Period
to 10 December 2018

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 10 December 2018 with a comparison to the same period in the previous 2 years.

Serverless Computing
UK > Scotland
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 201 230 205
Rank change year-on-year +29 -25 -
Permanent jobs citing Serverless 31 5 5
As % of all permanent IT jobs advertised in Scotland 0.58% 0.089% 0.100%
As % of the Cloud Services category 3.05% 0.59% 0.93%
Number of salaries quoted 16 2 4
Scotland median annual salary £56,250 £52,500 £32,500
Median salary % change year-on-year +7.14% +61.54% -
10th Percentile £46,250 £36,000 £26,250
90th Percentile £67,500 £69,000 £44,875
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -7.69%

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 1,015 848 535
As % of all permanent IT jobs advertised in Scotland 18.98% 15.15% 10.68%
Number of salaries quoted 622 551 366
Scotland median annual salary £47,500 £44,705 £42,500
Median salary % change year-on-year +6.25% +5.19% +6.25%
10th Percentile £29,750 £27,500 £26,250
90th Percentile £68,750 £65,000 £63,125
UK median annual salary £55,000 £52,500 £50,500
% change year-on-year +4.76% +3.96% +1.00%

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 10 December 2018.

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 10 December 2018. 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 - 16 £55,000 - 2
Edinburgh +14 15 £57,500 -17.86% 1
Serverless
UK

For the 6 months to 10 December 2018, 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 20 (64.52%) Amazon AWS
2 18 (58.06%) Web Services
3 17 (54.84%) JavaScript
4 16 (51.61%) SQL
4 16 (51.61%) AWS Lambda
5 15 (48.39%) HTML
5 15 (48.39%) CSS
6 13 (41.94%) Microsoft Azure
6 13 (41.94%) AngularJS
6 13 (41.94%) Ruby
6 13 (41.94%) Web Development
6 13 (41.94%) Coaching
7 12 (38.71%) Java
7 12 (38.71%) Python
7 12 (38.71%) CRM
8 11 (35.48%) SQL Server
8 11 (35.48%) Analytical Skills
8 11 (35.48%) Azure Functions
9 10 (32.26%) SDLC
9 10 (32.26%) TypeScript
9 10 (32.26%) Microsoft
9 10 (32.26%) Migration
9 10 (32.26%) Degree
9 10 (32.26%) Amazon S3
10 9 (29.03%) HTML5
10 9 (29.03%) Skype for Business
10 9 (29.03%) SQL Server 2012
10 9 (29.03%) CSS3
10 9 (29.03%) Office 365
10 9 (29.03%) Dynamics CRM

