Period
to 27 June 2019

The following table provides summary statistics for contract job vacancies advertised in England 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 27 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 > England
6 months to
27 Jun 2019
Same period 2018 Same period 2017
Rank 157 126 115
Rank change year-on-year -31 -11 +21
Contract jobs citing MongoDB 1,478 1,842 1,773
As % of all contract IT jobs advertised in England 1.78% 2.00% 2.09%
As % of the Database & Business Intelligence category 7.93% 8.79% 9.23%
Number of daily rates quoted 1,126 1,326 1,312
England median daily rate £525 £525 £475
Median daily rate % change year-on-year - +10.53% -
10th Percentile £399 £378 £350
90th Percentile £675 £663 £625
UK median daily rate £525 £515 £475
% change year-on-year +1.94% +8.42% -
Number of hourly rates quoted 5 4 1
England median hourly rate £56.00 £30.00 £35.00
Median hourly rate % change year-on-year +86.67% -14.29% -7.89%
UK median hourly rate £56.00 £30.00 £40.00
% change year-on-year +86.67% -25.00% +5.26%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 18,647 20,966 19,210
As % of all contract IT jobs advertised in England 22.40% 22.72% 22.64%
Number of daily rates quoted 12,920 14,723 12,882
England median daily rate £480 £475 £450
Median daily rate % change year-on-year +1.05% +5.56% +5.88%
10th Percentile £325 £313 £300
90th Percentile £650 £638 £625
UK median daily rate £475 £463 £445
% change year-on-year +2.70% +3.93% +4.71%
Number of hourly rates quoted 228 220 238
England median hourly rate £35.00 £33.75 £30.00
Median hourly rate % change year-on-year +3.70% +12.50% -0.83%
10th Percentile £14.27 £14.00 £9.25
90th Percentile £59.39 £53.88 £50.00
UK median hourly rate £35.00 £33.50 £30.50
% change year-on-year +4.48% +9.84% +7.02%

MongoDB
Job Vacancy Trend in England

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

Job vacancy trend for MongoDB in England

MongoDB
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for MongoDB in England

MongoDB
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing MongoDB in England over the 6 months to 27 June 2019.

Contractor daily rate histogram for MongoDB in England

MongoDB
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for MongoDB in England

MongoDB
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing MongoDB in England over the 6 months to 27 June 2019.

Contractor hourly rate histogram for MongoDB in England

MongoDB
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the England region over the 6 months to 27 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
London -16 905 £550 - 57
North of England +34 238 £500 +14.29% 44
South East -79 126 £438 -8.85% 36
North West +43 112 £500 +14.29% 27
Yorkshire -1 91 £506 +14.08% 9
South West +34 83 £500 +5.26% 19
Midlands -11 73 £409 -13.95% 22
East of England -22 49 £463 +2.78% 15
West Midlands -7 47 £435 -7.20% 8
North East +35 34 £450 - 8
East Midlands -1 26 £408 -18.46% 14
MongoDB
UK

For the 6 months to 27 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 across the England region with a requirement for MongoDB.

1 799 (54.06%) Agile Software Development
2 729 (49.32%) Java
3 596 (40.32%) NoSQL
4 572 (38.70%) Microservices
5 512 (34.64%) SQL
6 497 (33.63%) Amazon AWS
7 487 (32.95%) Docker
8 456 (30.85%) TDD
9 454 (30.72%) Python
10 448 (30.31%) DevOps
11 434 (29.36%) Linux
12 425 (28.76%) JavaScript
13 384 (25.98%) Jenkins
14 353 (23.88%) Kubernetes
15 335 (22.67%) Git (software)
16 334 (22.60%) Test Automation
17 324 (21.92%) MySQL
18 314 (21.24%) PostgreSQL
19 312 (21.11%) Node.js
20 292 (19.76%) Apache Cassandra
21 289 (19.55%) Kafka
22 286 (19.35%) Microsoft Azure
23 275 (18.61%) Spring
24 265 (17.93%) REST
25 262 (17.73%) BDD
26 247 (16.71%) Continuous Integration
27 245 (16.58%) AngularJS
28 236 (15.97%) HTML
29 233 (15.76%) Java 8
30 229 (15.49%) React

