Period
to 20 November 2017

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 20 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
UK
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 117 133 165
Rank change year-on-year +16 +32 +63
Contract jobs citing MongoDB 2139 2000 1681
As % of all contract IT jobs advertised in the UK 2.09% 1.92% 1.47%
As % of the Database & Business Intelligence category 9.47% 8.51% 6.32%
Number of daily rates quoted 1636 1495 1328
UK median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +5.56%
10th Percentile £359 £338 £325
90th Percentile £638 £631 £600
UK excluding London median daily rate £450 £450 £425
% change year-on-year - +5.88% -
Number of hourly rates quoted 8 0 2
UK median hourly rate £45.00 - £45.00
10th Percentile £38.50 - £40.50
90th Percentile £55.00 - £53.50
UK excluding London median hourly rate £45.00 - £45.00

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 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 22595 23511 26618
As % of all contract IT jobs advertised in the UK 22.09% 22.60% 23.27%
Number of daily rates quoted 15446 15594 17543
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +0.51%
10th Percentile £310 £285 £269
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £376 £375
% change year-on-year +6.45% +0.20% +7.14%
Number of hourly rates quoted 285 366 411
UK median hourly rate £31.15 £28.18 £29.00
Median hourly rate % change year-on-year +10.54% -2.83% +16.00%
10th Percentile £14.00 £10.13 £12.00
90th Percentile £58.00 £52.09 £52.47
UK excluding London median hourly rate £35.00 £28.18 £30.00
% change year-on-year +24.20% -6.07% +33.33%

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 20 November 2017.

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 20 November 2017.

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 20 November 2017. 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 1985 £500 +5.26% 343
London -1 1118 £525 +2.44% 156
UK excluding London +12 990 £450 - 200
North of England +25 295 £440 -2.22% 68
South East -1 279 £475 +11.76% 51
Midlands +24 152 £450 -5.76% 18
Yorkshire +9 144 £450 - 28
North West +33 141 £465 +8.14% 34
West Midlands +18 97 £475 +4.11% 12
East of England +8 81 £450 -3.23% 29
Scotland +8 64 £380 +1.33% 11
South West +18 60 £400 -5.88% 21
East Midlands +20 56 £400 -27.27% 5
Wales +28 52 £450 -10.00% 1
North East +37 33 £525 +10.53% 6
Northern Ireland -39 17 £494 +28.25% 1

For the 6 months to 20 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 with a requirement for MongoDB.

1 1336 (62.46%) Agile Software Development
2 1085 (50.72%) Java
3 869 (40.63%) NoSQL
4 765 (35.76%) JavaScript
5 709 (33.15%) Git (software)
6 646 (30.20%) TDD
7 641 (29.97%) SQL
8 612 (28.61%) Linux
9 514 (24.03%) Docker
10 501 (23.42%) Jenkins
11 500 (23.38%) Amazon AWS
12 493 (23.05%) Scrum
12 493 (23.05%) DevOps
13 479 (22.39%) Node.js
14 467 (21.83%) AngularJS
15 466 (21.79%) Python
16 464 (21.69%) PostgreSQL
16 464 (21.69%) Microservices
17 461 (21.55%) Continuous Integration
18 456 (21.32%) Spring
19 431 (20.15%) HTML
20 427 (19.96%) MySQL
21 416 (19.45%) CSS
22 414 (19.35%) BDD
23 397 (18.56%) Finance
24 387 (18.09%) Software Engineering
25 384 (17.95%) Open Source
26 382 (17.86%) Test Automation
27 373 (17.44%) REST
28 360 (16.83%) Puppet

