Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Elasticsearch
UK > Scotland
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 186 217 188
Rank change year-on-year +31 -29 +50
Permanent jobs citing Elasticsearch 38 15 10
As % of all permanent IT jobs advertised in Scotland 0.75% 0.27% 0.21%
As % of the Application Platforms category 4.86% 1.61% 1.39%
Number of salaries quoted 18 6 7
Scotland median annual salary £55,625 £42,500 £45,000
Median salary % change year-on-year +30.88% -5.56% -7.69%
10th Percentile £32,500 £33,625 £32,300
90th Percentile £69,750 £66,250 £55,000
UK median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

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 782 931 721
As % of all permanent IT jobs advertised in Scotland 15.36% 16.82% 15.37%
Number of salaries quoted 480 596 475
Scotland median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +7.14%
10th Percentile £30,000 £31,250 £26,350
90th Percentile £69,775 £65,000 £62,500
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 18 January 2019.

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 18 January 2019. 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 +17 27 £60,000 - 6
Glasgow +18 9 £46,750 +16.88% 2
West Lothian -19 1 - -
Dundee - 1 - -
Elasticsearch
UK

For the 6 months to 18 January 2019, 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 (68.42%) Java
2 25 (65.79%) JavaScript
2 25 (65.79%) Amazon AWS
3 24 (63.16%) Python
3 24 (63.16%) Agile Software Development
4 21 (55.26%) AngularJS
5 20 (52.63%) React
5 20 (52.63%) SaaS
6 17 (44.74%) Scrum
6 17 (44.74%) OO
7 16 (42.11%) PHP
7 16 (42.11%) Retail
8 15 (39.47%) Symfony
8 15 (39.47%) Greenfield Project
9 11 (28.95%) Software Engineering
10 10 (26.32%) C#
11 9 (23.68%) Front End Development
12 7 (18.42%) HTML
12 7 (18.42%) MySQL
12 7 (18.42%) SQL
12 7 (18.42%) CSS
12 7 (18.42%) Data Centre
12 7 (18.42%) Continuous Delivery
13 6 (15.79%) Mentoring
13 6 (15.79%) SQL Server
13 6 (15.79%) Ruby
14 5 (13.16%) Hadoop
14 5 (13.16%) Amazon S3
14 5 (13.16%) Finance
14 5 (13.16%) Amazon Redshift

