Period
to 23 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Elastic Stack skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Elastic Stack over the 6 months to 23 January 2019 with a comparison to the same period in the previous 2 years.

Elastic Stack (formerly ELK Stack - Elasticsearch, Logstash and Kibana)
Scotland > Edinburgh
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 105 131 113
Rank change year-on-year +26 -18 +24
Permanent jobs citing Elastic Stack 41 21 18
As % of all permanent IT jobs advertised in Edinburgh 1.68% 0.79% 0.82%
As % of the Libraries, Frameworks & Software Standards category 4.26% 2.10% 2.21%
Number of salaries quoted 12 7 18
Edinburgh median annual salary £51,500 £32,000 £50,000
Median salary % change year-on-year +60.94% -36.00% -9.09%
10th Percentile £26,875 £28,000 £37,500
90th Percentile £62,500 £50,600 £70,000
Scotland median annual salary £42,500 £36,000 £48,250
% change year-on-year +18.06% -25.39% -12.27%

Elastic Stack is in the Software Libraries and Frameworks 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 technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Edinburgh
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 963 998 815
As % of all permanent IT jobs advertised in Edinburgh 39.50% 37.56% 37.33%
Number of salaries quoted 619 660 560
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% -
10th Percentile £31,250 £28,000 £27,500
90th Percentile £67,500 £65,000 £60,000
Scotland median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

Elastic Stack
Job Vacancy Trend in Edinburgh

Job postings citing Elastic Stack as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Elastic Stack in Edinburgh

Elastic Stack
Salary Trend in Edinburgh

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

Salary trend for Elastic Stack in Edinburgh

Elastic Stack
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Elastic Stack in Edinburgh over the 6 months to 23 January 2019.

Salary histogram for Elastic Stack in Edinburgh

For the 6 months to 23 January 2019, IT jobs citing Elastic Stack 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 Elastic Stack.

1 39 (95.12%) Linux
2 35 (85.37%) Continuous Delivery
3 34 (82.93%) Amazon AWS
4 33 (80.49%) Ansible
4 33 (80.49%) Terraform
4 33 (80.49%) GoCD
5 31 (75.61%) Opscode Chef
6 30 (73.17%) Jenkins
6 30 (73.17%) Git (software)
7 29 (70.73%) Open Source
7 29 (70.73%) Atlassian Bamboo
7 29 (70.73%) Puppet
7 29 (70.73%) Splunk
7 29 (70.73%) DevOps
7 29 (70.73%) Consul
8 28 (68.29%) Continuous Integration
8 28 (68.29%) Windows
8 28 (68.29%) Microsoft Azure
8 28 (68.29%) Subversion
9 27 (65.85%) Unix
9 27 (65.85%) JIRA
9 27 (65.85%) Team Foundation Server
9 27 (65.85%) Customer Engagement
9 27 (65.85%) Octopus Deploy
9 27 (65.85%) Microservices
9 27 (65.85%) Google Cloud Platform
9 27 (65.85%) RedGate
9 27 (65.85%) ServiceNow
9 27 (65.85%) IBM UrbanCode
9 27 (65.85%) Delphix

