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

Serverless Computing
UK > Scotland
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 192 227 217
Rank change year-on-year +35 -10 -
Permanent jobs citing Serverless 31 3 5
As % of all permanent IT jobs advertised in Scotland 0.58% 0.054% 0.095%
As % of the Cloud Services category 3.15% 0.40% 0.93%
Number of salaries quoted 11 0 4
Scotland median annual salary £55,000 - £32,500
10th Percentile £40,000 - £26,250
90th Percentile £67,500 - £44,875
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -2.04%

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 985 752 537
As % of all permanent IT jobs advertised in Scotland 18.43% 13.60% 10.19%
Number of salaries quoted 610 499 341
Scotland median annual salary £47,500 £45,000 £41,421
Median salary % change year-on-year +5.56% +8.64% +3.55%
10th Percentile £30,000 £28,250 £26,250
90th Percentile £70,000 £65,000 £60,000
UK median annual salary £55,000 £50,500 £50,000
% change year-on-year +8.91% +1.00% +5.26%

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 21 October 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 21 October 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 - 21 £52,500 - 3
Edinburgh - 10 £55,000 - 7
Serverless
UK

For the 6 months to 21 October 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 21 (67.74%) SQL
2 20 (64.52%) JavaScript
2 20 (64.52%) Amazon AWS
3 17 (54.84%) AWS Lambda
4 16 (51.61%) Web Services
5 14 (45.16%) CSS
5 14 (45.16%) HTML
5 14 (45.16%) Microsoft Azure
6 13 (41.94%) Python
6 13 (41.94%) Web Development
7 12 (38.71%) AngularJS
8 11 (35.48%) Coaching
8 11 (35.48%) Azure Functions
9 10 (32.26%) Problem-Solving
9 10 (32.26%) Analytical Skills
9 10 (32.26%) SDLC
9 10 (32.26%) Degree
9 10 (32.26%) Migration
9 10 (32.26%) Microsoft
9 10 (32.26%) CRM
9 10 (32.26%) SQL Server
10 9 (29.03%) Microsoft Office
10 9 (29.03%) SharePoint
10 9 (29.03%) Intranet
10 9 (29.03%) Service Delivery
10 9 (29.03%) Content Management
10 9 (29.03%) Dynamics CRM
10 9 (29.03%) Software Engineering
10 9 (29.03%) Twitter Bootstrap
10 9 (29.03%) CSS3

