Period
to 23 April 2018

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 23 April 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Central London > City of London
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 128 154 168
Rank change year-on-year +26 +14 +38
Permanent jobs citing MongoDB 279 199 247
As % of all permanent IT jobs advertised in the City of London 2.58% 1.92% 1.81%
As % of the Database & Business Intelligence category 8.14% 6.12% 6.22%
Number of salaries quoted 245 184 228
City of London median annual salary £62,500 £62,500 £60,000
Median salary % change year-on-year - +4.17% +3.45%
10th Percentile £41,000 £44,125 £37,500
90th Percentile £92,500 £92,500 £103,250
Central London median annual salary £62,500 £62,500 £57,500
% change year-on-year - +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 3,427 3,250 3,968
As % of all permanent IT jobs advertised in the City of London 31.66% 31.38% 29.00%
Number of salaries quoted 3,041 2,975 3,551
City of London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% -
10th Percentile £41,250 £37,500 £36,750
90th Percentile £90,000 £87,500 £83,750
Central London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 23 April 2018.

Salary histogram for MongoDB in the City of London

For the 6 months to 23 April 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 City of London region with a requirement for MongoDB.

1 149 (53.41%) Agile Software Development
2 132 (47.31%) JavaScript
3 113 (40.50%) Java
4 97 (34.77%) Microservices
5 96 (34.41%) Python
6 80 (28.67%) C#
7 78 (27.96%) Software Engineering
7 78 (27.96%) NoSQL
8 77 (27.60%) DevOps
8 77 (27.60%) SQL
8 77 (27.60%) Finance
9 72 (25.81%) Scrum
9 72 (25.81%) HTML
9 72 (25.81%) Docker
9 72 (25.81%) Microsoft Azure
10 71 (25.45%) MVC
11 69 (24.73%) Amazon AWS
11 69 (24.73%) AngularJS
12 68 (24.37%) Node.js
13 63 (22.58%) .NET
14 62 (22.22%) React
15 59 (21.15%) Linux
16 58 (20.79%) TDD
16 58 (20.79%) Elasticsearch
17 57 (20.43%) Degree
17 57 (20.43%) Computer Science
18 56 (20.07%) PHP
19 53 (19.00%) CSS
20 51 (18.28%) Computer Science Degree
21 49 (17.56%) 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 58 (20.79%) Elasticsearch
2 29 (10.39%) Apache Spark
3 17 (6.09%) Apache
4 12 (4.30%) JBoss
5 9 (3.23%) Apache Solr
6 8 (2.87%) CMS
7 6 (2.15%) SAS
8 5 (1.79%) nginx
8 5 (1.79%) OpenStack
9 4 (1.43%) Sitecore CMS
9 4 (1.43%) Tomcat
10 3 (1.08%) Apache Airflow
10 3 (1.08%) Apache Pig
10 3 (1.08%) EPiServer
10 3 (1.08%) IIS
10 3 (1.08%) Oracle SOA Suite
11 2 (0.72%) Jetty
11 2 (0.72%) NServiceBus
11 2 (0.72%) Umbraco
11 2 (0.72%) WebLogic
Applications
1 5 (1.79%) SPSS
2 1 (0.36%) HipChat
Business Applications
1 2 (0.72%) Dynamics NAV
2 1 (0.36%) Distributed Ledger
2 1 (0.36%) Dynamics CRM
2 1 (0.36%) NetSuite
Cloud Services
1 72 (25.81%) Microsoft Azure
2 69 (24.73%) Amazon AWS
3 29 (10.39%) Google Cloud Platform
4 27 (9.68%) AWS CloudFormation
5 17 (6.09%) PaaS
6 7 (2.51%) Amazon EC2
7 6 (2.15%) IaaS
7 6 (2.15%) SaaS
8 4 (1.43%) GitHub
8 4 (1.43%) npm
9 3 (1.08%) Cloud Computing
10 2 (0.72%) Amazon EMR
