Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 17 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > London
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 135 104 120
Rank change year-on-year -31 +16 +46
Permanent jobs citing MongoDB 1,790 2,109 2,241
As % of all permanent IT jobs advertised in London 2.55% 2.97% 2.67%
As % of the Database & Business Intelligence category 8.48% 9.97% 8.67%
Number of salaries quoted 1,491 1,896 1,977
London median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +9.09%
10th Percentile £43,750 £41,250 £41,250
90th Percentile £96,250 £87,500 £85,000
England median annual salary £55,000 £55,000 £55,000

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 21,098 21,147 25,839
As % of all permanent IT jobs advertised in London 30.06% 29.74% 30.81%
Number of salaries quoted 17,180 18,480 22,044
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £88,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

MongoDB
Job Vacancy Trend in London

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

Job vacancy trend for MongoDB in London

MongoDB
Salary Trend in London

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

Salary trend for MongoDB in London

MongoDB
Salary Histogram in London

The salary distribution of IT jobs citing MongoDB in London over the 6 months to 17 January 2018.

Salary histogram for MongoDB in London

MongoDB
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the London region over the 6 months to 17 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +12 427 £62,500 +4.17% 68
West London +18 128 £60,000 +4.35% 34
South London -3 27 £56,250 -6.25% 6
East London 0 12 £62,500 +19.05% 12
North London +1 7 £55,000 -4.35% 1
MongoDB
England

For the 6 months to 17 January 2018, 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 London region with a requirement for MongoDB.

1 991 (55.36%) Agile Software Development
2 768 (42.91%) NoSQL
3 758 (42.35%) JavaScript
4 678 (37.88%) Java
5 589 (32.91%) SQL
6 582 (32.51%) Amazon AWS
7 571 (31.90%) Python
8 541 (30.22%) Finance
9 522 (29.16%) Node.js
10 511 (28.55%) DevOps
11 504 (28.16%) Docker
12 490 (27.37%) TDD
13 484 (27.04%) Linux
14 450 (25.14%) AngularJS
15 435 (24.30%) HTML
16 427 (23.85%) Microservices
17 411 (22.96%) .NET
18 409 (22.85%) MySQL
19 403 (22.51%) C#
20 377 (21.06%) CSS
21 372 (20.78%) Software Engineering
22 365 (20.39%) Scrum
23 359 (20.06%) Apache Cassandra
24 354 (19.78%) Microsoft Azure
25 347 (19.39%) Degree
26 338 (18.88%) Hadoop
26 338 (18.88%) Continuous Integration
27 332 (18.55%) Big Data
28 329 (18.38%) Elasticsearch
29 318 (17.77%) React

