Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
Central London > City of London
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 98 93 126
Rank change year-on-year -5 +33 +36
Contract jobs citing MongoDB 170 185 157
As % of all contract IT jobs advertised in the City of London 2.38% 2.76% 1.74%
As % of the Database & Business Intelligence category 9.74% 10.53% 6.66%
Number of daily rates quoted 141 153 144
City of London median daily rate £550 £525 £500
Median daily rate % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £413 £378 £350
90th Percentile £638 £650 £588
Central London median daily rate £525 £525 £500
% change year-on-year - +5.00% +5.26%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract 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
Contract vacancies with a requirement for database or business intelligence skills 1745 1757 2359
As % of all contract IT jobs advertised in the City of London 24.44% 26.23% 26.08%
Number of daily rates quoted 1422 1398 1887
City of London median daily rate £525 £475 £463
Median daily rate % change year-on-year +10.53% +2.70% +6.32%
10th Percentile £363 £325 £313
90th Percentile £700 £675 £638
Central London median daily rate £525 £475 £450
% change year-on-year +10.53% +5.56% +5.88%
Number of hourly rates quoted 11 1 9
City of London median hourly rate £27.50 £45.00 £25.00
Median hourly rate % change year-on-year -38.89% +80.00% -18.88%
10th Percentile £20.75 £42.50 £16.25
90th Percentile £33.25 £47.50 £70.75
Central London median hourly rate £25.99 £45.00 £21.98
% change year-on-year -42.24% +104.78% -25.46%

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
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MongoDB in the City of London.

Contractor daily rate trend for MongoDB in the City of London

MongoDB
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing MongoDB in the City of London over the 6 months to 23 November 2017.

Contractor daily rate histogram for MongoDB in the City of London

For the 6 months to 23 November 2017, IT contractor jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for MongoDB.

1 131 (77.06%) Agile Software Development
2 103 (60.59%) Java
3 90 (52.94%) TDD
4 75 (44.12%) JavaScript
4 75 (44.12%) BDD
5 68 (40.00%) Git (software)
6 65 (38.24%) Amazon AWS
7 59 (34.71%) NoSQL
8 54 (31.76%) Finance
9 53 (31.18%) Web Services
10 47 (27.65%) HTML
10 47 (27.65%) Banking
11 46 (27.06%) DevOps
12 45 (26.47%) Software Engineering
13 44 (25.88%) React
13 44 (25.88%) AngularJS
13 44 (25.88%) Jenkins
14 42 (24.71%) HTML5
14 42 (24.71%) Microservices
15 41 (24.12%) Big Data
15 41 (24.12%) SQL
15 41 (24.12%) Scrum
16 40 (23.53%) CSS
16 40 (23.53%) Continuous Integration
16 40 (23.53%) Hadoop
17 38 (22.35%) Test Automation
18 36 (21.18%) JIRA
19 35 (20.59%) Domain-Driven Design
20 34 (20.00%) PostgreSQL
21 33 (19.41%) Pair Programming

