Period
to 21 January 2018

The following table provides summary statistics for contract job vacancies advertised in 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 21 January 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
England > London
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 116 126 99
Rank change year-on-year +10 -27 +48
Contract jobs citing MongoDB 1,049 889 1,033
As % of all contract IT jobs advertised in London 2.29% 2.14% 2.34%
As % of the Database & Business Intelligence category 9.65% 8.92% 9.74%
Number of daily rates quoted 857 662 869
London median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +5.26%
10th Percentile £406 £375 £350
90th Percentile £650 £650 £625
England median daily rate £500 £488 £475
% change year-on-year +2.49% +2.71% +5.56%
Number of hourly rates quoted 1 0 3
London median hourly rate £35.00 - £50.00
England median hourly rate £45.00 - £50.00

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 10,871 9,963 10,604
As % of all contract IT jobs advertised in London 23.74% 24.01% 24.01%
Number of daily rates quoted 8,182 7,070 7,621
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £351 £325 £310
90th Percentile £650 £638 £631
England median daily rate £473 £430 £425
% change year-on-year +9.88% +1.18% +6.25%
Number of hourly rates quoted 59 46 64
London median hourly rate £26.78 £33.25 £34.00
Median hourly rate % change year-on-year -19.47% -2.21% +23.64%
10th Percentile £17.19 £15.25 £16.00
90th Percentile £58.75 £65.00 £100.00
England median hourly rate £31.15 £27.50 £30.00
% change year-on-year +13.27% -8.33% +9.09%

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
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for MongoDB in London

MongoDB
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing MongoDB in London over the 6 months to 21 January 2018.

Contractor daily rate histogram for MongoDB in London

MongoDB
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing MongoDB in London.

Contractor hourly rate trend for MongoDB in London

MongoDB
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the London region over the 6 months to 21 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -3 216 £525 - 65
West London +7 56 £525 +23.53% 37
South London -7 40 £550 +37.50% 7
East London -11 17 £563 +7.14% 12
MongoDB
England

For the 6 months to 21 January 2018, 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 London region with a requirement for MongoDB.

1 644 (61.39%) Agile Software Development
2 517 (49.29%) Java
3 503 (47.95%) NoSQL
4 360 (34.32%) JavaScript
5 341 (32.51%) TDD
6 324 (30.89%) Git (software)
7 298 (28.41%) Amazon AWS
8 286 (27.26%) DevOps
9 279 (26.60%) BDD
9 279 (26.60%) Linux
10 278 (26.50%) Jenkins
11 270 (25.74%) Python
12 267 (25.45%) AngularJS
13 262 (24.98%) Finance
14 257 (24.50%) SQL
14 257 (24.50%) Docker
15 246 (23.45%) MySQL
16 235 (22.40%) Spring
17 218 (20.78%) Continuous Integration
18 211 (20.11%) HTML
19 210 (20.02%) Scrum
19 210 (20.02%) Microservices
20 205 (19.54%) Hadoop
21 201 (19.16%) Node.js
22 200 (19.07%) React
23 197 (18.78%) PostgreSQL
24 186 (17.73%) C#
25 184 (17.54%) Scala
26 179 (17.06%) Software Engineering
27 169 (16.11%) Puppet

