Period
to 18 January 2019

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 18 January 2019 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
18 Jan 2019
Same period 2018 Same period 2017
Rank 118 127 142
Rank change year-on-year +9 +15 0
Contract jobs citing MongoDB 2,109 2,039 1,795
As % of all contract IT jobs advertised in the UK 2.12% 2.03% 1.85%
As % of the Database & Business Intelligence category 9.44% 9.24% 8.19%
Number of daily rates quoted 1,462 1,554 1,313
UK median daily rate £525 £500 £480
Median daily rate % change year-on-year +5.00% +4.17% +1.05%
10th Percentile £400 £363 £350
90th Percentile £660 £644 £638
UK excluding London median daily rate £495 £450 £450
% change year-on-year +10.06% - +5.88%
Number of hourly rates quoted 12 8 0
UK median hourly rate £43.25 £45.00 -
Median hourly rate % change year-on-year -3.89% - -
UK excluding London median hourly rate £41.50 £45.00 -
% change year-on-year -7.78% - -

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 22,345 22,065 21,924
As % of all contract IT jobs advertised in the UK 22.46% 22.00% 22.56%
Number of daily rates quoted 15,395 15,353 14,612
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +2.41%
10th Percentile £319 £310 £288
90th Percentile £644 £625 £600
UK excluding London median daily rate £425 £400 £388
% change year-on-year +6.25% +3.23% +3.33%
Number of hourly rates quoted 248 254 320
UK median hourly rate £32.50 £30.95 £28.34
Median hourly rate % change year-on-year +5.01% +9.21% -5.53%
10th Percentile £13.91 £14.68 £10.45
90th Percentile £57.38 £55.42 £50.16
UK excluding London median hourly rate £33.00 £35.00 £27.50
% change year-on-year -5.71% +27.27% -5.98%

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 18 January 2019.

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 18 January 2019.

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 18 January 2019. 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 +8 1,938 £525 +5.00% 603
London +3 1,087 £550 +4.76% 275
UK excluding London +4 983 £495 +10.06% 355
South East +23 310 £513 +5.13% 84
North of England -5 286 £483 +12.21% 82
Yorkshire -13 143 £500 +14.94% 25
Midlands -7 121 £419 -11.84% 62
West Midlands +15 93 £440 -7.37% 43
North West -33 91 £450 +4.65% 44
Scotland +3 86 £450 +18.42% 19
South West -14 72 £500 +17.65% 55
East of England -25 60 £450 -7.69% 45
North East +27 58 £500 -2.15% 13
Wales -36 45 £500 +5.26% 7
East Midlands -28 28 £390 -3.70% 18
Northern Ireland +20 8 £443 +68.57% 1

For the 6 months to 18 January 2019, 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 1,095 (51.92%) Agile Software Development
2 1,069 (50.69%) Java
3 911 (43.20%) NoSQL
4 806 (38.22%) Microservices
5 729 (34.57%) Amazon AWS
6 718 (34.04%) JavaScript
7 681 (32.29%) Docker
8 632 (29.97%) DevOps
9 620 (29.40%) Linux
10 618 (29.30%) SQL
11 604 (28.64%) Jenkins
12 592 (28.07%) TDD
13 584 (27.69%) Git (software)
14 552 (26.17%) Python
15 533 (25.27%) Node.js
16 521 (24.70%) Spring
17 491 (23.28%) MySQL
18 482 (22.85%) HTML
19 464 (22.00%) REST
20 456 (21.62%) Apache Cassandra
21 440 (20.86%) AngularJS
22 423 (20.06%) Test Automation
23 391 (18.54%) Continuous Integration
24 376 (17.83%) CSS
25 375 (17.78%) BDD
26 360 (17.07%) PostgreSQL
27 349 (16.55%) Kubernetes
28 344 (16.31%) Software Engineering
29 341 (16.17%) RESTful
30 332 (15.74%) Oracle

