Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 November 2017 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 112 138 200
Rank change year-on-year +26 +62 -5
Permanent jobs citing MongoDB 275 248 257
As % of all permanent IT jobs advertised in the City of London 2.71% 2.13% 1.49%
As % of the Database & Business Intelligence category 8.67% 7.07% 5.03%
Number of salaries quoted 250 229 231
City of London median annual salary £65,000 £60,000 £65,000
Median salary % change year-on-year +8.33% -7.69% +13.04%
10th Percentile £47,500 £42,500 £45,000
90th Percentile £87,500 £92,500 £87,500
Central London median annual salary £62,500 £60,000 £62,500
% change year-on-year +4.17% -4.00% +8.70%

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 the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3171 3510 5106
As % of all permanent IT jobs advertised in the City of London 31.30% 30.19% 29.70%
Number of salaries quoted 2899 3219 4436
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £87,500 £86,250 £85,000
Central London median annual salary £59,500 £55,000 £56,000
% change year-on-year +8.18% -1.79% +1.82%

MongoDB
Job Vacancy Trend in the City of London

Job postings citing MongoDB as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for MongoDB in the City of London

MongoDB
Salary Trend in the City of London

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

Salary trend for MongoDB in the City of London

MongoDB
Salary Histogram in the City of London

The salary distribution of IT jobs citing MongoDB in the City of London over the 6 months to 19 November 2017.

Salary histogram for MongoDB in the City of London

For the 6 months to 19 November 2017, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the City of London region with a requirement for MongoDB.

1 171 (62.18%) Agile Software Development
2 139 (50.55%) JavaScript
3 126 (45.82%) Java
4 108 (39.27%) Node.js
5 104 (37.82%) CSS
6 97 (35.27%) HTML
7 94 (34.18%) Finance
8 93 (33.82%) TDD
9 89 (32.36%) Docker
9 89 (32.36%) Amazon AWS
10 85 (30.91%) Microservices
11 79 (28.73%) AngularJS
12 77 (28.00%) NoSQL
12 77 (28.00%) SQL
13 67 (24.36%) Software Engineering
14 62 (22.55%) Elasticsearch
15 60 (21.82%) Apache Cassandra
16 59 (21.45%) Python
17 58 (21.09%) Front End Development
18 57 (20.73%) Microsoft Azure
18 57 (20.73%) Continuous Integration
19 54 (19.64%) .NET
20 53 (19.27%) RESTful
21 51 (18.55%) Banking
21 51 (18.55%) MySQL
22 50 (18.18%) C#
23 48 (17.45%) Web Services
23 48 (17.45%) Linux
23 48 (17.45%) MVC
23 48 (17.45%) Big Data

