Period
to 15 November 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 15 November 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
15 Nov 2018
Same period 2017 Same period 2016
Rank 123 120 137
Rank change year-on-year -3 +17 +40
Contract jobs citing MongoDB 2,243 2,127 2,045
As % of all contract IT jobs advertised in the UK 2.15% 2.06% 1.92%
As % of the Database & Business Intelligence category 9.58% 9.35% 8.50%
Number of daily rates quoted 1,580 1,618 1,525
UK median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% -
10th Percentile £375 £357 £338
90th Percentile £675 £638 £628
UK excluding London median daily rate £478 £450 £450
% change year-on-year +6.11% - +5.88%
Number of hourly rates quoted 14 8 0
UK median hourly rate £42.50 £45.00 -
Median hourly rate % change year-on-year -5.56% - -
UK excluding London median hourly rate £40.00 £45.00 -
% change year-on-year -11.11% - -

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 23,422 22,760 24,069
As % of all contract IT jobs advertised in the UK 22.48% 22.09% 22.63%
Number of daily rates quoted 16,306 15,517 15,970
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £310 £283
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 244 286 375
UK median hourly rate £32.50 £31.23 £28.18
Median hourly rate % change year-on-year +4.07% +10.82% -1.12%
10th Percentile £12.90 £14.00 £10.10
90th Percentile £57.50 £57.81 £52.22
UK excluding London median hourly rate £34.25 £35.00 £28.09
% change year-on-year -2.14% +24.60% -5.58%

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 15 November 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 15 November 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 15 November 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 -5 2,033 £525 +5.00% 656
London +4 1,134 £550 +4.76% 303
UK excluding London +4 1,081 £478 +6.11% 395
South East +23 376 £513 +7.89% 88
North of England -23 278 £450 +2.27% 126
Scotland +53 138 £415 +9.21% 22
Midlands -17 135 £425 -5.56% 63
Yorkshire -21 132 £478 +7.30% 32
North West -42 108 £450 -3.23% 60
West Midlands -18 101 £438 -7.89% 38
East of England -23 59 £450 - 37
South West -34 48 £450 +12.50% 39
North East +5 44 £500 -9.09% 34
Wales -27 38 £500 +8.11% 8
East Midlands -13 34 £400 - 25
Northern Ireland +33 13 £325 -39.53% 12

For the 6 months to 15 November 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 1,210 (53.95%) Agile Software Development
2 1,184 (52.79%) Java
3 946 (42.18%) NoSQL
4 786 (35.04%) Microservices
5 762 (33.97%) JavaScript
6 749 (33.39%) Amazon AWS
7 717 (31.97%) Docker
8 668 (29.78%) DevOps
9 658 (29.34%) SQL
10 636 (28.35%) Jenkins
11 609 (27.15%) Git (software)
12 601 (26.79%) Spring
13 592 (26.39%) Python
14 588 (26.21%) TDD
15 586 (26.13%) Linux
16 579 (25.81%) Node.js
17 521 (23.23%) MySQL
18 507 (22.60%) HTML
19 496 (22.11%) AngularJS
20 461 (20.55%) REST
21 447 (19.93%) Apache Cassandra
22 421 (18.77%) CSS
23 408 (18.19%) Continuous Integration
24 396 (17.65%) PostgreSQL
25 395 (17.61%) Oracle
26 394 (17.57%) Test Automation
