Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 July 2018 with a comparison to the same period in the previous 2 years.

Serverless Computing
Scotland > Glasgow
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 125 - -
Rank change year-on-year - - -
Permanent jobs citing Serverless 38 0 0
As % of all permanent IT jobs advertised in Glasgow 1.55% - -
As % of the Cloud Services category 7.74% - -
Number of salaries quoted 8 0 0
Glasgow median annual salary £66,000 - -
Scotland median annual salary £58,500 - £45,000

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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 491 227 264
As % of all permanent IT jobs advertised in Glasgow 20.07% 10.17% 10.17%
Number of salaries quoted 304 142 147
Glasgow median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -5.56%
10th Percentile £31,413 £27,500 £30,000
90th Percentile £65,000 £57,375 £60,000
Scotland median annual salary £45,000 £45,000 £41,750
% change year-on-year - +7.78% -1.76%

Serverless
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Serverless in Glasgow

Serverless
Salary Trend in Glasgow

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

Salary trend for Serverless in Glasgow

Serverless
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Serverless in Glasgow over the 6 months to 21 July 2018.

Salary histogram for Serverless in Glasgow

For the 6 months to 21 July 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 Glasgow region with a requirement for Serverless.

1 33 (86.84%) JavaScript
1 33 (86.84%) SQL
2 31 (81.58%) Amazon AWS
3 30 (78.95%) AWS Lambda
4 28 (73.68%) AWS CloudFormation
4 28 (73.68%) Python
5 27 (71.05%) Amazon Kinesis
5 27 (71.05%) scikit-learn
5 27 (71.05%) SciPy
5 27 (71.05%) NumPy
5 27 (71.05%) NoSQL
5 27 (71.05%) Machine Learning
5 27 (71.05%) Pandas
6 26 (68.42%) Git (software)
6 26 (68.42%) Data Analysis
7 22 (57.89%) Software Engineering
7 22 (57.89%) Load Testing
8 18 (47.37%) Lisp
8 18 (47.37%) Clojure
9 12 (31.58%) Computer Science
9 12 (31.58%) Problem-Solving
10 8 (21.05%) Web Development
10 8 (21.05%) HTML
10 8 (21.05%) CSS
10 8 (21.05%) Web Services
10 8 (21.05%) Microsoft Azure
11 7 (18.42%) Algorithms
11 7 (18.42%) AngularJS
11 7 (18.42%) Use Case
12 6 (15.79%) Microsoft

