Period
to 24 June 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 24 June 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
24 Jun 2019
Same period 2018 Same period 2017
Rank 161 137 117
Rank change year-on-year -24 -20 +17
Contract jobs citing MongoDB 1,584 1,938 1,863
As % of all contract IT jobs advertised in the UK 1.74% 1.93% 2.03%
As % of the Database & Business Intelligence category 7.86% 8.57% 9.00%
Number of daily rates quoted 1,200 1,384 1,366
UK median daily rate £525 £513 £475
Median daily rate % change year-on-year +2.44% +7.89% -
10th Percentile £388 £363 £349
90th Percentile £663 £650 £625
UK excluding London median daily rate £463 £450 £438
% change year-on-year +2.78% +2.86% +0.57%
Number of hourly rates quoted 5 4 2
UK median hourly rate £56.00 £30.00 £40.00
Median hourly rate % change year-on-year +86.67% -25.00% +5.26%
10th Percentile £47.10 £19.30 £36.00
90th Percentile £57.10 £46.63 £44.00
UK excluding London median hourly rate £55.00 £37.50 -
% change year-on-year +46.67% - -

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 20,154 22,612 20,691
As % of all contract IT jobs advertised in the UK 22.18% 22.55% 22.58%
Number of daily rates quoted 13,813 15,738 13,762
UK median daily rate £475 £463 £441
Median daily rate % change year-on-year +2.70% +4.93% +3.71%
10th Percentile £325 £313 £300
90th Percentile £650 £635 £613
UK excluding London median daily rate £430 £413 £400
% change year-on-year +4.24% +3.13% +6.67%
Number of hourly rates quoted 243 230 272
UK median hourly rate £35.00 £33.75 £30.00
Median hourly rate % change year-on-year +3.70% +12.50% +5.26%
10th Percentile £14.11 £13.81 £10.50
90th Percentile £57.50 £55.00 £52.15
UK excluding London median hourly rate £35.00 £33.50 £30.00
% change year-on-year +4.48% +11.67% +5.26%

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 24 June 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 24 June 2019.

Contractor hourly rate histogram for MongoDB in the UK

MongoDB
Top 15 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 24 June 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 -21 1,489 £525 - 190
London -14 910 £550 - 54
UK excluding London -19 651 £463 +2.78% 145
North of England +34 240 £500 +14.29% 44
South East -67 126 £438 -7.89% 35
North West +44 112 £500 +14.29% 28
Yorkshire +1 92 £525 +16.67% 9
South West +34 85 £500 +5.26% 18
Midlands -12 72 £408 -14.21% 24
Scotland +9 59 £450 +15.38% 4
East of England -24 52 £456 +1.39% 15
West Midlands -2 46 £420 -11.58% 9
North East +26 35 £450 +2.04% 7
East Midlands -4 25 £365 -27.02% 15
Wales +6 17 £410 -13.68% 2

For the 6 months to 24 June 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.

1 851 (53.72%) Agile Software Development
2 784 (49.49%) Java
3 646 (40.78%) NoSQL
4 612 (38.64%) Microservices
5 530 (33.46%) Amazon AWS
6 529 (33.40%) SQL
7 507 (32.01%) Docker
8 483 (30.49%) DevOps
9 473 (29.86%) Python
10 468 (29.55%) TDD
11 466 (29.42%) Linux
12 459 (28.98%) JavaScript
13 403 (25.44%) Jenkins
14 359 (22.66%) Kubernetes
15 358 (22.60%) Test Automation
16 353 (22.29%) Git (software)
17 350 (22.10%) MySQL
18 338 (21.34%) Node.js
19 323 (20.39%) PostgreSQL
20 319 (20.14%) Apache Cassandra
21 308 (19.44%) Microsoft Azure
22 301 (19.00%) Kafka
23 293 (18.50%) Spring
24 281 (17.74%) REST
25 278 (17.55%) AngularJS
26 266 (16.79%) BDD
26 266 (16.79%) Continuous Integration
27 265 (16.73%) HTML
28 246 (15.53%) React
28 246 (15.53%) Relational Database