27 388 (17.30%) BDD
28 355 (15.83%) RESTful
29 351 (15.65%) Software Engineering
30 341 (15.20%) 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
1 245 (10.92%) Elasticsearch
2 177 (7.89%) Apache Spark
3 156 (6.95%) Tomcat
4 151 (6.73%) Apache
5 143 (6.38%) Confluence
6 136 (6.06%) JBoss
7 119 (5.31%) nginx
8 88 (3.92%) WebLogic
9 79 (3.52%) Jetty
10 72 (3.21%) Apache Solr
11 64 (2.85%) MQSeries
12 42 (1.87%) OpenStack
13 28 (1.25%) Apache Pig
14 23 (1.03%) Oracle SOA Suite
14 23 (1.03%) WebSphere
15 22 (0.98%) SAS
16 21 (0.94%) CMS
17 20 (0.89%) Adobe Experience Manager
18 15 (0.67%) Cloud Foundry
19 14 (0.62%) Mule
Applications
1 22 (0.98%) Microsoft Excel
2 4 (0.18%) Microsoft Office
2 4 (0.18%) MS Visio
3 3 (0.13%) Microsoft PowerPoint
3 3 (0.13%) Microsoft Project
4 2 (0.089%) Chatbot
4 2 (0.089%) GNU Octave
4 2 (0.089%) InVision
4 2 (0.089%) SPSS
5 1 (0.045%) Adobe Creative Suite
5 1 (0.045%) Adobe Premiere
Business Applications
1 17 (0.76%) Distributed Ledger
2 12 (0.53%) SAP Oil and Gas
3 6 (0.27%) SAP FI-CA
3 6 (0.27%) SAP PSCD
4 4 (0.18%) ION MarketView
4 4 (0.18%) Oracle Financials
5 3 (0.13%) SAP MM
5 3 (0.13%) SAP R/3
6 2 (0.089%) Infor SunSystems
6 2 (0.089%) Oracle EBS
7 1 (0.045%) Dynamics CRM
7 1 (0.045%) Dynamics GP
7 1 (0.045%) Exstream
7 1 (0.045%) SAP CRM
Cloud Services
1 749 (33.39%) Amazon AWS
2 274 (12.22%) Microsoft Azure
3 150 (6.69%) GitHub
4 107 (4.77%) Amazon S3
5 87 (3.88%) Amazon EC2
6 79 (3.52%) PaaS
7 76 (3.39%) Serverless
8 72 (3.21%) Google Analytics
9 67 (2.99%) Amazon ELB
10 62 (2.76%) Google Cloud Platform
11 61 (2.72%) AWS Lambda
12 60 (2.67%) OpenShift
13 57 (2.54%) Slack
14 46 (2.05%) Virtual Private Cloud
15 45 (2.01%) IaaS
16 44 (1.96%) AWS CloudFormation
16 44 (1.96%) Route 53
17 32 (1.43%) Amazon SQS
17 32 (1.43%) SaaS
18 29 (1.29%) Apigee
Communications & Networking
1 221 (9.85%) HTTP
2 118 (5.26%) SSL
3 117 (5.22%) TCP/IP
4 76 (3.39%) DNS
5 65 (2.90%) Firewall
6 41 (1.83%) FTP
7 26 (1.16%) AMQP
8 24 (1.07%) Internet
9 19 (0.85%) IPsec
10 17 (0.76%) HTTPS
10 17 (0.76%) SAN
11 16 (0.71%) DHCP
11 16 (0.71%) Kerberos
12 10 (0.45%) Intranet
12 10 (0.45%) RTMP
12 10 (0.45%) Skype
13 9 (0.40%) Unicast
13 9 (0.40%) VPN
14 8 (0.36%) Reverse Proxy
15 7 (0.31%) NAS
Database & Business Intelligence
1 946 (42.18%) NoSQL
2 521 (23.23%) MySQL
3 447 (19.93%) Apache Cassandra
4 396 (17.65%) PostgreSQL
5 316 (14.09%) SQL Server
6 314 (14.00%) Hadoop
7 288 (12.84%) Relational Database
8 231 (10.30%) Big Data
9 177 (7.89%) Redis
10 136 (6.06%) Couchbase
11 122 (5.44%) RDBMS
12 104 (4.64%) HBase
13 88 (3.92%) Data Warehouse
14 79 (3.52%) Apache Hive
15 71 (3.17%) Oracle Database
16 65 (2.90%) Riak
17 60 (2.67%) Neo4j
18 53 (2.36%) Amazon DynamoDB
18 53 (2.36%) CouchDB
19 43 (1.92%) SQL Server Reporting Services
Development Applications
1 636 (28.35%) Jenkins
2 609 (27.15%) Git (software)
3 265 (11.81%) JIRA
4 259 (11.55%) Maven
5 232 (10.34%) Selenium
6 198 (8.83%) Cucumber
7 155 (6.91%) JUnit
8 125 (5.57%) Subversion
9 121 (5.39%) Gatling
10 102 (4.55%) Atlassian Bamboo
