The table below looks at the statistics for PaaS skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited PaaS over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Platform as a Service (PaaS)
UK / Scotland
Rank 131 144 -
Rank change year-on-year
+13 -
Permanent jobs citing PaaS 4 11 0
As % of all permanent IT jobs located in Scotland 0.18% 0.38% -
As % of the Cloud Services category 1.83% 4.80% -
Number of salaries quoted 0 11 0
Median salary - £45,000 -
UK excluding London median salary £51,500 £53,500 £47,500
% change year-on-year
-3.73% +12.63%

The following table is for comparison with the above and provides statistics for the entire Cloud Services category in permanent jobs advertised in the Scotland region.

Cloud Services Category
Scotland
Permanent IT job ads with a match in the
Cloud Services category
219 229 225
As % of all permanent IT jobs located in Scotland 9.70% 7.85% 7.33%
Number of salaries quoted 155 153 159
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year
-5.26% +5.55%
90% offered a salary of more than £27,500 £32,000 £30,000
10% offered a salary of more than £55,000 £60,000 £67,500
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

PaaS
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing PaaS as a proportion of all IT jobs with a match in the Cloud Services category.

PaaS Jobs Demand Trend in Scotland

PaaS
Salary Trend in Scotland

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

PaaS Salary Trend in Scotland

PaaS
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PaaS within the Scotland region over the 3 months to 23 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +14 4 - -
PaaS
UK

PaaS
Top 30 Related IT Skills in Scotland

For the 6 months to 23 January 2017, IT jobs citing PaaS 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 Scotland region with a requirement for PaaS.

1 13 (92.86%) Continuous Integration
1 13 (92.86%) Docker
2 12 (85.71%) IaaS
2 12 (85.71%) Finance
2 12 (85.71%) Agile Software Development
3 11 (78.57%) Python
3 11 (78.57%) Jenkins
4 9 (64.29%) Perl
4 9 (64.29%) Ruby
4 9 (64.29%) Microsoft Azure
4 9 (64.29%) Amazon AWS
5 8 (57.14%) Java
5 8 (57.14%) Analytics
6 7 (50.00%) Puppet
6 7 (50.00%) REST
6 7 (50.00%) DevOps
6 7 (50.00%) Opscode Chef
6 7 (50.00%) Microservices
6 7 (50.00%) Unix
7 6 (42.86%) Windows
7 6 (42.86%) Linux
7 6 (42.86%) Configuration Management
7 6 (42.86%) Amazon EC2
7 6 (42.86%) Amazon S3
7 6 (42.86%) Software Engineering
7 6 (42.86%) Mesos
7 6 (42.86%) Amazon CloudWatch
7 6 (42.86%) Kubernetes
7 6 (42.86%) Continuous Delivery
7 6 (42.86%) Hybrid Cloud

