Period
to 23 May 2018

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 May 2018 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 May 2018
Same period 2017 Same period 2016
Rank 93 117 92
Rank change year-on-year +24 -25 +66
Contract jobs citing MongoDB 186 135 163
As % of all contract IT jobs advertised in the City of London 2.68% 2.20% 2.53%
As % of the Database & Business Intelligence category 10.65% 7.95% 9.71%
Number of daily rates quoted 171 119 124
City of London median daily rate £550 £513 £500
Median daily rate % change year-on-year +7.32% +2.50% +5.26%
10th Percentile £388 £363 £363
90th Percentile £638 £638 £613
Central London median daily rate £525 £519 £500
% change year-on-year +1.20% +3.75% +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 1,746 1,699 1,679
As % of all contract IT jobs advertised in the City of London 25.19% 27.66% 26.01%
Number of daily rates quoted 1,442 1,346 1,326
City of London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £363 £328 £313
90th Percentile £675 £647 £638
Central London median daily rate £513 £490 £475
% change year-on-year +4.59% +3.16% +5.56%
Number of hourly rates quoted 10 1 10
City of London median hourly rate £22.25 £22.34 £19.00
Median hourly rate % change year-on-year -0.38% +17.55% -47.22%
10th Percentile £20.63 £21.67 £16.03
90th Percentile £36.90 £23.00 £60.00
Central London median hourly rate £30.00 £22.34 £19.00
% change year-on-year +34.32% +17.55% -30.44%

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 May 2018.

Contractor daily rate histogram for MongoDB in the City of London

For the 6 months to 23 May 2018, IT contractor 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 contract job ads across the City of London region with a requirement for MongoDB.

1 110 (59.14%) Agile Software Development
2 91 (48.92%) Java
3 83 (44.62%) Docker
4 78 (41.94%) Amazon AWS
5 77 (41.40%) Linux
6 62 (33.33%) NoSQL
6 62 (33.33%) Microservices
7 61 (32.80%) Git (software)
8 59 (31.72%) TDD
9 58 (31.18%) JavaScript
9 58 (31.18%) Python
10 55 (29.57%) REST
10 55 (29.57%) DevOps
11 52 (27.96%) Kafka
11 52 (27.96%) HTML
12 51 (27.42%) AngularJS
12 51 (27.42%) Java 8
13 50 (26.88%) Jenkins
14 49 (26.34%) PostgreSQL
15 46 (24.73%) CSS
16 44 (23.66%) BDD
16 44 (23.66%) HTML5
17 41 (22.04%) Spring
18 37 (19.89%) TCP/IP
18 37 (19.89%) SSL
18 37 (19.89%) Apache Spark
19 36 (19.35%) Big Data
19 36 (19.35%) Software Engineering
20 35 (18.82%) Scala
21 34 (18.28%) HTTP