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
1 180 (8.42%) Elasticsearch
2 167 (7.81%) Apache Spark
3 155 (7.25%) Confluence
4 114 (5.33%) Apache
5 110 (5.14%) JBoss
6 102 (4.77%) nginx
7 92 (4.30%) Tomcat
8 61 (2.85%) WebLogic
9 55 (2.57%) Apache Solr
10 51 (2.38%) CMS
11 50 (2.34%) Apache Pig
12 40 (1.87%) Jetty
13 39 (1.82%) OpenStack
14 36 (1.68%) NServiceBus
15 32 (1.50%) Sitecore CMS
16 28 (1.31%) Cloud Foundry
17 25 (1.17%) WebSphere
18 22 (1.03%) Oracle SOA Suite
19 17 (0.79%) IIS
20 15 (0.70%) SAS
Applications
1 10 (0.47%) Microsoft Excel
2 9 (0.42%) HipChat
3 7 (0.33%) Simulink
4 4 (0.19%) Microsoft Office
4 4 (0.19%) Photoshop
5 3 (0.14%) MS Visio
6 1 (0.047%) Gephi
6 1 (0.047%) GNU Octave
6 1 (0.047%) Microsoft PowerPoint
Business Applications
1 3 (0.14%) Eloqua
1 3 (0.14%) Payment Gateway
2 2 (0.094%) Magento
3 1 (0.047%) Dynamics CRM
3 1 (0.047%) ION MarketView
3 1 (0.047%) Oracle SCM
3 1 (0.047%) Primavera
Cloud Services
1 500 (23.38%) Amazon AWS
2 136 (6.36%) Microsoft Azure
3 81 (3.79%) GitHub
4 67 (3.13%) Slack
5 65 (3.04%) PaaS
6 59 (2.76%) Amazon S3
7 57 (2.66%) Amazon EC2
8 53 (2.48%) Cloud Computing
9 52 (2.43%) AWS CloudFormation
10 35 (1.64%) npm
11 32 (1.50%) Amazon SQS
11 32 (1.50%) Google Analytics
11 32 (1.50%) SaaS
11 32 (1.50%) Serverless
12 28 (1.31%) Amazon ELB
13 26 (1.22%) OpenShift
14 25 (1.17%) AWS Lambda
14 25 (1.17%) Google Cloud Platform
14 25 (1.17%) Heroku
14 25 (1.17%) Route 53
Communications & Networking
1 163 (7.62%) HTTP
2 112 (5.24%) TCP/IP
3 108 (5.05%) SSL
4 60 (2.81%) Firewall
5 58 (2.71%) Internet
6 51 (2.38%) DNS
7 19 (0.89%) AMQP
8 13 (0.61%) HTTPS
8 13 (0.61%) LDAP
9 12 (0.56%) VPN
10 8 (0.37%) Network Security
10 8 (0.37%) SAN
11 7 (0.33%) LAN
11 7 (0.33%) WAN
12 5 (0.23%) Kerberos
13 4 (0.19%) DHCP
13 4 (0.19%) SMS
14 3 (0.14%) F5 BIG-IP LTM
14 3 (0.14%) FTP
15 2 (0.094%) Skype
Database & Business Intelligence
1 869 (40.63%) NoSQL
2 464 (21.69%) PostgreSQL
3 427 (19.96%) MySQL
4 339 (15.85%) Apache Cassandra
5 275 (12.86%) Hadoop
6 248 (11.59%) Big Data
7 236 (11.03%) SQL Server
8 192 (8.98%) Relational Database
9 144 (6.73%) Redis
10 108 (5.05%) Apache Hive
11 93 (4.35%) HBase
12 80 (3.74%) Amazon DynamoDB
13 66 (3.09%) Data Warehouse
14 52 (2.43%) Neo4j
15 41 (1.92%) CouchDB
16 39 (1.82%) Couchbase
16 39 (1.82%) SQL Server Integration Services
17 38 (1.78%) Amazon RDS
17 38 (1.78%) Oracle Database
18 37 (1.73%) DB2
Development Applications
1 709 (33.15%) Git (software)
2 501 (23.42%) Jenkins
3 247 (11.55%) JIRA
4 178 (8.32%) IntelliJ
5 171 (7.99%) Cucumber
6 160 (7.48%) Subversion
7 144 (6.73%) Maven
8 130 (6.08%) JUnit
9 125 (5.84%) Selenium
10 102 (4.77%) TeamCity
11 99 (4.63%) Sonatype Nexus
12 71 (3.32%) Grunt
13 70 (3.27%) gulp
14 61 (2.85%) Atlassian Bamboo
15 59 (2.76%) Vagrant
16 57 (2.66%) Gradle
17 51 (2.38%) Artifactory
18 46 (2.15%) Jasmine
19 45 (2.10%) NUnit
20 43 (2.01%) Bitbucket
General
1 397 (18.56%) Finance
2 214 (10.00%) Banking
3 85 (3.97%) Investment Banking