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
1 119 (11.34%) Apache Spark
2 111 (10.58%) Elasticsearch
3 77 (7.34%) Tomcat
4 76 (7.24%) Apache
5 64 (6.10%) JBoss
6 63 (6.01%) nginx
7 57 (5.43%) Confluence
8 48 (4.58%) Apache Pig
9 43 (4.10%) NServiceBus
10 35 (3.34%) Jetty
11 25 (2.38%) OpenStack
12 24 (2.29%) Apache Solr
13 17 (1.62%) Cloud Foundry
14 15 (1.43%) Jupyter
15 14 (1.33%) CMS
15 14 (1.33%) WebLogic
16 13 (1.24%) MQSeries
16 13 (1.24%) Mule
17 12 (1.14%) Adobe Experience Manager
18 11 (1.05%) Sitecore CMS
Applications
1 9 (0.86%) HipChat
2 3 (0.29%) Microsoft Excel
3 1 (0.095%) Gephi
3 1 (0.095%) Photoshop
Business Applications
1 1 (0.095%) ION MarketView
1 1 (0.095%) Magento
1 1 (0.095%) Payment Gateway
1 1 (0.095%) SAP Oil and Gas
Cloud Services
1 298 (28.41%) Amazon AWS
2 108 (10.30%) Microsoft Azure
3 45 (4.29%) GitHub
4 38 (3.62%) Amazon S3
5 35 (3.34%) Amazon EC2
6 25 (2.38%) AWS CloudFormation
6 25 (2.38%) PaaS
7 24 (2.29%) Cloud Computing
8 23 (2.19%) Heroku
9 20 (1.91%) SaaS
10 17 (1.62%) Amazon SQS
10 17 (1.62%) Google Cloud Platform
11 16 (1.53%) Serverless
11 16 (1.53%) Slack
12 12 (1.14%) npm
13 11 (1.05%) Google Play
14 10 (0.95%) Amazon ELB
14 10 (0.95%) AWS Lambda
15 8 (0.76%) Route 53
16 7 (0.67%) Amazon CloudWatch
Communications & Networking
1 76 (7.24%) HTTP
2 59 (5.62%) TCP/IP
3 55 (5.24%) SSL
4 41 (3.91%) DNS
5 34 (3.24%) Firewall
6 32 (3.05%) Internet
7 18 (1.72%) FTP
8 9 (0.86%) Kerberos
9 5 (0.48%) DHCP
9 5 (0.48%) HTTPS
9 5 (0.48%) IPsec
10 4 (0.38%) SMS
10 4 (0.38%) VPN
11 3 (0.29%) F5 BIG-IP LTM
11 3 (0.29%) IMAP
11 3 (0.29%) Network Security
11 3 (0.29%) Reverse Proxy
11 3 (0.29%) SMTP
12 2 (0.19%) Unified Communications
12 2 (0.19%) VPLS
Database & Business Intelligence
1 503 (47.95%) NoSQL
2 246 (23.45%) MySQL
3 205 (19.54%) Hadoop
4 197 (18.78%) PostgreSQL
5 167 (15.92%) Apache Cassandra
6 166 (15.82%) Big Data
7 130 (12.39%) SQL Server
8 112 (10.68%) Redis
9 106 (10.10%) Relational Database
10 85 (8.10%) HBase
11 74 (7.05%) Apache Hive
12 51 (4.86%) Amazon DynamoDB
13 47 (4.48%) Data Warehouse
14 38 (3.62%) Neo4j
15 25 (2.38%) RDBMS
16 24 (2.29%) Data Lake
17 22 (2.10%) RavenDB
18 21 (2.00%) Cosmos DB
19 20 (1.91%) CouchDB
19 20 (1.91%) Impala
Development Applications
1 324 (30.89%) Git (software)
2 278 (26.50%) Jenkins
3 103 (9.82%) JIRA
4 91 (8.67%) Cucumber
5 77 (7.34%) Subversion
6 76 (7.24%) Maven
7 68 (6.48%) TeamCity
8 47 (4.48%) JUnit
9 43 (4.10%) Mockito
10 38 (3.62%) Atlassian Bamboo
10 38 (3.62%) Octopus Deploy
10 38 (3.62%) Sonatype Nexus
11 35 (3.34%) SpecFlow
12 34 (3.24%) IntelliJ
12 34 (3.24%) Vagrant
13 33 (3.15%) Gradle
14 31 (2.96%) Selenium
15 28 (2.67%) Artifactory
16 25 (2.38%) gulp
17 24 (2.29%) NUnit
General
1 262 (24.98%) Finance
2 149 (14.20%) Banking
3 68 (6.48%) Investment Banking
