Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Elasticsearch skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Elasticsearch over the 6 months to 21 November 2018 with a comparison to the same period in the previous 2 years.

Elasticsearch
UK > Scotland
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 193 223 210
Rank change year-on-year +30 -13 +36
Permanent jobs citing Elasticsearch 37 12 7
As % of all permanent IT jobs advertised in Scotland 0.69% 0.21% 0.14%
As % of the Application Platforms category 4.56% 1.31% 0.83%
Number of salaries quoted 20 7 4
Scotland median annual salary £51,250 £50,000 £49,625
Median salary % change year-on-year +2.50% +0.76% +1.79%
10th Percentile £32,500 £34,600 £37,263
90th Percentile £67,500 £65,000 £55,000
UK median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% -

Elasticsearch is in the Application Platforms 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 application platform skills.

All Application Platform Skills
Scotland
Permanent vacancies with a requirement for application platform skills 812 915 842
As % of all permanent IT jobs advertised in Scotland 15.08% 16.13% 16.28%
Number of salaries quoted 499 537 541
Scotland median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +7.14%
10th Percentile £28,744 £30,000 £26,250
90th Percentile £68,750 £66,750 £63,750
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Elasticsearch
Job Vacancy Trend in Scotland

Job postings citing Elasticsearch as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Elasticsearch in Scotland

Elasticsearch
Salary Trend in Scotland

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

Salary trend for Elasticsearch in Scotland

Elasticsearch
Salary Histogram in Scotland

The salary distribution of IT jobs citing Elasticsearch in Scotland over the 6 months to 21 November 2018.

Salary histogram for Elasticsearch in Scotland

Elasticsearch
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Elasticsearch within the Scotland region over the 6 months to 21 November 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
Edinburgh +22 31 £52,500 -12.50% 9
Glasgow -1 4 £36,000 -10.00% 1
West Dunbartonshire - 1 £43,500 -
Dundee - 1 - -
Elasticsearch
UK

For the 6 months to 21 November 2018, IT jobs citing Elasticsearch 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 Elasticsearch.

1 26 (70.27%) Java
2 23 (62.16%) JavaScript
3 18 (48.65%) Agile Software Development
3 18 (48.65%) Amazon AWS
4 16 (43.24%) Python
5 14 (37.84%) SaaS
5 14 (37.84%) AngularJS
5 14 (37.84%) React
6 12 (32.43%) OO
6 12 (32.43%) PHP
7 11 (29.73%) Finance
7 11 (29.73%) Scrum
8 10 (27.03%) SQL
8 10 (27.03%) HTML
8 10 (27.03%) CSS
8 10 (27.03%) Symfony
8 10 (27.03%) Front End Development
9 9 (24.32%) Greenfield Project
9 9 (24.32%) Retail
9 9 (24.32%) Software Engineering
10 8 (21.62%) Spring
11 7 (18.92%) Ruby
12 6 (16.22%) Smartphone
12 6 (16.22%) REST
12 6 (16.22%) SOAP
12 6 (16.22%) Web Services
12 6 (16.22%) MySQL
12 6 (16.22%) Case Management
12 6 (16.22%) Kotlin
12 6 (16.22%) Jenkins