4 72 (3.37%) Marketing
5 44 (2.06%) Telecoms
6 43 (2.01%) Games
7 41 (1.92%) Retail
8 39 (1.82%) Electronics
9 34 (1.59%) Manufacturing
10 30 (1.40%) Front Office
11 25 (1.17%) Advertising
12 18 (0.84%) Financial Institution
12 18 (0.84%) Publishing
13 11 (0.51%) Legal
14 9 (0.42%) Law
15 7 (0.33%) Back Office
16 4 (0.19%) Aerospace
17 3 (0.14%) Billing
17 3 (0.14%) International Banking
17 3 (0.14%) Pharmaceutical
Job Titles
1 1234 (57.69%) Developer
2 509 (23.80%) Java Developer
3 210 (9.82%) DevOps Engineer
4 169 (7.90%) Architect
5 160 (7.48%) Full Stack Developer
6 154 (7.20%) Senior Developer
7 118 (5.52%) JavaScript Developer
8 117 (5.47%) C# Developer
9 114 (5.33%) .NET Developer
10 106 (4.96%) Node.js Developer
11 101 (4.72%) Scala Developer
12 90 (4.21%) Software Engineer
13 72 (3.37%) Angular Developer
14 70 (3.27%) Java Engineer
15 68 (3.18%) Linux Engineer
16 67 (3.13%) MongoDB Developer
17 65 (3.04%) AWS Engineer
17 65 (3.04%) Software Developer
18 56 (2.62%) AWS DevOps
18 56 (2.62%) Lead Developer
Libraries, Frameworks & Software Standards
1 479 (22.39%) Node.js
2 467 (21.83%) AngularJS
3 456 (21.32%) Spring
4 431 (20.15%) HTML
5 416 (19.45%) CSS
6 373 (17.44%) REST
7 328 (15.33%) Web Services
8 304 (14.21%) JSON
9 299 (13.98%) .NET
10 292 (13.65%) RESTful
11 285 (13.32%) React
12 273 (12.76%) HTML5
13 223 (10.43%) Hibernate
14 201 (9.40%) Spring Boot
15 195 (9.12%) Kafka
16 185 (8.65%) Play Framework
17 167 (7.81%) XML
18 138 (6.45%) jQuery
19 129 (6.03%) SOAP
20 125 (5.84%) RabbitMQ
Miscellaneous
1 130 (6.08%) Greenfield Project
2 118 (5.52%) Analytical Skills
3 80 (3.74%) Data Structures
4 79 (3.69%) User Experience
5 75 (3.51%) Algorithms
6 69 (3.23%) Computer Science
7 64 (2.99%) Fintech
8 58 (2.71%) Mobile App
9 55 (2.57%) Enterprise Software
10 38 (1.78%) Hedge funds
11 30 (1.40%) Clustering
12 27 (1.26%) Data Centre
12 27 (1.26%) Market Risk
13 26 (1.22%) Credit Risk
14 25 (1.17%) Replication
14 25 (1.17%) Virtual Team
15 24 (1.12%) Fixed Income
15 24 (1.12%) Management Information System
16 23 (1.08%) Reference Data
17 19 (0.89%) Device Driver
Operating Systems
1 612 (28.61%) Linux
2 185 (8.65%) Unix
3 156 (7.29%) Red Hat Enterprise Linux
4 100 (4.68%) Windows
5 80 (3.74%) Ubuntu
6 65 (3.04%) CentOS
7 51 (2.38%) Android
8 50 (2.34%) Apple iOS
9 43 (2.01%) Mac OS X
10 16 (0.75%) Windows Server
11 11 (0.51%) CoreOS
12 7 (0.33%) Debian
12 7 (0.33%) Windows Server 2012
13 6 (0.28%) Windows 10
14 5 (0.23%) Fedora
14 5 (0.23%) Windows Server 2008
15 4 (0.19%) AIX
15 4 (0.19%) DC/OS
16 3 (0.14%) Kali Linux
16 3 (0.14%) SUSE
Processes & Methodologies
1 1336 (62.46%) Agile Software Development
2 646 (30.20%) TDD
3 493 (23.05%) DevOps
3 493 (23.05%) Scrum
4 464 (21.69%) Microservices
5 461 (21.55%) Continuous Integration
6 414 (19.35%) BDD
7 387 (18.09%) Software Engineering
8 384 (17.95%) Open Source
9 382 (17.86%) Test Automation
10 246 (11.50%) Kanban
11 234 (10.94%) MVC
12 193 (9.02%) Configuration Management