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
1 242 (11.47%) Elasticsearch
2 168 (7.97%) Apache
3 165 (7.82%) Apache Spark
4 138 (6.54%) Confluence
5 126 (5.97%) Tomcat
6 118 (5.60%) nginx
7 116 (5.50%) JBoss
8 93 (4.41%) WebLogic
9 61 (2.89%) Jetty
9 61 (2.89%) MQSeries
10 60 (2.84%) Apache Solr
11 40 (1.90%) OpenStack
12 29 (1.38%) Apache Pig
13 23 (1.09%) CMS
14 22 (1.04%) Oracle SOA Suite
15 21 (1.00%) SAS
16 17 (0.81%) Cloud Foundry
16 17 (0.81%) Mule
17 13 (0.62%) SharePoint
18 10 (0.47%) Adobe Experience Manager
Applications
1 23 (1.09%) Microsoft Excel
2 6 (0.28%) MS Visio
3 4 (0.19%) Microsoft Office
4 3 (0.14%) Chatbot
4 3 (0.14%) InVision
4 3 (0.14%) Photoshop
5 2 (0.095%) Adobe Illustrator
5 2 (0.095%) GIMP
5 2 (0.095%) GNU Octave
5 2 (0.095%) Microsoft PowerPoint
5 2 (0.095%) SPSS
6 1 (0.047%) Adobe Creative Suite
6 1 (0.047%) Adobe Premiere
6 1 (0.047%) Microsoft Project
Business Applications
1 25 (1.19%) Distributed Ledger
2 12 (0.57%) SAP Oil and Gas
3 6 (0.28%) SAP FI-CA
3 6 (0.28%) SAP PSCD
4 4 (0.19%) Remedy ITSM
5 3 (0.14%) SAP MM
5 3 (0.14%) SAP R/3
6 2 (0.095%) Infor SunSystems
7 1 (0.047%) Dynamics CRM
7 1 (0.047%) Dynamics NAV
7 1 (0.047%) Eloqua
7 1 (0.047%) Exstream
7 1 (0.047%) LongView
7 1 (0.047%) Oracle EBS
7 1 (0.047%) Oracle Financials
7 1 (0.047%) SAP CRM
7 1 (0.047%) SDL Web 8
7 1 (0.047%) Unica
Cloud Services
1 729 (34.57%) Amazon AWS
2 310 (14.70%) Microsoft Azure
3 143 (6.78%) GitHub
4 101 (4.79%) Google Cloud Platform
5 90 (4.27%) Amazon S3
6 86 (4.08%) Amazon EC2
7 81 (3.84%) Serverless
8 77 (3.65%) Google Analytics
9 62 (2.94%) Amazon ELB
9 62 (2.94%) AWS Lambda
9 62 (2.94%) PaaS
10 59 (2.80%) SaaS
11 58 (2.75%) Slack
12 53 (2.51%) Virtual Private Cloud
13 49 (2.32%) OpenShift
13 49 (2.32%) Route 53
14 46 (2.18%) AWS CloudFormation
15 39 (1.85%) IaaS
16 33 (1.56%) Heroku
17 29 (1.38%) Apigee
Communications & Networking
1 248 (11.76%) HTTP
2 131 (6.21%) SSL
3 124 (5.88%) TCP/IP
4 90 (4.27%) DNS
5 60 (2.84%) FTP
6 55 (2.61%) Firewall
7 37 (1.75%) IPsec
8 34 (1.61%) DHCP
9 18 (0.85%) Kerberos
10 17 (0.81%) Internet
11 16 (0.76%) SAN
12 13 (0.62%) VPN
13 12 (0.57%) AMQP
13 12 (0.57%) Skype
14 11 (0.52%) NAS
15 9 (0.43%) Unicast
16 8 (0.38%) BGP
16 8 (0.38%) HTTPS
17 7 (0.33%) iSCSI
18 5 (0.24%) OpenVPN
Database & Business Intelligence
1 911 (43.20%) NoSQL
2 491 (23.28%) MySQL
3 456 (21.62%) Apache Cassandra
4 360 (17.07%) PostgreSQL
5 293 (13.89%) Relational Database
6 288 (13.66%) Hadoop
7 271 (12.85%) SQL Server
8 212 (10.05%) Big Data
9 152 (7.21%) Redis
10 122 (5.78%) RDBMS
11 117 (5.55%) Couchbase
12 92 (4.36%) HBase
13 88 (4.17%) Neo4j
14 82 (3.89%) Apache Hive
15 80 (3.79%) Data Warehouse
16 60 (2.84%) Oracle Database
17 55 (2.61%) Riak
18 54 (2.56%) Amazon DynamoDB
19 51 (2.42%) CouchDB
20 43 (2.04%) Cosmos DB
Development Applications
1 604 (28.64%) Jenkins
2 584 (27.69%) Git (software)
3 247 (11.71%) Maven
4 219 (10.38%) Cucumber
5 212 (10.05%) JIRA
6 207 (9.82%) Selenium
7 145 (6.88%) JUnit
8 138 (6.54%) Subversion
