgow median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% -5.56%
10th Percentile £30,350 £28,250 £29,500
90th Percentile £65,000 £59,000 £60,200
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -5.56%

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 17 June 2018.

Salary histogram for Cloud Computing in Glasgow

For the 6 months to 17 June 2018, 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 36 (69.23%) Python
2 27 (51.92%) Ansible
3 26 (50.00%) Microsoft Azure
4 24 (46.15%) Amazon AWS
5 19 (36.54%) Data Centre
5 19 (36.54%) Change Management
6 18 (34.62%) SQL
7 17 (32.69%) Analytical Skills
7 17 (32.69%) Opscode Chef
8 16 (30.77%) DevOps
9 15 (28.85%) Puppet
10 14 (26.92%) Bash Shell
11 13 (25.00%) Java
11 13 (25.00%) Problem-Solving
12 12 (23.08%) Project Management
13 11 (21.15%) Configuration Management
13 11 (21.15%) ITIL
13 11 (21.15%) IaaS
13 11 (21.15%) Analytics
14 10 (19.23%) Big Data
14 10 (19.23%) Technical Analysis
14 10 (19.23%) Kalman Filter
14 10 (19.23%) Public Cloud
14 10 (19.23%) SaaS
14 10 (19.23%) PaaS
14 10 (19.23%) Capacity Planning
14 10 (19.23%) Security Architecture
14 10 (19.23%) Perl
14 10 (19.23%) OO
14 10 (19.23%) SMTP

