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

MongoDB
Central London > City of London
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 186 116 137
Rank change year-on-year -70 +21 +56
Permanent jobs citing MongoDB 179 268 254
As % of all permanent IT jobs advertised in the City of London 1.61% 2.69% 2.12%
As % of the Database & Business Intelligence category 5.26% 8.58% 7.22%
Number of salaries quoted 155 240 228
City of London median annual salary £65,500 £65,000 £60,000
Median salary % change year-on-year +0.77% +8.33% -
10th Percentile £43,750 £47,250 £42,500
90th Percentile £97,500 £87,500 £90,000
Central London median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 3,404 3,123 3,516
As % of all permanent IT jobs advertised in the City of London 30.60% 31.38% 29.37%
Number of salaries quoted 3,092 2,849 3,213
City of London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% -
10th Percentile £40,000 £40,000 £36,250
90th Percentile £95,000 £87,500 £85,000
Central London median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +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 19 October 2018.

Salary histogram for MongoDB in the City of London

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 City of London region with a requirement for MongoDB.

1 86 (48.04%) Agile Software Development
2 80 (44.69%) Java
3 68 (37.99%) NoSQL
4 67 (37.43%) Amazon AWS
5 64 (35.75%) Python
6 63 (35.20%) SQL
7 57 (31.84%) JavaScript
8 56 (31.28%) Microsoft Azure
9 46 (25.70%) TDD
10 45 (25.14%) DevOps
10 45 (25.14%) Microservices
11 44 (24.58%) Finance
12 42 (23.46%) MySQL
13 40 (22.35%) HTML
14 39 (21.79%) Docker
15 38 (21.23%) SQL Server
15 38 (21.23%) Software Engineering
16 36 (20.11%) CSS
16 36 (20.11%) Problem-Solving
17 35 (19.55%) AngularJS
18 34 (18.99%) Node.js
18 34 (18.99%) .NET
19 33 (18.44%) Java 8
20 31 (17.32%) C#
20 31 (17.32%) MVC
20 31 (17.32%) Git (software)
21 30 (16.76%) Hadoop
22 28 (15.64%) Kafka
22 28 (15.64%) Apache Spark
22 28 (15.64%) React