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
1 167 (10.54%) Elasticsearch
2 158 (9.97%) Apache Spark
3 101 (6.38%) Apache
4 77 (4.86%) Confluence
5 49 (3.09%) JBoss
5 49 (3.09%) nginx
6 35 (2.21%) Tomcat
6 35 (2.21%) WebLogic
7 23 (1.45%) Apache Solr
7 23 (1.45%) SAS
8 20 (1.26%) SharePoint
9 18 (1.14%) Apache Pig
10 16 (1.01%) Apache Airflow
10 16 (1.01%) Cloud Foundry
11 15 (0.95%) Luigi
11 15 (0.95%) Mule
12 11 (0.69%) Jetty
12 11 (0.69%) WebSphere
13 10 (0.63%) OpenStack
14 9 (0.57%) IIS
Applications
1 17 (1.07%) Microsoft Excel
2 6 (0.38%) MS Visio
3 5 (0.32%) Weka
4 2 (0.13%) SPSS
5 1 (0.063%) FileZilla
5 1 (0.063%) Notepad++
Business Applications
1 15 (0.95%) Distributed Ledger
2 5 (0.32%) SAP ERP
3 4 (0.25%) Magento
3 4 (0.25%) SAP FI-CA
3 4 (0.25%) SAP Oil and Gas
3 4 (0.25%) SAP PSCD
3 4 (0.25%) SAP S/4HANA
4 3 (0.19%) Payment Gateway
5 2 (0.13%) Oracle Cash Management
6 1 (0.063%) Eloqua
6 1 (0.063%) Oracle BPM
6 1 (0.063%) Oracle EBS
6 1 (0.063%) R3 Corda
Cloud Services
1 530 (33.46%) Amazon AWS
2 308 (19.44%) Microsoft Azure
3 118 (7.45%) Google Cloud Platform
4 109 (6.88%) Amazon S3
5 96 (6.06%) Serverless
6 83 (5.24%) Amazon EC2
7 65 (4.10%) AWS Lambda
8 56 (3.54%) GitHub
9 50 (3.16%) SaaS
10 44 (2.78%) Cloud Computing
11 41 (2.59%) AWS CloudFormation
12 39 (2.46%) Amazon ECS
13 37 (2.34%) Amazon ELB
14 33 (2.08%) Power Platform
15 30 (1.89%) Route 53
16 29 (1.83%) Amazon SQS
16 29 (1.83%) OpenShift
16 29 (1.83%) Virtual Private Cloud
17 22 (1.39%) Amazon Kinesis
18 21 (1.33%) Amazon CloudWatch
Communications & Networking
1 183 (11.55%) HTTP
2 94 (5.93%) SSL
3 90 (5.68%) TCP/IP
4 75 (4.73%) DNS
5 63 (3.98%) FTP
6 53 (3.35%) IPsec
7 51 (3.22%) DHCP
8 17 (1.07%) Firewall
9 13 (0.82%) Internet
10 11 (0.69%) MQTT
11 10 (0.63%) Kerberos
12 6 (0.38%) VPN
13 4 (0.25%) AMQP
13 4 (0.25%) SAN
13 4 (0.25%) SMTP
14 3 (0.19%) IMAP
15 2 (0.13%) IPv4
15 2 (0.13%) Reverse Proxy
15 2 (0.13%) SNMP
15 2 (0.13%) SSH
Database & Business Intelligence
1 646 (40.78%) NoSQL
2 350 (22.10%) MySQL
3 323 (20.39%) PostgreSQL
4 319 (20.14%) Apache Cassandra
5 246 (15.53%) Relational Database
6 182 (11.49%) Hadoop
7 174 (10.98%) SQL Server
8 146 (9.22%) Big Data
9 115 (7.26%) RDBMS
10 102 (6.44%) Redis
11 100 (6.31%) Neo4j
12 78 (4.92%) Apache Hive
13 66 (4.17%) HBase
14 57 (3.60%) Data Warehouse
15 52 (3.28%) CouchDB
16 42 (2.65%) Cosmos DB
17 39 (2.46%) Amazon DynamoDB
18 33 (2.08%) Power BI
19 32 (2.02%) Oracle Database
20 31 (1.96%) Couchbase
Development Applications
1 403 (25.44%) Jenkins
2 353 (22.29%) Git (software)
3 175 (11.05%) Cucumber
4 162 (10.23%) Mockito
5 145 (9.15%) JIRA
6 123 (7.77%) Maven
7 115 (7.26%) Selenium
8 95 (6.00%) JUnit
9 84 (5.30%) Subversion
10 78 (4.92%) GitLab
11 75 (4.73%) SonarQube
12 52 (3.28%) Bitbucket
13 48 (3.03%) Travis CI
14 44 (2.78%) gulp
15 34 (2.15%) Gatling
16 33 (2.08%) Team Foundation Server
16 33 (2.08%) webpack
17 32 (2.02%) Sonatype Nexus
18 31 (1.96%) TeamCity