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 5 (13.16%) Apache Spark
2 2 (5.26%) WebSphere
3 1 (2.63%) Apache Solr
3 1 (2.63%) CMS
3 1 (2.63%) IIS
3 1 (2.63%) nginx
3 1 (2.63%) Umbraco
3 1 (2.63%) WordPress
Business Applications
1 1 (2.63%) Magento
Cloud Services
1 25 (65.79%) Amazon AWS
2 20 (52.63%) SaaS
3 5 (13.16%) Amazon S3
3 5 (13.16%) AWS Lambda
3 5 (13.16%) Serverless
4 3 (7.89%) Amazon Kinesis
5 2 (5.26%) Amazon EC2
5 2 (5.26%) Amazon EMR
5 2 (5.26%) AWS CloudFormation
5 2 (5.26%) Cloud Computing
5 2 (5.26%) OpenShift
6 1 (2.63%) GitHub
6 1 (2.63%) Google Play
6 1 (2.63%) Microsoft Azure
Communications & Networking
1 2 (5.26%) DNS
1 2 (5.26%) HTTP
1 2 (5.26%) Internet
1 2 (5.26%) TCP/IP
Database & Business Intelligence
1 7 (18.42%) MySQL
2 6 (15.79%) SQL Server
3 5 (13.16%) Amazon Redshift
3 5 (13.16%) Hadoop
4 4 (10.53%) PostgreSQL
5 3 (7.89%) Big Data
5 3 (7.89%) NoSQL
6 2 (5.26%) Amazon DynamoDB
6 2 (5.26%) OpenTSDB
6 2 (5.26%) Parquet
7 1 (2.63%) Microsoft Analysis Services
7 1 (2.63%) MongoDB
7 1 (2.63%) Oracle Database
7 1 (2.63%) Oracle Database 11g
7 1 (2.63%) Oracle Database 12c
7 1 (2.63%) Power BI
7 1 (2.63%) Redis
7 1 (2.63%) SQL Server Analysis Services
7 1 (2.63%) SQL Server Integration Services
7 1 (2.63%) SQL Server Reporting Services
Development Applications
1 3 (7.89%) Git (software)
2 2 (5.26%) Eclipse
2 2 (5.26%) Gradle
2 2 (5.26%) Jenkins
General
1 16 (42.11%) Retail
2 5 (13.16%) Finance
3 1 (2.63%) Games
Job Titles
1 23 (60.53%) Developer
2 15 (39.47%) Full Stack Developer
3 8 (21.05%) Senior Software Engineer
3 8 (21.05%) Software Engineer
4 4 (10.53%) Java Engineer
4 4 (10.53%) Senior Java Engineer
5 3 (7.89%) Cloud Engineer
5 3 (7.89%) Java Developer
5 3 (7.89%) Java Software Engineer
5 3 (7.89%) Operations Team Leader
5 3 (7.89%) Principal Engineer
5 3 (7.89%) Principal Software Engineer
5 3 (7.89%) Senior Java Software Engineer
5 3 (7.89%) Team Leader
6 2 (5.26%) .NET Developer
6 2 (5.26%) CloudOps Engineer
6 2 (5.26%) Senior Developer
6 2 (5.26%) Senior Web Engineer
6 2 (5.26%) Web Developer
6 2 (5.26%) Web Engineer
Libraries, Frameworks & Software Standards
1 21 (55.26%) AngularJS
2 20 (52.63%) React
3 15 (39.47%) Symfony
4 7 (18.42%) CSS
4 7 (18.42%) HTML
5 4 (10.53%) HTML5
5 4 (10.53%) RabbitMQ
5 4 (10.53%) Ruby on Rails
6 3 (7.89%) .NET
6 3 (7.89%) ASP.NET
6 3 (7.89%) Backbone.js
6 3 (7.89%) CSS3
6 3 (7.89%) RESTful
6 3 (7.89%) Spring
6 3 (7.89%) Vue.js
7 2 (5.26%) Apache Thrift
7 2 (5.26%) Elastic Stack
7 2 (5.26%) Samza
7 2 (5.26%) Spring Boot
7 2 (5.26%) Zuul
Miscellaneous
1 15 (39.47%) Greenfield Project
2 7 (18.42%) Data Centre
3 3 (7.89%) Private Cloud
4 2 (5.26%) Analytical Skills
4 2 (5.26%) Cloud Native
4 2 (5.26%) Self-Motivation
5 1 (2.63%) iPhone
5 1 (2.63%) Management Information System
5 1 (2.63%) Mobile App
5 1 (2.63%) Smartphone
5 1 (2.63%) User Experience
Operating Systems
1 4 (10.53%) Android
2 3 (7.89%) Apple iOS
2 3 (7.89%) SmartOS
3 2 (5.26%) Linux
4 1 (2.63%) AIX
4 1 (2.63%) Solaris
Processes & Methodologies
1 24 (63.16%) Agile Software Development
2 17 (44.74%) OO
2 17 (44.74%) Scrum
3 11 (28.95%) Software Engineering
4 9 (23.68%) Front End Development
5 7 (18.42%) Continuous Delivery
6 6 (15.79%) Mentoring
7 5 (13.16%) Decision-Making
7 5 (13.16%) Microservices
8 4 (10.53%) User Acceptance Testing
9 3 (7.89%) Analytics
9 3 (7.89%) Android Development
9 3 (7.89%) Coaching
9 3 (7.89%) Data-Driven Decision Making
9 3 (7.89%) iOS Development
9 3 (7.89%) Machine Learning
9 3 (7.89%) Mobile Development
9 3 (7.89%) Open Source
9 3 (7.89%) Project Management
9 3 (7.89%) Tech Ops
Programming Languages
1 26 (68.42%) Java
2 25 (65.79%) JavaScript
3 24 (63.16%) Python
4 16 (42.11%) PHP
5 10 (26.32%) C#
6 7 (18.42%) SQL
7 6 (15.79%) Ruby
8 1 (2.63%) Kotlin
Quality Assurance & Compliance
1 2 (5.26%) QA
1 2 (5.26%) SLA
System Software
1 5 (13.16%) Docker
2 2 (5.26%) HDFS
Systems Management
1 3 (7.89%) Puppet
2 2 (5.26%) Ansible
2 2 (5.26%) Kibana
2 2 (5.26%) Kubernetes
2 2 (5.26%) logstash
2 2 (5.26%) Mesos
3 1 (2.63%) Enterprise Manager Cloud Control
3 1 (2.63%) Oracle Flashback
3 1 (2.63%) Oracle RMAN
Vendors
1 3 (7.89%) Oracle
2 1 (2.63%) Google
2 1 (2.63%) Microsoft