Period
to 18 February 2019

The table below looks at the prevalence of the term Cloud Native in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Native over the 6 months to 18 February 2019 with a comparison to the same period over the previous 2 years.

Cloud Native
Scotland > Edinburgh
6 months to
18 Feb 2019
Same period 2018 Same period 2017
Rank 134 153 -
Rank change year-on-year +19 - +155
Permanent jobs citing Cloud Native 9 1 0
As % of all permanent IT jobs advertised in Edinburgh 0.37% 0.037% -
As % of the Miscellaneous category 1.01% 0.098% -
Number of salaries quoted 3 1 0
Edinburgh median annual salary £60,000 £62,000 -
Median salary % change year-on-year -3.23% - -
Scotland median annual salary £60,000 £44,000 -
% change year-on-year +36.36% - -

Cloud Native is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 888 1,023 756
As % of all permanent IT jobs advertised in Edinburgh 36.19% 38.20% 34.62%
Number of salaries quoted 563 651 491
Edinburgh median annual salary £46,500 £42,500 £45,000
Median salary % change year-on-year +9.41% -5.56% -
10th Percentile £27,750 £26,500 £27,500
90th Percentile £72,500 £67,500 £75,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

Cloud Native
Job Vacancy Trend in Edinburgh

Job postings citing Cloud Native as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Cloud Native in Edinburgh

Cloud Native
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cloud Native in Edinburgh.

Salary trend for Cloud Native in Edinburgh

Cloud Native
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Cloud Native in Edinburgh over the 6 months to 18 February 2019.

Salary histogram for Cloud Native in Edinburgh

For the 6 months to 18 February 2019, IT jobs citing Cloud Native 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 Edinburgh region with a requirement for Cloud Native.

1 9 (100.00%) Agile Software Development
1 9 (100.00%) Amazon AWS
2 8 (88.89%) Python
3 6 (66.67%) Continuous Integration
4 5 (55.56%) Ruby
4 5 (55.56%) PostgreSQL
4 5 (55.56%) Java
4 5 (55.56%) Continuous Delivery
4 5 (55.56%) Serverless
5 4 (44.44%) Acceptance Criteria
5 4 (44.44%) Sprint Planning
5 4 (44.44%) TDD
5 4 (44.44%) Git (software)
5 4 (44.44%) Test Automation
5 4 (44.44%) Finance
6 3 (33.33%) Microsoft Azure
6 3 (33.33%) SQLite
6 3 (33.33%) jQuery
6 3 (33.33%) Confluence
6 3 (33.33%) HTML5
6 3 (33.33%) Cucumber
6 3 (33.33%) BDD
6 3 (33.33%) MongoDB
6 3 (33.33%) NoSQL
6 3 (33.33%) RabbitMQ
6 3 (33.33%) Node.js
6 3 (33.33%) REST
6 3 (33.33%) CSS3
6 3 (33.33%) AngularJS
6 3 (33.33%) Bitbucket

Cloud Native
Co-occurring IT Skills in Edinburgh 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 3 (33.33%) Confluence
2 2 (22.22%) Apache Spark
2 2 (22.22%) Elasticsearch
Cloud Services
1 9 (100.00%) Amazon AWS
2 5 (55.56%) Serverless
3 3 (33.33%) Microsoft Azure
3 3 (33.33%) Slack
4 2 (22.22%) Amazon EC2
4 2 (22.22%) Amazon EMR
4 2 (22.22%) Amazon S3
4 2 (22.22%) AWS CloudFormation
4 2 (22.22%) AWS Lambda
4 2 (22.22%) Cloud Computing
Database & Business Intelligence
1 5 (55.56%) PostgreSQL
2 3 (33.33%) MongoDB
2 3 (33.33%) MySQL
2 3 (33.33%) NoSQL
2 3 (33.33%) RDBMS
2 3 (33.33%) Relational Database
2 3 (33.33%) SQLite
3 2 (22.22%) Amazon DynamoDB
3 2 (22.22%) Amazon Redshift
3 2 (22.22%) Hadoop
3 2 (22.22%) OpenTSDB
3 2 (22.22%) Parquet
4 1 (11.11%) Oracle Database
4 1 (11.11%) Oracle Database 11g
Development Applications
1 4 (44.44%) Git (software)
2 3 (33.33%) Bitbucket
2 3 (33.33%) Cucumber
2 3 (33.33%) git-flow
2 3 (33.33%) JIRA
2 3 (33.33%) Selenium
3 1 (11.11%) Jenkins
General
1 4 (44.44%) Finance
Job Titles
1 4 (44.44%) Cloud Engineer
1 4 (44.44%) Senior Cloud Engineer
2 3 (33.33%) Developer
2 3 (33.33%) Java Developer
3 2 (22.22%) Senior Software Engineer
3 2 (22.22%) Senior Web Engineer
3 2 (22.22%) Software Engineer
3 2 (22.22%) Web Engineer
4 1 (11.11%) Cloud Software Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) AngularJS
1 3 (33.33%) CSS
1 3 (33.33%) CSS3
1 3 (33.33%) HTML
1 3 (33.33%) HTML5
1 3 (33.33%) jQuery
1 3 (33.33%) LESS
1 3 (33.33%) Node.js
1 3 (33.33%) RabbitMQ
1 3 (33.33%) React
1 3 (33.33%) REST
1 3 (33.33%) Web Services
2 2 (22.22%) Apache Flex
2 2 (22.22%) Apache Thrift
2 2 (22.22%) Elastic Stack
2 2 (22.22%) Kafka
2 2 (22.22%) PostGIS
2 2 (22.22%) Protocol Buffers
2 2 (22.22%) Samza
Miscellaneous
1 3 (33.33%) Public Cloud
1 3 (33.33%) User Experience
2 2 (22.22%) Analytical Skills
2 2 (22.22%) Data Centre
Operating Systems
1 3 (33.33%) Linux
1 3 (33.33%) Windows
1 3 (33.33%) Windows Server
Processes & Methodologies
1 9 (100.00%) Agile Software Development
2 6 (66.67%) Continuous Integration
3 5 (55.56%) Continuous Delivery
4 4 (44.44%) Acceptance Criteria
4 4 (44.44%) Sprint Planning
4 4 (44.44%) TDD
4 4 (44.44%) Test Automation
5 3 (33.33%) BDD
5 3 (33.33%) Data Protection
5 3 (33.33%) Kanban
5 3 (33.33%) Microservices
5 3 (33.33%) Multithreading
5 3 (33.33%) MVC
5 3 (33.33%) Scrum
5 3 (33.33%) SOLID
6 2 (22.22%) Continuous Deployment
6 2 (22.22%) Decision-Making
6 2 (22.22%) Low Latency
6 2 (22.22%) Open Source
6 2 (22.22%) Software Engineering
Programming Languages
1 8 (88.89%) Python
2 5 (55.56%) Java
2 5 (55.56%) Ruby
3 3 (33.33%) ES6
3 3 (33.33%) JavaScript
4 2 (22.22%) C#
5 1 (11.11%) PL/SQL
5 1 (11.11%) SQL
System Software
1 2 (22.22%) HDFS
Systems Management
1 3 (33.33%) Ansible
2 2 (22.22%) Kibana
2 2 (22.22%) logstash
2 2 (22.22%) Mesos
Vendors
1 1 (11.11%) Oracle