9 123 (5.83%) Gatling
10 115 (5.45%) gulp
11 105 (4.98%) IntelliJ
12 93 (4.41%) GitLab
13 92 (4.36%) Atlassian Bamboo
14 80 (3.79%) SonarQube
15 79 (3.75%) Artifactory
16 75 (3.56%) Bitbucket
17 70 (3.32%) Sublime Text
18 69 (3.27%) Mockito
19 68 (3.22%) Eclipse
20 67 (3.18%) Grunt
General
1 273 (12.94%) Finance
2 217 (10.29%) Banking
3 84 (3.98%) Retail
4 74 (3.51%) Front Office
5 69 (3.27%) Investment Banking
6 47 (2.23%) Games
7 30 (1.42%) Legal
8 28 (1.33%) Marketing
9 26 (1.23%) Telecoms
10 16 (0.76%) Financial Institution
11 14 (0.66%) Advertising
12 13 (0.62%) Back Office
13 11 (0.52%) Publishing
14 7 (0.33%) Law
15 6 (0.28%) Manufacturing
16 3 (0.14%) Automotive
16 3 (0.14%) Electronics
17 2 (0.095%) Arabic Language
17 2 (0.095%) Billing
17 2 (0.095%) Hindi Language
Job Titles
1 1,281 (60.74%) Developer
2 528 (25.04%) Java Developer
3 222 (10.53%) DevOps Engineer
4 143 (6.78%) Architect
5 136 (6.45%) Senior Developer
6 130 (6.16%) Node.js Developer
7 129 (6.12%) Software Engineer
8 125 (5.93%) Full Stack Developer
9 92 (4.36%) Scala Developer
10 83 (3.94%) .NET Developer
11 79 (3.75%) Lead Developer
12 75 (3.56%) Angular Developer
12 75 (3.56%) Data Engineer
13 74 (3.51%) React Developer
14 72 (3.41%) Senior Java Developer
15 67 (3.18%) Python Developer
16 65 (3.08%) AWS Engineer
17 64 (3.03%) JavaScript Developer
17 64 (3.03%) Lead Java Developer
18 62 (2.94%) C# Developer
Libraries, Frameworks & Software Standards
1 533 (25.27%) Node.js
2 521 (24.70%) Spring
3 482 (22.85%) HTML
4 464 (22.00%) REST
5 440 (20.86%) AngularJS
6 376 (17.83%) CSS
7 341 (16.17%) RESTful
8 307 (14.56%) Web Services
9 291 (13.80%) React
10 290 (13.75%) Kafka
11 277 (13.13%) Hibernate
12 265 (12.57%) Spring Boot
13 260 (12.33%) HTML5
14 233 (11.05%) .NET
15 211 (10.00%) Play Framework
16 204 (9.67%) JSON
17 189 (8.96%) RabbitMQ
17 189 (8.96%) XML
18 139 (6.59%) SOAP
19 136 (6.45%) Elastic Stack
Miscellaneous
1 267 (12.66%) Greenfield Project
2 109 (5.17%) Analytical Skills
3 95 (4.50%) User Experience
4 51 (2.42%) Public Cloud
5 47 (2.23%) Enterprise Software
5 47 (2.23%) Fixed Income
6 40 (1.90%) Fintech
7 38 (1.80%) Algorithms
8 35 (1.66%) Data Centre
9 33 (1.56%) Replication
10 28 (1.33%) Self-Motivation
11 27 (1.28%) Credit Risk
11 27 (1.28%) Mobile App
12 26 (1.23%) Market Risk
13 24 (1.14%) Clustering
13 24 (1.14%) Data Structures
14 21 (1.00%) Cloud Native
15 19 (0.90%) Device Driver
16 16 (0.76%) PKI
16 16 (0.76%) Private Cloud
Operating Systems
1 620 (29.40%) Linux
2 191 (9.06%) Unix
3 173 (8.20%) Windows
4 130 (6.16%) Red Hat Enterprise Linux
5 112 (5.31%) CentOS
6 93 (4.41%) Ubuntu
7 43 (2.04%) Mac OS X
8 23 (1.09%) Apple iOS
9 22 (1.04%) Android
9 22 (1.04%) Windows Server
10 12 (0.57%) Mac OS
11 9 (0.43%) Debian
12 8 (0.38%) Solaris
13 5 (0.24%) AIX
13 5 (0.24%) VMS
14 4 (0.19%) DC/OS
14 4 (0.19%) Mesosphere
15 2 (0.095%) Fedora
15 2 (0.095%) Oracle Linux
15 2 (0.095%) Windows Server 2008
Processes & Methodologies
1 1,095 (51.92%) Agile Software Development
2 806 (38.22%) Microservices