19 29 (1.83%) Atlassian Bamboo
General
1 165 (10.42%) Finance
2 144 (9.09%) Banking
3 46 (2.90%) Retail
4 37 (2.34%) Investment Banking
5 36 (2.27%) Front Office
6 17 (1.07%) Games
7 16 (1.01%) Law
7 16 (1.01%) Marketing
8 13 (0.82%) Financial Institution
8 13 (0.82%) Legal
9 8 (0.51%) Telecoms
10 7 (0.44%) Back Office
11 5 (0.32%) Publishing
12 4 (0.25%) Advertising
12 4 (0.25%) Billing
13 3 (0.19%) Aerospace
13 3 (0.19%) Automotive
13 3 (0.19%) Manufacturing
14 1 (0.063%) Electronics
14 1 (0.063%) Local Government
Job Titles
1 907 (57.26%) Developer
2 354 (22.35%) Java Developer
3 164 (10.35%) DevOps Engineer
4 154 (9.72%) Senior Developer
5 109 (6.88%) Full Stack Developer
6 107 (6.76%) Senior Java Developer
7 103 (6.50%) Data Engineer
8 91 (5.74%) Python Developer
9 86 (5.43%) Architect
10 64 (4.04%) Scala Developer
11 62 (3.91%) .NET Developer
12 60 (3.79%) Node.js Developer
13 57 (3.60%) JavaScript Developer
14 50 (3.16%) Software Engineer
15 48 (3.03%) React Developer
16 41 (2.59%) DBA
17 40 (2.53%) Python Engineer
18 38 (2.40%) AWS Engineer
19 37 (2.34%) Agile Developer
19 37 (2.34%) C# Developer
Libraries, Frameworks & Software Standards
1 338 (21.34%) Node.js
2 301 (19.00%) Kafka
3 293 (18.50%) Spring
4 281 (17.74%) REST
5 278 (17.55%) AngularJS
6 265 (16.73%) HTML
7 246 (15.53%) React
8 230 (14.52%) Web Services
9 226 (14.27%) RESTful
10 217 (13.70%) CSS
11 174 (10.98%) JSON
12 170 (10.73%) .NET
13 162 (10.23%) HTML5
14 160 (10.10%) Spring Boot
15 135 (8.52%) Hibernate
16 125 (7.89%) JAX-RS
17 122 (7.70%) RabbitMQ
18 98 (6.19%) Elastic Stack
19 91 (5.74%) CSS3
20 89 (5.62%) ActiveMQ
Miscellaneous
1 91 (5.74%) Greenfield Project
2 72 (4.55%) Analytical Skills
3 58 (3.66%) User Experience
4 36 (2.27%) Data Structures
4 36 (2.27%) Self-Motivation
5 35 (2.21%) Algorithms
6 28 (1.77%) Replication
7 23 (1.45%) Enterprise Software
8 20 (1.26%) Clustering
9 19 (1.20%) Cloud Native
10 17 (1.07%) Linux Command Line
11 16 (1.01%) Mobile App
11 16 (1.01%) Public Cloud
12 12 (0.76%) PKI
13 11 (0.69%) Data Protection Act
13 11 (0.69%) Derivative
13 11 (0.69%) Device Driver
14 10 (0.63%) Equities
15 9 (0.57%) Equity Derivative
15 9 (0.57%) Robotics
Operating Systems
1 466 (29.42%) Linux
2 229 (14.46%) Unix
3 107 (6.76%) Windows
4 100 (6.31%) Mac OS X
5 66 (4.17%) Red Hat Enterprise Linux
6 59 (3.72%) Ubuntu
7 57 (3.60%) CentOS
8 20 (1.26%) Windows Server
9 11 (0.69%) Android
10 10 (0.63%) Solaris
10 10 (0.63%) VMS
11 8 (0.51%) Apple iOS
12 3 (0.19%) Debian
12 3 (0.19%) Windows Server 2012
13 2 (0.13%) Fedora
13 2 (0.13%) FreeBSD
13 2 (0.13%) SUSE
13 2 (0.13%) Windows Mobile
13 2 (0.13%) Windows Server 2003
13 2 (0.13%) zOS
Processes & Methodologies
1 851 (53.72%) Agile Software Development
2 612 (38.64%) Microservices
3 483 (30.49%) DevOps
4 468 (29.55%) TDD
5 358 (22.60%) Test Automation
6 266 (16.79%) BDD
6 266 (16.79%) Continuous Integration
7 226 (14.27%) Open Source
8 207 (13.07%) Scrum
9 192 (12.12%) Software Engineering