10 2 (0.72%) Amazon Kinesis
10 2 (0.72%) Amazon S3
10 2 (0.72%) AWS CloudTrail
10 2 (0.72%) Azure Active Directory
10 2 (0.72%) CloudFront
10 2 (0.72%) Sumo Logic
10 2 (0.72%) Trello
10 2 (0.72%) Virtual Private Cloud
Communications & Networking
1 22 (7.89%) DNS
1 22 (7.89%) TCP/IP
2 10 (3.58%) SMTP
3 3 (1.08%) Internet
3 3 (1.08%) VPN
4 2 (0.72%) HTTP
5 1 (0.36%) Firewall
5 1 (0.36%) LAN
5 1 (0.36%) SAN
5 1 (0.36%) Software-Defined Networking
5 1 (0.36%) Unified Communications
5 1 (0.36%) WAN
Database & Business Intelligence
1 78 (27.96%) NoSQL
2 49 (17.56%) Big Data
3 41 (14.70%) Hadoop
4 34 (12.19%) MySQL
5 32 (11.47%) SQL Server
6 29 (10.39%) Apache Cassandra
7 27 (9.68%) HBase
8 24 (8.60%) PostgreSQL
9 17 (6.09%) Relational Database
10 11 (3.94%) Apache Hive
11 10 (3.58%) Amazon DynamoDB
11 10 (3.58%) Couchbase
11 10 (3.58%) Data Mining
12 9 (3.23%) DB2
13 7 (2.51%) Power BI
14 6 (2.15%) Cosmos DB
14 6 (2.15%) QlikView
15 5 (1.79%) Neo4j
15 5 (1.79%) Redis
16 3 (1.08%) Sqoop
Development Applications
1 44 (15.77%) Git (software)
2 43 (15.41%) Jenkins
3 13 (4.66%) TeamCity
4 10 (3.58%) Octopus Deploy
5 9 (3.23%) JIRA
5 9 (3.23%) Maven
6 7 (2.51%) Grunt
6 7 (2.51%) gulp
6 7 (2.51%) webpack
7 4 (1.43%) Gradle
7 4 (1.43%) Subversion
8 3 (1.08%) Atlassian Bamboo
8 3 (1.08%) Jasmine
8 3 (1.08%) Mercurial
8 3 (1.08%) Mocha
8 3 (1.08%) Team Foundation Server
8 3 (1.08%) Travis CI
8 3 (1.08%) Vagrant
8 3 (1.08%) Visual Studio
9 2 (0.72%) SpecFlow
General
1 77 (27.60%) Finance
2 27 (9.68%) Retail
3 16 (5.73%) Banking
4 7 (2.51%) Front Office
5 6 (2.15%) Investment Banking
6 5 (1.79%) Advertising
6 5 (1.79%) Retail Banking
7 3 (1.08%) Automotive
7 3 (1.08%) Games
7 3 (1.08%) Law
7 3 (1.08%) Publishing
8 2 (0.72%) Legal
9 1 (0.36%) Back Office
9 1 (0.36%) Financial Institution
9 1 (0.36%) Marketing
9 1 (0.36%) Pharmaceutical
9 1 (0.36%) Telecoms
Job Titles
1 156 (55.91%) Developer
2 53 (19.00%) Senior Developer
3 36 (12.90%) Software Engineer
4 27 (9.68%) Java Developer
5 26 (9.32%) PHP Developer
6 22 (7.89%) Full Stack Developer
7 21 (7.53%) C# Developer
8 20 (7.17%) Senior Software Engineer
9 19 (6.81%) Senior PHP Developer
10 18 (6.45%) Big Data Engineer
10 18 (6.45%) Data Engineer
11 17 (6.09%) .NET Developer
11 17 (6.09%) Cloud Engineer
11 17 (6.09%) Node.js Developer
12 15 (5.38%) Software Developer
13 14 (5.02%) AWS Engineer
13 14 (5.02%) C# .NET Developer
14 13 (4.66%) Front End Developer (Client-Side Developer)
14 13 (4.66%) Senior Software Developer
15 12 (4.30%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 72 (25.81%) HTML
2 69 (24.73%) AngularJS
3 68 (24.37%) Node.js
4 63 (22.58%) .NET
5 62 (22.22%) React
6 53 (19.00%) CSS
7 41 (14.70%) RESTful
8 40 (14.34%) ASP.NET
8 40 (14.34%) HTML5
9 34 (12.19%) ASP.NET MVC
10 31 (11.11%) Kafka
10 31 (11.11%) REST
11 30 (10.75%) RabbitMQ
12 28 (10.04%) Web Services
13 27 (9.68%) Spring
14 25 (8.96%) Angular 2
15 17 (6.09%) ASP.NET Web API
15 17 (6.09%) jQuery
16 15 (5.38%) Java EE
16 15 (5.38%) JSON
Miscellaneous
1 57 (20.43%) Computer Science
2 25 (8.96%) Greenfield Project