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 (16.47%) Apache Spark
2 18 (10.59%) Confluence
3 14 (8.24%) Elasticsearch
4 5 (2.94%) Apache
5 4 (2.35%) JBoss
5 4 (2.35%) nginx
6 3 (1.76%) Apache Solr
6 3 (1.76%) NServiceBus
6 3 (1.76%) OpenStack
6 3 (1.76%) Oracle Coherence
7 2 (1.18%) Apache Pig
7 2 (1.18%) CMS
7 2 (1.18%) EPiServer
7 2 (1.18%) SAS
7 2 (1.18%) Sitecore CMS
8 1 (0.59%) Anypoint
8 1 (0.59%) Cloud Foundry
8 1 (0.59%) Jetty
8 1 (0.59%) Tomcat
8 1 (0.59%) WebLogic
Business Applications
1 2 (1.18%) Eloqua
Cloud Services
1 65 (38.24%) Amazon AWS
2 15 (8.82%) Microsoft Azure
3 7 (4.12%) GitHub
4 6 (3.53%) Amazon SQS
4 6 (3.53%) AWS CloudFormation
4 6 (3.53%) Heroku
5 5 (2.94%) Google Play
5 5 (2.94%) npm
6 4 (2.35%) Amazon Kinesis
6 4 (2.35%) Google Cloud Platform
6 4 (2.35%) PaaS
6 4 (2.35%) Serverless
7 3 (1.76%) Cloud Computing
7 3 (1.76%) Google Container Engine
7 3 (1.76%) SaaS
7 3 (1.76%) Slack
8 2 (1.18%) Amazon EC2
8 2 (1.18%) Amazon S3
8 2 (1.18%) CloudFront
8 2 (1.18%) Route 53
Communications & Networking
1 15 (8.82%) HTTP
2 12 (7.06%) SSL
2 12 (7.06%) TCP/IP
3 5 (2.94%) DNS
4 3 (1.76%) FTP
4 3 (1.76%) Internet
5 2 (1.18%) Ethernet
5 2 (1.18%) Firewall
5 2 (1.18%) Unified Communications
5 2 (1.18%) VPLS
6 1 (0.59%) HTTPS
Database & Business Intelligence
1 59 (34.71%) NoSQL
2 41 (24.12%) Big Data
3 40 (23.53%) Hadoop
4 34 (20.00%) PostgreSQL
5 27 (15.88%) Apache Cassandra
6 24 (14.12%) MySQL
7 17 (10.00%) SQL Server
8 15 (8.82%) HBase
9 13 (7.65%) Apache Hive
10 11 (6.47%) Neo4j
11 10 (5.88%) Amazon DynamoDB
12 9 (5.29%) CouchDB
13 7 (4.12%) Data Warehouse
13 7 (4.12%) Redis
14 5 (2.94%) InfluxDB
14 5 (2.94%) Sqoop
15 3 (1.76%) Amazon Redshift
15 3 (1.76%) Couchbase
15 3 (1.76%) Relational Database
15 3 (1.76%) Spark SQL
Development Applications
1 68 (40.00%) Git (software)
2 44 (25.88%) Jenkins
3 36 (21.18%) JIRA
4 28 (16.47%) gulp
5 24 (14.12%) Grunt
6 23 (13.53%) IntelliJ
7 16 (9.41%) TeamCity
8 10 (5.88%) Cucumber
9 9 (5.29%) Gradle
10 8 (4.71%) Maven
10 8 (4.71%) SonarQube
11 6 (3.53%) Team Foundation Server
11 6 (3.53%) webpack
12 5 (2.94%) Sonatype Nexus
12 5 (2.94%) Subversion
12 5 (2.94%) Visual Studio
13 4 (2.35%) Jasmine
13 4 (2.35%) Selenium
13 4 (2.35%) SpecFlow
14 3 (1.76%) Mocha
General
1 54 (31.76%) Finance
2 47 (27.65%) Banking
3 26 (15.29%) Investment Banking
4 13 (7.65%) Financial Institution
5 6 (3.53%) Marketing
5 6 (3.53%) Publishing
6 5 (2.94%) Front Office
7 3 (1.76%) Retail
7 3 (1.76%) Telecoms
8 2 (1.18%) Advertising
8 2 (1.18%) Digital Economy
9 1 (0.59%) Electronics
9 1 (0.59%) Manufacturing
Job Titles
1 108 (63.53%) Developer
2 50 (29.41%) Java Developer
3 15 (8.82%) Salesforce Developer
4 14 (8.24%) DevOps Engineer
4 14 (8.24%) Full Stack Developer
5 13 (7.65%) Agile Developer
5 13 (7.65%) Agile Java Developer
6 10 (5.88%) Analyst
6 10 (5.88%) Java Engineer
7 9 (5.29%) Senior Developer
8 7 (4.12%) .NET Developer
8 7 (4.12%) Analyst Developer
8 7 (4.12%) Infrastructure Engineer
8 7 (4.12%) Investment Banking Java Developer
8 7 (4.12%) Lead Developer
8 7 (4.12%) Technical Leader
9 6 (3.53%) JavaScript Developer
9 6 (3.53%) Software Engineer
9 6 (3.53%) SQL Developer
10 5 (2.94%) Senior Analyst
Libraries, Frameworks & Software Standards
1 53 (31.18%) Web Services
2 47 (27.65%) HTML
3 44 (25.88%) AngularJS
3 44 (25.88%) React
4 42 (24.71%) HTML5
5 40 (23.53%) CSS
6 31 (18.24%) Kafka
7 28 (16.47%) Dropwizard
8 26 (15.29%) REST
