Period
to 21 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 January 2019 with a comparison to the same period in the previous 2 years.

Elasticsearch
Cambridgeshire > Cambridge
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 120 108 109
Rank change year-on-year -12 +1 +37
Permanent jobs citing Elasticsearch 22 73 35
As % of all permanent IT jobs advertised in Cambridge 1.06% 2.35% 1.59%
As % of the Application Platforms category 8.27% 29.67% 11.82%
Number of salaries quoted 22 70 34
Cambridge median annual salary £70,000 £45,000 £50,000
Median salary % change year-on-year +55.56% -10.00% +11.11%
10th Percentile £42,500 £37,500 £42,500
90th Percentile £90,000 £71,250 £62,500
Cambridgeshire median annual salary £70,000 £45,000 £50,000
% change year-on-year +55.56% -10.00% +11.11%

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 Cambridge with a requirement for application platform skills.

All Application Platform Skills
Cambridge
Permanent vacancies with a requirement for application platform skills 266 246 296
As % of all permanent IT jobs advertised in Cambridge 12.81% 7.90% 13.43%
Number of salaries quoted 201 167 253
Cambridge median annual salary £45,139 £45,000 £45,000
Median salary % change year-on-year +0.31% - +2.51%
10th Percentile £26,250 £26,250 £26,500
90th Percentile £70,000 £71,250 £67,500
Cambridgeshire median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +11.25%

Elasticsearch
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Elasticsearch in Cambridge

Elasticsearch
Salary Trend in Cambridge

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

Salary trend for Elasticsearch in Cambridge

Elasticsearch
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Elasticsearch in Cambridge over the 6 months to 21 January 2019.

Salary histogram for Elasticsearch in Cambridge

For the 6 months to 21 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 Cambridge region with a requirement for Elasticsearch.

1 19 (86.36%) Python
2 16 (72.73%) Linux
3 14 (63.64%) C++
3 14 (63.64%) SQL
3 14 (63.64%) Software Engineering
4 11 (50.00%) JavaScript
5 10 (45.45%) C
5 10 (45.45%) TCP/IP
5 10 (45.45%) Multithreading
5 10 (45.45%) Apache Cassandra
6 8 (36.36%) Docker
6 8 (36.36%) Amazon AWS
7 7 (31.82%) Java
8 6 (27.27%) Artificial Intelligence
9 5 (22.73%) Git (software)
9 5 (22.73%) Microsoft Azure
9 5 (22.73%) OOP
9 5 (22.73%) Machine Learning
10 4 (18.18%) MongoDB
10 4 (18.18%) DevOps
10 4 (18.18%) Data Structures
10 4 (18.18%) Terraform
10 4 (18.18%) Kubernetes
10 4 (18.18%) Agile Software Development
10 4 (18.18%) TDD
10 4 (18.18%) PostgreSQL
10 4 (18.18%) HBase
10 4 (18.18%) NoSQL
10 4 (18.18%) Cloud Computing
10 4 (18.18%) JSON

Elasticsearch
Co-occurring IT Skills in Cambridge 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 (13.64%) nginx
2 1 (4.55%) Apache
2 1 (4.55%) Apache Airflow
2 1 (4.55%) Apache Spark
2 1 (4.55%) Drupal
2 1 (4.55%) Jupyter
Cloud Services
1 8 (36.36%) Amazon AWS
2 5 (22.73%) Microsoft Azure
3 4 (18.18%) Cloud Computing
4 1 (4.55%) Google Cloud Platform
4 1 (4.55%) Loggly
Communications & Networking
1 10 (45.45%) TCP/IP
Database & Business Intelligence
1 10 (45.45%) Apache Cassandra
2 4 (18.18%) HBase
2 4 (18.18%) MongoDB
2 4 (18.18%) NoSQL
2 4 (18.18%) PostgreSQL
3 3 (13.64%) Neo4j
4 1 (4.55%) Big Data
4 1 (4.55%) BigQuery
4 1 (4.55%) Data Warehouse
4 1 (4.55%) Redis
Development Applications
1 5 (22.73%) Git (software)
2 2 (9.09%) Jenkins
2 2 (9.09%) Selenium
3 1 (4.55%) PHPUnit
3 1 (4.55%) Travis CI
3 1 (4.55%) WebDriver
General
1 3 (13.64%) Finance
2 1 (4.55%) Publishing
Job Titles
1 14 (63.64%) Software Engineer
2 9 (40.91%) Python Engineer
2 9 (40.91%) Python Software Engineer
3 7 (31.82%) C Software Engineer
3 7 (31.82%) C/C++ Software Engineer
3 7 (31.82%) C++ Software Engineer
4 6 (27.27%) Applications Engineer
4 6 (27.27%) Real Time Engineer
4 6 (27.27%) Real Time Software Engineer
5 5 (22.73%) Senior Software Engineer
6 4 (18.18%) JavaScript Engineer
6 4 (18.18%) Senior C Software Engineer
6 4 (18.18%) Senior C++ Software Engineer
7 3 (13.64%) Developer
7 3 (13.64%) DevOps Engineer
7 3 (13.64%) Java Developer
8 1 (4.55%) Java Engineer
8 1 (4.55%) Java Software Engineer
8 1 (4.55%) Software Test Engineer
8 1 (4.55%) Test Engineer
Libraries, Frameworks & Software Standards
1 4 (18.18%) JSON
2 3 (13.64%) RESTful
3 1 (4.55%) Apache Beam
3 1 (4.55%) Apache NiFi
3 1 (4.55%) Behat
3 1 (4.55%) Django
3 1 (4.55%) Keras
3 1 (4.55%) Lucene
3 1 (4.55%) Node.js
3 1 (4.55%) pytest
3 1 (4.55%) Ruby on Rails
3 1 (4.55%) Symfony
3 1 (4.55%) TensorFlow
3 1 (4.55%) Web Services
Miscellaneous
1 4 (18.18%) Data Structures
Operating Systems
1 16 (72.73%) Linux
2 2 (9.09%) CoreOS
2 2 (9.09%) Ubuntu
Processes & Methodologies
1 14 (63.64%) Software Engineering
2 10 (45.45%) Multithreading
3 6 (27.27%) Artificial Intelligence
4 5 (22.73%) Machine Learning
4 5 (22.73%) OOP
5 4 (18.18%) Agile Software Development
5 4 (18.18%) DevOps
5 4 (18.18%) TDD
6 3 (13.64%) Configuration Management
6 3 (13.64%) OO
7 2 (9.09%) Continuous Integration
7 2 (9.09%) Reinforcement Learning
8 1 (4.55%) Analytics
8 1 (4.55%) Big Data Analytics
8 1 (4.55%) Continuous Delivery
8 1 (4.55%) Continuous Improvement
8 1 (4.55%) Data Analytics
8 1 (4.55%) Data Engineering
8 1 (4.55%) Data Science
8 1 (4.55%) Manual Testing
Programming Languages
1 19 (86.36%) Python
2 14 (63.64%) C++
2 14 (63.64%) SQL
3 11 (50.00%) JavaScript
4 10 (45.45%) C
5 7 (31.82%) Java
6 3 (13.64%) Kotlin
7 1 (4.55%) C#
7 1 (4.55%) PHP
7 1 (4.55%) Ruby
System Software
1 8 (36.36%) Docker
2 3 (13.64%) Virtual Machines
Systems Management
1 4 (18.18%) Kubernetes
1 4 (18.18%) Terraform
2 2 (9.09%) Opscode Chef
2 2 (9.09%) Puppet
Vendors
1 1 (4.55%) Google
1 1 (4.55%) New Relic
1 1 (4.55%) SaltStack