13 173 (8.09%) Analytics
14 172 (8.04%) Continuous Delivery
15 163 (7.62%) OO
16 154 (7.20%) Pair Programming
17 145 (6.78%) Web Development
18 134 (6.26%) Mentoring
18 134 (6.26%) SOA
Programming Languages
1 1085 (50.72%) Java
2 765 (35.76%) JavaScript
3 641 (29.97%) SQL
4 466 (21.79%) Python
5 336 (15.71%) Scala
6 332 (15.52%) C#
7 190 (8.88%) Ruby
8 189 (8.84%) Bash Shell
9 107 (5.00%) PHP
10 94 (4.39%) Groovy
11 87 (4.07%) R
12 78 (3.65%) Shell Script
13 72 (3.37%) Go
14 66 (3.09%) Perl
15 53 (2.48%) T-SQL
16 49 (2.29%) ES6
17 43 (2.01%) C++
18 36 (1.68%) TypeScript
19 33 (1.54%) PL/SQL
20 32 (1.50%) C
Qualifications
1 182 (8.51%) Security Cleared
2 125 (5.84%) SC Cleared
3 83 (3.88%) Degree
4 34 (1.59%) BPSS Clearance
5 30 (1.40%) Computer Science Degree
6 14 (0.65%) DV Cleared
7 10 (0.47%) DBS Check
8 8 (0.37%) CHECK Team Member
9 7 (0.33%) Numerate Degree
10 5 (0.23%) Cisco Certification
10 5 (0.23%) CISM
10 5 (0.23%) CISSP
10 5 (0.23%) CREST Certified
10 5 (0.23%) ITIL Certification
11 4 (0.19%) BC Cleared
12 3 (0.14%) AWS Certification
12 3 (0.14%) CCNA
12 3 (0.14%) CCSA
12 3 (0.14%) JNCIA
13 2 (0.094%) CESG Certified Professional
Quality Assurance & Compliance
1 148 (6.92%) QA
2 28 (1.31%) Data Quality
3 22 (1.03%) PCI DSS
4 17 (0.79%) Disclosure Scotland
5 12 (0.56%) PSD2
6 11 (0.51%) GDPR
7 8 (0.37%) GCP
8 5 (0.23%) SLA
9 4 (0.19%) MiFID
10 3 (0.14%) WAI
10 3 (0.14%) WCAG
11 1 (0.047%) COBIT
11 1 (0.047%) Government Security Classifications
11 1 (0.047%) HMG Security Policy Framework
11 1 (0.047%) ISO/IEC 27001
11 1 (0.047%) PMO
11 1 (0.047%) SEPA
System Software
1 514 (24.03%) Docker
2 43 (2.01%) VMware Infrastructure
3 41 (1.92%) HDFS
4 25 (1.17%) vCloud
5 24 (1.12%) Apache Flume
6 22 (1.03%) Active Directory
7 16 (0.75%) Virtual Machines
8 12 (0.56%) Xen
9 9 (0.42%) Hyper-V
9 9 (0.42%) KVM
10 8 (0.37%) Apache ZooKeeper
11 7 (0.33%) LXC
12 4 (0.19%) OpenAM
12 4 (0.19%) OpenIDM
12 4 (0.19%) VMware ESXi
13 3 (0.14%) Cronacle
13 3 (0.14%) vSphere
14 2 (0.094%) NFS
14 2 (0.094%) Oracle RAC
14 2 (0.094%) VirtualBox
Systems Management
1 360 (16.83%) Puppet
2 254 (11.87%) Ansible
3 187 (8.74%) Opscode Chef
4 134 (6.26%) Kubernetes
5 110 (5.14%) Grafana
6 109 (5.10%) Kibana
7 106 (4.96%) Terraform
8 85 (3.97%) logstash
9 41 (1.92%) HAProxy
9 41 (1.92%) Nagios
10 33 (1.54%) Cobbler
11 29 (1.36%) Salt
12 27 (1.26%) Prometheus
13 26 (1.22%) Icinga
14 19 (0.89%) Galera Cluster
15 18 (0.84%) Mesos
15 18 (0.84%) ZABBIX
16 17 (0.79%) Rancher
17 16 (0.75%) StatsD
18 14 (0.65%) Hadoop YARN
Vendors
1 251 (11.73%) Oracle
2 121 (5.66%) Microsoft
3 119 (5.56%) Red Hat
4 87 (4.07%) Splunk
5 83 (3.88%) VMware
6 69 (3.23%) Google
7 65 (3.04%) IBM
8 59 (2.76%) New Relic
9 54 (2.52%) SaltStack
10 49 (2.29%) SAP
11 38 (1.78%) Sitecore
12 34 (1.59%) Cloudera
13 23 (1.08%) Salesforce.com
14 22 (1.03%) webMethods
15 21 (0.98%) MapR
16 20 (0.94%) Atlassian
16 20 (0.94%) MuleSoft
17 19 (0.89%) AppDynamics
17 19 (0.89%) Rackspace
17 19 (0.89%) Tableau