Serverless
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 5 (13.16%) SharePoint
1 5 (13.16%) Skype for Business
2 1 (2.63%) Apache Spark
2 1 (2.63%) Elasticsearch
Applications
1 5 (13.16%) Microsoft Office
Business Applications
1 5 (13.16%) Dynamics CRM
Cloud Services
1 31 (81.58%) Amazon AWS
2 30 (78.95%) AWS Lambda
3 28 (73.68%) AWS CloudFormation
4 27 (71.05%) Amazon Kinesis
5 8 (21.05%) Microsoft Azure
6 5 (13.16%) Office 365
6 5 (13.16%) Yammer
7 2 (5.26%) Cloud Computing
8 1 (2.63%) Amazon EC2
8 1 (2.63%) Amazon EMR
8 1 (2.63%) Amazon S3
8 1 (2.63%) Google Cloud Platform
Communications & Networking
1 5 (13.16%) Intranet
1 5 (13.16%) Skype
Database & Business Intelligence
1 27 (71.05%) NoSQL
2 6 (15.79%) SQL Server
3 5 (13.16%) SQL Server 2012
4 1 (2.63%) Amazon DynamoDB
4 1 (2.63%) Amazon Redshift
4 1 (2.63%) Hadoop
4 1 (2.63%) OpenTSDB
4 1 (2.63%) Parquet
4 1 (2.63%) PostgreSQL
4 1 (2.63%) SQL Server Reporting Services
Development Applications
1 26 (68.42%) Git (software)
Job Titles
1 22 (57.89%) Software Engineer
2 8 (21.05%) Developer
2 8 (21.05%) UI Engineer
3 5 (13.16%) Data Engineer
3 5 (13.16%) SharePoint Developer
4 2 (5.26%) Data Scientist
4 2 (5.26%) Senior Developer
4 2 (5.26%) Senior Software Engineer
5 1 (2.63%) .NET Developer
5 1 (2.63%) .NET Software Engineer
5 1 (2.63%) C# Software Engineer
5 1 (2.63%) Cloud Engineer
5 1 (2.63%) Cloud Software Engineer
5 1 (2.63%) DevOps Engineer
5 1 (2.63%) Senior .NET Developer
5 1 (2.63%) Senior .NET Software Engineer
5 1 (2.63%) Senior C# Software Engineer
5 1 (2.63%) Senior Cloud Engineer
5 1 (2.63%) Senior Web Developer
5 1 (2.63%) Web Developer
Libraries, Frameworks & Software Standards
1 27 (71.05%) NumPy
1 27 (71.05%) Pandas
1 27 (71.05%) scikit-learn
1 27 (71.05%) SciPy
2 8 (21.05%) CSS
2 8 (21.05%) HTML
2 8 (21.05%) Web Services
3 7 (18.42%) AngularJS
4 5 (13.16%) CSS3
4 5 (13.16%) HTML5
4 5 (13.16%) jQuery
4 5 (13.16%) Twitter Bootstrap
5 3 (7.89%) .NET
6 2 (5.26%) Express
6 2 (5.26%) Node.js
6 2 (5.26%) React
7 1 (2.63%) Apache Thrift
7 1 (2.63%) Elastic Stack
7 1 (2.63%) Kafka
7 1 (2.63%) Samza
Miscellaneous
1 12 (31.58%) Computer Science
2 7 (18.42%) Algorithms
3 5 (13.16%) Analytical Skills
3 5 (13.16%) Hybrid Cloud
4 2 (5.26%) Greenfield Project
5 1 (2.63%) Cloud Native
5 1 (2.63%) Data Centre
Processes & Methodologies
1 27 (71.05%) Machine Learning
2 26 (68.42%) Data Analysis
3 22 (57.89%) Load Testing
3 22 (57.89%) Software Engineering
4 12 (31.58%) Problem-Solving
5 8 (21.05%) Web Development
6 7 (18.42%) Use Case
7 6 (15.79%) Coaching
7 6 (15.79%) SDLC
8 5 (13.16%) Artificial Intelligence
8 5 (13.16%) Content Management
8 5 (13.16%) CRM
8 5 (13.16%) Data Migration
8 5 (13.16%) Migration
8 5 (13.16%) Service Delivery
8 5 (13.16%) Test Scripting
8 5 (13.16%) Webhook
9 3 (7.89%) Agile Software Development
9 3 (7.89%) Data Science
9 3 (7.89%) MVC
Programming Languages
1 33 (86.84%) JavaScript
1 33 (86.84%) SQL
2 28 (73.68%) Python
3 18 (47.37%) Clojure
3 18 (47.37%) Lisp
4 5 (13.16%) TypeScript
5 4 (10.53%) C#
5 4 (10.53%) Java
6 1 (2.63%) Ruby
Qualifications
1 5 (13.16%) Degree
Quality Assurance & Compliance
1 1 (2.63%) QA
System Software
1 3 (7.89%) Docker
2 1 (2.63%) HDFS
Systems Management
1 3 (7.89%) Kubernetes
2 2 (5.26%) Ansible
3 1 (2.63%) Kibana
3 1 (2.63%) logstash
3 1 (2.63%) Mesos
3 1 (2.63%) Opscode Chef
3 1 (2.63%) Puppet
Vendors
1 6 (15.79%) Microsoft
2 1 (2.63%) Google