MongoDB
Co-occurring IT Skills in the City of London 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 62 (22.55%) Elasticsearch
2 45 (16.36%) Apache Spark
3 25 (9.09%) JBoss
4 19 (6.91%) OpenStack
5 18 (6.55%) Apache Solr
6 12 (4.36%) Tomcat
7 11 (4.00%) Apache
7 11 (4.00%) Jetty
7 11 (4.00%) WebLogic
8 9 (3.27%) WebSphere
8 9 (3.27%) WebSphere Application Server
9 7 (2.55%) CMS
9 7 (2.55%) nginx
10 6 (2.18%) Apache Pig
11 4 (1.45%) Alfresco
11 4 (1.45%) SAS
12 3 (1.09%) Drupal
12 3 (1.09%) EPiServer
12 3 (1.09%) SharePoint
12 3 (1.09%) Sitecore CMS
Applications
1 5 (1.82%) HipChat
2 3 (1.09%) SPSS
Business Applications
1 3 (1.09%) Eloqua
1 3 (1.09%) Workday HCM
2 1 (0.36%) Adobe Campaign
2 1 (0.36%) FastStats PeopleStage
2 1 (0.36%) Unica
Cloud Services
1 89 (32.36%) Amazon AWS
2 57 (20.73%) Microsoft Azure
3 19 (6.91%) SaaS
4 9 (3.27%) Google Cloud Platform
5 8 (2.91%) Amazon EC2
6 5 (1.82%) GitHub
6 5 (1.82%) IaaS
7 4 (1.45%) Amazon Kinesis
7 4 (1.45%) Amazon S3
7 4 (1.45%) AWS CloudFormation
7 4 (1.45%) Cloud Computing
7 4 (1.45%) CloudFront
7 4 (1.45%) TestFlight
8 3 (1.09%) DigitalOcean
8 3 (1.09%) Loggly
8 3 (1.09%) npm
8 3 (1.09%) PaaS
8 3 (1.09%) Sumo Logic
9 2 (0.73%) Amazon ELB
9 2 (0.73%) Route 53
Communications & Networking
1 5 (1.82%) Firewall
2 3 (1.09%) BIG-IP
2 3 (1.09%) Remote Desktop
3 2 (0.73%) SMTP
3 2 (0.73%) VPN
4 1 (0.36%) Asterisk PBX
4 1 (0.36%) DNS
4 1 (0.36%) Internet
4 1 (0.36%) NAS
4 1 (0.36%) Reverse Proxy
4 1 (0.36%) RTP
4 1 (0.36%) SAN
4 1 (0.36%) SSL
4 1 (0.36%) TCP/IP
Database & Business Intelligence
1 77 (28.00%) NoSQL
2 60 (21.82%) Apache Cassandra
3 51 (18.55%) MySQL
4 48 (17.45%) Big Data
5 44 (16.00%) Hadoop
6 38 (13.82%) Redis
7 34 (12.36%) SQL Server
8 29 (10.55%) PostgreSQL
9 25 (9.09%) Couchbase
10 18 (6.55%) Amazon DynamoDB
11 15 (5.45%) HBase
12 12 (4.36%) Relational Database
13 11 (4.00%) Apache Hive
14 10 (3.64%) SQL Server Integration Services
15 9 (3.27%) Riak
16 8 (2.91%) Power BI
17 6 (2.18%) CouchDB
17 6 (2.18%) QlikView
17 6 (2.18%) SQL Server Analysis Services
17 6 (2.18%) Sqoop
Development Applications
1 34 (12.36%) Git (software)
2 16 (5.82%) Jenkins
3 15 (5.45%) webpack
4 14 (5.09%) TeamCity
5 11 (4.00%) Babel
6 7 (2.55%) Jasmine
6 7 (2.55%) JIRA
6 7 (2.55%) JUnit
6 7 (2.55%) Maven
6 7 (2.55%) Selenium
6 7 (2.55%) Travis CI
6 7 (2.55%) Visual Studio
7 6 (2.18%) Octopus Deploy
8 5 (1.82%) gulp
8 5 (1.82%) Hamcrest
8 5 (1.82%) jMock
8 5 (1.82%) Karma Test Runner
8 5 (1.82%) Mocha
9 4 (1.45%) Subversion
9 4 (1.45%) Team Foundation Server
General
1 94 (34.18%) Finance
2 51 (18.55%) Banking
3 17 (6.18%) Marketing
4 12 (4.36%) Retail
5 6 (2.18%) Games
6 5 (1.82%) Advertising
6 5 (1.82%) Financial Institution
7 4 (1.45%) Front Office
7 4 (1.45%) Legal
7 4 (1.45%) Publishing
8 3 (1.09%) Investment Banking
8 3 (1.09%) Law
9 2 (0.73%) Telecoms
10 1 (0.36%) Automotive
10 1 (0.36%) Billing
10 1 (0.36%) Digital Economy
10 1 (0.36%) Pharmaceutical
Job Titles
1 190 (69.09%) Developer
2 53 (19.27%) Lead Developer
3 52 (18.91%) Java Developer
3 52 (18.91%) JavaScript Developer
4 51 (18.55%) Front End Developer (Client-Side Developer)
5 40 (14.55%) HTML CSS Developer
5 40 (14.55%) HTML Developer
6 33 (12.00%) Senior Developer
7 25 (9.09%) Full Stack Developer
8 19 (6.91%) .NET Developer
8 19 (6.91%) C# Developer
8 19 (6.91%) Java Engineer
9 18 (6.55%) Software Engineer
10 17 (6.18%) C# .NET Developer
11 15 (5.45%) Angular Developer
11 15 (5.45%) PHP Developer
12 14 (5.09%) AWS Developer
12 14 (5.09%) DevOps Engineer
13 13 (4.73%) NoSQL Developer
14 10 (3.64%) Applications Engineer
Libraries, Frameworks & Software Standards
1 108 (39.27%) Node.js
2 104 (37.82%) CSS
3 97 (35.27%) HTML
4 79 (28.73%) AngularJS
