Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
Scotland > Glasgow
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 122 106 146
Rank change year-on-year -16 +40 -3
Permanent jobs citing Cloud Computing 37 37 10
As % of all permanent IT jobs advertised in Glasgow 1.61% 1.62% 0.41%
As % of the Cloud Services category 8.45% 15.95% 3.88%
Number of salaries quoted 20 13 10
Glasgow median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% -37.11%
10th Percentile £35,250 £31,300 £31,375
90th Percentile £85,000 £82,500 £57,500
Scotland median annual salary £51,500 £58,750 £50,000
% change year-on-year -12.34% +17.50% -25.93%

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 438 232 258
As % of all permanent IT jobs advertised in Glasgow 19.01% 10.17% 10.51%
Number of salaries quoted 279 140 152
Glasgow median annual salary £45,750 £45,000 £42,500
Median salary % change year-on-year +1.67% +5.88% +6.25%
10th Percentile £31,900 £27,500 £26,825
90th Percentile £65,000 £60,000 £60,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -5.88%

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 August 2018.

Salary histogram for Cloud Computing in Glasgow

For the 6 months to 21 August 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 27 (72.97%) Microsoft Azure
2 20 (54.05%) Amazon AWS
3 16 (43.24%) Python
4 14 (37.84%) Project Management
5 13 (35.14%) Analytical Skills
6 12 (32.43%) DevOps
6 12 (32.43%) Ansible
6 12 (32.43%) SQL
7 11 (29.73%) IaaS
8 10 (27.03%) SaaS
8 10 (27.03%) PaaS
8 10 (27.03%) JSON
9 9 (24.32%) Business Analysis
9 9 (24.32%) PowerShell
9 9 (24.32%) Time Management
9 9 (24.32%) Change Management
9 9 (24.32%) HTML
9 9 (24.32%) JavaScript
9 9 (24.32%) Microsoft
9 9 (24.32%) Enterprise Cloud
10 8 (21.62%) Data Centre
11 7 (18.92%) CSS
12 6 (16.22%) C#
12 6 (16.22%) .NET
12 6 (16.22%) OO
12 6 (16.22%) Agile Software Development
12 6 (16.22%) Analytics
12 6 (16.22%) Data Science
13 5 (13.51%) Deployment Automation
14 4 (10.81%) AngularJS

