Period
to 19 September 2018

The following table provides summary statistics for contract job vacancies 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 19 September 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
UK
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 119 109 141
Rank change year-on-year -10 +32 +38
Contract jobs citing MongoDB 2,218 2,154 1,999
As % of all contract IT jobs advertised in the UK 2.15% 2.18% 1.87%
As % of the Database & Business Intelligence category 9.47% 9.71% 8.39%
Number of daily rates quoted 1,596 1,608 1,489
UK median daily rate £525 £488 £475
Median daily rate % change year-on-year +7.69% +2.63% +5.56%
10th Percentile £375 £350 £326
90th Percentile £675 £631 £613
UK excluding London median daily rate £475 £450 £450
% change year-on-year +5.56% - +9.09%
Number of hourly rates quoted 5 6 0
UK median hourly rate £45.00 £45.00 -
UK excluding London median hourly rate £35.00 £47.50 -
% change year-on-year -26.32% - -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 23,433 22,187 23,832
As % of all contract IT jobs advertised in the UK 22.74% 22.47% 22.26%
Number of daily rates quoted 16,430 14,798 16,008
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £305 £281
90th Percentile £638 £625 £600
UK excluding London median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 238 277 386
UK median hourly rate £29.75 £29.50 £29.94
Median hourly rate % change year-on-year +0.85% -1.47% +5.05%
10th Percentile £13.43 £12.23 £11.25
90th Percentile £56.01 £53.75 £48.75
UK excluding London median hourly rate £29.50 £30.00 £28.50
% change year-on-year -1.67% +5.26% -3.39%

MongoDB
Job Vacancy Trend

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

Job vacancy trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Trend

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

Contractor daily rate trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing MongoDB over the 6 months to 19 September 2018.

Contractor daily rate histogram for MongoDB in the UK

MongoDB
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for MongoDB in the UK

MongoDB
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing MongoDB over the 6 months to 19 September 2018.

Contractor hourly rate histogram for MongoDB in the UK

MongoDB
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the UK over the 6 months to 19 September 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
England -13 2,036 £525 +5.53% 568
London -1 1,172 £550 +4.76% 265
UK excluding London -11 1,028 £475 +5.56% 333
South East +16 388 £513 +10.81% 76
North of England -21 262 £450 +4.65% 110
Scotland +39 134 £400 +5.26% 22
Midlands -20 123 £456 +1.39% 58
North West -22 115 £425 -5.56% 70
Yorkshire -32 115 £475 +10.47% 25
West Midlands -32 81 £450 -5.26% 31
East of England -16 64 £450 - 34
East Midlands 0 42 £463 +12.80% 27
North East +1 33 £600 +26.32% 15
South West -45 28 £415 +3.75% 25
Northern Ireland +38 17 £325 -35.00% 2
Wales -37 16 £450 +5.88% 6

For the 6 months to 19 September 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 with a requirement for MongoDB.

1 1,188 (53.56%) Agile Software Development
2 1,100 (49.59%) Java
3 875 (39.45%) NoSQL
4 749 (33.77%) JavaScript
5 717 (32.33%) Microservices
6 700 (31.56%) Docker
7 670 (30.21%) Amazon AWS
8 649 (29.26%) Git (software)
9 648 (29.22%) Jenkins
10 632 (28.49%) DevOps
11 630 (28.40%) SQL
12 610 (27.50%) Python
13 607 (27.37%) Linux
14 591 (26.65%) TDD
15 549 (24.75%) MySQL
16 548 (24.71%) Node.js
17 537 (24.21%) Spring
18 513 (23.13%) HTML
19 501 (22.59%) AngularJS
20 479 (21.60%) REST
21 431 (19.43%) PostgreSQL
22 426 (19.21%) CSS
23 414 (18.67%) Continuous Integration
24 372 (16.77%) Apache Cassandra
25 368 (16.59%) BDD
26 345 (15.55%) Puppet
27 342 (15.42%) Test Automation
28 341 (15.37%) Oracle
29 330 (14.88%) Kafka
30 324 (14.61%) RESTful

