Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 6 months to 12 December 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Cambridgeshire > Cambridge
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 90 98 116
Rank change year-on-year +8 +18 -11
Permanent jobs citing MongoDB 51 83 33
As % of all permanent IT jobs advertised in Cambridge 2.53% 2.59% 1.43%
As % of the Database & Business Intelligence category 8.70% 11.34% 5.66%
Number of salaries quoted 49 78 19
Cambridge median annual salary £65,000 £45,000 £50,000
Median salary % change year-on-year +44.44% -10.00% +11.11%
10th Percentile £37,500 £37,500 £31,800
90th Percentile £82,500 £62,500 £61,500
Cambridgeshire median annual salary £57,500 £47,500 £45,000
% change year-on-year +21.05% +5.56% -5.26%

MongoDB is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridge
Permanent vacancies with a requirement for database or business intelligence skills 586 732 583
As % of all permanent IT jobs advertised in Cambridge 29.11% 22.88% 25.29%
Number of salaries quoted 450 572 484
Cambridge median annual salary £50,000 £46,902 £45,000
Median salary % change year-on-year +6.61% +4.23% +8.43%
10th Percentile £32,475 £31,250 £27,500
90th Percentile £82,500 £67,250 £63,750
Cambridgeshire median annual salary £49,352 £45,000 £42,500
% change year-on-year +9.67% +5.88% +3.66%

MongoDB
Job Vacancy Trend in Cambridge

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

Job vacancy trend for MongoDB in Cambridge

MongoDB
Salary Trend in Cambridge

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

Salary trend for MongoDB in Cambridge

MongoDB
Salary Histogram in Cambridge

The salary distribution of IT jobs citing MongoDB in Cambridge over the 6 months to 12 December 2018.

Salary histogram for MongoDB in Cambridge

For the 6 months to 12 December 2018, IT jobs citing MongoDB 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 MongoDB.

1 36 (70.59%) Python
2 25 (49.02%) JavaScript
3 24 (47.06%) Machine Learning
4 20 (39.22%) NoSQL
5 19 (37.25%) Java
6 18 (35.29%) Git (software)
6 18 (35.29%) Algorithms
7 16 (31.37%) Data Science
7 16 (31.37%) Hadoop
7 16 (31.37%) Node.js
7 16 (31.37%) Big Data
8 15 (29.41%) Neural Network
8 15 (29.41%) Predictive Analysis
8 15 (29.41%) TensorFlow
8 15 (29.41%) Deep Learning
8 15 (29.41%) Bayesian Methods
9 14 (27.45%) Agile Software Development
9 14 (27.45%) RESTful
10 12 (23.53%) Software Engineering
11 11 (21.57%) Linux
12 10 (19.61%) Web Services
12 10 (19.61%) MySQL
12 10 (19.61%) PostgreSQL
13 9 (17.65%) React
14 8 (15.69%) Data Structures
14 8 (15.69%) JSON
14 8 (15.69%) Microsoft Azure
14 8 (15.69%) Amazon AWS
14 8 (15.69%) AngularJS
15 7 (13.73%) GitHub