Elastic Stack
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 9 (21.95%) Apache Spark
2 2 (4.88%) Apache Pig
2 2 (4.88%) Elasticsearch
3 1 (2.44%) OpenStack
Cloud Services
1 34 (82.93%) Amazon AWS
2 28 (68.29%) Microsoft Azure
3 27 (65.85%) Google Cloud Platform
4 4 (9.76%) Amazon EC2
4 4 (9.76%) Amazon EMR
4 4 (9.76%) Amazon S3
4 4 (9.76%) AWS CloudFormation
4 4 (9.76%) AWS Lambda
4 4 (9.76%) Datadog
4 4 (9.76%) GitHub
4 4 (9.76%) Serverless
5 2 (4.88%) Amazon CloudWatch
5 2 (4.88%) AWS CodePipeline
5 2 (4.88%) AWS Elastic Beanstalk
5 2 (4.88%) Cloud Computing
5 2 (4.88%) npm
5 2 (4.88%) Sumo Logic
Communications & Networking
1 2 (4.88%) Firewall
Database & Business Intelligence
1 8 (19.51%) PostgreSQL
2 5 (12.20%) Apache Cassandra
3 4 (9.76%) Amazon RDS
4 3 (7.32%) Amazon Aurora
5 2 (4.88%) Amazon DynamoDB
5 2 (4.88%) Amazon Redshift
5 2 (4.88%) Apache Hive
5 2 (4.88%) Big Data
5 2 (4.88%) Couchbase
5 2 (4.88%) Hadoop
5 2 (4.88%) Mixpanel
5 2 (4.88%) OpenTSDB
5 2 (4.88%) Parquet
6 1 (2.44%) Informix
6 1 (2.44%) MongoDB
6 1 (2.44%) Oracle Database
6 1 (2.44%) SQL Server
Development Applications
1 33 (80.49%) GoCD
2 30 (73.17%) Git (software)
2 30 (73.17%) Jenkins
3 29 (70.73%) Atlassian Bamboo
4 28 (68.29%) Subversion
5 27 (65.85%) IBM UrbanCode
5 27 (65.85%) JIRA
5 27 (65.85%) Octopus Deploy
5 27 (65.85%) Team Foundation Server
6 6 (14.63%) Artifactory
7 3 (7.32%) GitLab
8 2 (4.88%) Bitbucket
8 2 (4.88%) gulp
8 2 (4.88%) Travis CI
8 2 (4.88%) webpack
9 1 (2.44%) Maven
9 1 (2.44%) Sonatype Nexus
9 1 (2.44%) TeamCity
9 1 (2.44%) Vagrant
General
1 1 (2.44%) Retail
Job Titles
1 27 (65.85%) Consultant
1 27 (65.85%) DevOps Consultant
1 27 (65.85%) Senior Consultant
1 27 (65.85%) Senior DevOps
1 27 (65.85%) Senior DevOps Consultant
2 5 (12.20%) Python Engineer
3 4 (9.76%) Cloud Engineer
4 3 (7.32%) Senior Cloud Engineer
5 2 (4.88%) AWS Engineer
5 2 (4.88%) Developer
5 2 (4.88%) Front End Developer (Client-Side Developer)
5 2 (4.88%) Junior
5 2 (4.88%) Senior Software Engineer
5 2 (4.88%) Senior Web Engineer
5 2 (4.88%) Software Engineer
5 2 (4.88%) Web Engineer
6 1 (2.44%) Administrator
6 1 (2.44%) Cloud Software Engineer
6 1 (2.44%) DBA
6 1 (2.44%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 7 (17.07%) Kafka
2 5 (12.20%) NumPy
2 5 (12.20%) Pandas
2 5 (12.20%) RESTful
3 2 (4.88%) .NET
3 2 (4.88%) Angular 2
3 2 (4.88%) AngularJS
3 2 (4.88%) Apache Flex
3 2 (4.88%) Apache Thrift
3 2 (4.88%) CSS
3 2 (4.88%) HTML
3 2 (4.88%) Ionic Framework
3 2 (4.88%) JSON
3 2 (4.88%) Node.js
3 2 (4.88%) PostGIS
3 2 (4.88%) Protocol Buffers
3 2 (4.88%) RabbitMQ
3 2 (4.88%) Samza
3 2 (4.88%) Spring
Miscellaneous
1 4 (9.76%) Linux Command Line
2 2 (4.88%) Analytical Skills
2 2 (4.88%) Cloud Native
2 2 (4.88%) Data Centre
2 2 (4.88%) Mobile App
2 2 (4.88%) User Experience
Operating Systems
1 39 (95.12%) Linux
2 28 (68.29%) Windows
3 27 (65.85%) Unix
4 1 (2.44%) Red Hat Enterprise Linux
Processes & Methodologies
1 35 (85.37%) Continuous Delivery
2 29 (70.73%) DevOps
2 29 (70.73%) Open Source
3 28 (68.29%) Continuous Integration
4 27 (65.85%) Customer Engagement
4 27 (65.85%) Microservices
5 8 (19.51%) Agile Software Development
6 7 (17.07%) Software Engineering
7 5 (12.20%) Business Development
7 5 (12.20%) Continuous Improvement
7 5 (12.20%) Data Science
7 5 (12.20%) Test Automation
8 4 (9.76%) Computer Science
9 3 (7.32%) ETL
10 2 (4.88%) Configuration Management
10 2 (4.88%) Event-Driven Architecture
10 2 (4.88%) High Availability
10 2 (4.88%) OO
10 2 (4.88%) Systems Analysis
10 2 (4.88%) Visualisation
Programming Languages
1 12 (29.27%) Python
2 7 (17.07%) Scala
3 6 (14.63%) Java
4 5 (12.20%) SQL
5 4 (9.76%) JavaScript
5 4 (9.76%) Ruby
6 2 (4.88%) Bash Shell
6 2 (4.88%) C#
6 2 (4.88%) ES6
6 2 (4.88%) Go
6 2 (4.88%) TypeScript
Qualifications
1 4 (9.76%) Computer Science Degree
1 4 (9.76%) Degree
System Software
1 7 (17.07%) Docker
2 2 (4.88%) HDFS
3 1 (2.44%) VMware Infrastructure
Systems Management
1 33 (80.49%) Ansible
1 33 (80.49%) Terraform
2 31 (75.61%) Opscode Chef
3 29 (70.73%) Consul
3 29 (70.73%) Puppet
4 27 (65.85%) Rundeck
5 8 (19.51%) Kubernetes
5 8 (19.51%) Prometheus
6 3 (7.32%) Grafana
7 2 (4.88%) Kibana
7 2 (4.88%) logstash
7 2 (4.88%) Mesos
7 2 (4.88%) Oozie
7 2 (4.88%) Sysdig
8 1 (2.44%) Packer
8 1 (2.44%) ZABBIX
Vendors
1 29 (70.73%) Splunk
2 27 (65.85%) Delphix
2 27 (65.85%) RedGate
2 27 (65.85%) ServiceNow
3 5 (12.20%) PagerDuty
4 2 (4.88%) VMware
5 1 (2.44%) Cisco
5 1 (2.44%) Juniper
5 1 (2.44%) Oracle
5 1 (2.44%) Talend