MongoDB
Co-occurring IT Skills in 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
1 329 (18.38%) Elasticsearch
2 263 (14.69%) Apache Spark
3 132 (7.37%) Apache
4 108 (6.03%) OpenStack
5 85 (4.75%) Apache Solr
6 70 (3.91%) nginx
7 61 (3.41%) Apache Pig
8 60 (3.35%) IIS
9 55 (3.07%) Tomcat
10 49 (2.74%) Confluence
11 47 (2.63%) SAS
12 38 (2.12%) CMS
13 34 (1.90%) JBoss
14 32 (1.79%) Jetty
15 22 (1.23%) EPiServer
16 18 (1.01%) Cloud Foundry
16 18 (1.01%) Oracle SOA Suite
16 18 (1.01%) WebSphere
17 15 (0.84%) CloudStack
17 15 (0.84%) SharePoint
Applications
1 19 (1.06%) SPSS
2 18 (1.01%) Microsoft Excel
3 7 (0.39%) Weka
4 5 (0.28%) Photoshop
5 4 (0.22%) CPLEX
5 4 (0.22%) HipChat
6 2 (0.11%) GNU Octave
6 2 (0.11%) Microsoft Office
7 1 (0.056%) Maya
7 1 (0.056%) Microsoft PowerPoint
7 1 (0.056%) Stata
Business Applications
1 8 (0.45%) Magento
2 6 (0.34%) Workday HCM
3 5 (0.28%) Eloqua
4 4 (0.22%) BusinessWorks
4 4 (0.22%) Dynamics CRM
4 4 (0.22%) Unit4 Business World
5 3 (0.17%) NetSuite
6 2 (0.11%) Dynamics NAV
6 2 (0.11%) ION MarketView
7 1 (0.056%) Adobe Campaign
7 1 (0.056%) Distributed Ledger
7 1 (0.056%) FastStats PeopleStage
7 1 (0.056%) SAP Hybris
7 1 (0.056%) Unica
Cloud Services
1 582 (32.51%) Amazon AWS
2 354 (19.78%) Microsoft Azure
3 113 (6.31%) SaaS
4 83 (4.64%) Google Cloud Platform
5 72 (4.02%) GitHub
6 62 (3.46%) PaaS
7 44 (2.46%) Amazon EC2
8 43 (2.40%) npm
9 38 (2.12%) Amazon S3
10 34 (1.90%) Cloud Computing
11 27 (1.51%) Slack
12 25 (1.40%) IaaS
13 20 (1.12%) Amazon Kinesis
14 19 (1.06%) Trello
15 18 (1.01%) AWS CloudFormation
16 17 (0.95%) CloudFront
16 17 (0.95%) Virtual Private Cloud
17 14 (0.78%) Amazon SQS
17 14 (0.78%) Serverless
18 12 (0.67%) Google Play
Communications & Networking
1 50 (2.79%) Internet
2 45 (2.51%) HTTP
3 32 (1.79%) Firewall
4 26 (1.45%) TCP/IP
5 17 (0.95%) DNS
6 13 (0.73%) SMPP
7 10 (0.56%) SAN
7 10 (0.56%) VLAN
8 6 (0.34%) VPN
9 5 (0.28%) Kerberos
9 5 (0.28%) SMTP
9 5 (0.28%) SSL
10 3 (0.17%) AMQP
10 3 (0.17%) LDAP
10 3 (0.17%) SMS
11 2 (0.11%) Broadband
11 2 (0.11%) LAN
11 2 (0.11%) NAS
11 2 (0.11%) OpenVPN
11 2 (0.11%) Skype
Database & Business Intelligence
1 768 (42.91%) NoSQL
2 409 (22.85%) MySQL
3 359 (20.06%) Apache Cassandra
4 338 (18.88%) Hadoop
5 332 (18.55%) Big Data
6 293 (16.37%) SQL Server
7 234 (13.07%) Redis
8 220 (12.29%) PostgreSQL
9 134 (7.49%) Apache Hive
10 133 (7.43%) Relational Database
11 132 (7.37%) HBase
12 113 (6.31%) Amazon DynamoDB
13 91 (5.08%) Neo4j
14 89 (4.97%) Couchbase
15 58 (3.24%) SQL Server Integration Services
16 54 (3.02%) SQL Server Reporting Services
17 44 (2.46%) SQL Server 2008
18 42 (2.35%) RDBMS
19 40 (2.23%) Data Mining
20 37 (2.07%) Data Warehouse
Development Applications
1 311 (17.37%) Jenkins
2 303 (16.93%) Git (software)
3 111 (6.20%) TeamCity
4 100 (5.59%) JIRA
5 84 (4.69%) webpack
6 82 (4.58%) gulp
7 79 (4.41%) Maven
8 78 (4.36%) Octopus Deploy
9 68 (3.80%) Team Foundation Server
10 67 (3.74%) Vagrant
11 66 (3.69%) Grunt
12 60 (3.35%) Subversion
13 48 (2.68%) Gradle
14 43 (2.40%) Atlassian Bamboo