10 165 (10.42%) Web Development
11 148 (9.34%) Problem-Solving
12 142 (8.96%) OO
13 134 (8.46%) Continuous Deployment
14 132 (8.33%) Configuration Management
15 126 (7.95%) Analytics
16 125 (7.89%) Kanban
17 114 (7.20%) Pair Programming
18 111 (7.01%) ETL
19 103 (6.50%) Responsive Web Design
Programming Languages
1 784 (49.49%) Java
2 529 (33.40%) SQL
3 473 (29.86%) Python
4 459 (28.98%) JavaScript
5 243 (15.34%) Java 8
6 203 (12.82%) Scala
7 170 (10.73%) C#
8 122 (7.70%) Ruby
9 95 (6.00%) Bash Shell
10 69 (4.36%) ES6
10 69 (4.36%) Shell Script
11 67 (4.23%) Groovy
11 67 (4.23%) TypeScript
12 59 (3.72%) Go
13 56 (3.54%) Perl
14 49 (3.09%) C++
15 47 (2.97%) R
16 40 (2.53%) PL/SQL
17 35 (2.21%) PowerShell
18 34 (2.15%) C
Qualifications
1 108 (6.82%) Security Cleared
2 77 (4.86%) SC Cleared
3 73 (4.61%) Degree
4 29 (1.83%) BPSS Clearance
5 24 (1.52%) Computer Science Degree
6 23 (1.45%) DV Cleared
7 15 (0.95%) Master's Degree
8 13 (0.82%) ISTQB
9 12 (0.76%) ISEB
9 12 (0.76%) ISTQB Foundation Certification
10 10 (0.63%) PhD
11 6 (0.38%) AWS Certification
11 6 (0.38%) CHECK Team Member
11 6 (0.38%) DBS Check
12 2 (0.13%) CTC Cleared
12 2 (0.13%) TOGAF Certification
13 1 (0.063%) Numerate Degree
13 1 (0.063%) SAFe Agilist
13 1 (0.063%) SANS
Quality Assurance & Compliance
1 42 (2.65%) QA
2 23 (1.45%) Data Quality
3 15 (0.95%) GDPR
4 8 (0.51%) Disclosure Scotland
5 5 (0.32%) PCI DSS
5 5 (0.32%) PSD2
5 5 (0.32%) Sarbanes-Oxley
6 3 (0.19%) ISO/IEC 27001
7 2 (0.13%) SLA
8 1 (0.063%) NCSC
8 1 (0.063%) NIST
8 1 (0.063%) PMO
System Software
1 507 (32.01%) Docker
2 51 (3.22%) Virtual Machines
3 30 (1.89%) Apache Flume
4 29 (1.83%) HDFS
5 26 (1.64%) Active Directory
6 17 (1.07%) Oracle RAC
7 13 (0.82%) Apache ZooKeeper
8 5 (0.32%) VMware Infrastructure
9 3 (0.19%) Virtual Servers
9 3 (0.19%) VirtualBox
10 2 (0.13%) etcd
11 1 (0.063%) BIND 9
11 1 (0.063%) Hyper-V
11 1 (0.063%) iptables
11 1 (0.063%) KVM
11 1 (0.063%) NFS
11 1 (0.063%) Postfix
11 1 (0.063%) Varnish
11 1 (0.063%) Virtual Desktop
11 1 (0.063%) XenApp
Systems Management
1 359 (22.66%) Kubernetes
2 188 (11.87%) Ansible
3 180 (11.36%) Puppet
4 116 (7.32%) Terraform
5 111 (7.01%) Opscode Chef
6 73 (4.61%) Grafana
7 59 (3.72%) Prometheus
8 42 (2.65%) Kibana
9 31 (1.96%) Packer
10 22 (1.39%) Rancher
11 18 (1.14%) Oozie
12 17 (1.07%) Hadoop YARN
13 16 (1.01%) Nagios
14 15 (0.95%) Icinga
15 12 (0.76%) Graphite
16 11 (0.69%) Consul
16 11 (0.69%) SCCM
17 10 (0.63%) Enterprise Manager Cloud Control
18 9 (0.57%) Docker Swarm
18 9 (0.57%) Marathon
Vendors
1 203 (12.82%) Oracle
2 124 (7.83%) Google
2 124 (7.83%) Microsoft
3 47 (2.97%) Splunk
4 38 (2.40%) Tableau
5 35 (2.21%) Atlassian
6 28 (1.77%) Informatica
6 28 (1.77%) MuleSoft
7 26 (1.64%) Red Hat
8 21 (1.33%) Sybase
9 19 (1.20%) hybris
10 18 (1.14%) IBM
10 18 (1.14%) SAP
11 16 (1.01%) Talend
11 16 (1.01%) webMethods
12 15 (0.95%) Black Duck
12 15 (0.95%) Salesforce.com
13 13 (0.82%) Citrix
13 13 (0.82%) Teradata
14 12 (0.76%) Cloudera