Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Cambridgeshire > Cambridge
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 77 106 98
Rank change year-on-year +29 -8 -8
Permanent jobs citing MongoDB 66 73 43
As % of all permanent IT jobs advertised in Cambridge 3.02% 2.68% 1.88%
As % of the Database & Business Intelligence category 11.24% 10.69% 7.14%
Number of salaries quoted 58 68 30
Cambridge median annual salary £65,000 £45,000 £51,250
Median salary % change year-on-year +44.44% -12.20% +13.89%
10th Percentile £37,500 £33,750 £41,500
90th Percentile £82,150 £60,000 £60,125
Cambridgeshire median annual salary £58,750 £46,250 £45,000
% change year-on-year +27.03% +2.78% -

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 587 683 602
As % of all permanent IT jobs advertised in Cambridge 26.84% 25.09% 26.28%
Number of salaries quoted 438 548 486
Cambridge median annual salary £47,773 £45,000 £45,000
Median salary % change year-on-year +6.16% - +5.88%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £72,500 £61,250 £62,500
Cambridgeshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 19 October 2018.

Salary histogram for MongoDB in Cambridge

For the 6 months to 19 October 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 41 (62.12%) Python
2 27 (40.91%) Machine Learning
3 25 (37.88%) JavaScript
3 25 (37.88%) RESTful
4 24 (36.36%) Git (software)
5 23 (34.85%) Node.js
6 22 (33.33%) Amazon AWS
7 21 (31.82%) Microsoft Azure
7 21 (31.82%) Elasticsearch
8 18 (27.27%) Docker
8 18 (27.27%) Algorithms
8 18 (27.27%) NoSQL
9 17 (25.76%) Software Engineering
9 17 (25.76%) Java
10 16 (24.24%) SQL Server
10 16 (24.24%) Hadoop
10 16 (24.24%) Big Data
10 16 (24.24%) Data Science
11 15 (22.73%) TensorFlow
11 15 (22.73%) Predictive Analysis
11 15 (22.73%) AngularJS
11 15 (22.73%) Bayesian Methods
11 15 (22.73%) Deep Learning
11 15 (22.73%) Neural Network
11 15 (22.73%) Agile Software Development
11 15 (22.73%) OO
12 14 (21.21%) OOP
13 13 (19.70%) Web Services
13 13 (19.70%) JSON
13 13 (19.70%) Data Structures