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 37 (19.89%) Apache Spark
2 27 (14.52%) Elasticsearch
3 16 (8.60%) Apache
4 10 (5.38%) Apache Pig
5 9 (4.84%) nginx
6 7 (3.76%) Tomcat
7 6 (3.23%) Cloud Foundry
8 5 (2.69%) NServiceBus
9 3 (1.61%) Adobe Experience Manager
9 3 (1.61%) CMS
9 3 (1.61%) Confluence
9 3 (1.61%) OpenStack
10 2 (1.08%) Apache Airflow
10 2 (1.08%) IBM Domino
10 2 (1.08%) JBoss
10 2 (1.08%) Luigi
10 2 (1.08%) WebLogic
10 2 (1.08%) WebSphere
11 1 (0.54%) Anypoint
11 1 (0.54%) SharePoint
Applications
1 2 (1.08%) Microsoft Excel
2 1 (0.54%) Chatbot
Business Applications
1 5 (2.69%) Distributed Ledger
Cloud Services
1 78 (41.94%) Amazon AWS
2 30 (16.13%) Heroku
3 28 (15.05%) Microsoft Azure
4 15 (8.06%) GitHub
5 9 (4.84%) SaaS
6 7 (3.76%) PaaS
7 6 (3.23%) IaaS
8 5 (2.69%) Google Cloud Platform
9 3 (1.61%) Amazon SQS
10 2 (1.08%) Amazon S3
10 2 (1.08%) Cloud Computing
11 1 (0.54%) Amazon EC2
11 1 (0.54%) Amazon ElastiCache
11 1 (0.54%) Amazon ELB
11 1 (0.54%) AWS CloudFormation
11 1 (0.54%) AWS Lambda
11 1 (0.54%) CloudFront
11 1 (0.54%) NuGet
11 1 (0.54%) OpenShift
11 1 (0.54%) Route 53
Communications & Networking
1 37 (19.89%) SSL
1 37 (19.89%) TCP/IP
2 34 (18.28%) HTTP
3 32 (17.20%) DNS
4 28 (15.05%) FTP
5 7 (3.76%) Firewall
6 4 (2.15%) Intranet
6 4 (2.15%) Kerberos
7 2 (1.08%) BIG-IP
7 2 (1.08%) Internet
8 1 (0.54%) Intrusion Detection
Database & Business Intelligence
1 62 (33.33%) NoSQL
2 49 (26.34%) PostgreSQL
3 36 (19.35%) Big Data
4 34 (18.28%) MySQL
5 28 (15.05%) Apache Cassandra
6 24 (12.90%) Hadoop
6 24 (12.90%) Redis
7 21 (11.29%) Apache Hive
8 18 (9.68%) Relational Database
9 15 (8.06%) SQL Server
10 10 (5.38%) Amazon DynamoDB
11 9 (4.84%) Data Warehouse
12 8 (4.30%) HBase
12 8 (4.30%) RDBMS
12 8 (4.30%) Sqoop
13 7 (3.76%) Impala
14 6 (3.23%) CouchDB
14 6 (3.23%) RavenDB
15 5 (2.69%) Blockchain
16 3 (1.61%) Couchbase
Development Applications
1 61 (32.80%) Git (software)
2 50 (26.88%) Jenkins
3 28 (15.05%) GitLab
4 23 (12.37%) Gradle
5 21 (11.29%) gulp
5 21 (11.29%) Spock
6 20 (10.75%) Gatling
6 20 (10.75%) Geb
7 12 (6.45%) TeamCity
8 9 (4.84%) JIRA
9 8 (4.30%) JUnit
10 6 (3.23%) CircleCI
10 6 (3.23%) Maven
11 5 (2.69%) Artifactory
12 4 (2.15%) Cucumber
12 4 (2.15%) Octopus Deploy
13 3 (1.61%) Mocha
13 3 (1.61%) Mockito
13 3 (1.61%) Subversion
13 3 (1.61%) webpack
General
1 21 (11.29%) Finance
2 12 (6.45%) Banking
3 10 (5.38%) Retail
4 7 (3.76%) Investment Banking
5 4 (2.15%) Mandarin Language
5 4 (2.15%) Marketing
6 3 (1.61%) Front Office
6 3 (1.61%) Games
7 2 (1.08%) Cantonese Language
7 2 (1.08%) French Language
7 2 (1.08%) German Language
7 2 (1.08%) Italian Language
7 2 (1.08%) Japanese Language
7 2 (1.08%) Legal
7 2 (1.08%) Russian Language
7 2 (1.08%) Spanish Language
8 1 (0.54%) Advertising
8 1 (0.54%) Hindi Language
Job Titles
1 92 (49.46%) Developer
2 46 (24.73%) Java Developer
3 30 (16.13%) DevOps Engineer
4 23 (12.37%) Agile Developer
5 21 (11.29%) Agile Java Developer
6 18 (9.68%) Senior Developer
7 16 (8.60%) Data Engineer
8 15 (8.06%) Senior Java Developer
9 11 (5.91%) Ruby Developer
10 10 (5.38%) Full Stack Developer
10 10 (5.38%) Python Developer
11 8 (4.30%) Architect
11 8 (4.30%) Big Data Engineer
11 8 (4.30%) Software Engineer
12 7 (3.76%) .NET Developer
12 7 (3.76%) Python Engineer
12 7 (3.76%) Senior DevOps
13 6 (3.23%) AWS DevOps
13 6 (3.23%) AWS Engineer
13 6 (3.23%) C# Developer
Libraries, Frameworks & Software Standards
1 55 (29.57%) REST
2 52 (27.96%) HTML
