Period
to 16 February 2020

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 16 February 2020 with a comparison to the same period in the previous 2 years.

Elasticsearch
UK > Scotland
6 months to
16 Feb 2020
Same period 2019 Same period 2018
Rank 126 187 206
Rank change year-on-year +61 +19 -21
Permanent jobs citing Elasticsearch 64 38 29
As % of all permanent IT jobs advertised in Scotland 1.58% 0.74% 0.51%
As % of the Application Platforms category 11.11% 4.87% 3.02%
Number of salaries quoted 52 20 10
Scotland median annual salary £52,500 £55,625 £53,750
Median salary % change year-on-year -5.62% +3.49% +7.50%
10th Percentile £38,750 £33,850 £37,525
90th Percentile £72,500 £69,375 £72,875
UK median annual salary £57,500 £60,000 £57,500
% change year-on-year -4.17% +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 576 781 960
As % of all permanent IT jobs advertised in Scotland 14.22% 15.13% 16.82%
Number of salaries quoted 356 484 623
Scotland median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - -
10th Percentile £27,500 £29,500 £31,250
90th Percentile £66,250 £68,750 £68,600
UK median annual salary £50,000 £50,000 £47,500
% 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 16 February 2020.

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 16 February 2020. 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
Glasgow +44 33 £42,500 -9.57% 4
Edinburgh +15 28 £60,000 - 4
Stirling - 2 - -
West Lothian +24 1 - - 1
Elasticsearch
UK

For the 6 months to 16 February 2020, 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 46 (71.88%) JavaScript
2 35 (54.69%) Docker
2 35 (54.69%) Kubernetes
3 26 (40.63%) AWS
4 22 (34.38%) Games
4 22 (34.38%) HTML
4 22 (34.38%) E-Commerce
5 21 (32.81%) Python
5 21 (32.81%) CSS
5 21 (32.81%) Agile Software Development
5 21 (32.81%) Node.js
5 21 (32.81%) Kibana
6 20 (31.25%) MySQL
7 19 (29.69%) PHP
7 19 (29.69%) PaaS
7 19 (29.69%) Magento
8 17 (26.56%) Elastic Stack
8 17 (26.56%) Big Data
8 17 (26.56%) Java
8 17 (26.56%) Google
9 16 (25.00%) Computer Science
10 15 (23.44%) Azure
10 15 (23.44%) React
11 14 (21.88%) logstash
11 14 (21.88%) Web Services
12 13 (20.31%) Amazon S3
12 13 (20.31%) Kafka
12 13 (20.31%) Amazon DynamoDB
12 13 (20.31%) Splunk
12 13 (20.31%) GCP