Elasticsearch
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 3 (8.11%) Apache Spark
2 2 (5.41%) Confluence
2 2 (5.41%) WebSphere
3 1 (2.70%) Apache Solr
3 1 (2.70%) CMS
3 1 (2.70%) nginx
3 1 (2.70%) Umbraco
3 1 (2.70%) WordPress
Business Applications
1 1 (2.70%) Magento
Cloud Services
1 18 (48.65%) Amazon AWS
2 14 (37.84%) SaaS
3 5 (13.51%) Amazon S3
3 5 (13.51%) AWS Lambda
3 5 (13.51%) Serverless
4 3 (8.11%) Amazon Kinesis
4 3 (8.11%) Google Cloud Platform
5 2 (5.41%) Amazon EC2
5 2 (5.41%) Amazon EMR
5 2 (5.41%) AWS CloudFormation
5 2 (5.41%) Cloud Computing
5 2 (5.41%) OpenShift
6 1 (2.70%) Amazon SQS
6 1 (2.70%) CloudFront
6 1 (2.70%) GitHub
Database & Business Intelligence
1 6 (16.22%) MySQL
2 5 (13.51%) Amazon Redshift
3 3 (8.11%) Hadoop
4 2 (5.41%) Amazon DynamoDB
4 2 (5.41%) OpenTSDB
4 2 (5.41%) Parquet
4 2 (5.41%) PostgreSQL
4 2 (5.41%) SQL Server
5 1 (2.70%) Data Mart
5 1 (2.70%) Data Warehouse
5 1 (2.70%) Microsoft Analysis Services
5 1 (2.70%) Oracle Database
5 1 (2.70%) Oracle Database 10g
5 1 (2.70%) Oracle Database 11g
5 1 (2.70%) Oracle Database 12c
5 1 (2.70%) Power BI
5 1 (2.70%) Relational Database
5 1 (2.70%) SQL Server Analysis Services
5 1 (2.70%) SQL Server Integration Services
5 1 (2.70%) SQL Server Reporting Services
Development Applications
1 6 (16.22%) Jenkins
2 5 (13.51%) Git (software)
3 2 (5.41%) Eclipse
3 2 (5.41%) Gradle
3 2 (5.41%) JIRA
4 1 (2.70%) GitLab
4 1 (2.70%) Travis CI
General
1 11 (29.73%) Finance
2 9 (24.32%) Retail
Job Titles
1 24 (64.86%) Developer
2 12 (32.43%) Full Stack Developer
3 8 (21.62%) Java Developer
3 8 (21.62%) Senior Developer
4 7 (18.92%) Java Engineer
4 7 (18.92%) Senior Java Engineer
5 6 (16.22%) Java Programmer
5 6 (16.22%) Programmer
5 6 (16.22%) Senior Java Developer
5 6 (16.22%) Senior Java Programmer
5 6 (16.22%) Senior Programmer
6 4 (10.81%) Senior Software Engineer
6 4 (10.81%) Software Engineer
7 3 (8.11%) Operations Team Leader
7 3 (8.11%) Team Leader
8 2 (5.41%) PHP Developer
8 2 (5.41%) Senior Full Stack Developer
8 2 (5.41%) Senior Web Engineer
8 2 (5.41%) Web Engineer
9 1 (2.70%) Software QA Engineer
Libraries, Frameworks & Software Standards
1 14 (37.84%) AngularJS
1 14 (37.84%) React
2 10 (27.03%) CSS
2 10 (27.03%) HTML
2 10 (27.03%) Symfony
3 8 (21.62%) Spring
4 6 (16.22%) REST
4 6 (16.22%) SOAP
4 6 (16.22%) Web Services
5 5 (13.51%) Ruby on Rails
6 4 (10.81%) RabbitMQ
7 3 (8.11%) HTML5
7 3 (8.11%) Node.js
7 3 (8.11%) RESTful
8 2 (5.41%) Apache Thrift
8 2 (5.41%) CSS3
8 2 (5.41%) Express
8 2 (5.41%) Protocol Buffers
8 2 (5.41%) Twitter Bootstrap
8 2 (5.41%) XML
Miscellaneous
1 9 (24.32%) Greenfield Project
2 6 (16.22%) Smartphone
3 5 (13.51%) Data Centre
4 4 (10.81%) Private Cloud
5 3 (8.11%) Analytical Skills
6 2 (5.41%) Cloud Native
6 2 (5.41%) FMCG
7 1 (2.70%) Computer Science
7 1 (2.70%) Linux Command Line
7 1 (2.70%) Management Information System
7 1 (2.70%) Replication
7 1 (2.70%) User Experience
Operating Systems
1 5 (13.51%) Linux
2 3 (8.11%) SmartOS
3 1 (2.70%) AIX
3 1 (2.70%) Android
3 1 (2.70%) Apple iOS
3 1 (2.70%) Solaris
3 1 (2.70%) Ubuntu
3 1 (2.70%) Unix
Processes & Methodologies
1 18 (48.65%) Agile Software Development
2 12 (32.43%) OO
3 11 (29.73%) Scrum
4 10 (27.03%) Front End Development
5 9 (24.32%) Software Engineering
6 6 (16.22%) Case Management
7 5 (13.51%) Analytics
7 5 (13.51%) Continuous Delivery
8 4 (10.81%) Business Intelligence
8 4 (10.81%) Data Analytics
8 4 (10.81%) Decision-Making
8 4 (10.81%) Mentoring
8 4 (10.81%) TDD
9 3 (8.11%) Coaching
9 3 (8.11%) Continuous Deployment
9 3 (8.11%) DevOps
9 3 (8.11%) Microservices
9 3 (8.11%) Open Source
9 3 (8.11%) Project Management
9 3 (8.11%) Tech Ops
Programming Languages
1 26 (70.27%) Java
2 23 (62.16%) JavaScript
3 16 (43.24%) Python
4 12 (32.43%) PHP
5 10 (27.03%) SQL
6 7 (18.92%) Ruby
7 6 (16.22%) Kotlin
8 5 (13.51%) C#
Qualifications
1 1 (2.70%) Computer Science Degree
1 1 (2.70%) Degree
Quality Assurance & Compliance
1 1 (2.70%) QA
System Software
1 6 (16.22%) Docker
2 2 (5.41%) HDFS
3 1 (2.70%) Virtual Machines
Systems Management
1 4 (10.81%) Kubernetes
1 4 (10.81%) Puppet
2 3 (8.11%) Ansible
2 3 (8.11%) Kibana
3 2 (5.41%) logstash
3 2 (5.41%) Mesos
4 1 (2.70%) Enterprise Manager Cloud Control
4 1 (2.70%) Grafana
4 1 (2.70%) Nagios
4 1 (2.70%) Oracle Flashback
4 1 (2.70%) Oracle RMAN
4 1 (2.70%) Terraform
Vendors
1 3 (8.11%) Google
1 3 (8.11%) Oracle
2 1 (2.70%) Apple
2 1 (2.70%) IBM
2 1 (2.70%) Microsoft
2 1 (2.70%) Samsung