MongoDB
Co-occurring IT Skills 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
1 212 (9.56%) Elasticsearch
2 196 (8.84%) Apache Spark
3 176 (7.94%) Apache
4 156 (7.03%) Tomcat
5 143 (6.45%) nginx
6 127 (5.73%) Confluence
6 127 (5.73%) JBoss
7 72 (3.25%) Apache Solr
8 71 (3.20%) WebLogic
9 67 (3.02%) Jetty
10 45 (2.03%) MQSeries
11 44 (1.98%) OpenStack
12 32 (1.44%) Apache Pig
13 31 (1.40%) CMS
14 26 (1.17%) WebSphere
15 25 (1.13%) Adobe Experience Manager
16 24 (1.08%) SAS
17 23 (1.04%) Cloud Foundry
18 20 (0.90%) Oracle SOA Suite
18 20 (0.90%) Sitecore CMS
Applications
1 26 (1.17%) Microsoft Excel
2 4 (0.18%) Microsoft Office
3 3 (0.14%) Microsoft PowerPoint
4 2 (0.090%) Chatbot
4 2 (0.090%) Microsoft Project
4 2 (0.090%) MS Visio
5 1 (0.045%) Adobe Premiere
5 1 (0.045%) GNU Octave
5 1 (0.045%) Photoshop
Business Applications
1 18 (0.81%) ION MarketView
2 15 (0.68%) Distributed Ledger
2 15 (0.68%) SAP Oil and Gas
3 3 (0.14%) Oracle Financials
4 2 (0.090%) Magento
4 2 (0.090%) Oracle EBS
4 2 (0.090%) SAP MM
4 2 (0.090%) SAP R/3
5 1 (0.045%) BusinessWorks
5 1 (0.045%) Dynamics CRM
5 1 (0.045%) Dynamics GP
5 1 (0.045%) Exstream
5 1 (0.045%) SAP CRM
Cloud Services
1 670 (30.21%) Amazon AWS
2 266 (11.99%) Microsoft Azure
3 152 (6.85%) GitHub
4 88 (3.97%) Amazon S3
5 82 (3.70%) PaaS
6 72 (3.25%) Amazon EC2
6 72 (3.25%) OpenShift
7 64 (2.89%) Google Analytics
8 61 (2.75%) Serverless
9 53 (2.39%) Google Cloud Platform
10 49 (2.21%) Amazon ELB
11 47 (2.12%) Cloud Computing
12 43 (1.94%) Heroku
13 42 (1.89%) AWS Lambda
13 42 (1.89%) SaaS
14 39 (1.76%) Slack
15 34 (1.53%) IaaS
16 28 (1.26%) Amazon SQS
16 28 (1.26%) AWS CloudFormation
16 28 (1.26%) Virtual Private Cloud
Communications & Networking
1 244 (11.00%) HTTP
2 162 (7.30%) TCP/IP
3 160 (7.21%) SSL
4 110 (4.96%) DNS
5 84 (3.79%) Firewall
6 53 (2.39%) FTP
7 34 (1.53%) Internet
8 25 (1.13%) AMQP
9 17 (0.77%) IPsec
10 16 (0.72%) DHCP
11 15 (0.68%) HTTPS
12 14 (0.63%) Intranet
13 13 (0.59%) Kerberos
14 11 (0.50%) Reverse Proxy
14 11 (0.50%) RTMP
15 10 (0.45%) Skype
16 9 (0.41%) SAN
17 8 (0.36%) Unicast
18 6 (0.27%) SMS
19 5 (0.23%) WAN
Database & Business Intelligence
1 875 (39.45%) NoSQL
2 549 (24.75%) MySQL
3 431 (19.43%) PostgreSQL
4 372 (16.77%) Apache Cassandra
5 322 (14.52%) SQL Server
6 288 (12.98%) Hadoop
7 266 (11.99%) Relational Database
8 236 (10.64%) Big Data
9 183 (8.25%) Redis
10 111 (5.00%) HBase
11 108 (4.87%) Couchbase
12 98 (4.42%) Data Warehouse
13 95 (4.28%) Apache Hive
14 78 (3.52%) RDBMS
15 73 (3.29%) Oracle Database
16 71 (3.20%) Neo4j
17 52 (2.34%) CouchDB
17 52 (2.34%) Riak
18 47 (2.12%) Impala
19 38 (1.71%) Data Lake
Development Applications
1 649 (29.26%) Git (software)
2 648 (29.22%) Jenkins
3 267 (12.04%) JIRA
4 230 (10.37%) Maven
5 200 (9.02%) Selenium
6 181 (8.16%) Cucumber
7 153 (6.90%) JUnit
8 126 (5.68%) Subversion
9 110 (4.96%) Artifactory
10 107 (4.82%) Gatling
11 87 (3.92%) gulp
12 83 (3.74%) IntelliJ
13 81 (3.65%) Atlassian Bamboo
13 81 (3.65%) Bitbucket
14 79 (3.56%) GitLab
