Period
to 16 November 2018

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 16 November 2018 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
16 Nov 2018
Same period 2017 Same period 2016
Rank 111 151 129
Rank change year-on-year +40 -22 +21
Permanent jobs citing Elastic Stack 34 5 14
As % of all permanent IT jobs advertised in Edinburgh 1.33% 0.19% 0.60%
As % of the Libraries, Frameworks & Software Standards category 3.35% 0.51% 1.84%
Number of salaries quoted 8 1 14
Edinburgh median annual salary £55,000 £70,000 £50,000
Median salary % change year-on-year -21.43% +40.00% -9.09%
Scotland median annual salary £50,000 £43,000 £50,000
% change year-on-year +16.28% -14.00% -9.09%

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 1,016 986 760
As % of all permanent IT jobs advertised in Edinburgh 39.75% 36.60% 32.65%
Number of salaries quoted 633 629 534
Edinburgh median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £28,850 £28,000 £27,500
90th Percentile £68,500 £65,000 £59,750
Scotland median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 16 November 2018.

Salary histogram for Elastic Stack in Edinburgh

For the 6 months to 16 November 2018, 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 32 (94.12%) Linux
1 32 (94.12%) Amazon AWS
1 32 (94.12%) Ansible
2 31 (91.18%) Continuous Delivery
3 30 (88.24%) Terraform
3 30 (88.24%) Jenkins
3 30 (88.24%) Git (software)
4 29 (85.29%) DevOps
4 29 (85.29%) GoCD
5 28 (82.35%) Continuous Integration
5 28 (82.35%) Subversion
6 27 (79.41%) Atlassian Bamboo
6 27 (79.41%) Open Source
6 27 (79.41%) Puppet
6 27 (79.41%) Splunk
6 27 (79.41%) Opscode Chef
7 25 (73.53%) Microsoft Azure
7 25 (73.53%) ServiceNow
7 25 (73.53%) Octopus Deploy
7 25 (73.53%) Google Cloud Platform
7 25 (73.53%) Microservices
7 25 (73.53%) Consul
7 25 (73.53%) IBM UrbanCode
7 25 (73.53%) Delphix
7 25 (73.53%) Rundeck
7 25 (73.53%) RedGate
7 25 (73.53%) Team Foundation Server
7 25 (73.53%) Customer Engagement
7 25 (73.53%) JIRA
7 25 (73.53%) Unix