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 28 (15.64%) Apache Spark
2 24 (13.41%) Elasticsearch
3 13 (7.26%) Apache
4 8 (4.47%) CMS
5 6 (3.35%) EPiServer
6 5 (2.79%) Apache Pig
7 4 (2.23%) Mule
7 4 (2.23%) Tomcat
8 3 (1.68%) Confluence
8 3 (1.68%) Oracle Workflow
9 2 (1.12%) Apache Solr
9 2 (1.12%) GemFire
9 2 (1.12%) nginx
9 2 (1.12%) Plone
9 2 (1.12%) Sitecore CMS
9 2 (1.12%) Zope
10 1 (0.56%) IIS
10 1 (0.56%) Jupyter
10 1 (0.56%) SharePoint
Applications
1 1 (0.56%) Chatbot
1 1 (0.56%) Microsoft Excel
1 1 (0.56%) Microsoft Project
Business Applications
1 4 (2.23%) Oracle Procure-to-Pay
Cloud Services
1 67 (37.43%) Amazon AWS
2 56 (31.28%) Microsoft Azure
3 18 (10.06%) Google Cloud Platform
4 10 (5.59%) SaaS
5 7 (3.91%) Amazon EMR
6 6 (3.35%) Amazon EC2
7 5 (2.79%) Amazon ELB
7 5 (2.79%) Amazon S3
8 4 (2.23%) Loggly
8 4 (2.23%) Sumo Logic
9 3 (1.68%) PaaS
9 3 (1.68%) Serverless
10 2 (1.12%) Cloud Computing
10 2 (1.12%) GitHub
10 2 (1.12%) npm
11 1 (0.56%) Amazon Kinesis
11 1 (0.56%) AWS Lambda
11 1 (0.56%) Azure Machine Learning
11 1 (0.56%) Cloudflare
11 1 (0.56%) IaaS
Communications & Networking
1 4 (2.23%) FTP
1 4 (2.23%) HTTP
2 2 (1.12%) Firewall
2 2 (1.12%) SMTP
3 1 (0.56%) Internet
Database & Business Intelligence
1 68 (37.99%) NoSQL
2 42 (23.46%) MySQL
3 38 (21.23%) SQL Server
4 30 (16.76%) Hadoop
5 24 (13.41%) Apache Cassandra
5 24 (13.41%) PostgreSQL
6 21 (11.73%) Big Data
6 21 (11.73%) Redis
7 20 (11.17%) Relational Database
8 8 (4.47%) SQL Server Reporting Services
9 7 (3.91%) Amazon DynamoDB
9 7 (3.91%) Riak
9 7 (3.91%) SQL Server Analysis Services
10 6 (3.35%) CouchDB
10 6 (3.35%) MariaDB
10 6 (3.35%) Neo4j
10 6 (3.35%) RDBMS
11 5 (2.79%) Amazon RDS
12 4 (2.23%) Couchbase
12 4 (2.23%) SQL Server 2012
Development Applications
1 31 (17.32%) Git (software)
2 18 (10.06%) Jenkins
3 11 (6.15%) TeamCity
4 9 (5.03%) Octopus Deploy
5 8 (4.47%) Protractor
5 8 (4.47%) Selenium
5 8 (4.47%) Team Foundation Server
6 7 (3.91%) Subversion
6 7 (3.91%) Visual Studio
7 6 (3.35%) JIRA
8 5 (2.79%) SQL Server Management Studio (SSMS)
9 4 (2.23%) CA Release Automation
9 4 (2.23%) Maven
9 4 (2.23%) webpack
10 3 (1.68%) Atlassian Bamboo
10 3 (1.68%) JUnit
10 3 (1.68%) NUnit
11 2 (1.12%) Moq
11 2 (1.12%) MSTest
11 2 (1.12%) TestNG
General
1 44 (24.58%) Finance
2 9 (5.03%) Banking
2 9 (5.03%) Games
3 7 (3.91%) Front Office
3 7 (3.91%) Retail Banking
4 6 (3.35%) Marketing
5 3 (1.68%) Publishing
6 2 (1.12%) Advertising
6 2 (1.12%) Law
7 1 (0.56%) Automotive
7 1 (0.56%) Financial Institution
7 1 (0.56%) Investment Banking
7 1 (0.56%) Manufacturing
7 1 (0.56%) Retail
7 1 (0.56%) Telecoms
Job Titles
1 101 (56.42%) Developer
2 40 (22.35%) Java Developer
3 16 (8.94%) .NET Developer
3 16 (8.94%) DevOps Engineer
3 16 (8.94%) Senior Developer
4 15 (8.38%) C# Developer
5 12 (6.70%) Python Engineer
5 12 (6.70%) Software Engineer
6 11 (6.15%) Data Engineer
7 10 (5.59%) AWS Developer
7 10 (5.59%) Python Developer
8 9 (5.03%) Data Scientist
8 9 (5.03%) Senior Data Scientist
9 8 (4.47%) Consultant
10 7 (3.91%) C# .NET Developer
11 6 (3.35%) Agile Developer
11 6 (3.35%) Java Scala Developer
11 6 (3.35%) Lead DevOps Engineer
11 6 (3.35%) Scala Developer
11 6 (3.35%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 40 (22.35%) HTML
2 36 (20.11%) CSS