15 71 (3.20%) Mockito
16 68 (3.07%) Vagrant
17 64 (2.89%) Gradle
18 62 (2.80%) Sonatype Nexus
19 58 (2.61%) Grunt
General
1 323 (14.56%) Finance
2 246 (11.09%) Banking
3 97 (4.37%) Front Office
4 90 (4.06%) Retail
5 86 (3.88%) Investment Banking
6 61 (2.75%) Games
7 30 (1.35%) Marketing
7 30 (1.35%) Telecoms
8 25 (1.13%) Financial Institution
9 24 (1.08%) Legal
10 19 (0.86%) Advertising
11 17 (0.77%) Manufacturing
12 10 (0.45%) Back Office
12 10 (0.45%) Spanish Language
13 7 (0.32%) Publishing
14 5 (0.23%) Electronics
15 4 (0.18%) Mandarin Language
16 3 (0.14%) Hindi Language
16 3 (0.14%) Law
17 2 (0.090%) Automotive
Job Titles
1 1,305 (58.84%) Developer
2 551 (24.84%) Java Developer
3 245 (11.05%) DevOps Engineer
4 175 (7.89%) Architect
5 165 (7.44%) Senior Developer
6 142 (6.40%) Full Stack Developer
7 131 (5.91%) Node.js Developer
8 109 (4.91%) Software Engineer
9 97 (4.37%) JavaScript Developer
10 90 (4.06%) .NET Developer
11 78 (3.52%) C# Developer
12 77 (3.47%) Senior Java Developer
13 76 (3.43%) Data Engineer
13 76 (3.43%) Scala Developer
14 72 (3.25%) React Developer
15 69 (3.11%) AWS Engineer
15 69 (3.11%) Web Developer
16 60 (2.71%) Lead Developer
17 53 (2.39%) Java Engineer
18 50 (2.25%) Software Developer
Libraries, Frameworks & Software Standards
1 548 (24.71%) Node.js
2 537 (24.21%) Spring
3 513 (23.13%) HTML
4 501 (22.59%) AngularJS
5 479 (21.60%) REST
6 426 (19.21%) CSS
7 330 (14.88%) Kafka
8 324 (14.61%) RESTful
9 308 (13.89%) Web Services
10 296 (13.35%) HTML5
11 294 (13.26%) React
12 267 (12.04%) Hibernate
13 261 (11.77%) Spring Boot
14 252 (11.36%) .NET
15 232 (10.46%) JSON
16 219 (9.87%) RabbitMQ
17 187 (8.43%) XML
18 184 (8.30%) SOAP
19 157 (7.08%) jQuery
20 136 (6.13%) Play Framework
Miscellaneous
1 241 (10.87%) Greenfield Project
2 98 (4.42%) Analytical Skills
3 87 (3.92%) User Experience
4 72 (3.25%) Fixed Income
5 65 (2.93%) Algorithms
6 62 (2.80%) Enterprise Software
7 54 (2.43%) Fintech
8 53 (2.39%) Computer Science
9 41 (1.85%) Linux Command Line
10 40 (1.80%) Mobile App
11 38 (1.71%) Device Driver
12 37 (1.67%) Data Structures
13 33 (1.49%) Credit Risk
14 26 (1.17%) Replication
15 25 (1.13%) Data Centre
15 25 (1.13%) Derivative
15 25 (1.13%) Market Risk
15 25 (1.13%) Public Cloud
16 24 (1.08%) Equity Derivative
17 23 (1.04%) Management Information System
Operating Systems
1 607 (27.37%) Linux
2 194 (8.75%) Unix
3 143 (6.45%) Windows
4 113 (5.09%) Ubuntu
5 102 (4.60%) CentOS
6 83 (3.74%) Red Hat Enterprise Linux
7 34 (1.53%) Android
8 32 (1.44%) Mac OS X
9 30 (1.35%) Apple iOS
10 15 (0.68%) Windows Server
11 10 (0.45%) Debian
12 8 (0.36%) Mac OS
13 5 (0.23%) AIX
13 5 (0.23%) Mesosphere
14 4 (0.18%) Oracle Linux
14 4 (0.18%) Solaris
14 4 (0.18%) Windows 10
15 3 (0.14%) DC/OS
15 3 (0.14%) VMS
16 2 (0.090%) Windows Server 2008
Processes & Methodologies
1 1,188 (53.56%) Agile Software Development
2 717 (32.33%) Microservices
3 632 (28.49%) DevOps
4 591 (26.65%) TDD
5 414 (18.67%) Continuous Integration
6 368 (16.59%) BDD
7 342 (15.42%) Test Automation