3 23 (8.24%) Analytical Skills
4 19 (6.81%) Fintech
5 15 (5.38%) Algorithms
6 11 (3.94%) Self-Motivation
7 10 (3.58%) User Experience
8 9 (3.23%) e-Health
9 7 (2.51%) Hedge funds
10 6 (2.15%) Enterprise Software
11 5 (1.79%) Cyberthreat
11 5 (1.79%) Derivative
11 5 (1.79%) Linux Command Line
12 4 (1.43%) Mobile App
13 3 (1.08%) Virtual Team
14 2 (0.72%) Credit Derivative
14 2 (0.72%) Data Structures
14 2 (0.72%) Market Risk
14 2 (0.72%) Private Cloud
14 2 (0.72%) Public Cloud
Operating Systems
1 59 (21.15%) Linux
2 9 (3.23%) Windows
3 4 (1.43%) CentOS
3 4 (1.43%) Unix
4 3 (1.08%) Windows Server
5 2 (0.72%) Debian
5 2 (0.72%) Red Hat Enterprise Linux
5 2 (0.72%) Ubuntu
Processes & Methodologies
1 149 (53.41%) Agile Software Development
2 97 (34.77%) Microservices
3 78 (27.96%) Software Engineering
4 77 (27.60%) DevOps
5 72 (25.81%) Scrum
6 71 (25.45%) MVC
7 58 (20.79%) TDD
8 44 (15.77%) OO
9 38 (13.62%) Machine Learning
10 35 (12.54%) Problem-Solving
11 32 (11.47%) Configuration Management
12 30 (10.75%) E-Commerce
13 26 (9.32%) Analytics
14 25 (8.96%) BDD
14 25 (8.96%) Continuous Integration
14 25 (8.96%) Cybersecurity
14 25 (8.96%) ETL
15 24 (8.60%) Data Science
15 24 (8.60%) Deployment Automation
16 22 (7.89%) OOD
Programming Languages
1 132 (47.31%) JavaScript
2 113 (40.50%) Java
3 96 (34.41%) Python
4 80 (28.67%) C#
5 77 (27.60%) SQL
6 56 (20.07%) PHP
7 28 (10.04%) Ruby
8 27 (9.68%) Java 8
9 25 (8.96%) Scala
10 22 (7.89%) TypeScript
11 15 (5.38%) C++
12 14 (5.02%) R
13 11 (3.94%) Perl
14 10 (3.58%) ES6
15 8 (2.87%) Go
15 8 (2.87%) T-SQL
16 7 (2.51%) Bash Shell
17 6 (2.15%) F#
17 6 (2.15%) Groovy
17 6 (2.15%) Kotlin
Qualifications
1 57 (20.43%) Degree
2 51 (18.28%) Computer Science Degree
3 7 (2.51%) Security Cleared
4 5 (1.79%) Numerate Degree
5 4 (1.43%) SC Cleared
6 3 (1.08%) PhD
7 1 (0.36%) Master's Degree
Quality Assurance & Compliance
1 22 (7.89%) GCP
2 7 (2.51%) Data Quality
3 6 (2.15%) QA
4 4 (1.43%) MiFID
4 4 (1.43%) Solvency II
5 2 (0.72%) EMIR
5 2 (0.72%) GDPR
6 1 (0.36%) Dodd-Frank
6 1 (0.36%) FATCA
System Software
1 72 (25.81%) Docker
2 3 (1.08%) Apache Flume
3 2 (0.72%) HDFS
3 2 (0.72%) Virtual Machines
4 1 (0.36%) GridGain
4 1 (0.36%) VMware Infrastructure
Systems Management
1 45 (16.13%) Ansible
2 36 (12.90%) Kubernetes
3 34 (12.19%) Terraform
4 30 (10.75%) Opscode Chef
5 14 (5.02%) Puppet
6 8 (2.87%) Nagios
7 6 (2.15%) Prometheus
8 4 (1.43%) Mesos
9 3 (1.08%) Hadoop YARN
10 2 (0.72%) Grafana
10 2 (0.72%) Oozie
10 2 (0.72%) ZABBIX
11 1 (0.36%) Kibana
11 1 (0.36%) logstash
11 1 (0.36%) Microsoft Intune
11 1 (0.36%) Rancher
11 1 (0.36%) Red Hat Satellite
11 1 (0.36%) Red Hat Spacewalk
11 1 (0.36%) Salt
11 1 (0.36%) SCCM
Vendors
1 15 (5.38%) Microsoft
2 12 (4.30%) Zend
3 10 (3.58%) Google
4 9 (3.23%) Cloudera
4 9 (3.23%) Oracle
4 9 (3.23%) Splunk
5 8 (2.87%) Hortonworks
5 8 (2.87%) MapR
6 7 (2.51%) Sitecore
6 7 (2.51%) Tableau
7 6 (2.15%) Red Hat
8 5 (1.79%) New Relic
8 5 (1.79%) Sybase
9 4 (1.43%) Rackspace
10 2 (0.72%) Apple
10 2 (0.72%) Databricks
10 2 (0.72%) IBM
10 2 (0.72%) MuleSoft
10 2 (0.72%) Sun
10 2 (0.72%) VMware