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 5 (9.62%) Tomcat
2 4 (7.69%) Jetty
3 3 (5.77%) Elasticsearch
4 2 (3.85%) Apache Spark
4 2 (3.85%) Oracle SOA Suite
4 2 (3.85%) WordPress
5 1 (1.92%) Apache Qpid
5 1 (1.92%) JBoss
5 1 (1.92%) MS Exchange
5 1 (1.92%) nginx
5 1 (1.92%) OpenStack
5 1 (1.92%) Tornado
5 1 (1.92%) WebLogic
5 1 (1.92%) WebSphere
Applications
1 2 (3.85%) Adobe Illustrator
1 2 (3.85%) Photoshop
Cloud Services
1 26 (50.00%) Microsoft Azure
2 24 (46.15%) Amazon AWS
3 11 (21.15%) IaaS
4 10 (19.23%) PaaS
4 10 (19.23%) SaaS
5 7 (13.46%) Azure Data Factory
6 2 (3.85%) Google Cloud Platform
6 2 (3.85%) Serverless
7 1 (1.92%) Amazon EC2
7 1 (1.92%) Amazon EMR
7 1 (1.92%) Amazon S3
7 1 (1.92%) AWS CloudFormation
7 1 (1.92%) AWS Lambda
7 1 (1.92%) Google Compute Engine
7 1 (1.92%) Office 365
Communications & Networking
1 10 (19.23%) DNS
1 10 (19.23%) Firewall
1 10 (19.23%) HTTP
1 10 (19.23%) Intrusion Detection
1 10 (19.23%) IPsec
1 10 (19.23%) SMTP
1 10 (19.23%) SSL
1 10 (19.23%) TCP/IP
1 10 (19.23%) VPN
2 2 (3.85%) Internet
3 1 (1.92%) AMQP
3 1 (1.92%) SAN
Database & Business Intelligence
1 10 (19.23%) Big Data
2 9 (17.31%) Data Warehouse
3 8 (15.38%) Data Mining
4 7 (13.46%) Data Lake
4 7 (13.46%) Power BI
5 5 (9.62%) MongoDB
6 4 (7.69%) NoSQL
7 3 (5.77%) Apache Cassandra
8 2 (3.85%) Hadoop
8 2 (3.85%) PostgreSQL
8 2 (3.85%) SQL Server
9 1 (1.92%) Amazon DynamoDB
9 1 (1.92%) Amazon Redshift
9 1 (1.92%) Couchbase
9 1 (1.92%) OpenTSDB
9 1 (1.92%) Parquet
9 1 (1.92%) Redis
9 1 (1.92%) Relational Database
9 1 (1.92%) Riak
Development Applications
1 7 (13.46%) Git (software)
2 6 (11.54%) Subversion
3 4 (7.69%) Cucumber
3 4 (7.69%) Selenium
4 3 (5.77%) Jenkins
4 3 (5.77%) PHPUnit
5 2 (3.85%) Team Foundation Server
6 1 (1.92%) Ant
6 1 (1.92%) Dreamweaver
6 1 (1.92%) FitNesse
6 1 (1.92%) Gatling
6 1 (1.92%) JMeter
6 1 (1.92%) Maven
6 1 (1.92%) Mercurial
6 1 (1.92%) The Grinder
6 1 (1.92%) Vagrant
General
1 3 (5.77%) Advertising
1 3 (5.77%) Finance
2 1 (1.92%) Banking
Job Titles
1 10 (19.23%) Administrator
1 10 (19.23%) Architect
1 10 (19.23%) Cloud Architect
1 10 (19.23%) Security Administrator
2 9 (17.31%) Developer
3 8 (15.38%) Data Scientist
4 6 (11.54%) Java Engineer
5 5 (9.62%) Software Engineer
6 4 (7.69%) Java Software Engineer
7 3 (5.77%) Cloud Developer
7 3 (5.77%) Designer
7 3 (5.77%) DevOps Engineer
7 3 (5.77%) Junior
7 3 (5.77%) Junior Developer
7 3 (5.77%) Junior Software Developer
7 3 (5.77%) Software Developer
8 2 (3.85%) .NET Developer
8 2 (3.85%) Cloud Engineer
8 2 (3.85%) Solutions Designer
8 2 (3.85%) Web Developer
Libraries, Frameworks & Software Standards
1 10 (19.23%) JSON
2 9 (17.31%) HTML
3 7 (13.46%) Hibernate
3 7 (13.46%) Spring
4 5 (9.62%) AngularJS
4 5 (9.62%) CSS
4 5 (9.62%) HTML5
5 4 (7.69%) .NET
5 4 (7.69%) Node.js
5 4 (7.69%) REST
5 4 (7.69%) Ruby on Rails
6 3 (5.77%) Django
6 3 (5.77%) Kafka
6 3 (5.77%) Symfony
6 3 (5.77%) Zend Framework
7 2 (3.85%) jQuery
8 1 (1.92%) Apache Flex
8 1 (1.92%) JMS
8 1 (1.92%) TIBCO EMS
8 1 (1.92%) WebSphere MQ
Miscellaneous
1 19 (36.54%) Data Centre
2 17 (32.69%) Analytical Skills
3 10 (19.23%) Management Information System
3 10 (19.23%) Public Cloud
4 9 (17.31%) Enterprise Cloud
5 7 (13.46%) Algorithms
6 4 (7.69%) Computer Science
7 3 (5.77%) Self-Motivation
8 2 (3.85%) Hybrid Cloud
9 1 (1.92%) BBC
9 1 (1.92%) Blog
9 1 (1.92%) Cloud Native
9 1 (1.92%) Clustering
9 1 (1.92%) Data Structures
9 1 (1.92%) Fintech
9 1 (1.92%) Greenfield Project
9 1 (1.92%) Over-the-Top Content
9 1 (1.92%) Replication
9 1 (1.92%) User Experience
9 1 (1.92%) Virtual Team
Operating Systems
1 7 (13.46%) Linux
2 4 (7.69%) Windows
3 1 (1.92%) Mac OS
3 1 (1.92%) Unix
Processes & Methodologies
1 19 (36.54%) Change Management
2 16 (30.77%) DevOps
3 13 (25.00%) Problem-Solving
4 12 (23.08%) Project Management
5 11 (21.15%) Analytics
5 11 (21.15%) Configuration Management
5 11 (21.15%) ITIL
6 10 (19.23%) Agile Software Development
6 10 (19.23%) Capacity Planning
6 10 (19.23%) Information Management
6 10 (19.23%) Kalman Filter
6 10 (19.23%) Multi-Factor Authentication
6 10 (19.23%) OO
6 10 (19.23%) Password Management
6 10 (19.23%) Security Architecture
6 10 (19.23%) Security Monitoring
6 10 (19.23%) Technical Analysis
7 9 (17.31%) Business Analysis
7 9 (17.31%) Data Analysis
7 9 (17.31%) ETL
Programming Languages
1 36 (69.23%) Python
2 18 (34.62%) SQL
3 14 (26.92%) Bash Shell
4 13 (25.00%) Java
5 10 (19.23%) Perl
6 9 (17.31%) JavaScript
6 9 (17.31%) PowerShell
7 8 (15.38%) R
8 6 (11.54%) Ruby
9 5 (9.62%) C#
10 4 (7.69%) PHP
11 3 (5.77%) Java 8
12 2 (3.85%) T-SQL
13 1 (1.92%) Clojure
13 1 (1.92%) Erlang
13 1 (1.92%) F#
13 1 (1.92%) Haskell
13 1 (1.92%) Scala
Qualifications
1 9 (17.31%) Degree
2 5 (9.62%) Computer Science Degree
3 1 (1.92%) PMI Certification
3 1 (1.92%) PMP
Quality Assurance & Compliance
1 1 (1.92%) Data Quality
1 1 (1.92%) QA
System Software
1 5 (9.62%) Docker
1 5 (9.62%) VMware Infrastructure
2 1 (1.92%) Apache ZooKeeper
2 1 (1.92%) HDFS
2 1 (1.92%) Hyper-V
2 1 (1.92%) VirtualBox
Systems Management
1 27 (51.92%) Ansible
2 17 (32.69%) Opscode Chef
3 15 (28.85%) Puppet
4 2 (3.85%) logstash
5 1 (1.92%) Cobbler
5 1 (1.92%) Control-M
5 1 (1.92%) HAProxy
5 1 (1.92%) Kibana
5 1 (1.92%) Kubernetes
5 1 (1.92%) Mesos
Vendors
1 10 (19.23%) Microsoft
2 5 (9.62%) VMware
3 3 (5.77%) Cisco
3 3 (5.77%) Zend
4 2 (3.85%) Avaya
4 2 (3.85%) Google
4 2 (3.85%) Oracle
5 1 (1.92%) Adobe
5 1 (1.92%) Dell
5 1 (1.92%) EMC
5 1 (1.92%) IBM
5 1 (1.92%) Splunk
5 1 (1.92%) TIBCO
5 1 (1.92%) Twitter