4 60 (5.72%) Games
5 34 (3.24%) Marketing
6 28 (2.67%) Front Office
7 26 (2.48%) Retail
8 15 (1.43%) Telecoms
9 14 (1.33%) Electronics
9 14 (1.33%) Financial Institution
10 12 (1.14%) Publishing
11 9 (0.86%) Manufacturing
12 7 (0.67%) Advertising
13 6 (0.57%) Back Office
14 3 (0.29%) French Language
14 3 (0.29%) Retail Banking
15 2 (0.19%) Aerospace
15 2 (0.19%) Pharmaceutical
16 1 (0.095%) Automotive
16 1 (0.095%) Legal
Job Titles
1 631 (60.15%) Developer
2 256 (24.40%) Java Developer
3 134 (12.77%) DevOps Engineer
4 110 (10.49%) Senior Developer
5 95 (9.06%) Full Stack Developer
6 90 (8.58%) C# Developer
7 63 (6.01%) .NET Developer
8 60 (5.72%) JavaScript Developer
9 54 (5.15%) Senior Java Developer
10 52 (4.96%) Linux Engineer
11 51 (4.86%) Linux/Unix DevOps
11 51 (4.86%) Node.js Developer
12 47 (4.48%) AWS Engineer
13 46 (4.39%) Architect
13 46 (4.39%) AWS DevOps
14 45 (4.29%) Linux DevOps Engineer
15 43 (4.10%) Angular Developer
16 39 (3.72%) NoSQL Developer
17 38 (3.62%) AWS DevOps Engineer
17 38 (3.62%) Data Engineer
Libraries, Frameworks & Software Standards
1 267 (25.45%) AngularJS
2 235 (22.40%) Spring
3 211 (20.11%) HTML
4 201 (19.16%) Node.js
5 200 (19.07%) React
6 167 (15.92%) .NET
7 166 (15.82%) RESTful
8 162 (15.44%) CSS
9 155 (14.78%) Web Services
10 145 (13.82%) REST
11 142 (13.54%) HTML5
12 133 (12.68%) Kafka
13 108 (10.30%) Hibernate
14 104 (9.91%) Spring Boot
15 93 (8.87%) RabbitMQ
16 78 (7.44%) Redux
17 71 (6.77%) Elastic Stack
18 70 (6.67%) ActiveMQ
19 67 (6.39%) jQuery
20 65 (6.20%) JSON
Miscellaneous
1 131 (12.49%) Greenfield Project
2 56 (5.34%) Fintech
3 54 (5.15%) Analytical Skills
4 41 (3.91%) Computer Science
5 39 (3.72%) Hedge funds
6 34 (3.24%) Enterprise Software
7 32 (3.05%) Mobile App
7 32 (3.05%) User Experience
8 31 (2.96%) Clustering
9 25 (2.38%) Algorithms
9 25 (2.38%) Credit Risk
9 25 (2.38%) Data Centre
10 24 (2.29%) Data Structures
11 23 (2.19%) Device Driver
12 22 (2.10%) Fixed Income
12 22 (2.10%) Market Risk
12 22 (2.10%) Replication
13 21 (2.00%) Online Games
14 20 (1.91%) Virtual Team
15 11 (1.05%) Reference Data
Operating Systems
1 279 (26.60%) Linux
2 110 (10.49%) Unix
3 56 (5.34%) Ubuntu
4 51 (4.86%) Windows
5 42 (4.00%) CentOS
6 33 (3.15%) Red Hat Enterprise Linux
7 28 (2.67%) Mac OS X
8 18 (1.72%) Android
8 18 (1.72%) Apple iOS
9 12 (1.14%) Windows Server
10 11 (1.05%) CoreOS
11 6 (0.57%) SmartOS
11 6 (0.57%) Windows Server 2008
12 4 (0.38%) AIX
12 4 (0.38%) Fedora
13 3 (0.29%) DC/OS
13 3 (0.29%) Windows Server 2012
14 2 (0.19%) Debian
14 2 (0.19%) Mac OS
15 1 (0.095%) VMS
Processes & Methodologies
1 644 (61.39%) Agile Software Development
2 341 (32.51%) TDD
3 286 (27.26%) DevOps
4 279 (26.60%) BDD
5 218 (20.78%) Continuous Integration
6 210 (20.02%) Microservices
6 210 (20.02%) Scrum
7 179 (17.06%) Software Engineering