11 101 (4.50%) IntelliJ
12 94 (4.19%) gulp
13 90 (4.01%) Artifactory
14 87 (3.88%) Bitbucket
15 85 (3.79%) GitLab
16 63 (2.81%) Gradle
17 60 (2.67%) Grunt
17 60 (2.67%) SonarQube
18 57 (2.54%) Sublime Text
19 56 (2.50%) Hudson
General
1 319 (14.22%) Finance
2 245 (10.92%) Banking
3 95 (4.24%) Front Office
4 94 (4.19%) Retail
5 92 (4.10%) Investment Banking
6 54 (2.41%) Games
7 34 (1.52%) Marketing
8 33 (1.47%) Legal
9 30 (1.34%) Telecoms
10 20 (0.89%) Advertising
10 20 (0.89%) Financial Institution
11 14 (0.62%) Manufacturing
12 12 (0.53%) Publishing
13 10 (0.45%) Back Office
14 4 (0.18%) Law
15 3 (0.13%) Electronics
16 2 (0.089%) Arabic Language
16 2 (0.089%) Automotive
16 2 (0.089%) Avionics
16 2 (0.089%) Billing
Job Titles
1 1,347 (60.05%) Developer
2 593 (26.44%) Java Developer
3 219 (9.76%) DevOps Engineer
4 176 (7.85%) Architect
5 156 (6.95%) Senior Developer
6 153 (6.82%) Full Stack Developer
7 133 (5.93%) Software Engineer
8 125 (5.57%) Node.js Developer
9 82 (3.66%) .NET Developer
9 82 (3.66%) Senior Java Developer
10 79 (3.52%) Lead Developer
11 78 (3.48%) Data Engineer
12 75 (3.34%) React Developer
13 74 (3.30%) AWS Engineer
13 74 (3.30%) JavaScript Developer
14 70 (3.12%) Scala Developer
15 68 (3.03%) C# Developer
16 63 (2.81%) Lead Java Developer
17 58 (2.59%) Java Engineer
17 58 (2.59%) Software Developer
Libraries, Frameworks & Software Standards
1 601 (26.79%) Spring
2 579 (25.81%) Node.js
3 507 (22.60%) HTML
4 496 (22.11%) AngularJS
5 461 (20.55%) REST
6 421 (18.77%) CSS
7 355 (15.83%) RESTful
8 336 (14.98%) Web Services
9 311 (13.87%) Spring Boot
10 309 (13.78%) React
11 299 (13.33%) Hibernate
11 299 (13.33%) Kafka
12 281 (12.53%) HTML5
13 246 (10.97%) .NET
14 228 (10.16%) JSON
15 226 (10.08%) XML
16 201 (8.96%) RabbitMQ
17 178 (7.94%) Play Framework
18 169 (7.53%) SOAP
19 141 (6.29%) jQuery
Miscellaneous
1 298 (13.29%) Greenfield Project
2 101 (4.50%) Analytical Skills
3 91 (4.06%) User Experience
4 66 (2.94%) Fixed Income
5 63 (2.81%) Enterprise Software
6 60 (2.67%) Algorithms
7 57 (2.54%) Computer Science
8 40 (1.78%) Public Cloud
9 38 (1.69%) Fintech
9 38 (1.69%) Mobile App
10 31 (1.38%) Data Centre
11 30 (1.34%) Credit Risk
12 28 (1.25%) Data Structures
12 28 (1.25%) Market Risk
13 25 (1.11%) Replication
14 24 (1.07%) Device Driver
15 23 (1.03%) Self-Motivation
16 18 (0.80%) Derivative
17 17 (0.76%) Clustering
17 17 (0.76%) Linux Command Line
Operating Systems
1 586 (26.13%) Linux
2 171 (7.62%) Unix
2 171 (7.62%) Windows
3 112 (4.99%) Red Hat Enterprise Linux
4 99 (4.41%) Ubuntu
5 98 (4.37%) CentOS
6 30 (1.34%) Android
7 27 (1.20%) Windows Server
8 26 (1.16%) Apple iOS
9 17 (0.76%) Mac OS X
10 10 (0.45%) Mac OS
11 9 (0.40%) Debian
12 4 (0.18%) AIX
12 4 (0.18%) DC/OS
12 4 (0.18%) Mesosphere
12 4 (0.18%) Solaris
12 4 (0.18%) VMS
13 3 (0.13%) Oracle Linux
14 2 (0.089%) Fedora
14 2 (0.089%) Windows Server 2008
Processes & Methodologies
1 1,210 (53.95%) Agile Software Development
2 786 (35.04%) Microservices
3 668 (29.78%) DevOps
4 588 (26.21%) TDD
5 408 (18.19%) Continuous Integration