5 54 (19.64%) .NET
6 53 (19.27%) RESTful
7 48 (17.45%) Web Services
8 39 (14.18%) React
9 29 (10.55%) HTML5
10 26 (9.45%) ASP.NET
10 26 (9.45%) SOAP
11 24 (8.73%) Ajax
12 22 (8.00%) REST
13 21 (7.64%) ASP.NET MVC
13 21 (7.64%) Spring
14 20 (7.27%) Kafka
15 19 (6.91%) Angular 2
16 18 (6.55%) JSF
16 18 (6.55%) JSON
16 18 (6.55%) RabbitMQ
Miscellaneous
1 26 (9.45%) Computer Science
2 17 (6.18%) User Experience
3 16 (5.82%) Fintech
4 14 (5.09%) Enterprise Software
5 12 (4.36%) e-Health
6 8 (2.91%) Analytical Skills
7 7 (2.55%) Mobile App
8 6 (2.18%) Hedge funds
9 5 (1.82%) Algorithms
9 5 (1.82%) Cloud Native
9 5 (1.82%) Greenfield Project
9 5 (1.82%) Management Information System
9 5 (1.82%) Social Media
10 4 (1.45%) Linux Command Line
10 4 (1.45%) Replication
11 3 (1.09%) Clustering
11 3 (1.09%) Equities
11 3 (1.09%) Fixed Income
11 3 (1.09%) Private Cloud
12 2 (0.73%) Public Cloud
Operating Systems
1 48 (17.45%) Linux
2 11 (4.00%) Unix
3 10 (3.64%) Windows
4 5 (1.82%) Windows Server
5 4 (1.45%) Apple iOS
6 3 (1.09%) CentOS
6 3 (1.09%) CoreOS
6 3 (1.09%) Mac OS X
6 3 (1.09%) Windows 10
6 3 (1.09%) Windows 7
7 2 (0.73%) AIX
7 2 (0.73%) Red Hat Enterprise Linux
Processes & Methodologies
1 171 (62.18%) Agile Software Development
2 93 (33.82%) TDD
3 85 (30.91%) Microservices
4 67 (24.36%) Software Engineering
5 58 (21.09%) Front End Development
6 57 (20.73%) Continuous Integration
7 48 (17.45%) MVC
8 45 (16.36%) BDD
9 41 (14.91%) DevOps
9 41 (14.91%) E-Commerce
10 37 (13.45%) Scrum
11 27 (9.82%) Analytics
12 25 (9.09%) SOA
13 23 (8.36%) Multithreading
14 21 (7.64%) Machine Learning
15 19 (6.91%) OO
15 19 (6.91%) Unit Testing
16 18 (6.55%) Continuous Delivery
16 18 (6.55%) Mentoring
17 17 (6.18%) Concurrent Programming
Programming Languages
1 139 (50.55%) JavaScript
2 126 (45.82%) Java
3 77 (28.00%) SQL
4 59 (21.45%) Python
5 50 (18.18%) C#
6 43 (15.64%) PHP
7 34 (12.36%) Scala
8 21 (7.64%) Perl
9 17 (6.18%) Bash Shell
9 17 (6.18%) Groovy
10 16 (5.82%) Go
11 15 (5.45%) Kotlin
11 15 (5.45%) TypeScript
12 13 (4.73%) C++
12 13 (4.73%) R
13 11 (4.00%) ES6
13 11 (4.00%) Ruby
14 5 (1.82%) T-SQL
15 4 (1.45%) C
15 4 (1.45%) Objective-C
Qualifications
1 40 (14.55%) Degree
2 23 (8.36%) Computer Science Degree
3 4 (1.45%) PhD
3 4 (1.45%) Security Cleared
4 3 (1.09%) DV Cleared
5 2 (0.73%) AWS Certification
6 1 (0.36%) Master's Degree
6 1 (0.36%) Numerate Degree
6 1 (0.36%) SC Cleared
Quality Assurance & Compliance
1 5 (1.82%) Data Quality
2 3 (1.09%) SLA
3 2 (0.73%) GDPR
3 2 (0.73%) QA
4 1 (0.36%) MiFID
System Software
1 89 (32.36%) Docker
2 5 (1.82%) Apache Flume
2 5 (1.82%) Virtual Machines
3 3 (1.09%) Apache ZooKeeper
3 3 (1.09%) Microsoft App-V
3 3 (1.09%) VirtualBox
3 3 (1.09%) VMware Infrastructure
3 3 (1.09%) Xen
4 2 (0.73%) HDFS
5 1 (0.36%) Ceph
5 1 (0.36%) iptables
5 1 (0.36%) Kamailio
5 1 (0.36%) Varnish
Systems Management
1 42 (15.27%) Ansible
2 31 (11.27%) Opscode Chef
3 28 (10.18%) Puppet
4 12 (4.36%) Salt
5 11 (4.00%) logstash
6 10 (3.64%) Kibana
7 7 (2.55%) Kubernetes
8 6 (2.18%) Grafana
9 5 (1.82%) Terraform
9 5 (1.82%) ZABBIX
10 4 (1.45%) Nagios
10 4 (1.45%) Rancher
11 2 (0.73%) Graphite
11 2 (0.73%) Packer
11 2 (0.73%) Prometheus
11 2 (0.73%) Red Hat Satellite
11 2 (0.73%) Red Hat Spacewalk
12 1 (0.36%) Hadoop YARN
12 1 (0.36%) HAProxy
12 1 (0.36%) Icinga
Vendors
1 23 (8.36%) Oracle
2 14 (5.09%) Microsoft
3 10 (3.64%) Google
4 9 (3.27%) Splunk
5 6 (2.18%) Adthena
5 6 (2.18%) VMware
6 5 (1.82%) Red Hat
6 5 (1.82%) TIBCO
7 4 (1.45%) Adobe
7 4 (1.45%) Rackspace
7 4 (1.45%) Xamarin
8 3 (1.09%) Cloudera
8 3 (1.09%) EMC
8 3 (1.09%) Marketo
8 3 (1.09%) New Relic
8 3 (1.09%) SaltStack
8 3 (1.09%) ServiceNow
8 3 (1.09%) Siebel
8 3 (1.09%) Sitecore
8 3 (1.09%) Tableau