8 148 (14.11%) Open Source
8 148 (14.11%) Test Automation
9 102 (9.72%) MVC
10 101 (9.63%) Configuration Management
11 94 (8.96%) Pair Programming
12 93 (8.87%) Kanban
13 92 (8.77%) E-Commerce
14 85 (8.10%) Analytics
15 83 (7.91%) Continuous Delivery
16 79 (7.53%) OO
17 77 (7.34%) Domain-Driven Design
18 70 (6.67%) SOA
Programming Languages
1 517 (49.29%) Java
2 360 (34.32%) JavaScript
3 270 (25.74%) Python
4 257 (24.50%) SQL
5 186 (17.73%) C#
6 184 (17.54%) Scala
7 128 (12.20%) Bash Shell
8 89 (8.48%) Ruby
9 62 (5.91%) Groovy
10 58 (5.53%) Go
11 50 (4.77%) PHP
12 43 (4.10%) ES6
13 41 (3.91%) Shell Script
14 40 (3.81%) R
15 34 (3.24%) TypeScript
16 33 (3.15%) Perl
17 29 (2.76%) T-SQL
18 23 (2.19%) GraphQL
19 18 (1.72%) C++
20 15 (1.43%) Objective-C
Qualifications
1 65 (6.20%) Security Cleared
2 56 (5.34%) SC Cleared
3 50 (4.77%) Degree
4 24 (2.29%) Computer Science Degree
5 12 (1.14%) Master's Degree
6 11 (1.05%) Numerate Degree
7 8 (0.76%) DBS Check
8 6 (0.57%) DV Cleared
9 5 (0.48%) CREST Certified
10 3 (0.29%) BPSS Clearance
10 3 (0.29%) CHECK Team Member
11 2 (0.19%) AWS Certification
12 1 (0.095%) ACCA
12 1 (0.095%) ITIL Certification
12 1 (0.095%) PRINCE2 Certification
Quality Assurance & Compliance
1 79 (7.53%) QA
2 11 (1.05%) Data Quality
3 9 (0.86%) GDPR
4 7 (0.67%) PCI DSS
5 4 (0.38%) MiFID
6 3 (0.29%) GCP
6 3 (0.29%) PSD2
7 2 (0.19%) Disclosure Scotland
8 1 (0.095%) SEPA
System Software
1 257 (24.50%) Docker
2 41 (3.91%) HDFS
3 33 (3.15%) Apache Flume
4 24 (2.29%) VMware Infrastructure
5 17 (1.62%) vCloud
5 17 (1.62%) Virtual Machines
6 15 (1.43%) Active Directory
7 11 (1.05%) Apache ZooKeeper
8 6 (0.57%) Hyper-V
9 3 (0.29%) Cronacle
9 3 (0.29%) NFS
9 3 (0.29%) vSphere
10 2 (0.19%) OpenDJ
10 2 (0.19%) OpenIDM
10 2 (0.19%) VMware ESXi
11 1 (0.095%) etcd
11 1 (0.095%) flannel
11 1 (0.095%) LXC
11 1 (0.095%) PowerDNS
11 1 (0.095%) VirtualBox
Systems Management
1 169 (16.11%) Puppet
2 154 (14.68%) Ansible
3 108 (10.30%) Kubernetes
4 93 (8.87%) Opscode Chef
5 81 (7.72%) Terraform
6 71 (6.77%) Grafana
7 52 (4.96%) Kibana
8 46 (4.39%) logstash
9 34 (3.24%) Nagios
10 33 (3.15%) Cobbler
11 30 (2.86%) Prometheus
12 29 (2.76%) Icinga
13 25 (2.38%) Salt
14 23 (2.19%) Galera Cluster
15 22 (2.10%) HAProxy
16 17 (1.62%) Docker Swarm
17 15 (1.43%) ZABBIX
18 14 (1.33%) Hadoop YARN
18 14 (1.33%) StatsD
19 13 (1.24%) Mesos
Vendors
1 94 (8.96%) Microsoft
2 78 (7.44%) Oracle
3 56 (5.34%) Splunk
4 53 (5.05%) VMware
5 44 (4.19%) Red Hat
6 41 (3.91%) SaltStack
7 33 (3.15%) Google
8 29 (2.76%) IBM
9 27 (2.57%) MapR
10 25 (2.38%) AppDynamics
10 25 (2.38%) Cloudera
10 25 (2.38%) New Relic
11 22 (2.10%) Salesforce.com
12 20 (1.91%) SAP
13 17 (1.62%) Hortonworks
14 15 (1.43%) Tableau
15 14 (1.33%) Adobe
16 12 (1.14%) Alteryx
16 12 (1.14%) Atlassian
16 12 (1.14%) Sitecore