3 632 (29.97%) DevOps
4 592 (28.07%) TDD
5 423 (20.06%) Test Automation
6 391 (18.54%) Continuous Integration
7 375 (17.78%) BDD
8 344 (16.31%) Software Engineering
9 296 (14.04%) Open Source
10 239 (11.33%) Scrum
11 203 (9.63%) Analytics
12 188 (8.91%) MVC
13 177 (8.39%) Configuration Management
14 148 (7.02%) Problem-Solving
15 142 (6.73%) Continuous Delivery
16 126 (5.97%) Kanban
17 118 (5.60%) Mentoring
18 117 (5.55%) OO
19 111 (5.26%) Multithreading
19 111 (5.26%) SOA
Programming Languages
1 1,069 (50.69%) Java
2 718 (34.04%) JavaScript
3 618 (29.30%) SQL
4 552 (26.17%) Python
5 315 (14.94%) Scala
6 276 (13.09%) Java 8
7 271 (12.85%) C#
8 173 (8.20%) Ruby
9 137 (6.50%) Bash Shell
9 137 (6.50%) Perl
10 103 (4.88%) Groovy
11 87 (4.13%) Go
11 87 (4.13%) PHP
11 87 (4.13%) TypeScript
12 85 (4.03%) ES6
13 79 (3.75%) C++
14 66 (3.13%) Java 9
15 63 (2.99%) PowerShell
16 59 (2.80%) Haskell
17 56 (2.66%) Shell Script
Qualifications
1 109 (5.17%) Security Cleared
2 90 (4.27%) Degree
3 78 (3.70%) SC Cleared
4 49 (2.32%) AWS Certification
5 34 (1.61%) Computer Science Degree
6 21 (1.00%) BPSS Clearance
7 19 (0.90%) DV Cleared
8 13 (0.62%) PhD
9 8 (0.38%) ISEB
9 8 (0.38%) ISTQB
10 6 (0.28%) ISTQB Foundation Certification
11 4 (0.19%) CCNA
11 4 (0.19%) Cisco Certification
11 4 (0.19%) Master's Degree
11 4 (0.19%) MCSE
11 4 (0.19%) Microsoft Certification
12 3 (0.14%) MCITP
12 3 (0.14%) PMI Certification
13 2 (0.095%) CEH
13 2 (0.095%) DBS Check
Quality Assurance & Compliance
1 67 (3.18%) QA
2 19 (0.90%) Data Quality
3 12 (0.57%) Disclosure Scotland
4 5 (0.24%) ISO/IEC 27001
4 5 (0.24%) PSD2
5 4 (0.19%) GDPR
6 3 (0.14%) PCI DSS
6 3 (0.14%) PMO
7 2 (0.095%) PA-DSS
7 2 (0.095%) WCAG
System Software
1 681 (32.29%) Docker
2 50 (2.37%) Apache Flume
3 39 (1.85%) Virtual Machines
4 37 (1.75%) HDFS
5 29 (1.38%) Apache ZooKeeper
6 27 (1.28%) VMware Infrastructure
7 22 (1.04%) Active Directory
8 19 (0.90%) Oracle RAC
9 11 (0.52%) KVM
10 4 (0.19%) BIND 9
10 4 (0.19%) NFS
10 4 (0.19%) Postfix
11 2 (0.095%) iptables
12 1 (0.047%) etcd
12 1 (0.047%) vCloud
12 1 (0.047%) VirtualBox
12 1 (0.047%) Xen
Systems Management
1 349 (16.55%) Kubernetes
2 324 (15.36%) Puppet
3 302 (14.32%) Ansible
4 219 (10.38%) Terraform
5 188 (8.91%) Opscode Chef
6 173 (8.20%) Grafana
7 135 (6.40%) Kibana
8 106 (5.03%) Prometheus
9 60 (2.84%) Nagios
10 57 (2.70%) Cobbler
11 51 (2.42%) Rancher
12 50 (2.37%) Packer
13 36 (1.71%) ZABBIX
14 35 (1.66%) Graphite
15 34 (1.61%) logstash
16 32 (1.52%) Docker Swarm
17 29 (1.38%) Icinga
18 21 (1.00%) Salt
19 20 (0.95%) Mesos
20 16 (0.76%) Hadoop YARN
Vendors
1 332 (15.74%) Oracle
2 209 (9.91%) Google
3 137 (6.50%) Microsoft
4 83 (3.94%) Red Hat
5 58 (2.75%) Splunk
6 52 (2.47%) Adobe
7 50 (2.37%) VMware
8 48 (2.28%) webMethods
9 39 (1.85%) Black Duck
10 34 (1.61%) IBM
11 28 (1.33%) Cloudera
11 28 (1.33%) Informatica
12 27 (1.28%) SAP
12 27 (1.28%) Sybase
13 26 (1.23%) New Relic
13 26 (1.23%) Talend
14 25 (1.19%) Hortonworks
15 24 (1.14%) Atlassian
16 23 (1.09%) Tableau
17 21 (1.00%) HP