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 5 (14.71%) Apache Spark
2 2 (5.88%) Apache Pig
2 2 (5.88%) Elasticsearch
Cloud Services
1 32 (94.12%) Amazon AWS
2 25 (73.53%) Google Cloud Platform
2 25 (73.53%) Microsoft Azure
3 4 (11.76%) Amazon EC2
3 4 (11.76%) Amazon EMR
3 4 (11.76%) Amazon S3
3 4 (11.76%) AWS CloudFormation
3 4 (11.76%) AWS Lambda
3 4 (11.76%) Serverless
4 3 (8.82%) GitHub
5 2 (5.88%) Amazon CloudWatch
5 2 (5.88%) AWS CodePipeline
5 2 (5.88%) AWS Elastic Beanstalk
5 2 (5.88%) Cloud Computing
5 2 (5.88%) Datadog
5 2 (5.88%) Sumo Logic
Communications & Networking
1 3 (8.82%) Firewall
Database & Business Intelligence
1 3 (8.82%) PostgreSQL
2 2 (5.88%) Amazon DynamoDB
2 2 (5.88%) Amazon RDS
2 2 (5.88%) Amazon Redshift
2 2 (5.88%) Apache Hive
2 2 (5.88%) Big Data
2 2 (5.88%) Hadoop
2 2 (5.88%) OpenTSDB
2 2 (5.88%) Parquet
3 1 (2.94%) Apache Cassandra
3 1 (2.94%) Informix
3 1 (2.94%) MongoDB
3 1 (2.94%) Oracle Database
3 1 (2.94%) SQL Server
Development Applications
1 30 (88.24%) Git (software)
1 30 (88.24%) Jenkins
2 29 (85.29%) GoCD
3 28 (82.35%) Subversion
4 27 (79.41%) Atlassian Bamboo
5 25 (73.53%) IBM UrbanCode
5 25 (73.53%) JIRA
5 25 (73.53%) Octopus Deploy
5 25 (73.53%) Team Foundation Server
6 5 (14.71%) GitLab
7 4 (11.76%) Artifactory
8 3 (8.82%) Maven
8 3 (8.82%) Sonatype Nexus
8 3 (8.82%) TeamCity
8 3 (8.82%) Vagrant
9 2 (5.88%) Bitbucket
9 2 (5.88%) Travis CI
Job Titles
1 25 (73.53%) Consultant
1 25 (73.53%) DevOps Consultant
1 25 (73.53%) Senior Consultant
1 25 (73.53%) Senior DevOps
1 25 (73.53%) Senior DevOps Consultant
2 3 (8.82%) Cloud Engineer
2 3 (8.82%) DevOps Engineer
2 3 (8.82%) Senior Cloud Engineer
3 2 (5.88%) AWS Engineer
3 2 (5.88%) Senior Software Engineer
3 2 (5.88%) Senior Web Engineer
3 2 (5.88%) Software Engineer
3 2 (5.88%) Web Engineer
4 1 (2.94%) Administrator
4 1 (2.94%) Cloud Software Engineer
4 1 (2.94%) DBA
4 1 (2.94%) Junior
4 1 (2.94%) Python Engineer
Libraries, Frameworks & Software Standards
1 3 (8.82%) Kafka
2 2 (5.88%) Apache Flex
2 2 (5.88%) Apache Thrift
2 2 (5.88%) Node.js
2 2 (5.88%) PostGIS
2 2 (5.88%) Protocol Buffers
2 2 (5.88%) Samza
3 1 (2.94%) NumPy
3 1 (2.94%) Pandas
Miscellaneous
1 3 (8.82%) Linux Command Line
2 2 (5.88%) Analytical Skills
2 2 (5.88%) Cloud Native
2 2 (5.88%) Data Centre
3 1 (2.94%) Computer Science
Operating Systems
1 32 (94.12%) Linux
2 25 (73.53%) Unix
2 25 (73.53%) Windows
3 3 (8.82%) Red Hat Enterprise Linux
Processes & Methodologies
1 31 (91.18%) Continuous Delivery
2 29 (85.29%) DevOps
3 28 (82.35%) Continuous Integration
4 27 (79.41%) Open Source
5 25 (73.53%) Customer Engagement
5 25 (73.53%) Microservices
6 4 (11.76%) Agile Software Development
7 3 (8.82%) ETL
7 3 (8.82%) Software Engineering
8 2 (5.88%) Analytics
8 2 (5.88%) Configuration Management
8 2 (5.88%) Continuous Deployment
8 2 (5.88%) Decision-Making
8 2 (5.88%) Low Latency
8 2 (5.88%) OO
8 2 (5.88%) Problem-Solving
8 2 (5.88%) Security Patching
8 2 (5.88%) Systems Analysis
8 2 (5.88%) Task Automation
8 2 (5.88%) Test Automation
Programming Languages
1 8 (23.53%) Python
2 4 (11.76%) Java
2 4 (11.76%) Ruby
2 4 (11.76%) SQL
3 3 (8.82%) Scala
4 2 (5.88%) Bash Shell
4 2 (5.88%) C#
4 2 (5.88%) Go
4 2 (5.88%) JavaScript
Qualifications
1 1 (2.94%) Computer Science Degree
1 1 (2.94%) Degree
System Software
1 5 (14.71%) Docker
2 2 (5.88%) HDFS
Systems Management
1 32 (94.12%) Ansible
2 30 (88.24%) Terraform
3 27 (79.41%) Opscode Chef
3 27 (79.41%) Puppet
4 25 (73.53%) Consul
4 25 (73.53%) Rundeck
5 3 (8.82%) Kubernetes
5 3 (8.82%) Packer
5 3 (8.82%) Prometheus
6 2 (5.88%) Grafana
6 2 (5.88%) Kibana
6 2 (5.88%) logstash
6 2 (5.88%) Mesos
6 2 (5.88%) Oozie
6 2 (5.88%) Sysdig
Vendors
1 27 (79.41%) Splunk
2 25 (73.53%) Delphix
2 25 (73.53%) RedGate
2 25 (73.53%) ServiceNow
3 3 (8.82%) VMware
4 1 (2.94%) Oracle
4 1 (2.94%) PagerDuty
4 1 (2.94%) Talend