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 3 (8.11%) Tomcat
2 2 (5.41%) Jetty
2 2 (5.41%) WordPress
3 1 (2.70%) Apache Qpid
3 1 (2.70%) Apache Spark
3 1 (2.70%) Elasticsearch
3 1 (2.70%) MS Exchange
Applications
1 2 (5.41%) Adobe Illustrator
1 2 (5.41%) Photoshop
Cloud Services
1 27 (72.97%) Microsoft Azure
2 20 (54.05%) Amazon AWS
3 11 (29.73%) IaaS
4 10 (27.03%) PaaS
4 10 (27.03%) SaaS
5 4 (10.81%) Azure Data Factory
6 3 (8.11%) Google Cloud Platform
7 2 (5.41%) Google Compute Engine
8 1 (2.70%) Office 365
8 1 (2.70%) Serverless
Communications & Networking
1 2 (5.41%) Internet
2 1 (2.70%) SAN
Database & Business Intelligence
1 4 (10.81%) Big Data
1 4 (10.81%) Data Lake
1 4 (10.81%) Data Mining
1 4 (10.81%) Data Warehouse
1 4 (10.81%) Power BI
1 4 (10.81%) SQL Server
2 2 (5.41%) MongoDB
2 2 (5.41%) NoSQL
2 2 (5.41%) PostgreSQL
2 2 (5.41%) Text Mining
3 1 (2.70%) Apache Cassandra
Development Applications
1 4 (10.81%) Git (software)
2 3 (8.11%) Gatling
2 3 (8.11%) JMeter
2 3 (8.11%) NeoLoad
3 2 (5.41%) Cucumber
3 2 (5.41%) Selenium
3 2 (5.41%) Subversion
4 1 (2.70%) Ant
4 1 (2.70%) Dreamweaver
4 1 (2.70%) Jenkins
4 1 (2.70%) Maven
4 1 (2.70%) Team Foundation Server
General
1 1 (2.70%) Finance
Job Titles
1 11 (29.73%) Architect
1 11 (29.73%) Cloud Architect
2 8 (21.62%) Developer
3 4 (10.81%) .NET Developer
3 4 (10.81%) C# .NET Developer
3 4 (10.81%) C# Developer
3 4 (10.81%) Data Scientist
4 3 (8.11%) Cloud Developer
4 3 (8.11%) Java Engineer
4 3 (8.11%) Java Software Engineer
4 3 (8.11%) Non-Functional Tester
4 3 (8.11%) Software Engineer
4 3 (8.11%) Tester
5 2 (5.41%) Head of Engineering
5 2 (5.41%) Head of IT
5 2 (5.41%) Senior Developer
5 2 (5.41%) Senior Software Developer
5 2 (5.41%) Software Developer
5 2 (5.41%) Solutions Architect
5 2 (5.41%) Web Developer
Libraries, Frameworks & Software Standards
1 10 (27.03%) JSON
2 9 (24.32%) HTML
3 7 (18.92%) CSS
4 6 (16.22%) .NET
5 4 (10.81%) AngularJS
6 3 (8.11%) Hibernate
6 3 (8.11%) HTML5
6 3 (8.11%) Spring
7 2 (5.41%) jQuery
7 2 (5.41%) Natural Language Processing
7 2 (5.41%) Node.js
7 2 (5.41%) React
7 2 (5.41%) Web Services
8 1 (2.70%) .NET Core
8 1 (2.70%) CSS3
8 1 (2.70%) Kafka
8 1 (2.70%) REST
Miscellaneous
1 13 (35.14%) Analytical Skills
2 9 (24.32%) Enterprise Cloud
3 8 (21.62%) Data Centre
4 4 (10.81%) Algorithms
4 4 (10.81%) Hybrid Cloud
5 3 (8.11%) N-Tier
6 2 (5.41%) Enterprise Software
6 2 (5.41%) Fintech
6 2 (5.41%) Replication
7 1 (2.70%) BBC
7 1 (2.70%) Blog
7 1 (2.70%) Computer Science
7 1 (2.70%) Over-the-Top Content
7 1 (2.70%) PMI
7 1 (2.70%) User Experience
7 1 (2.70%) Virtual Team
Operating Systems
1 4 (10.81%) Linux
1 4 (10.81%) Windows
2 1 (2.70%) Unix
Processes & Methodologies
1 14 (37.84%) Project Management
2 12 (32.43%) DevOps
3 9 (24.32%) Business Analysis
3 9 (24.32%) Change Management
3 9 (24.32%) Time Management
4 6 (16.22%) Agile Software Development
4 6 (16.22%) Analytics
4 6 (16.22%) Data Science
4 6 (16.22%) OO
5 5 (13.51%) Deployment Automation
6 4 (10.81%) Anomaly Detection
6 4 (10.81%) Business Intelligence
6 4 (10.81%) Data Analysis
6 4 (10.81%) Data Privacy
6 4 (10.81%) Data Transformation
6 4 (10.81%) ETL
6 4 (10.81%) Machine Learning
6 4 (10.81%) Predictive Modelling
6 4 (10.81%) Quantitative Analysis
6 4 (10.81%) Statistical Modelling
Programming Languages
1 16 (43.24%) Python
2 12 (32.43%) SQL
3 9 (24.32%) JavaScript
3 9 (24.32%) PowerShell
4 6 (16.22%) C#
5 4 (10.81%) R
6 3 (8.11%) Java
7 2 (5.41%) Bash Shell
7 2 (5.41%) Java 8
7 2 (5.41%) T-SQL
8 1 (2.70%) PHP
8 1 (2.70%) Ruby
Qualifications
1 4 (10.81%) Degree
2 2 (5.41%) Computer Science Degree
2 2 (5.41%) PMI Certification
2 2 (5.41%) PMP
3 1 (2.70%) CCNA
3 1 (2.70%) CCNP
3 1 (2.70%) Cisco Certification
3 1 (2.70%) MCP
3 1 (2.70%) Microsoft Certified Architect
3 1 (2.70%) Microsoft Certified Master
System Software
1 4 (10.81%) VMware Infrastructure
2 3 (8.11%) Docker
3 2 (5.41%) Hyper-V
Systems Management
1 12 (32.43%) Ansible
2 3 (8.11%) Opscode Chef
2 3 (8.11%) Puppet
3 1 (2.70%) Control-M
3 1 (2.70%) Kubernetes
Vendors
1 9 (24.32%) Microsoft
2 4 (10.81%) VMware
3 3 (8.11%) Google
4 2 (5.41%) Cisco
4 2 (5.41%) Dell
4 2 (5.41%) EMC
5 1 (2.70%) Adobe
5 1 (2.70%) Twitter