15 41 (2.29%) Bower
15 41 (2.29%) Selenium
16 37 (2.07%) Mocha
16 37 (2.07%) Travis CI
17 36 (2.01%) Protractor
17 36 (2.01%) Visual Studio
General
1 541 (30.22%) Finance
2 199 (11.12%) Banking
3 100 (5.59%) Retail
4 87 (4.86%) Marketing
5 83 (4.64%) Games
6 67 (3.74%) Advertising
7 31 (1.73%) Telecoms
8 24 (1.34%) Legal
9 20 (1.12%) Publishing
10 18 (1.01%) Investment Banking
11 16 (0.89%) Manufacturing
12 14 (0.78%) Front Office
13 12 (0.67%) Law
14 6 (0.34%) Electronics
14 6 (0.34%) French Language
14 6 (0.34%) German Language
14 6 (0.34%) Online Betting
14 6 (0.34%) Spanish Language
15 5 (0.28%) Automotive
15 5 (0.28%) Digital Economy
Job Titles
1 923 (51.56%) Developer
2 231 (12.91%) Java Developer
3 203 (11.34%) Senior Developer
4 178 (9.94%) Full Stack Developer
5 157 (8.77%) DevOps Engineer
6 144 (8.04%) .NET Developer
7 138 (7.71%) Software Engineer
8 135 (7.54%) JavaScript Developer
9 124 (6.93%) Architect
10 112 (6.26%) C# Developer
11 108 (6.03%) Lead Developer
12 84 (4.69%) Node.js Developer
13 81 (4.53%) C# .NET Developer
14 79 (4.41%) PHP Developer
14 79 (4.41%) Python Developer
15 78 (4.36%) Front End Developer (Client-Side Developer)
16 66 (3.69%) DBA
17 65 (3.63%) Data Engineer
17 65 (3.63%) Senior Software Engineer
18 62 (3.46%) Solutions Architect
Libraries, Frameworks & Software Standards
1 522 (29.16%) Node.js
2 450 (25.14%) AngularJS
3 435 (24.30%) HTML
4 411 (22.96%) .NET
5 377 (21.06%) CSS
6 318 (17.77%) React
7 257 (14.36%) REST
8 239 (13.35%) RESTful
9 230 (12.85%) HTML5
10 218 (12.18%) Web Services
11 173 (9.66%) RabbitMQ
12 172 (9.61%) Kafka
13 168 (9.39%) Spring
14 155 (8.66%) ASP.NET
15 122 (6.82%) ASP.NET MVC
16 109 (6.09%) ASP.NET Web API
17 108 (6.03%) CSS3
18 90 (5.03%) jQuery
19 85 (4.75%) Sass
20 82 (4.58%) Angular 2
Miscellaneous
1 271 (15.14%) Computer Science
2 174 (9.72%) Analytical Skills
3 148 (8.27%) Fintech
4 108 (6.03%) Greenfield Project
5 99 (5.53%) Algorithms
6 93 (5.20%) User Experience
7 62 (3.46%) Clustering
8 55 (3.07%) Data Centre
9 52 (2.91%) Enterprise Software
10 43 (2.40%) Mobile App
11 32 (1.79%) Data Structures
11 32 (1.79%) Hedge funds
12 31 (1.73%) Linux Command Line
13 30 (1.68%) Cloud Native
14 22 (1.23%) Cyberthreat
15 20 (1.12%) Internet of Things
15 20 (1.12%) Management Information System
15 20 (1.12%) Private Cloud
16 17 (0.95%) e-Health
16 17 (0.95%) Social Media
Operating Systems
1 484 (27.04%) Linux
2 162 (9.05%) Windows
3 78 (4.36%) Unix
4 62 (3.46%) Apple iOS
5 58 (3.24%) Windows Server
6 45 (2.51%) Android
7 25 (1.40%) Ubuntu
8 17 (0.95%) CentOS
9 16 (0.89%) Debian
10 9 (0.50%) Windows 7
11 8 (0.45%) CoreOS
11 8 (0.45%) Windows 10
12 6 (0.34%) Mac OS X
12 6 (0.34%) Windows Server 2012
13 5 (0.28%) Red Hat Enterprise Linux
13 5 (0.28%) VMS
14 3 (0.17%) AIX
14 3 (0.17%) FreeBSD
14 3 (0.17%) Mac OS
15 2 (0.11%) Mesosphere
Processes & Methodologies
1 991 (55.36%) Agile Software Development
2 511 (28.55%) DevOps
3 490 (27.37%) TDD
4 427 (23.85%) Microservices
5 372 (20.78%) Software Engineering
6 365 (20.39%) Scrum
7 338 (18.88%) Continuous Integration