PaaS
Top Related IT Skills in Scotland 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 4 (28.57%) Apache Pig
1 4 (28.57%) Apache Spark
2 2 (14.29%) Apache Qpid
2 2 (14.29%) Cloud Foundry
3 1 (7.14%) Elasticsearch
Cloud Services
1 12 (85.71%) IaaS
2 9 (64.29%) Amazon AWS
2 9 (64.29%) Microsoft Azure
3 6 (42.86%) Amazon CloudWatch
3 6 (42.86%) Amazon EC2
3 6 (42.86%) Amazon S3
4 3 (21.43%) Google Cloud Platform
4 3 (21.43%) Heroku
5 2 (14.29%) GitHub
5 2 (14.29%) Google App Engine
5 2 (14.29%) Google Compute Engine
5 2 (14.29%) SaaS
Communications & Networking
1 2 (14.29%) AMQP
1 2 (14.29%) Firewall
1 2 (14.29%) HTTP
1 2 (14.29%) Internet
1 2 (14.29%) Software-Defined Networking
Database & Business Intelligence
1 4 (28.57%) Apache Hive
1 4 (28.57%) Big Data
1 4 (28.57%) Flink
1 4 (28.57%) Hadoop
1 4 (28.57%) NoSQL
2 3 (21.43%) MongoDB
3 2 (14.29%) Apache Cassandra
3 2 (14.29%) MySQL
3 2 (14.29%) PostgreSQL
3 2 (14.29%) RDBMS
3 2 (14.29%) Relational Database
4 1 (7.14%) DocumentDB
4 1 (7.14%) SQL Server
Development Applications
1 11 (78.57%) Jenkins
2 2 (14.29%) Atlassian Bamboo
3 1 (7.14%) Git (software)
3 1 (7.14%) Subversion
General
1 12 (85.71%) Finance
2 2 (14.29%) Billing
3 1 (7.14%) Banking
Job Titles
1 5 (35.71%) DevOps Engineer
2 4 (28.57%) Continuous Deployment Engineer
3 2 (14.29%) Architect
3 2 (14.29%) Cloud Architect
3 2 (14.29%) Developer
3 2 (14.29%) Service Architect
4 1 (7.14%) .NET Developer
4 1 (7.14%) ASP.NET Developer
4 1 (7.14%) ASP.NET MVC Developer
4 1 (7.14%) C# .NET Developer
4 1 (7.14%) C# ASP.NET Developer
4 1 (7.14%) C# Developer
4 1 (7.14%) Cloud Developer
4 1 (7.14%) Lead Developer
4 1 (7.14%) Lead DevOps
4 1 (7.14%) SQL Developer
4 1 (7.14%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 7 (50.00%) REST
2 4 (28.57%) ELK Stack
2 4 (28.57%) Kafka
2 4 (28.57%) NumPy
2 4 (28.57%) SciPy
3 3 (21.43%) Web Services
4 2 (14.29%) Java EE
4 2 (14.29%) RabbitMQ
5 1 (7.14%) .NET
5 1 (7.14%) ASP.NET
5 1 (7.14%) ASP.NET MVC
5 1 (7.14%) ASP.NET Web API
5 1 (7.14%) CSS
5 1 (7.14%) CSS3
5 1 (7.14%) HTML
5 1 (7.14%) HTML5
5 1 (7.14%) jQuery
5 1 (7.14%) Lucene
5 1 (7.14%) Node.js
5 1 (7.14%) Velocity
Miscellaneous
1 6 (42.86%) Hybrid Cloud
2 4 (28.57%) Public Cloud
3 2 (14.29%) Blog
3 2 (14.29%) Data Centre
4 1 (7.14%) Inversion of Control
4 1 (7.14%) Virtual Team
Operating Systems
1 7 (50.00%) Unix
2 6 (42.86%) Linux
2 6 (42.86%) Windows
Processes & Methodologies
1 13 (92.86%) Continuous Integration
2 12 (85.71%) Agile Software Development
3 8 (57.14%) Analytics
4 7 (50.00%) DevOps
4 7 (50.00%) Microservices
5 6 (42.86%) Configuration Management
5 6 (42.86%) Continuous Delivery
5 6 (42.86%) Software Distribution
5 6 (42.86%) Software Engineering
6 5 (35.71%) Continuous Deployment
6 5 (35.71%) Open Source
7 4 (28.57%) Agile Project Management
7 4 (28.57%) Integration Testing
7 4 (28.57%) Project Management
7 4 (28.57%) Service Delivery
7 4 (28.57%) Workflow
8 3 (21.43%) Automated Testing
8 3 (21.43%) SDLC
9 2 (14.29%) Capacity Management
9 2 (14.29%) Use Case
Programming Languages
1 11 (78.57%) Python
2 9 (64.29%) Perl
2 9 (64.29%) Ruby
3 8 (57.14%) Java
4 4 (28.57%) Bash Shell
5 3 (21.43%) C#
6 2 (14.29%) C++
7 1 (7.14%) Groovy
7 1 (7.14%) SQL
7 1 (7.14%) T-SQL
Qualifications
1 4 (28.57%) Degree
System Software
1 13 (92.86%) Docker
2 4 (28.57%) Apache Flume
2 4 (28.57%) VMware ESXi
2 4 (28.57%) VMware Infrastructure
Systems Management
1 7 (50.00%) Opscode Chef
1 7 (50.00%) Puppet
2 6 (42.86%) Kubernetes
2 6 (42.86%) Mesos
3 4 (28.57%) Ansible
4 2 (14.29%) CFEngine
Vendors
1 4 (28.57%) Splunk
1 4 (28.57%) VMware
2 3 (21.43%) Google
3 2 (14.29%) Oracle
3 2 (14.29%) Sybase
4 1 (7.14%) Microsoft