MongoDB
Co-occurring IT Skills in England 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
1 157 (10.62%) Elasticsearch
2 143 (9.68%) Apache Spark
3 97 (6.56%) Apache
4 74 (5.01%) Confluence
5 44 (2.98%) nginx
6 43 (2.91%) JBoss
7 28 (1.89%) Tomcat
8 27 (1.83%) WebLogic
9 21 (1.42%) Apache Solr
9 21 (1.42%) SAS
10 18 (1.22%) Apache Pig
11 16 (1.08%) Apache Airflow
12 15 (1.01%) Cloud Foundry
12 15 (1.01%) Luigi
12 15 (1.01%) Mule
13 14 (0.95%) SharePoint
14 11 (0.74%) OpenStack
14 11 (0.74%) WebSphere
15 9 (0.61%) IIS
16 7 (0.47%) Jetty
Applications
1 15 (1.01%) Microsoft Excel
2 5 (0.34%) MS Visio
2 5 (0.34%) Weka
3 2 (0.14%) SPSS
4 1 (0.068%) FileZilla
4 1 (0.068%) Notepad++
Business Applications
1 14 (0.95%) Distributed Ledger
2 5 (0.34%) SAP ERP
3 4 (0.27%) Magento
3 4 (0.27%) SAP FI-CA
3 4 (0.27%) SAP Oil and Gas
3 4 (0.27%) SAP PSCD
3 4 (0.27%) SAP S/4HANA
4 3 (0.20%) Payment Gateway
5 2 (0.14%) Oracle Cash Management
6 1 (0.068%) BusinessWorks
6 1 (0.068%) Eloqua
6 1 (0.068%) Oracle BPM
6 1 (0.068%) Oracle EBS
6 1 (0.068%) R3 Corda
Cloud Services
1 497 (33.63%) Amazon AWS
2 286 (19.35%) Microsoft Azure
3 117 (7.92%) Google Cloud Platform
4 106 (7.17%) Amazon S3
5 95 (6.43%) Serverless
6 79 (5.35%) Amazon EC2
7 66 (4.47%) AWS Lambda
8 54 (3.65%) GitHub
9 52 (3.52%) SaaS
10 41 (2.77%) AWS CloudFormation
11 39 (2.64%) Amazon ECS
12 35 (2.37%) Amazon ELB
12 35 (2.37%) Cloud Computing
13 31 (2.10%) Power Platform
14 29 (1.96%) Amazon SQS
15 28 (1.89%) Route 53
16 27 (1.83%) Virtual Private Cloud
17 25 (1.69%) OpenShift
18 22 (1.49%) Amazon EKS
18 22 (1.49%) Amazon Kinesis
Communications & Networking
1 168 (11.37%) HTTP
2 86 (5.82%) SSL
3 85 (5.75%) TCP/IP
4 73 (4.94%) DNS
5 61 (4.13%) FTP
6 51 (3.45%) IPsec
7 49 (3.32%) DHCP
8 18 (1.22%) Firewall
9 12 (0.81%) Internet
10 11 (0.74%) MQTT
11 9 (0.61%) Kerberos
12 6 (0.41%) VPN
13 4 (0.27%) SAN
13 4 (0.27%) SMTP
14 3 (0.20%) AMQP
14 3 (0.20%) IMAP
14 3 (0.20%) SNMP
15 2 (0.14%) iSCSI
15 2 (0.14%) OpenLDAP
15 2 (0.14%) Reverse Proxy
Database & Business Intelligence
1 596 (40.32%) NoSQL
2 324 (21.92%) MySQL
3 314 (21.24%) PostgreSQL
4 292 (19.76%) Apache Cassandra
5 205 (13.87%) Relational Database
6 168 (11.37%) Hadoop
6 168 (11.37%) SQL Server
7 138 (9.34%) Big Data
8 94 (6.36%) Redis
9 90 (6.09%) Neo4j
9 90 (6.09%) RDBMS
10 66 (4.47%) Apache Hive
11 60 (4.06%) HBase
12 50 (3.38%) Data Warehouse
13 43 (2.91%) CouchDB
14 42 (2.84%) Cosmos DB
15 37 (2.50%) Amazon DynamoDB
16 32 (2.17%) Couchbase
17 31 (2.10%) Power BI
18 28 (1.89%) Data Lake
Development Applications
1 384 (25.98%) Jenkins
2 335 (22.67%) Git (software)
3 166 (11.23%) Cucumber
4 157 (10.62%) Mockito
5 141 (9.54%) JIRA
6 120 (8.12%) Maven
7 111 (7.51%) Selenium
8 89 (6.02%) JUnit
9 80 (5.41%) Subversion
10 73 (4.94%) GitLab
11 71 (4.80%) SonarQube
12 48 (3.25%) Bitbucket
13 46 (3.11%) Travis CI
14 40 (2.71%) gulp
15 33 (2.23%) Sonatype Nexus
16 32 (2.17%) Gatling
17 31 (2.10%) webpack
18 29 (1.96%) Atlassian Bamboo