2 52 (27.96%) Kafka
3 51 (27.42%) AngularJS
4 46 (24.73%) CSS
5 44 (23.66%) HTML5
6 41 (22.04%) Spring
7 34 (18.28%) SOAP
8 29 (15.59%) Spring Boot
9 28 (15.05%) OAuth
9 28 (15.05%) OAuth2
9 28 (15.05%) React
10 23 (12.37%) Dropwizard
11 22 (11.83%) RabbitMQ
12 21 (11.29%) Ember.js
13 20 (10.75%) Guice
13 20 (10.75%) Node.js
13 20 (10.75%) Ratpack
13 20 (10.75%) WireMock
14 16 (8.60%) Web Services
Miscellaneous
1 14 (7.53%) Device Driver
2 12 (6.45%) Fintech
3 10 (5.38%) Greenfield Project
4 9 (4.84%) Credit Risk
5 7 (3.76%) Computer Science
6 6 (3.23%) Cloud Native
7 4 (2.15%) Analytical Skills
7 4 (2.15%) Mobile App
8 3 (1.61%) Algorithms
8 3 (1.61%) Derivative
8 3 (1.61%) Equity Derivative
8 3 (1.61%) Foreign Exchange (FX)
8 3 (1.61%) Private Cloud
8 3 (1.61%) Replication
9 2 (1.08%) Fixed Income
9 2 (1.08%) iPad
9 2 (1.08%) Linux Command Line
9 2 (1.08%) Market Risk
10 1 (0.54%) Enterprise Software
10 1 (0.54%) Mobile Banking
Operating Systems
1 77 (41.40%) Linux
2 20 (10.75%) Ubuntu
3 15 (8.06%) CentOS
4 10 (5.38%) Red Hat Enterprise Linux
5 8 (4.30%) Unix
6 5 (2.69%) Windows
7 1 (0.54%) Mac OS
7 1 (0.54%) Windows Server
7 1 (0.54%) Windows Server 2008
Processes & Methodologies
1 110 (59.14%) Agile Software Development
2 62 (33.33%) Microservices
3 59 (31.72%) TDD
4 55 (29.57%) DevOps
5 44 (23.66%) BDD
6 36 (19.35%) Software Engineering
7 28 (15.05%) OWASP
8 23 (12.37%) Digital Transformation Programme
8 23 (12.37%) E-Commerce
9 22 (11.83%) Domain-Driven Design
9 22 (11.83%) Machine Learning
10 20 (10.75%) Continuous Integration
11 17 (9.14%) High Availability
12 15 (8.06%) Scrum
13 14 (7.53%) Immutable Infrastructure
14 13 (6.99%) ETL
14 13 (6.99%) MapReduce
15 12 (6.45%) Continuous Delivery
16 11 (5.91%) Analytics
17 10 (5.38%) OO
Programming Languages
1 91 (48.92%) Java
2 58 (31.18%) JavaScript
2 58 (31.18%) Python
3 51 (27.42%) Java 8
4 35 (18.82%) Scala
5 30 (16.13%) SQL
6 29 (15.59%) Bash Shell
6 29 (15.59%) ES6
7 24 (12.90%) Go
7 24 (12.90%) Ruby
7 24 (12.90%) TypeScript
8 18 (9.68%) Groovy
9 14 (7.53%) C#
10 10 (5.38%) Shell Script
11 6 (3.23%) R
12 5 (2.69%) Perl
13 4 (2.15%) PHP
14 3 (1.61%) C++
14 3 (1.61%) PL/SQL
14 3 (1.61%) T-SQL
Qualifications
1 7 (3.76%) Degree
2 6 (3.23%) Computer Science Degree
3 4 (2.15%) Security Cleared
4 2 (1.08%) Master's Degree
4 2 (1.08%) SC Cleared
5 1 (0.54%) DBS Check
5 1 (0.54%) MCSD
5 1 (0.54%) Microsoft Certification
5 1 (0.54%) Numerate Degree
Quality Assurance & Compliance
1 4 (2.15%) QA
2 1 (0.54%) Data Quality
2 1 (0.54%) GDPR
System Software
1 83 (44.62%) Docker
2 8 (4.30%) Apache Flume
2 8 (4.30%) HDFS
3 5 (2.69%) vCloud
Systems Management
1 20 (10.75%) Docker Swarm
2 18 (9.68%) Ansible
3 17 (9.14%) Kubernetes
3 17 (9.14%) Puppet
4 16 (8.60%) Grafana
5 14 (7.53%) Icinga
5 14 (7.53%) Nagios
5 14 (7.53%) Prometheus
6 8 (4.30%) Marathon
6 8 (4.30%) Mesos
7 7 (3.76%) Oozie
7 7 (3.76%) Opscode Chef
7 7 (3.76%) Terraform
8 6 (3.23%) Hadoop YARN
9 4 (2.15%) Salt
10 3 (1.61%) Consul
10 3 (1.61%) Control-M
10 3 (1.61%) HAProxy
10 3 (1.61%) Kibana
11 2 (1.08%) ITRS Geneos
Vendors
1 19 (10.22%) Google
2 16 (8.60%) Oracle
2 16 (8.60%) Red Hat
3 14 (7.53%) Microsoft
4 12 (6.45%) Cloudera
5 9 (4.84%) SaltStack
6 8 (4.30%) Hortonworks
7 7 (3.76%) Tableau
8 6 (3.23%) Splunk
9 5 (2.69%) MapR
9 5 (2.69%) Solace
9 5 (2.69%) VMware
10 4 (2.15%) Sybase
10 4 (2.15%) Talend
11 3 (1.61%) Adobe
11 3 (1.61%) IBM
11 3 (1.61%) Informatica
11 3 (1.61%) SAP
12 2 (1.08%) Bloomberg
12 2 (1.08%) Reuters