8 309 (13.93%) Open Source
9 307 (13.84%) Scrum
10 287 (12.94%) Software Engineering
11 207 (9.33%) MVC
12 193 (8.70%) Analytics
12 193 (8.70%) Configuration Management
13 143 (6.45%) OO
13 143 (6.45%) Problem-Solving
14 133 (6.00%) Continuous Delivery
15 130 (5.86%) Web Development
16 124 (5.59%) Kanban
17 117 (5.28%) Mentoring
18 116 (5.23%) Multithreading
Programming Languages
1 1,100 (49.59%) Java
2 749 (33.77%) JavaScript
3 630 (28.40%) SQL
4 610 (27.50%) Python
5 321 (14.47%) C#
6 282 (12.71%) Scala
7 274 (12.35%) Java 8
8 243 (10.96%) Ruby
9 214 (9.65%) Bash Shell
10 145 (6.54%) Perl
11 121 (5.46%) TypeScript
12 112 (5.05%) PHP
13 101 (4.55%) ES6
14 98 (4.42%) Go
15 94 (4.24%) Groovy
16 75 (3.38%) PL/SQL
17 68 (3.07%) C++
18 60 (2.71%) Shell Script
19 53 (2.39%) R
20 50 (2.25%) Haskell
Qualifications
1 124 (5.59%) Security Cleared
2 100 (4.51%) SC Cleared
3 82 (3.70%) Degree
4 27 (1.22%) Computer Science Degree
5 21 (0.95%) AWS Certification
6 18 (0.81%) BPSS Clearance
7 16 (0.72%) PhD
8 14 (0.63%) DBS Check
9 12 (0.54%) DV Cleared
10 9 (0.41%) ISEB
10 9 (0.41%) ISTQB
10 9 (0.41%) ISTQB Foundation Certification
11 5 (0.23%) CISSP
11 5 (0.23%) Numerate Degree
12 4 (0.18%) CCDP
12 4 (0.18%) CCNP
12 4 (0.18%) Chartered Engineer
12 4 (0.18%) Cisco Certification
12 4 (0.18%) CISM
12 4 (0.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 98 (4.42%) QA
2 27 (1.22%) Data Quality
3 19 (0.86%) GDPR
4 13 (0.59%) GCP
5 7 (0.32%) Disclosure Scotland
6 4 (0.18%) PMO
7 2 (0.090%) PCI DSS
7 2 (0.090%) SLA
8 1 (0.045%) MiFID
8 1 (0.045%) PSD2
8 1 (0.045%) Sarbanes-Oxley
8 1 (0.045%) TickIT
8 1 (0.045%) WCAG
System Software
1 700 (31.56%) Docker
2 48 (2.16%) HDFS
3 44 (1.98%) Apache Flume
4 31 (1.40%) Virtual Machines
5 28 (1.26%) VMware Infrastructure
6 22 (0.99%) Apache ZooKeeper
7 19 (0.86%) etcd
8 12 (0.54%) flannel
8 12 (0.54%) KVM
9 11 (0.50%) VirtualBox
10 10 (0.45%) LXC
11 9 (0.41%) Oracle RAC
12 6 (0.27%) Active Directory
12 6 (0.27%) Hyper-V
13 5 (0.23%) vCloud
13 5 (0.23%) Xen
14 3 (0.14%) NFS
15 1 (0.045%) Samba
15 1 (0.045%) Varnish
15 1 (0.045%) vSphere
Systems Management
1 345 (15.55%) Puppet
2 296 (13.35%) Kubernetes
3 295 (13.30%) Ansible
4 198 (8.93%) Opscode Chef
4 198 (8.93%) Terraform
5 171 (7.71%) Grafana
6 135 (6.09%) Kibana
7 100 (4.51%) Prometheus
8 86 (3.88%) Nagios
9 64 (2.89%) logstash
10 60 (2.71%) Cobbler
11 44 (1.98%) Icinga
12 41 (1.85%) HAProxy
13 39 (1.76%) ZABBIX
14 32 (1.44%) Docker Swarm
15 27 (1.22%) Packer
16 26 (1.17%) Salt
17 22 (0.99%) Uchiwa
18 21 (0.95%) Rancher
19 20 (0.90%) Mesos
Vendors
1 341 (15.37%) Oracle
2 161 (7.26%) Google
3 139 (6.27%) Microsoft
4 114 (5.14%) Red Hat
5 67 (3.02%) Splunk
6 59 (2.66%) IBM
7 57 (2.57%) Adobe
8 55 (2.48%) New Relic
9 49 (2.21%) Tableau
10 47 (2.12%) Atlassian
11 43 (1.94%) VMware
12 38 (1.71%) Informatica
13 34 (1.53%) SAP
13 34 (1.53%) webMethods
14 32 (1.44%) TIBCO
15 30 (1.35%) Hortonworks
16 29 (1.31%) Apigee
17 28 (1.26%) Sitecore
17 28 (1.26%) Sybase
18 26 (1.17%) Cloudera