18 29 (1.96%) Team Foundation Server
19 28 (1.89%) Pylint
General
1 154 (10.42%) Finance
2 128 (8.66%) Banking
3 43 (2.91%) Retail
4 34 (2.30%) Front Office
5 29 (1.96%) Investment Banking
6 17 (1.15%) Games
7 15 (1.01%) Law
7 15 (1.01%) Marketing
8 14 (0.95%) Legal
9 12 (0.81%) Financial Institution
10 8 (0.54%) Telecoms
11 5 (0.34%) Back Office
11 5 (0.34%) Publishing
12 4 (0.27%) Advertising
13 3 (0.20%) Aerospace
13 3 (0.20%) Automotive
13 3 (0.20%) Manufacturing
14 2 (0.14%) Billing
15 1 (0.068%) Local Government
15 1 (0.068%) Retail Banking
Job Titles
1 840 (56.83%) Developer
2 325 (21.99%) Java Developer
3 158 (10.69%) DevOps Engineer
4 154 (10.42%) Senior Developer
5 108 (7.31%) Senior Java Developer
6 99 (6.70%) Data Engineer
7 93 (6.29%) Full Stack Developer
8 84 (5.68%) Python Developer
9 80 (5.41%) Architect
10 61 (4.13%) .NET Developer
11 53 (3.59%) Node.js Developer
12 52 (3.52%) JavaScript Developer
13 51 (3.45%) Scala Developer
14 46 (3.11%) Software Engineer
15 42 (2.84%) React Developer
16 41 (2.77%) DBA
17 38 (2.57%) Agile Developer
17 38 (2.57%) AWS Engineer
18 37 (2.50%) C# Developer
18 37 (2.50%) Python Engineer
Libraries, Frameworks & Software Standards
1 312 (21.11%) Node.js
2 289 (19.55%) Kafka
3 275 (18.61%) Spring
4 265 (17.93%) REST
5 245 (16.58%) AngularJS
6 236 (15.97%) HTML
7 229 (15.49%) React
8 220 (14.88%) RESTful
9 219 (14.82%) Web Services
10 198 (13.40%) CSS
11 162 (10.96%) .NET
12 161 (10.89%) JSON
13 153 (10.35%) Spring Boot
14 140 (9.47%) HTML5
15 122 (8.25%) JAX-RS
16 121 (8.19%) Hibernate
17 115 (7.78%) RabbitMQ
18 88 (5.95%) Elastic Stack
19 86 (5.82%) ActiveMQ
20 83 (5.62%) XML
Miscellaneous
1 89 (6.02%) Greenfield Project
2 69 (4.67%) Analytical Skills
3 54 (3.65%) User Experience
4 35 (2.37%) Self-Motivation
5 33 (2.23%) Data Structures
6 26 (1.76%) Replication
7 24 (1.62%) Algorithms
8 23 (1.56%) Enterprise Software
9 19 (1.29%) Cloud Native
10 18 (1.22%) Clustering
11 17 (1.15%) Mobile App
12 16 (1.08%) Linux Command Line
13 12 (0.81%) PKI
14 11 (0.74%) Device Driver
15 10 (0.68%) Derivative
15 10 (0.68%) Equities
16 9 (0.61%) Data Protection Act
16 9 (0.61%) Public Cloud
16 9 (0.61%) Robotics
17 8 (0.54%) Hybrid Cloud
Operating Systems
1 434 (29.36%) Linux
2 201 (13.60%) Unix
3 99 (6.70%) Windows
4 93 (6.29%) Mac OS X
5 63 (4.26%) Red Hat Enterprise Linux
6 57 (3.86%) Ubuntu
7 54 (3.65%) CentOS
8 20 (1.35%) Windows Server
9 11 (0.74%) Android
10 10 (0.68%) VMS
11 8 (0.54%) Apple iOS
12 6 (0.41%) Solaris
13 3 (0.20%) Debian
13 3 (0.20%) Windows Server 2012
14 2 (0.14%) Fedora
14 2 (0.14%) FreeBSD
14 2 (0.14%) Windows Mobile
14 2 (0.14%) Windows Server 2003
14 2 (0.14%) Windows Server 2008
14 2 (0.14%) zOS
Processes & Methodologies
1 799 (54.06%) Agile Software Development
2 572 (38.70%) Microservices
3 456 (30.85%) TDD
4 448 (30.31%) DevOps
5 334 (22.60%) Test Automation
6 262 (17.73%) BDD
7 247 (16.71%) Continuous Integration
8 215 (14.55%) Open Source
9 200 (13.53%) Scrum