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 9 (29.03%) SharePoint
1 9 (29.03%) Skype for Business
2 8 (25.81%) Apache Spark
3 5 (16.13%) Apache Pig
3 5 (16.13%) Elasticsearch
4 1 (3.23%) Apache
4 1 (3.23%) Apache Solr
Applications
1 9 (29.03%) Microsoft Office
Business Applications
1 9 (29.03%) Dynamics CRM
Cloud Services
1 20 (64.52%) Amazon AWS
2 16 (51.61%) AWS Lambda
3 13 (41.94%) Microsoft Azure
4 11 (35.48%) Azure Functions
5 10 (32.26%) Amazon S3
6 9 (29.03%) Office 365
6 9 (29.03%) Yammer
7 7 (22.58%) Amazon EC2
7 7 (22.58%) Amazon EMR
8 4 (12.90%) AWS CloudFormation
9 3 (9.68%) Amazon Kinesis
9 3 (9.68%) Google Cloud Platform
9 3 (9.68%) SaaS
10 2 (6.45%) Amazon CloudWatch
10 2 (6.45%) Amazon ElastiCache
10 2 (6.45%) Cloud Computing
10 2 (6.45%) Datadog
10 2 (6.45%) GitHub
10 2 (6.45%) Sumo Logic
10 2 (6.45%) Virtual Private Cloud
Communications & Networking
1 9 (29.03%) Intranet
1 9 (29.03%) Skype
2 1 (3.23%) SSL
Database & Business Intelligence
1 11 (35.48%) SQL Server
2 9 (29.03%) SQL Server 2012
3 8 (25.81%) Amazon Redshift
4 6 (19.35%) Apache Hive
4 6 (19.35%) Big Data
4 6 (19.35%) Hadoop
5 5 (16.13%) Amazon RDS
6 4 (12.90%) MySQL
7 3 (9.68%) Amazon DynamoDB
7 3 (9.68%) Sqoop
8 2 (6.45%) HBase
8 2 (6.45%) Impala
8 2 (6.45%) OpenTSDB
8 2 (6.45%) Parquet
8 2 (6.45%) PostgreSQL
9 1 (3.23%) Apache Kudu
9 1 (3.23%) Data Mining
9 1 (3.23%) Data Warehouse
9 1 (3.23%) NoSQL
9 1 (3.23%) SQL Server Reporting Services
Development Applications
1 2 (6.45%) Atlassian Bamboo
1 2 (6.45%) Bitbucket
1 2 (6.45%) Git (software)
1 2 (6.45%) GitLab
1 2 (6.45%) Jenkins
1 2 (6.45%) Travis CI
2 1 (3.23%) ERwin
General
1 3 (9.68%) Finance
Job Titles
1 15 (48.39%) Developer
2 9 (29.03%) SharePoint Developer
3 6 (19.35%) Cloud Engineer
3 6 (19.35%) Senior Cloud Engineer
4 4 (12.90%) Senior Developer
4 4 (12.90%) Software Engineer
5 3 (9.68%) AWS Consultant
5 3 (9.68%) Big Data Consultant
5 3 (9.68%) Consultant
5 3 (9.68%) Data Consultant
5 3 (9.68%) Operations Team Leader
5 3 (9.68%) Senior Software Engineer
5 3 (9.68%) Team Leader
6 2 (6.45%) Angular Developer
6 2 (6.45%) AWS Engineer
6 2 (6.45%) Cloud Consultant
6 2 (6.45%) Node.js Developer
6 2 (6.45%) React Developer
6 2 (6.45%) Senior JavaScript Developer
6 2 (6.45%) Senior React Developer
Libraries, Frameworks & Software Standards
1 18 (58.06%) Web Services
2 15 (48.39%) CSS
2 15 (48.39%) HTML
3 13 (41.94%) AngularJS
4 9 (29.03%) CSS3
4 9 (29.03%) HTML5
4 9 (29.03%) jQuery
4 9 (29.03%) Twitter Bootstrap
5 8 (25.81%) Node.js
6 5 (16.13%) Kafka
7 4 (12.90%) Elastic Stack
7 4 (12.90%) React
8 3 (9.68%) .NET
8 3 (9.68%) Express
8 3 (9.68%) RabbitMQ
8 3 (9.68%) Ruby on Rails
9 2 (6.45%) Apache Flex
9 2 (6.45%) Apache Thrift
9 2 (6.45%) PostGIS
9 2 (6.45%) Protocol Buffers
Miscellaneous
1 11 (35.48%) Analytical Skills
2 9 (29.03%) Hybrid Cloud
3 5 (16.13%) Cloud Native
3 5 (16.13%) Data Centre
3 5 (16.13%) Public Cloud
4 3 (9.68%) Greenfield Project
4 3 (9.68%) Private Cloud
5 2 (6.45%) Enterprise Cloud
5 2 (6.45%) Linux Command Line
6 1 (3.23%) Algorithms
6 1 (3.23%) Enterprise Software
6 1 (3.23%) Fintech
6 1 (3.23%) Self-Motivation
Operating Systems
1 7 (22.58%) Linux
2 3 (9.68%) SmartOS
2 3 (9.68%) Windows
2 3 (9.68%) Windows Server
3 2 (6.45%) Unix
4 1 (3.23%) Android
4 1 (3.23%) Apple iOS
Processes & Methodologies
1 13 (41.94%) Coaching
1 13 (41.94%) Web Development
2 12 (38.71%) CRM
3 10 (32.26%) Migration
3 10 (32.26%) SDLC
4 9 (29.03%) Content Management
4 9 (29.03%) Data Migration
4 9 (29.03%) Service Delivery
4 9 (29.03%) Test Scripting
4 9 (29.03%) Thought Leadership
4 9 (29.03%) Webhook
5 8 (25.81%) Agile Software Development
5 8 (25.81%) Software Engineering
6 6 (19.35%) Analytics
6 6 (19.35%) Problem-Solving
7 5 (16.13%) Continuous Delivery
7 5 (16.13%) ETL
7 5 (16.13%) Mentoring
7 5 (16.13%) Test Automation
8 4 (12.90%) TDD
Programming Languages
1 17 (54.84%) JavaScript
2 16 (51.61%) SQL
3 13 (41.94%) Ruby
4 12 (38.71%) Java
4 12 (38.71%) Python
5 10 (32.26%) TypeScript
6 6 (19.35%) Scala
7 5 (16.13%) C#
8 4 (12.90%) Bash Shell
9 3 (9.68%) PHP
9 3 (9.68%) R
10 2 (6.45%) Go
11 1 (3.23%) Java 8
11 1 (3.23%) Perl
11 1 (3.23%) Shell Script
11 1 (3.23%) XPath
Qualifications
1 10 (32.26%) Degree
Quality Assurance & Compliance
1 1 (3.23%) QA
1 1 (3.23%) SLA
System Software
1 7 (22.58%) Docker
2 6 (19.35%) HDFS
Systems Management
1 6 (19.35%) Kubernetes
2 5 (16.13%) Oozie
2 5 (16.13%) Puppet
3 4 (12.90%) Ansible
3 4 (12.90%) Terraform
4 3 (9.68%) Opscode Chef
5 2 (6.45%) Grafana
5 2 (6.45%) Kibana
5 2 (6.45%) logstash
5 2 (6.45%) Mesos
5 2 (6.45%) Prometheus
5 2 (6.45%) Sysdig
Vendors
1 10 (32.26%) Microsoft
2 2 (6.45%) Cloudera
2 2 (6.45%) Google
2 2 (6.45%) Splunk
3 1 (3.23%) Oracle
3 1 (3.23%) Salesforce.com