6 394 (17.57%) Test Automation
7 388 (17.30%) BDD
8 351 (15.65%) Software Engineering
9 288 (12.84%) Scrum
10 277 (12.35%) Open Source
11 213 (9.50%) MVC
12 186 (8.29%) Analytics
13 160 (7.13%) Configuration Management
14 149 (6.64%) Continuous Delivery
15 141 (6.29%) Multithreading
16 130 (5.80%) Mentoring
17 129 (5.75%) OO
17 129 (5.75%) Problem-Solving
18 128 (5.71%) SOA
19 127 (5.66%) Kanban
Programming Languages
1 1,184 (52.79%) Java
2 762 (33.97%) JavaScript
3 658 (29.34%) SQL
4 592 (26.39%) Python
5 308 (13.73%) Java 8
6 302 (13.46%) C#
7 293 (13.06%) Scala
8 199 (8.87%) Ruby
9 152 (6.78%) Bash Shell
10 136 (6.06%) Perl
11 97 (4.32%) PHP
11 97 (4.32%) TypeScript
12 94 (4.19%) Groovy
13 88 (3.92%) Go
14 86 (3.83%) ES6
15 78 (3.48%) PL/SQL
16 73 (3.25%) C++
17 69 (3.08%) Java 9
18 64 (2.85%) PowerShell
19 60 (2.67%) Shell Script
Qualifications
1 124 (5.53%) Security Cleared
2 90 (4.01%) SC Cleared
3 77 (3.43%) Degree
4 42 (1.87%) AWS Certification
5 24 (1.07%) Computer Science Degree
6 22 (0.98%) DV Cleared
7 20 (0.89%) BPSS Clearance
8 17 (0.76%) PhD
9 11 (0.49%) ISEB
9 11 (0.49%) ISTQB
10 10 (0.45%) ISTQB Foundation Certification
11 8 (0.36%) DBS Check
12 5 (0.22%) Cisco Certification
13 4 (0.18%) CESG Certified Professional
13 4 (0.18%) MCSE
13 4 (0.18%) Microsoft Certification
14 3 (0.13%) CCNA
14 3 (0.13%) CISSP
14 3 (0.13%) MCITP
14 3 (0.13%) PMI Certification
Quality Assurance & Compliance
1 95 (4.24%) QA
2 21 (0.94%) Data Quality
3 12 (0.53%) GDPR
4 8 (0.36%) Disclosure Scotland
5 5 (0.22%) PMO
6 4 (0.18%) ISO/IEC 27001
7 3 (0.13%) WCAG
8 2 (0.089%) PCI DSS
8 2 (0.089%) PSD2
9 1 (0.045%) Sarbanes-Oxley
9 1 (0.045%) SLA
System Software
1 717 (31.97%) Docker
2 50 (2.23%) HDFS
3 48 (2.14%) Apache Flume
4 30 (1.34%) VMware Infrastructure
5 23 (1.03%) Apache ZooKeeper
5 23 (1.03%) Virtual Machines
6 16 (0.71%) Oracle RAC
7 13 (0.58%) Active Directory
8 11 (0.49%) KVM
9 9 (0.40%) VirtualBox
10 6 (0.27%) etcd
11 5 (0.22%) Xen
12 4 (0.18%) vCloud
13 3 (0.13%) LXC
14 2 (0.089%) flannel
14 2 (0.089%) Hyper-V
14 2 (0.089%) iptables
14 2 (0.089%) NFS
15 1 (0.045%) OpenIDM
15 1 (0.045%) Virtual Servers
Systems Management
1 341 (15.20%) Kubernetes
1 341 (15.20%) Puppet
2 319 (14.22%) Ansible
3 217 (9.67%) Terraform
4 205 (9.14%) Opscode Chef
5 172 (7.67%) Grafana
6 135 (6.02%) Kibana
7 113 (5.04%) Prometheus
8 81 (3.61%) Nagios
9 74 (3.30%) Cobbler
10 52 (2.32%) logstash
11 47 (2.10%) ZABBIX
12 46 (2.05%) Packer
13 39 (1.74%) Rancher
14 34 (1.52%) Icinga
15 31 (1.38%) Docker Swarm
16 29 (1.29%) Graphite
17 23 (1.03%) Salt
17 23 (1.03%) Uchiwa
18 21 (0.94%) HAProxy
Vendors
1 395 (17.61%) Oracle
2 182 (8.11%) Google
3 128 (5.71%) Microsoft
4 101 (4.50%) Red Hat
5 59 (2.63%) VMware
6 55 (2.45%) Adobe
7 49 (2.18%) Splunk
8 48 (2.14%) IBM
9 45 (2.01%) New Relic
10 42 (1.87%) Tableau
11 39 (1.74%) webMethods
12 37 (1.65%) Atlassian
12 37 (1.65%) Informatica
13 36 (1.60%) Hortonworks
14 34 (1.52%) Black Duck
15 33 (1.47%) Sybase
16 31 (1.38%) SAP
17 28 (1.25%) TIBCO
18 25 (1.11%) Alteryx
19 24 (1.07%) Talend