10 180 (12.18%) Software Engineering
11 162 (10.96%) Web Development
12 131 (8.86%) OO
12 131 (8.86%) Problem-Solving
13 130 (8.80%) Continuous Deployment
14 119 (8.05%) Configuration Management
15 117 (7.92%) Analytics
15 117 (7.92%) Kanban
16 114 (7.71%) Pair Programming
17 106 (7.17%) ETL
18 96 (6.50%) Responsive Web Design
Programming Languages
1 729 (49.32%) Java
2 512 (34.64%) SQL
3 454 (30.72%) Python
4 425 (28.76%) JavaScript
5 233 (15.76%) Java 8
6 185 (12.52%) Scala
7 165 (11.16%) C#
8 118 (7.98%) Ruby
9 91 (6.16%) Bash Shell
10 67 (4.53%) ES6
11 65 (4.40%) TypeScript
12 64 (4.33%) Shell Script
13 63 (4.26%) Go
14 62 (4.19%) Groovy
15 47 (3.18%) C++
16 46 (3.11%) Perl
17 35 (2.37%) R
18 33 (2.23%) PL/SQL
19 32 (2.17%) PHP
19 32 (2.17%) PowerShell
Qualifications
1 97 (6.56%) Security Cleared
2 72 (4.87%) SC Cleared
3 68 (4.60%) Degree
4 24 (1.62%) BPSS Clearance
5 23 (1.56%) DV Cleared
6 21 (1.42%) Computer Science Degree
7 14 (0.95%) Master's Degree
8 13 (0.88%) ISTQB
9 12 (0.81%) ISEB
9 12 (0.81%) ISTQB Foundation Certification
10 9 (0.61%) PhD
11 7 (0.47%) DBS Check
12 6 (0.41%) AWS Certification
12 6 (0.41%) CHECK Team Member
13 2 (0.14%) CTC Cleared
13 2 (0.14%) TOGAF Certification
14 1 (0.068%) Numerate Degree
14 1 (0.068%) SAFe Agilist
14 1 (0.068%) SANS
Quality Assurance & Compliance
1 39 (2.64%) QA
2 21 (1.42%) Data Quality
3 14 (0.95%) GDPR
4 4 (0.27%) Disclosure Scotland
5 3 (0.20%) PSD2
6 2 (0.14%) PCI DSS
6 2 (0.14%) Sarbanes-Oxley
6 2 (0.14%) SLA
7 1 (0.068%) NCSC
7 1 (0.068%) NIST
7 1 (0.068%) PMO
System Software
1 487 (32.95%) Docker
2 49 (3.32%) Virtual Machines
3 29 (1.96%) Apache Flume
4 25 (1.69%) Active Directory
5 20 (1.35%) HDFS
6 17 (1.15%) Oracle RAC
7 12 (0.81%) Apache ZooKeeper
8 5 (0.34%) VMware Infrastructure
9 3 (0.20%) Virtual Servers
9 3 (0.20%) VirtualBox
10 2 (0.14%) BIND 9
10 2 (0.14%) etcd
10 2 (0.14%) KVM
10 2 (0.14%) NFS
10 2 (0.14%) Postfix
11 1 (0.068%) Hyper-V
11 1 (0.068%) iptables
11 1 (0.068%) Varnish
11 1 (0.068%) Virtual Desktop
11 1 (0.068%) XenApp
Systems Management
1 353 (23.88%) Kubernetes
2 178 (12.04%) Ansible
3 170 (11.50%) Puppet
4 111 (7.51%) Terraform
5 106 (7.17%) Opscode Chef
6 68 (4.60%) Grafana
7 50 (3.38%) Prometheus
8 39 (2.64%) Kibana
9 29 (1.96%) Packer
10 18 (1.22%) Oozie
10 18 (1.22%) Rancher
11 17 (1.15%) Hadoop YARN
12 16 (1.08%) Nagios
13 11 (0.74%) Icinga
13 11 (0.74%) SCCM
14 10 (0.68%) Enterprise Manager Cloud Control
15 9 (0.61%) Docker Swarm
15 9 (0.61%) Graphite
15 9 (0.61%) Marathon
16 8 (0.54%) Cobbler
Vendors
1 177 (11.98%) Oracle
2 122 (8.25%) Google
3 118 (7.98%) Microsoft
4 48 (3.25%) Splunk
5 39 (2.64%) Tableau
6 31 (2.10%) Atlassian
7 28 (1.89%) MuleSoft
8 27 (1.83%) Red Hat
9 24 (1.62%) Informatica
10 19 (1.29%) Sybase
11 18 (1.22%) hybris
11 18 (1.22%) IBM
11 18 (1.22%) SAP
12 15 (1.01%) Salesforce.com
12 15 (1.01%) Talend
13 14 (0.95%) webMethods
14 13 (0.88%) Black Duck
14 13 (0.88%) Citrix
14 13 (0.88%) Teradata
15 12 (0.81%) Cloudera