8 302 (16.87%) MVC
9 284 (15.87%) BDD
10 256 (14.30%) Analytics
11 228 (12.74%) Machine Learning
12 219 (12.23%) Open Source
13 179 (10.00%) E-Commerce
14 167 (9.33%) OO
15 136 (7.60%) Front End Development
16 120 (6.70%) Kanban
17 116 (6.48%) Performance Tuning
18 114 (6.37%) Mathematics
19 107 (5.98%) Configuration Management
19 107 (5.98%) Mentoring
Programming Languages
1 758 (42.35%) JavaScript
2 678 (37.88%) Java
3 589 (32.91%) SQL
4 571 (31.90%) Python
5 403 (22.51%) C#
6 248 (13.85%) Scala
7 237 (13.24%) PHP
8 151 (8.44%) Ruby
9 114 (6.37%) Go
10 113 (6.31%) Bash Shell
11 104 (5.81%) C++
12 99 (5.53%) R
13 88 (4.92%) ES6
14 86 (4.80%) PowerShell
15 70 (3.91%) TypeScript
16 69 (3.85%) Perl
17 56 (3.13%) Shell Script
17 56 (3.13%) T-SQL
18 34 (1.90%) Groovy
19 30 (1.68%) F#
Qualifications
1 347 (19.39%) Degree
2 149 (8.32%) Computer Science Degree
3 32 (1.79%) Security Cleared
4 29 (1.62%) Master's Degree
5 25 (1.40%) PhD
6 20 (1.12%) Numerate Degree
7 8 (0.45%) Microsoft Certification
8 6 (0.34%) AWS Certification
9 4 (0.22%) DV Cleared
9 4 (0.22%) MCITP
9 4 (0.22%) MCTS
9 4 (0.22%) SC Cleared
10 2 (0.11%) CISSP
10 2 (0.11%) MCSE
11 1 (0.056%) CCIE
11 1 (0.056%) CCNA
11 1 (0.056%) Cisco Certification
11 1 (0.056%) CISM
11 1 (0.056%) JNCIA
11 1 (0.056%) MCSD
Quality Assurance & Compliance
1 50 (2.79%) QA
2 29 (1.62%) GCP
3 14 (0.78%) Data Quality
4 9 (0.50%) GDPR
5 5 (0.28%) SEPA
5 5 (0.28%) SLA
6 4 (0.22%) Actionable Recommendations
6 4 (0.22%) MiFID
6 4 (0.22%) PCI DSS
7 3 (0.17%) Solvency II
8 1 (0.056%) Dodd-Frank
8 1 (0.056%) EMIR
8 1 (0.056%) FATCA
8 1 (0.056%) HIPAA
8 1 (0.056%) ISO/IEC 27001
8 1 (0.056%) PSD2
System Software
1 504 (28.16%) Docker
2 35 (1.96%) Apache Flume
3 32 (1.79%) HDFS
4 26 (1.45%) VMware Infrastructure
5 15 (0.84%) Varnish
6 11 (0.61%) Active Directory
7 8 (0.45%) Apache ZooKeeper
7 8 (0.45%) Virtual Machines
7 8 (0.45%) VirtualBox
8 6 (0.34%) Microsoft App-V
8 6 (0.34%) NFS
8 6 (0.34%) VMware ESXi
9 4 (0.22%) XenDesktop
10 3 (0.17%) iptables
10 3 (0.17%) Xen
11 2 (0.11%) Hyper-V
11 2 (0.11%) MapR-FS
12 1 (0.056%) Corosync
12 1 (0.056%) Kamailio
12 1 (0.056%) KVM
Systems Management
1 245 (13.69%) Ansible
2 240 (13.41%) Puppet
3 210 (11.73%) Kubernetes
4 176 (9.83%) Opscode Chef
5 104 (5.81%) Terraform
6 44 (2.46%) Nagios
7 33 (1.84%) ZABBIX
8 31 (1.73%) Kibana
9 27 (1.51%) Mesos
10 25 (1.40%) Docker Swarm
11 20 (1.12%) Salt
12 19 (1.06%) logstash
13 16 (0.89%) HAProxy
14 15 (0.84%) CFEngine
15 14 (0.78%) Graphite
16 13 (0.73%) Grafana
17 12 (0.67%) Hadoop YARN
18 10 (0.56%) Graylog
19 9 (0.50%) Packer
20 8 (0.45%) Perfmon
Vendors
1 163 (9.11%) Oracle
2 145 (8.10%) Microsoft
3 110 (6.15%) Google
4 69 (3.85%) VMware
5 48 (2.68%) Splunk
6 40 (2.23%) Zend
7 36 (2.01%) Tableau
8 35 (1.96%) Cloudera
9 33 (1.84%) New Relic
9 33 (1.84%) RedGate
10 28 (1.56%) SaltStack
11 25 (1.40%) Hortonworks
12 24 (1.34%) Atlassian
12 24 (1.34%) SAP
13 23 (1.28%) Sybase
14 22 (1.23%) Red Hat
15 20 (1.12%) AppDynamics
15 20 (1.12%) Apple
15 20 (1.12%) IBM
15 20 (1.12%) Vertica