Period
to 24 March 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Serverless skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Serverless over the 6 months to 24 March 2019 with a comparison to the same period in the previous 2 years.

Serverless Computing
UK > Scotland
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 187 209 204
Rank change year-on-year +22 -5 -
Permanent jobs citing Serverless 34 23 1
As % of all permanent IT jobs advertised in Scotland 0.66% 0.40% 0.021%
As % of the Cloud Services category 3.21% 2.14% 0.20%
Number of salaries quoted 21 10 0
Scotland median annual salary £55,000 £70,000 -
Median salary % change year-on-year -21.43% - -
UK median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% -3.85%

Serverless 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 Scotland with a requirement for cloud computing skills.

All Cloud Skills
Scotland
Permanent vacancies with a requirement for cloud computing skills 1,058 1,073 503
As % of all permanent IT jobs advertised in Scotland 20.54% 18.75% 10.80%
Number of salaries quoted 627 680 345
Scotland median annual salary £47,000 £45,000 £45,000
Median salary % change year-on-year +4.44% - +5.88%
10th Percentile £28,750 £28,750 £27,500
90th Percentile £67,500 £66,250 £70,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Serverless
Job Vacancy Trend in Scotland

Job postings citing Serverless as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Serverless in Scotland

Serverless
Salary Trend in Scotland

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

Salary trend for Serverless in Scotland

Serverless
Salary Histogram in Scotland

The salary distribution of IT jobs citing Serverless in Scotland over the 6 months to 24 March 2019.

Salary histogram for Serverless in Scotland

Serverless
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the Scotland region over the 6 months to 24 March 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +24 23 £55,000 -21.43% 3
Edinburgh +10 11 £60,000 -9.09% 1
Serverless
UK

For the 6 months to 24 March 2019, IT jobs citing Serverless 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 Scotland region with a requirement for Serverless.

1 32 (94.12%) Amazon AWS
2 20 (58.82%) JavaScript
3 19 (55.88%) AWS Lambda
4 18 (52.94%) Microservices
4 18 (52.94%) Web Services
4 18 (52.94%) Node.js
5 17 (50.00%) Software Engineering
6 16 (47.06%) Agile Software Development
7 11 (32.35%) Artificial Intelligence
7 11 (32.35%) Java
7 11 (32.35%) Microsoft Azure
8 10 (29.41%) Degree
8 10 (29.41%) Problem-Solving
9 9 (26.47%) React
9 9 (26.47%) React Native
9 9 (26.47%) Computer Science
9 9 (26.47%) Amazon S3
9 9 (26.47%) Waterfall
9 9 (26.47%) HTML
9 9 (26.47%) CSS
9 9 (26.47%) Python
9 9 (26.47%) Ruby
10 8 (23.53%) AngularJS
11 7 (20.59%) Hadoop
11 7 (20.59%) MVC
11 7 (20.59%) Cloud Native
11 7 (20.59%) Docker
12 6 (17.65%) Cybersecurity
12 6 (17.65%) Apache Spark
12 6 (17.65%) Kubernetes

