Period
to 19 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for PaaS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PaaS over the 6 months to 19 February 2019 with a comparison to the same period in the previous 2 years.

Platform as a Service (PaaS)
Scotland > Glasgow
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 125 140 121
Rank change year-on-year +15 -19 +14
Permanent jobs citing PaaS 21 16 8
As % of all permanent IT jobs advertised in Glasgow 1.04% 0.70% 0.43%
As % of the Cloud Services category 4.67% 4.20% 3.72%
Number of salaries quoted 11 13 2
Glasgow median annual salary £65,000 £45,000 £40,250
Median salary % change year-on-year +44.44% +11.80% -10.56%
10th Percentile £42,000 £33,000 £36,075
90th Percentile £100,000 £65,400 £43,425
Scotland median annual salary £65,000 £45,000 £42,500
% change year-on-year +44.44% +5.88% -5.56%

PaaS 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 450 381 215
As % of all permanent IT jobs advertised in Glasgow 22.38% 16.67% 11.61%
Number of salaries quoted 290 246 152
Glasgow median annual salary £47,000 £45,500 £40,000
Median salary % change year-on-year +3.30% +13.75% -5.88%
10th Percentile £29,678 £32,000 £26,300
90th Percentile £67,376 £65,875 £58,250
Scotland median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% +2.35%

PaaS
Job Vacancy Trend in Glasgow

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

Job vacancy trend for PaaS in Glasgow

PaaS
Salary Trend in Glasgow

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

Salary trend for PaaS in Glasgow

PaaS
Salary Histogram in Glasgow

The salary distribution of IT jobs citing PaaS in Glasgow over the 6 months to 19 February 2019.

Salary histogram for PaaS in Glasgow

For the 6 months to 19 February 2019, IT jobs citing PaaS 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 PaaS.

1 15 (71.43%) Microsoft Azure
2 12 (57.14%) Microsoft
3 8 (38.10%) .NET
3 8 (38.10%) Agile Software Development
4 7 (33.33%) JavaScript
4 7 (33.33%) IaaS
5 6 (28.57%) Software Architecture
5 6 (28.57%) SQL Server
5 6 (28.57%) Windows
6 5 (23.81%) Active Directory
6 5 (23.81%) C#
6 5 (23.81%) Migration
6 5 (23.81%) Git (software)
7 4 (19.05%) PowerShell
7 4 (19.05%) Artificial Intelligence
7 4 (19.05%) Augmented Reality
7 4 (19.05%) Jenkins
7 4 (19.05%) Continuous Improvement
7 4 (19.05%) Office 365
7 4 (19.05%) Microsoft Certification
7 4 (19.05%) Stakeholder Management
7 4 (19.05%) SQL
7 4 (19.05%) Linux
7 4 (19.05%) Technical Analysis
7 4 (19.05%) DevOps
7 4 (19.05%) React
7 4 (19.05%) Windows Server
7 4 (19.05%) .NET Core
8 3 (14.29%) AngularJS
8 3 (14.29%) Continuous Deployment