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 7 (22.58%) Apache Spark
3 6 (19.35%) Apache Pig
4 1 (3.23%) Apache
4 1 (3.23%) Apache Solr
4 1 (3.23%) Elasticsearch
4 1 (3.23%) SAS
Applications
1 9 (29.03%) Microsoft Office
Business Applications
1 9 (29.03%) Dynamics CRM
Cloud Services
1 20 (64.52%) Amazon AWS
2 17 (54.84%) AWS Lambda
3 14 (45.16%) Microsoft Azure
4 11 (35.48%) Azure Functions
5 9 (29.03%) Office 365
5 9 (29.03%) Yammer
6 7 (22.58%) Amazon S3
6 7 (22.58%) AWS CloudFormation
7 6 (19.35%) Amazon EC2
7 6 (19.35%) Amazon EMR
7 6 (19.35%) Amazon Kinesis
8 4 (12.90%) Google Cloud Platform
9 2 (6.45%) Amazon CloudWatch
9 2 (6.45%) Amazon ElastiCache
9 2 (6.45%) Amazon ELB
9 2 (6.45%) Cloud Computing
9 2 (6.45%) Datadog
9 2 (6.45%) GitHub
9 2 (6.45%) Sumo Logic
9 2 (6.45%) Virtual Private Cloud
Communications & Networking
1 9 (29.03%) Intranet
1 9 (29.03%) Skype
Database & Business Intelligence
1 10 (32.26%) SQL Server
2 9 (29.03%) SQL Server 2012
3 7 (22.58%) Apache Hive
3 7 (22.58%) Big Data
3 7 (22.58%) NoSQL
4 6 (19.35%) Amazon RDS
5 5 (16.13%) Amazon Redshift
6 4 (12.90%) Hadoop
6 4 (12.90%) Sqoop
7 2 (6.45%) Amazon DynamoDB
7 2 (6.45%) Data Warehouse
7 2 (6.45%) HBase
7 2 (6.45%) Impala
8 1 (3.23%) Apache Kudu
8 1 (3.23%) BigQuery
8 1 (3.23%) Data Lake
8 1 (3.23%) Data Mining
8 1 (3.23%) MySQL
8 1 (3.23%) Presto
8 1 (3.23%) SQL Server Reporting Services
Development Applications
1 7 (22.58%) Git (software)
2 2 (6.45%) Atlassian Bamboo
2 2 (6.45%) Bitbucket
2 2 (6.45%) GitLab
2 2 (6.45%) Jenkins
2 2 (6.45%) Travis CI
3 1 (3.23%) ERwin
General
1 1 (3.23%) Finance
Job Titles
1 13 (41.94%) Developer
2 9 (29.03%) SharePoint Developer
3 7 (22.58%) Software Engineer
4 4 (12.90%) AWS Consultant
4 4 (12.90%) Consultant
4 4 (12.90%) UI Engineer
5 3 (9.68%) Big Data Consultant
5 3 (9.68%) Cloud Engineer
5 3 (9.68%) Data Consultant
5 3 (9.68%) Senior Cloud Engineer
5 3 (9.68%) Senior Developer
6 2 (6.45%) AWS Engineer
6 2 (6.45%) Cloud Consultant
6 2 (6.45%) DevOps Engineer
6 2 (6.45%) Junior
7 1 (3.23%) Angular Developer
7 1 (3.23%) Big Data Engineer
7 1 (3.23%) Data Engineer
7 1 (3.23%) Node.js Developer
7 1 (3.23%) React Developer
Libraries, Frameworks & Software Standards
1 16 (51.61%) Web Services
2 14 (45.16%) CSS
2 14 (45.16%) HTML
3 12 (38.71%) AngularJS
4 9 (29.03%) CSS3
4 9 (29.03%) HTML5
4 9 (29.03%) jQuery
4 9 (29.03%) Twitter Bootstrap
5 7 (22.58%) Node.js
6 5 (16.13%) NumPy
6 5 (16.13%) Pandas
6 5 (16.13%) scikit-learn
6 5 (16.13%) SciPy
7 4 (12.90%) Kafka
8 3 (9.68%) Express
8 3 (9.68%) React
9 2 (6.45%) .NET
9 2 (6.45%) Elastic Stack
10 1 (3.23%) .NET Core
10 1 (3.23%) ASP.NET
Miscellaneous
1 10 (32.26%) Analytical Skills
2 9 (29.03%) Hybrid Cloud
3 5 (16.13%) Computer Science
4 4 (12.90%) Public Cloud
5 3 (9.68%) Greenfield Project
6 2 (6.45%) Enterprise Cloud
6 2 (6.45%) Linux Command Line
6 2 (6.45%) Private Cloud
7 1 (3.23%) Analytical Mindset
7 1 (3.23%) Cloud Native
7 1 (3.23%) Data Centre
7 1 (3.23%) Enterprise Software
7 1 (3.23%) Fintech
7 1 (3.23%) Self-Motivation
Operating Systems
1 4 (12.90%) Linux
2 1 (3.23%) SmartOS
2 1 (3.23%) Unix
2 1 (3.23%) Windows
2 1 (3.23%) Windows Server
Processes & Methodologies
1 13 (41.94%) Web Development
2 11 (35.48%) Coaching
3 10 (32.26%) CRM
3 10 (32.26%) Migration
3 10 (32.26%) Problem-Solving
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%) Software Engineering
4 9 (29.03%) Test Scripting
4 9 (29.03%) Webhook
5 7 (22.58%) Analytics
6 6 (19.35%) Data Analysis
6 6 (19.35%) ETL
7 5 (16.13%) Agile Software Development
7 5 (16.13%) Load Testing
7 5 (16.13%) Machine Learning
7 5 (16.13%) Use Case
8 4 (12.90%) MVC
Programming Languages
1 21 (67.74%) SQL
2 20 (64.52%) JavaScript
3 13 (41.94%) Python
4 9 (29.03%) TypeScript
5 8 (25.81%) Java
6 7 (22.58%) Scala
7 6 (19.35%) Ruby
8 5 (16.13%) Clojure
8 5 (16.13%) Lisp
9 4 (12.90%) Bash Shell
9 4 (12.90%) R
10 2 (6.45%) C#
10 2 (6.45%) Go
10 2 (6.45%) PHP
11 1 (3.23%) Shell Script
Qualifications
1 10 (32.26%) Degree
2 1 (3.23%) Computer Science Degree
2 1 (3.23%) Numerate Degree
Quality Assurance & Compliance
1 1 (3.23%) QA
System Software
1 9 (29.03%) Docker
2 5 (16.13%) HDFS
Systems Management
1 8 (25.81%) Kubernetes
2 6 (19.35%) Oozie
3 5 (16.13%) Puppet
4 4 (12.90%) Ansible
4 4 (12.90%) Opscode Chef
4 4 (12.90%) Terraform
5 2 (6.45%) Grafana
5 2 (6.45%) Prometheus
5 2 (6.45%) Sysdig
Vendors
1 10 (32.26%) Microsoft
2 3 (9.68%) Google
3 2 (6.45%) Cloudera
3 2 (6.45%) Splunk