3 35 (19.55%) AngularJS
4 34 (18.99%) .NET
4 34 (18.99%) Node.js
5 28 (15.64%) Kafka
5 28 (15.64%) React
6 27 (15.08%) Spring
7 26 (14.53%) RabbitMQ
8 25 (13.97%) RESTful
9 23 (12.85%) Spring Boot
10 20 (11.17%) HTML5
11 19 (10.61%) REST
11 19 (10.61%) Web Services
12 14 (7.82%) jQuery
13 11 (6.15%) Pandas
14 10 (5.59%) SciPy
14 10 (5.59%) WCF
15 9 (5.03%) .NET Framework
16 8 (4.47%) ASP.NET Web API
Miscellaneous
1 26 (14.53%) User Experience
2 24 (13.41%) Computer Science
3 22 (12.29%) Greenfield Project
4 18 (10.06%) Algorithms
4 18 (10.06%) Fintech
5 14 (7.82%) Self-Motivation
6 12 (6.70%) Analytical Skills
7 9 (5.03%) Data Structures
7 9 (5.03%) Hedge funds
8 7 (3.91%) Clustering
8 7 (3.91%) Replication
9 6 (3.35%) Linux Command Line
9 6 (3.35%) Market Risk
9 6 (3.35%) Spread Betting
10 3 (1.68%) Management Information System
10 3 (1.68%) Public Cloud
11 2 (1.12%) Analytical Mindset
11 2 (1.12%) Enterprise Software
11 2 (1.12%) Video on Demand
11 2 (1.12%) Wiki
Operating Systems
1 28 (15.64%) Linux
2 7 (3.91%) Windows
3 4 (2.23%) Unix
4 1 (0.56%) CentOS
4 1 (0.56%) Windows Server
Processes & Methodologies
1 86 (48.04%) Agile Software Development
2 46 (25.70%) TDD
3 45 (25.14%) DevOps
3 45 (25.14%) Microservices
4 38 (21.23%) Software Engineering
5 36 (20.11%) Problem-Solving
6 31 (17.32%) MVC
7 23 (12.85%) Continuous Integration
7 23 (12.85%) Test Automation
8 22 (12.29%) Scrum
9 21 (11.73%) BDD
10 18 (10.06%) Configuration Management
11 17 (9.50%) Data Science
11 17 (9.50%) Machine Learning
11 17 (9.50%) OO
12 15 (8.38%) Front End Development
12 15 (8.38%) Open Source
13 14 (7.82%) ETL
14 13 (7.26%) Artificial Intelligence
14 13 (7.26%) Data Analysis
Programming Languages
1 80 (44.69%) Java
2 64 (35.75%) Python
3 63 (35.20%) SQL
4 57 (31.84%) JavaScript
5 33 (18.44%) Java 8
6 31 (17.32%) C#
7 22 (12.29%) Ruby
8 19 (10.61%) Scala
9 15 (8.38%) PHP
10 12 (6.70%) Bash Shell
11 11 (6.15%) Go
12 10 (5.59%) T-SQL
13 9 (5.03%) Kotlin
14 8 (4.47%) C++
14 8 (4.47%) PL/SQL
15 7 (3.91%) ES6
16 6 (3.35%) PowerShell
17 5 (2.79%) Perl
18 4 (2.23%) F#
18 4 (2.23%) TypeScript
Qualifications
1 26 (14.53%) Degree
2 9 (5.03%) Computer Science Degree
3 6 (3.35%) Security Cleared
4 5 (2.79%) SC Cleared
Quality Assurance & Compliance
1 6 (3.35%) QA
2 1 (0.56%) Data Quality
2 1 (0.56%) MiFID
System Software
1 39 (21.79%) Docker
2 3 (1.68%) VMware Infrastructure
3 2 (1.12%) Virtual Servers
4 1 (0.56%) Active Directory
4 1 (0.56%) HDFS
4 1 (0.56%) Virtual Machines
Systems Management
1 19 (10.61%) Prometheus
2 18 (10.06%) Puppet
3 17 (9.50%) Opscode Chef
3 17 (9.50%) Terraform
4 16 (8.94%) Kubernetes
5 14 (7.82%) Ansible
6 11 (6.15%) Nagios
6 11 (6.15%) ZABBIX
7 8 (4.47%) logstash
8 7 (3.91%) Graphite
9 5 (2.79%) Docker Swarm
10 4 (2.23%) Cobbler
10 4 (2.23%) Grafana
10 4 (2.23%) Rancher
10 4 (2.23%) Tivoli
11 1 (0.56%) Kibana
11 1 (0.56%) rkt
Vendors
1 18 (10.06%) Oracle
2 12 (6.70%) Google
3 11 (6.15%) Microsoft
4 4 (2.23%) Ariba
4 4 (2.23%) New Relic
4 4 (2.23%) Rackspace
4 4 (2.23%) SAP
4 4 (2.23%) SEEBURGER
4 4 (2.23%) Splunk
4 4 (2.23%) TIBCO
5 3 (1.68%) Atlassian
5 3 (1.68%) Facebook
5 3 (1.68%) Hortonworks
5 3 (1.68%) Solace
5 3 (1.68%) Tableau
5 3 (1.68%) VMware
6 2 (1.12%) Cloudera
6 2 (1.12%) Cypress Semiconductor
6 2 (1.12%) Sitecore
6 2 (1.12%) Sun