PaaS
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 2 (9.52%) IBM Notes
2 1 (4.76%) Confluence
2 1 (4.76%) SharePoint
Applications
1 2 (9.52%) Microsoft Office
Cloud Services
1 15 (71.43%) Microsoft Azure
2 7 (33.33%) IaaS
3 4 (19.05%) Office 365
4 3 (14.29%) Azure Active Directory
5 2 (9.52%) Apigee
5 2 (9.52%) SaaS
6 1 (4.76%) Amazon AWS
6 1 (4.76%) Dynamics 365
6 1 (4.76%) Serverless
Communications & Networking
1 3 (14.29%) HTTP
1 3 (14.29%) SSL
2 2 (9.52%) F5 BIG-IP LTM
2 2 (9.52%) NetScaler
2 2 (9.52%) TCP/IP
2 2 (9.52%) VPN
3 1 (4.76%) Firewall
3 1 (4.76%) HTTPS
3 1 (4.76%) iSCSI
3 1 (4.76%) SAN
Database & Business Intelligence
1 6 (28.57%) SQL Server
2 1 (4.76%) Apache Cassandra
2 1 (4.76%) MongoDB
2 1 (4.76%) SQL Server Integration Services
Development Applications
1 5 (23.81%) Git (software)
2 4 (19.05%) Jenkins
3 3 (14.29%) Team Foundation Server
4 2 (9.52%) Bitbucket
4 2 (9.52%) TeamCity
5 1 (4.76%) JIRA
5 1 (4.76%) Oracle Forms
General
1 2 (9.52%) Finance
Job Titles
1 8 (38.10%) Architect
2 5 (23.81%) Developer
3 4 (19.05%) Administrator
3 4 (19.05%) Technical Architect
3 4 (19.05%) Technical Director
4 3 (14.29%) DBA
4 3 (14.29%) DevOps Engineer
4 3 (14.29%) Software Developer
5 2 (9.52%) DevOps Developer
5 2 (9.52%) Java Developer
5 2 (9.52%) Java Software Developer
5 2 (9.52%) Office 365 Architect
5 2 (9.52%) Operations Engineer
5 2 (9.52%) Python Developer
5 2 (9.52%) Solutions Architect
6 1 (4.76%) Designer
6 1 (4.76%) Development Engineer
6 1 (4.76%) Junior Software Developer
6 1 (4.76%) Senior Development Engineer
6 1 (4.76%) Senior Operations Engineer
Libraries, Frameworks & Software Standards
1 8 (38.10%) .NET
2 4 (19.05%) .NET Core
2 4 (19.05%) React
3 3 (14.29%) AngularJS
4 2 (9.52%) LDAP
4 2 (9.52%) REST
4 2 (9.52%) RESTful
4 2 (9.52%) SOAP
5 1 (4.76%) .NET Framework
5 1 (4.76%) ASP.NET
5 1 (4.76%) ASP.NET MVC
5 1 (4.76%) COM
5 1 (4.76%) CSS
5 1 (4.76%) CSS3
5 1 (4.76%) Entity Framework
5 1 (4.76%) HTML
5 1 (4.76%) HTML5
5 1 (4.76%) J2EE
5 1 (4.76%) Node.js
Miscellaneous
1 4 (19.05%) Augmented Reality
2 3 (14.29%) Clustering
3 2 (9.52%) Analytical Skills
3 2 (9.52%) Cloud Native
3 2 (9.52%) Data Centre
3 2 (9.52%) Renewable Energy
3 2 (9.52%) User Experience
4 1 (4.76%) Enterprise Software
Operating Systems
1 6 (28.57%) Windows
2 4 (19.05%) Linux
2 4 (19.05%) Windows Server
3 3 (14.29%) Unix
4 2 (9.52%) Windows 7
Processes & Methodologies
1 8 (38.10%) Agile Software Development
2 6 (28.57%) Software Architecture
3 5 (23.81%) Migration
4 4 (19.05%) Artificial Intelligence
4 4 (19.05%) Continuous Improvement
4 4 (19.05%) DevOps
4 4 (19.05%) Stakeholder Management
4 4 (19.05%) Technical Analysis
5 3 (14.29%) Continuous Deployment
5 3 (14.29%) High Availability
5 3 (14.29%) Microservices
6 2 (9.52%) Application Packaging
6 2 (9.52%) Capacity Management
6 2 (9.52%) Incident Management
6 2 (9.52%) ITSM
6 2 (9.52%) Load Balancing
6 2 (9.52%) MVC
6 2 (9.52%) Root Cause Analysis
6 2 (9.52%) Scrum
6 2 (9.52%) TOGAF
Programming Languages
1 7 (33.33%) JavaScript
2 5 (23.81%) C#
3 4 (19.05%) PowerShell
3 4 (19.05%) SQL
4 3 (14.29%) Java
5 2 (9.52%) Bash Shell
5 2 (9.52%) Perl
5 2 (9.52%) Python
6 1 (4.76%) F#
6 1 (4.76%) R
6 1 (4.76%) T-SQL
6 1 (4.76%) TypeScript
Qualifications
1 4 (19.05%) Microsoft Certification
2 3 (14.29%) Degree
2 3 (14.29%) MCSA
3 1 (4.76%) ITIL Certification
3 1 (4.76%) MCSE
System Software
1 5 (23.81%) Active Directory
2 2 (9.52%) Virtual Desktop
3 1 (4.76%) Docker
3 1 (4.76%) Hyper-V
3 1 (4.76%) VMware Infrastructure
Systems Management
1 3 (14.29%) Microsoft Clustering
2 2 (9.52%) AirWatch
2 2 (9.52%) Microsoft Intune
3 1 (4.76%) Kubernetes
Vendors
1 12 (57.14%) Microsoft
2 3 (14.29%) Citrix
3 2 (9.52%) Cognizant
3 2 (9.52%) F5
3 2 (9.52%) Google
3 2 (9.52%) Lotus
3 2 (9.52%) MobileIron
3 2 (9.52%) MuleSoft
4 1 (4.76%) Cisco
4 1 (4.76%) Cloudera
4 1 (4.76%) Hortonworks
4 1 (4.76%) Oracle
4 1 (4.76%) VMware