MongoDB
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 7 (13.73%) Elasticsearch
2 6 (11.76%) OpenStack
3 3 (5.88%) CMS
4 2 (3.92%) Cloud Foundry
5 1 (1.96%) Apache Spark
Cloud Services
1 8 (15.69%) Amazon AWS
1 8 (15.69%) Microsoft Azure
2 7 (13.73%) GitHub
3 6 (11.76%) Cloud Computing
4 2 (3.92%) SaaS
Communications & Networking
1 1 (1.96%) HTTP
1 1 (1.96%) MQTT
Database & Business Intelligence
1 20 (39.22%) NoSQL
2 16 (31.37%) Big Data
2 16 (31.37%) Hadoop
3 10 (19.61%) MySQL
3 10 (19.61%) PostgreSQL
4 7 (13.73%) HBase
5 4 (7.84%) MariaDB
6 2 (3.92%) Amazon DynamoDB
6 2 (3.92%) Relational Database
7 1 (1.96%) Apache Cassandra
7 1 (1.96%) ArangoDB
7 1 (1.96%) Neo4j
7 1 (1.96%) SQL Server
7 1 (1.96%) SQL Server 2016
7 1 (1.96%) Sqoop
7 1 (1.96%) Text Mining
Development Applications
1 18 (35.29%) Git (software)
2 4 (7.84%) Jasmine
2 4 (7.84%) Mocha
3 2 (3.92%) JIRA
4 1 (1.96%) TeamCity
4 1 (1.96%) webpack
General
1 6 (11.76%) Games
2 4 (7.84%) Finance
3 2 (3.92%) Pharmaceutical
Job Titles
1 18 (35.29%) Developer
2 10 (19.61%) Machine Learning Researcher
3 8 (15.69%) JavaScript Developer
3 8 (15.69%) Machine Learning Engineer
3 8 (15.69%) Software Engineer
3 8 (15.69%) Software Manager
4 7 (13.73%) Node.js Developer
5 6 (11.76%) Full Stack Developer
5 6 (11.76%) Senior Manager
6 3 (5.88%) Python Engineer
6 3 (5.88%) Python Software Engineer
7 2 (3.92%) Angular Developer
7 2 (3.92%) AWS Developer
7 2 (3.92%) Development Manager
7 2 (3.92%) Java Engineer
7 2 (3.92%) Java Software Engineer
7 2 (3.92%) PHP Developer
7 2 (3.92%) Senior Developer
7 2 (3.92%) Senior Software Engineer
7 2 (3.92%) Software Development Manager
Libraries, Frameworks & Software Standards
1 16 (31.37%) Node.js
2 15 (29.41%) TensorFlow
3 14 (27.45%) RESTful
4 10 (19.61%) Web Services
5 9 (17.65%) React
6 8 (15.69%) AngularJS
6 8 (15.69%) JSON
7 7 (13.73%) HTML
7 7 (13.73%) RabbitMQ
8 4 (7.84%) CSS
8 4 (7.84%) jQuery
8 4 (7.84%) REST
8 4 (7.84%) Vue.js
9 3 (5.88%) HTML5
9 3 (5.88%) Redux
9 3 (5.88%) Spring
10 2 (3.92%) LESS
10 2 (3.92%) MEAN Stack
10 2 (3.92%) Polymer
10 2 (3.92%) Web Components
Miscellaneous
1 18 (35.29%) Algorithms
2 8 (15.69%) Data Structures
3 6 (11.76%) Private Cloud
4 4 (7.84%) Analytical Skills
5 2 (3.92%) Enterprise Cloud
5 2 (3.92%) Life Science
6 1 (1.96%) User Experience
Operating Systems
1 11 (21.57%) Linux
2 6 (11.76%) Ubuntu
3 1 (1.96%) Android
3 1 (1.96%) Mac OS X
3 1 (1.96%) Windows
Processes & Methodologies
1 24 (47.06%) Machine Learning
2 16 (31.37%) Data Science
3 15 (29.41%) Bayesian Methods
3 15 (29.41%) Deep Learning
3 15 (29.41%) Neural Network
3 15 (29.41%) Predictive Analysis
4 14 (27.45%) Agile Software Development
5 12 (23.53%) Software Engineering
6 7 (13.73%) Computer Science
6 7 (13.73%) OOP
6 7 (13.73%) Open Source
6 7 (13.73%) Scrum
7 6 (11.76%) Analytics
7 6 (11.76%) Coaching
7 6 (11.76%) Mentoring
7 6 (11.76%) Microservices
7 6 (11.76%) Process Improvement
7 6 (11.76%) Prototyping
7 6 (11.76%) UML
7 6 (11.76%) User Stories
Programming Languages
1 36 (70.59%) Python
2 25 (49.02%) JavaScript
3 19 (37.25%) Java
4 7 (13.73%) Ruby
5 6 (11.76%) C++
6 5 (9.80%) SQL
7 4 (7.84%) ES6
8 2 (3.92%) Bash Shell
8 2 (3.92%) C#
8 2 (3.92%) PHP
9 1 (1.96%) Apple Swift
9 1 (1.96%) F#
9 1 (1.96%) MATLAB
9 1 (1.96%) Objective-C
9 1 (1.96%) R
Qualifications
1 5 (9.80%) Degree
2 3 (5.88%) Computer Science Degree
2 3 (5.88%) PhD
Quality Assurance & Compliance
1 2 (3.92%) QA
System Software
1 6 (11.76%) Docker
2 1 (1.96%) Apache Flume
Systems Management
1 6 (11.76%) Ansible
1 6 (11.76%) Packer
1 6 (11.76%) Terraform
2 1 (1.96%) Business Desktop Deployment
2 1 (1.96%) Kibana
2 1 (1.96%) WSUS
Vendors
1 1 (1.96%) Hortonworks
1 1 (1.96%) Microsoft