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 21 (31.82%) Elasticsearch
2 7 (10.61%) Confluence
2 7 (10.61%) OpenStack
2 7 (10.61%) WebLogic
2 7 (10.61%) WebSphere
3 2 (3.03%) Cloud Foundry
4 1 (1.52%) Apache Spark
Business Applications
1 7 (10.61%) Documaker
Cloud Services
1 22 (33.33%) Amazon AWS
2 21 (31.82%) Microsoft Azure
3 11 (16.67%) Cloud Computing
4 8 (12.12%) GitHub
5 7 (10.61%) IaaS
6 1 (1.52%) AWS Lambda
6 1 (1.52%) Serverless
6 1 (1.52%) Virtual Private Cloud
Communications & Networking
1 8 (12.12%) HTTP
2 7 (10.61%) Cisco IOS
2 7 (10.61%) Cisco Nexus
2 7 (10.61%) DHCP
2 7 (10.61%) DNS
2 7 (10.61%) FTP
2 7 (10.61%) HTTPS
2 7 (10.61%) ICMP
2 7 (10.61%) IMAP
2 7 (10.61%) IPsec
2 7 (10.61%) OpenVPN
2 7 (10.61%) POP3
2 7 (10.61%) SMTP
2 7 (10.61%) SNMP
2 7 (10.61%) SSH
2 7 (10.61%) SSL
2 7 (10.61%) TCP/IP
2 7 (10.61%) Telnet
2 7 (10.61%) WPA2
3 1 (1.52%) MQTT
Database & Business Intelligence
1 18 (27.27%) NoSQL
2 16 (24.24%) Big Data
2 16 (24.24%) Hadoop
2 16 (24.24%) SQL Server
3 12 (18.18%) HBase
4 9 (13.64%) SQL Server 2016
5 8 (12.12%) PostgreSQL
6 7 (10.61%) MySQL
6 7 (10.61%) Oracle Database
7 6 (9.09%) MariaDB
8 2 (3.03%) Amazon DynamoDB
9 1 (1.52%) Amazon RDS
9 1 (1.52%) Apache Cassandra
9 1 (1.52%) Redis
9 1 (1.52%) Relational Database
9 1 (1.52%) Sqoop
9 1 (1.52%) Text Mining
Development Applications
1 24 (36.36%) Git (software)
2 9 (13.64%) JIRA
2 9 (13.64%) TeamCity
3 7 (10.61%) Gerrit
3 7 (10.61%) Sonatype Nexus
4 4 (6.06%) Jasmine
4 4 (6.06%) Mocha
General
1 9 (13.64%) Finance
2 1 (1.52%) Pharmaceutical
Job Titles
1 24 (36.36%) Developer
2 15 (22.73%) Machine Learning Researcher
3 13 (19.70%) Software Engineer
4 9 (13.64%) .NET Developer
4 9 (13.64%) Messaging Developer
5 8 (12.12%) DevOps Engineer
6 7 (10.61%) Python Engineer
6 7 (10.61%) Python Software Engineer
6 7 (10.61%) Senior DevOps
6 7 (10.61%) Senior DevOps Engineer
7 6 (9.09%) Full Stack Developer
7 6 (9.09%) JavaScript Developer
8 5 (7.58%) Machine Learning Engineer
9 4 (6.06%) AWS Engineer
9 4 (6.06%) Node.js Developer
10 3 (4.55%) AWS Software Engineer
10 3 (4.55%) Graduate
10 3 (4.55%) Graduate Developer
10 3 (4.55%) Graduate JavaScript Developer
11 2 (3.03%) Software Developer
Libraries, Frameworks & Software Standards
1 25 (37.88%) RESTful
2 23 (34.85%) Node.js
3 15 (22.73%) AngularJS
3 15 (22.73%) TensorFlow
4 13 (19.70%) JSON
4 13 (19.70%) Web Services
5 9 (13.64%) .NET
5 9 (13.64%) ASP.NET
5 9 (13.64%) ASP.NET MVC
5 9 (13.64%) ASP.NET MVC 5
5 9 (13.64%) ASP.NET Web API
5 9 (13.64%) KnockoutJS
5 9 (13.64%) MSMQ
5 9 (13.64%) RabbitMQ
5 9 (13.64%) Twitter Bootstrap
5 9 (13.64%) WPF
6 7 (10.61%) Middleware
6 7 (10.61%) React
6 7 (10.61%) SOAP
6 7 (10.61%) YAML
Miscellaneous
1 18 (27.27%) Algorithms
2 13 (19.70%) Data Structures
3 6 (9.09%) Computer Science
4 2 (3.03%) Analytical Skills
4 2 (3.03%) Enterprise Cloud
4 2 (3.03%) Life Science
5 1 (1.52%) Greenfield Project
5 1 (1.52%) Self-Motivation
Operating Systems
1 11 (16.67%) Linux
2 8 (12.12%) Android
2 8 (12.12%) Windows
3 7 (10.61%) CentOS
3 7 (10.61%) Red Hat Enterprise Linux
3 7 (10.61%) Solaris
3 7 (10.61%) Windows Server
3 7 (10.61%) Windows Server 2008
3 7 (10.61%) Windows Server 2012
4 1 (1.52%) Mac OS X
Processes & Methodologies
1 27 (40.91%) Machine Learning
2 17 (25.76%) Software Engineering
3 16 (24.24%) Data Science
4 15 (22.73%) Agile Software Development
4 15 (22.73%) Bayesian Methods
4 15 (22.73%) Deep Learning
4 15 (22.73%) Neural Network
4 15 (22.73%) OO
4 15 (22.73%) Predictive Analysis
5 14 (21.21%) OOP
6 11 (16.67%) DevOps
6 11 (16.67%) MVC
7 9 (13.64%) Dependency Injection
7 9 (13.64%) Kanban
7 9 (13.64%) Multithreading
7 9 (13.64%) TDD
7 9 (13.64%) Web Application Development
8 8 (12.12%) Disaster Recovery
8 8 (12.12%) SDLC
9 7 (10.61%) Front End Development
Programming Languages
1 41 (62.12%) Python
2 25 (37.88%) JavaScript
3 17 (25.76%) Java
4 11 (16.67%) C#
4 11 (16.67%) C++
5 9 (13.64%) Bash Shell
5 9 (13.64%) F#
5 9 (13.64%) Ruby
5 9 (13.64%) SQL
6 8 (12.12%) PHP
7 7 (10.61%) PowerShell
8 4 (6.06%) ES6
9 1 (1.52%) Apple Swift
9 1 (1.52%) MATLAB
9 1 (1.52%) Objective-C
9 1 (1.52%) R
Qualifications
1 6 (9.09%) Degree
2 3 (4.55%) Computer Science Degree
3 1 (1.52%) PhD
Quality Assurance & Compliance
1 2 (3.03%) QA
System Software
1 18 (27.27%) Docker
2 7 (10.61%) Samba
2 7 (10.61%) VirtualBox
2 7 (10.61%) VMware Infrastructure
3 1 (1.52%) Apache Flume
Systems Management
1 9 (13.64%) Business Desktop Deployment
1 9 (13.64%) Kibana
1 9 (13.64%) WSUS
2 8 (12.12%) Ansible
3 7 (10.61%) Nagios
3 7 (10.61%) Opscode Chef
3 7 (10.61%) Puppet
3 7 (10.61%) Rancher
3 7 (10.61%) Sysdig
3 7 (10.61%) vRealize
4 1 (1.52%) Grafana
4 1 (1.52%) Kubernetes
4 1 (1.52%) Prometheus
4 1 (1.52%) Terraform
Vendors
1 9 (13.64%) Microsoft
2 7 (10.61%) AppDynamics
2 7 (10.61%) BMC
2 7 (10.61%) Cisco
2 7 (10.61%) HP
2 7 (10.61%) IBM
2 7 (10.61%) Intel
2 7 (10.61%) New Relic
2 7 (10.61%) Oracle
2 7 (10.61%) Red Hat
2 7 (10.61%) ServiceNow
2 7 (10.61%) Splunk
2 7 (10.61%) VMware
2 7 (10.61%) WorldPay
3 1 (1.52%) Hortonworks