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 7 (10.94%) Tomcat
2 6 (9.38%) Apache
2 6 (9.38%) WebLogic
3 5 (7.81%) nginx
4 4 (6.25%) Apache Spark
5 2 (3.13%) WebSphere
6 1 (1.56%) Cloud Foundry
Applications
1 6 (9.38%) Chatbot
Business Applications
1 19 (29.69%) Magento
Cloud Services
1 26 (40.63%) AWS
2 19 (29.69%) PaaS
3 15 (23.44%) Azure
4 13 (20.31%) Amazon CloudWatch
4 13 (20.31%) Amazon ECS
4 13 (20.31%) Amazon Kinesis
4 13 (20.31%) Amazon S3
4 13 (20.31%) AWS Lambda
4 13 (20.31%) GCP
4 13 (20.31%) Serverless
5 10 (15.63%) Cloud Computing
6 8 (12.50%) OpenShift
7 7 (10.94%) SaaS
8 6 (9.38%) IaaS
9 5 (7.81%) AWS CloudFormation
10 1 (1.56%) Google Play
Communications & Networking
1 6 (9.38%) DNS
1 6 (9.38%) Firewall
Database & Business Intelligence
1 20 (31.25%) MySQL
2 17 (26.56%) Big Data
3 13 (20.31%) Amazon Athena
3 13 (20.31%) Amazon DynamoDB
4 10 (15.63%) Hadoop
5 9 (14.06%) Relational Database
6 7 (10.94%) RDBMS
7 5 (7.81%) NoSQL
8 3 (4.69%) MongoDB
9 2 (3.13%) Redis
9 2 (3.13%) SQL Server
10 1 (1.56%) Apache Cassandra
10 1 (1.56%) Data Warehouse
10 1 (1.56%) Flink
10 1 (1.56%) PostgreSQL
Development Applications
1 7 (10.94%) Cucumber
2 6 (9.38%) Git (software)
3 5 (7.81%) Jenkins
3 5 (7.81%) webpack
4 3 (4.69%) Eclipse
4 3 (4.69%) Gradle
5 2 (3.13%) Flyway
5 2 (3.13%) JIRA
6 1 (1.56%) Ant
General
1 22 (34.38%) Games
2 9 (14.06%) Finance
3 4 (6.25%) Telecoms
Job Titles
1 31 (48.44%) Developer
2 19 (29.69%) Magento Developer
3 8 (12.50%) Consultant
4 7 (10.94%) Senior Consultant
5 6 (9.38%) Architect
5 6 (9.38%) Cloud Architect
6 5 (7.81%) .NET Developer
7 4 (6.25%) Data Engineer
7 4 (6.25%) Data Scientist
7 4 (6.25%) Front End Developer (Client-Side Developer)
7 4 (6.25%) Senior Developer
7 4 (6.25%) Software Engineer
8 3 (4.69%) Big Data Engineer
8 3 (4.69%) Java Developer
8 3 (4.69%) Senior Software Engineer
9 2 (3.13%) Full Stack Developer
9 2 (3.13%) JavaScript Developer
9 2 (3.13%) Senior Java Developer
9 2 (3.13%) Senior Magento Developer
10 1 (1.56%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 22 (34.38%) HTML
2 21 (32.81%) CSS
2 21 (32.81%) Node.js
3 17 (26.56%) Elastic Stack
4 15 (23.44%) React
5 14 (21.88%) Web Services
6 13 (20.31%) Kafka
7 8 (12.50%) HTML5
7 8 (12.50%) JSON
8 7 (10.94%) AngularJS
8 7 (10.94%) CSS3
9 6 (9.38%) .NET
9 6 (9.38%) Middleware
10 5 (7.81%) ASP.NET
10 5 (7.81%) Gherkin
10 5 (7.81%) REST
10 5 (7.81%) Spring
11 4 (6.25%) ASP.NET MVC
12 3 (4.69%) ASP.NET Web API
12 3 (4.69%) RabbitMQ
Miscellaneous
1 6 (9.38%) Cloud Native
1 6 (9.38%) Public Cloud
1 6 (9.38%) Self-Motivation
2 4 (6.25%) Algorithms
3 3 (4.69%) Greenfield Project
3 3 (4.69%) User Experience
4 1 (1.56%) Analytical Mindset
4 1 (1.56%) Analytical Skills
4 1 (1.56%) Data Centre
4 1 (1.56%) iPhone
4 1 (1.56%) Mobile App
Operating Systems
1 6 (9.38%) Linux
2 3 (4.69%) Unix
3 1 (1.56%) Android
Processes & Methodologies
1 22 (34.38%) E-Commerce
2 21 (32.81%) Agile Software Development
3 16 (25.00%) Computer Science
4 12 (18.75%) Analytics
5 11 (17.19%) TDD
6 9 (14.06%) Problem-Solving
7 7 (10.94%) Data Visualisation
7 7 (10.94%) Migration
7 7 (10.94%) Visualisation
8 6 (9.38%) Conversational UI
8 6 (9.38%) Critical Thinking
8 6 (9.38%) Decision-Making
8 6 (9.38%) DevOps
8 6 (9.38%) Project Delivery
8 6 (9.38%) Scaled Agile Framework
9 5 (7.81%) Continuous Integration
9 5 (7.81%) Data Analysis
9 5 (7.81%) Infrastructure as Code
9 5 (7.81%) Software Engineering
10 4 (6.25%) Statistics
Programming Languages
1 46 (71.88%) JavaScript
2 21 (32.81%) Python
3 19 (29.69%) PHP
4 17 (26.56%) Java
5 8 (12.50%) ES6
6 6 (9.38%) Go
6 6 (9.38%) SQL
7 4 (6.25%) C#
7 4 (6.25%) R
7 4 (6.25%) Scala
7 4 (6.25%) Shell Script
8 3 (4.69%) T-SQL
9 1 (1.56%) Elixir
9 1 (1.56%) Groovy
9 1 (1.56%) Perl
9 1 (1.56%) Ruby
Qualifications
1 3 (4.69%) Computer Science Degree
1 3 (4.69%) Degree
Quality Assurance & Compliance
1 6 (9.38%) QA
System Software
1 35 (54.69%) Docker
2 8 (12.50%) HDFS
Systems Management
1 35 (54.69%) Kubernetes
2 21 (32.81%) Kibana
3 14 (21.88%) logstash
4 5 (7.81%) Rancher
4 5 (7.81%) Terraform
5 1 (1.56%) Puppet
Vendors
1 17 (26.56%) Google
2 13 (20.31%) Splunk
3 3 (4.69%) Oracle
4 2 (3.13%) Perforce
5 1 (1.56%) AppDynamics