9 25 (14.71%) Node.js
10 24 (14.12%) Play Framework
10 24 (14.12%) RESTful
10 24 (14.12%) Spring
11 22 (12.94%) Redux
12 21 (12.35%) Hystrix
12 21 (12.35%) Scalatra
13 17 (10.00%) Spring Boot
14 16 (9.41%) .NET
14 16 (9.41%) JSON
15 12 (7.06%) Twitter Bootstrap
Miscellaneous
1 16 (9.41%) Hedge funds
2 12 (7.06%) Greenfield Project
2 12 (7.06%) User Experience
3 11 (6.47%) Reference Data
4 10 (5.88%) Virtual Team
5 8 (4.71%) Analytical Skills
6 6 (3.53%) Credit Risk
6 6 (3.53%) Mobile App
7 5 (2.94%) Enterprise Software
7 5 (2.94%) Fintech
8 4 (2.35%) Market Risk
9 3 (1.76%) Computer Science
9 3 (1.76%) Data Centre
9 3 (1.76%) Derivative
9 3 (1.76%) Interest Rate Derivative
10 2 (1.18%) Algorithms
10 2 (1.18%) Cloud Native
10 2 (1.18%) Data Structures
10 2 (1.18%) Grid Computing
11 1 (0.59%) Clustering
Operating Systems
1 28 (16.47%) Linux
2 12 (7.06%) Android
2 12 (7.06%) Apple iOS
3 9 (5.29%) Unix
4 7 (4.12%) Red Hat Enterprise Linux
4 7 (4.12%) Ubuntu
5 5 (2.94%) Windows
6 3 (1.76%) DC/OS
7 1 (0.59%) AIX
7 1 (0.59%) CentOS
7 1 (0.59%) Debian
7 1 (0.59%) Fedora
7 1 (0.59%) Mac OS X
Processes & Methodologies
1 131 (77.06%) Agile Software Development
2 90 (52.94%) TDD
3 75 (44.12%) BDD
4 46 (27.06%) DevOps
5 45 (26.47%) Software Engineering
6 42 (24.71%) Microservices
7 41 (24.12%) Scrum
8 40 (23.53%) Continuous Integration
9 38 (22.35%) Test Automation
10 35 (20.59%) Domain-Driven Design
11 33 (19.41%) Pair Programming
12 31 (18.24%) MVC
12 31 (18.24%) SOA
13 27 (15.88%) Digital Transformation Programme
13 27 (15.88%) Front End Development
14 26 (15.29%) Refactoring
14 26 (15.29%) SOLID
15 24 (14.12%) Web Application Development
16 23 (13.53%) Web Development
17 22 (12.94%) Kanban
Programming Languages
1 103 (60.59%) Java
2 75 (44.12%) JavaScript
3 41 (24.12%) SQL
4 29 (17.06%) Python
5 28 (16.47%) Groovy
6 24 (14.12%) Scala
7 20 (11.76%) C#
8 14 (8.24%) ES6
9 13 (7.65%) Objective-C
10 10 (5.88%) GraphQL
11 8 (4.71%) Apex Code
11 8 (4.71%) Ruby
12 7 (4.12%) Bash Shell
13 6 (3.53%) TypeScript
14 5 (2.94%) PHP
14 5 (2.94%) R
15 4 (2.35%) Apple Swift
15 4 (2.35%) Go
15 4 (2.35%) T-SQL
16 3 (1.76%) Kotlin
Qualifications
1 6 (3.53%) Security Cleared
2 5 (2.94%) Degree
3 4 (2.35%) SC Cleared
4 1 (0.59%) CHECK Team Member
4 1 (0.59%) Computer Science Degree
Quality Assurance & Compliance
1 25 (14.71%) QA
2 1 (0.59%) Data Quality
2 1 (0.59%) GCP
System Software
1 21 (12.35%) Docker
2 9 (5.29%) HDFS
3 7 (4.12%) vCloud
4 5 (2.94%) Apache Flume
5 3 (1.76%) Apache ZooKeeper
6 1 (0.59%) OpenAM
6 1 (0.59%) OpenIDM
6 1 (0.59%) PowerDNS
6 1 (0.59%) Virtual Machines
6 1 (0.59%) VMware Infrastructure
Systems Management
1 16 (9.41%) Ansible
2 9 (5.29%) Opscode Chef
2 9 (5.29%) Puppet
3 8 (4.71%) Terraform
4 6 (3.53%) Kubernetes
5 5 (2.94%) Grafana
5 5 (2.94%) Kibana
6 3 (1.76%) Docker Swarm
6 3 (1.76%) logstash
6 3 (1.76%) Mesos
6 3 (1.76%) Packer
7 2 (1.18%) HAProxy
7 2 (1.18%) ITRS Geneos
7 2 (1.18%) Oozie
7 2 (1.18%) Rundeck
8 1 (0.59%) BMC PATROL
8 1 (0.59%) ZABBIX
Vendors
1 22 (12.94%) New Relic
2 21 (12.35%) Salesforce.com
3 11 (6.47%) Oracle
4 9 (5.29%) Google
5 7 (4.12%) SaltStack
5 7 (4.12%) VMware
6 5 (2.94%) Apple
6 5 (2.94%) Splunk
7 4 (2.35%) Cloudera
7 4 (2.35%) Microsoft
8 2 (1.18%) Hortonworks
8 2 (1.18%) Marketo
8 2 (1.18%) SAP
8 2 (1.18%) ServiceNow
8 2 (1.18%) Sitecore
8 2 (1.18%) Vertica
9 1 (0.59%) Capita
9 1 (0.59%) Dell
9 1 (0.59%) Greenplum
9 1 (0.59%) Netezza