Serverless
Co-occurring 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 6 (17.65%) Apache Spark
2 5 (14.71%) Elasticsearch
3 1 (2.94%) Apache
3 1 (2.94%) Confluence
Cloud Services
1 32 (94.12%) Amazon AWS
2 19 (55.88%) AWS Lambda
3 11 (32.35%) Microsoft Azure
4 9 (26.47%) Amazon S3
5 5 (14.71%) Amazon EC2
6 4 (11.76%) Amazon Kinesis
7 3 (8.82%) SaaS
8 2 (5.88%) Amazon EMR
8 2 (5.88%) AWS CloudFormation
8 2 (5.88%) Cloud Computing
8 2 (5.88%) Google Cloud Platform
9 1 (2.94%) Amazon CloudWatch
9 1 (2.94%) PaaS
9 1 (2.94%) Taleo
Communications & Networking
1 1 (2.94%) SSL
Database & Business Intelligence
1 7 (20.59%) Hadoop
2 5 (14.71%) Amazon Redshift
2 5 (14.71%) MySQL
3 4 (11.76%) Amazon RDS
4 3 (8.82%) NoSQL
5 2 (5.88%) Amazon DynamoDB
5 2 (5.88%) OpenTSDB
5 2 (5.88%) Parquet
5 2 (5.88%) PostgreSQL
5 2 (5.88%) SQL Server
6 1 (2.94%) Cosmos DB
6 1 (2.94%) MongoDB
Development Applications
1 1 (2.94%) Artifactory
1 1 (2.94%) Cucumber
1 1 (2.94%) Gradle
1 1 (2.94%) Jenkins
1 1 (2.94%) JIRA
1 1 (2.94%) JUnit
1 1 (2.94%) Maven
1 1 (2.94%) Sonatype Nexus
1 1 (2.94%) TeamCity
General
1 5 (14.71%) Finance
2 3 (8.82%) Marketing
3 1 (2.94%) Financial Institution
Job Titles
1 19 (55.88%) Developer
2 11 (32.35%) Software Developer
3 6 (17.65%) Architect
4 5 (14.71%) Angular Developer
4 5 (14.71%) JavaScript Developer
4 5 (14.71%) Lead Developer
4 5 (14.71%) Node.js Developer
4 5 (14.71%) React Developer
5 4 (11.76%) Cloud Engineer
5 4 (11.76%) Data Engineer
5 4 (11.76%) Front End Developer (Client-Side Developer)
5 4 (11.76%) Senior Cloud Engineer
6 3 (8.82%) Lead Architect
6 3 (8.82%) Operations Team Leader
6 3 (8.82%) Software Engineer
6 3 (8.82%) Team Leader
7 2 (5.88%) Java Developer
7 2 (5.88%) Senior Developer
7 2 (5.88%) Senior Software Engineer
7 2 (5.88%) Web Engineer
Libraries, Frameworks & Software Standards
1 18 (52.94%) Node.js
1 18 (52.94%) Web Services
2 9 (26.47%) CSS
2 9 (26.47%) HTML
2 9 (26.47%) React
2 9 (26.47%) React Native
3 8 (23.53%) AngularJS
4 6 (17.65%) Express
5 3 (8.82%) Kafka
5 3 (8.82%) PySpark
5 3 (8.82%) RabbitMQ
5 3 (8.82%) Ruby on Rails
6 2 (5.88%) .NET
6 2 (5.88%) Apache Flex
6 2 (5.88%) Apache Thrift
6 2 (5.88%) Elastic Stack
6 2 (5.88%) Middleware
6 2 (5.88%) PostGIS
6 2 (5.88%) Protocol Buffers
6 2 (5.88%) Samza
Miscellaneous
1 7 (20.59%) Cloud Native
2 6 (17.65%) Greenfield Project
3 5 (14.71%) Data Centre
4 4 (11.76%) Analytical Skills
5 3 (8.82%) Digital Media
5 3 (8.82%) Private Cloud
5 3 (8.82%) Public Cloud
5 3 (8.82%) User Experience
6 1 (2.94%) Algorithms
6 1 (2.94%) Enterprise Software
6 1 (2.94%) Fintech
Operating Systems
1 4 (11.76%) Android
1 4 (11.76%) Apple iOS
1 4 (11.76%) Linux
2 3 (8.82%) SmartOS
2 3 (8.82%) Windows
2 3 (8.82%) Windows Server
3 2 (5.88%) Unix
Processes & Methodologies
1 18 (52.94%) Microservices
2 17 (50.00%) Software Engineering
3 16 (47.06%) Agile Software Development
4 11 (32.35%) Artificial Intelligence
5 10 (29.41%) Problem-Solving
6 9 (26.47%) Computer Science
6 9 (26.47%) Waterfall
7 7 (20.59%) MVC
8 6 (17.65%) CRM
8 6 (17.65%) Cybersecurity
8 6 (17.65%) People Management
8 6 (17.65%) SOA
8 6 (17.65%) Web Development
9 5 (14.71%) Analytics
9 5 (14.71%) Continuous Delivery
9 5 (14.71%) TDD
10 4 (11.76%) Business Intelligence
10 4 (11.76%) Continuous Integration
10 4 (11.76%) DevOps
10 4 (11.76%) ETL
Programming Languages
1 20 (58.82%) JavaScript
2 11 (32.35%) Java
3 9 (26.47%) Python
3 9 (26.47%) Ruby
4 4 (11.76%) C#
4 4 (11.76%) SQL
5 3 (8.82%) Bash Shell
5 3 (8.82%) Scala
5 3 (8.82%) Shell Script
6 2 (5.88%) Java 8
6 2 (5.88%) PHP
6 2 (5.88%) TypeScript
7 1 (2.94%) C
7 1 (2.94%) Go
7 1 (2.94%) Perl
7 1 (2.94%) XPath
Qualifications
1 10 (29.41%) Degree
Quality Assurance & Compliance
1 3 (8.82%) Data Quality
2 1 (2.94%) GDPR
2 1 (2.94%) SLA
System Software
1 7 (20.59%) Docker
2 2 (5.88%) HDFS
Systems Management
1 6 (17.65%) Kubernetes
2 3 (8.82%) Puppet
3 2 (5.88%) Ansible
3 2 (5.88%) Kibana
3 2 (5.88%) logstash
3 2 (5.88%) Mesos
3 2 (5.88%) Opscode Chef
Vendors
1 4 (11.76%) Microsoft
2 3 (8.82%) Roku
2 3 (8.82%) Tableau
2 3 (8.82%) Virgin Media
3 2 (5.88%) Google
4 1 (2.94%) Oracle
4 1 (2.94%) Salesforce.com
4 1 (2.94%) Splunk