Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for MongoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MongoDB over the 6 months to 21 August 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > England
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 146 143 170
Rank change year-on-year -3 +27 +32
Permanent jobs citing MongoDB 3,687 4,076 3,883
As % of all permanent IT jobs advertised in England 2.34% 2.46% 2.09%
As % of the Database & Business Intelligence category 7.78% 8.07% 6.96%
Number of salaries quoted 2,941 3,467 3,392
England median annual salary £55,000 £55,000 £55,000
10th Percentile £35,000 £32,500 £34,000
90th Percentile £85,000 £80,000 £82,500
UK median annual salary £55,000 £55,000 £55,000

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 47,382 50,517 55,794
As % of all permanent IT jobs advertised in England 30.03% 30.50% 30.05%
Number of salaries quoted 38,751 42,377 48,239
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB in England.

Salary trend for MongoDB in England

MongoDB
Salary Histogram in England

The salary distribution of IT jobs citing MongoDB in England over the 6 months to 21 August 2018.

Salary histogram for MongoDB in England

MongoDB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the England region over the 6 months to 21 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -6 1,780 £65,000 - 263
North of England +59 617 £47,500 +5.56% 104
South East -30 516 £52,500 +5.00% 88
North West +69 398 £47,500 - 64
East of England +47 282 £55,000 +15.79% 56
Midlands -63 249 £45,000 - 41
South West -28 241 £47,500 +11.76% 22
West Midlands -50 158 £45,000 +5.88% 30
Yorkshire +12 153 £47,500 +5.56% 27
East Midlands -45 91 £42,500 -5.56% 11
North East +14 67 £45,000 +28.57% 13
MongoDB
UK

For the 6 months to 21 August 2018, IT 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 permanent job ads across the England region with a requirement for MongoDB.

1 1,989 (53.95%) Agile Software Development
2 1,674 (45.40%) JavaScript
3 1,512 (41.01%) Java
4 1,405 (38.11%) NoSQL
5 1,346 (36.51%) SQL
6 1,280 (34.72%) AngularJS
7 1,263 (34.26%) Amazon AWS
8 1,187 (32.19%) HTML
9 1,048 (28.42%) C#
9 1,048 (28.42%) .NET
10 1,038 (28.15%) CSS
11 980 (26.58%) SQL Server
12 970 (26.31%) Python
13 954 (25.87%) Microsoft Azure
14 931 (25.25%) Git (software)
15 898 (24.36%) TDD
16 891 (24.17%) Linux
17 862 (23.38%) MySQL
18 858 (23.27%) MVC
19 842 (22.84%) Software Engineering
20 811 (22.00%) Node.js
21 793 (21.51%) DevOps
22 769 (20.86%) Finance
23 762 (20.67%) Scrum
23 762 (20.67%) RESTful
24 758 (20.56%) Microservices
25 745 (20.21%) Docker
26 729 (19.77%) HTML5
27 710 (19.26%) Spring
28 676 (18.33%) 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
1 590 (16.00%) Elasticsearch
2 297 (8.06%) Apache Spark
3 217 (5.89%) Apache
4 191 (5.18%) CMS
5 178 (4.83%) Tomcat
6 118 (3.20%) JBoss
7 93 (2.52%) Confluence
8 89 (2.41%) EPiServer
9 81 (2.20%) OpenStack
10 75 (2.03%) Apache Solr
11 72 (1.95%) nginx
12 71 (1.93%) WebLogic
13 65 (1.76%) Oracle SOA Suite
14 57 (1.55%) Jetty
15 55 (1.49%) Sitecore CMS
16 47 (1.27%) Mule
17 46 (1.25%) Apache Pig
17 46 (1.25%) WebSphere
18 37 (1.00%) IIS
18 37 (1.00%) SAS
Applications
1 30 (0.81%) Microsoft Excel
2 12 (0.33%) Chatbot
3 11 (0.30%) GNU Octave
4 8 (0.22%) Microsoft Office
5 6 (0.16%) Microsoft PowerPoint
6 5 (0.14%) Photoshop
7 4 (0.11%) MS Visio
8 3 (0.081%) Weka
9 1 (0.027%) Adobe Illustrator
9 1 (0.027%) Blender
9 1 (0.027%) Maya
9 1 (0.027%) Microsoft Project
9 1 (0.027%) Mingle
9 1 (0.027%) Stata
Business Applications
1 41 (1.11%) Eloqua
2 17 (0.46%) Documaker
3 9 (0.24%) Magento
4 8 (0.22%) Remedy ITSM
5 7 (0.19%) R3 Corda
6 6 (0.16%) Distributed Ledger
6 6 (0.16%) Oracle Procure-to-Pay
6 6 (0.16%) Sentinel
7 4 (0.11%) Dynamics CRM
8 3 (0.081%) Dynamics AX
8 3 (0.081%) Dynamics NAV
8 3 (0.081%) Payment Gateway
9 2 (0.054%) Actimize
10 1 (0.027%) OpenCart
10 1 (0.027%) Oracle Cash Management
10 1 (0.027%) osCommerce
10 1 (0.027%) Ripple
Cloud Services
1 1,263 (34.26%) Amazon AWS
2 954 (25.87%) Microsoft Azure
3 194 (5.26%) SaaS
4 181 (4.91%) Google Cloud Platform
5 175 (4.75%) GitHub
6 136 (3.69%) npm
7 104 (2.82%) Amazon EC2
8 88 (2.39%) Amazon S3
9 76 (2.06%) PaaS
10 63 (1.71%) IaaS
11 60 (1.63%) Cloud Computing
12 54 (1.46%) Serverless
13 51 (1.38%) AWS CloudFormation
14 32 (0.87%) OpenShift
15 30 (0.81%) Amazon Kinesis
16 29 (0.79%) AWS Lambda
17 27 (0.73%) Amazon EMR
18 18 (0.49%) Loggly
18 18 (0.49%) Sumo Logic
18 18 (0.49%) Trello
Communications & Networking
1 109 (2.96%) DNS
2 104 (2.82%) Internet
3 101 (2.74%) HTTP
4 68 (1.84%) TCP/IP
5 63 (1.71%) SSL
6 25 (0.68%) AMQP
6 25 (0.68%) SMTP
7 24 (0.65%) Firewall
7 24 (0.65%) FTP
8 23 (0.62%) SSH
9 22 (0.60%) DHCP
10 21 (0.57%) IPsec
11 20 (0.54%) SNMP
12 19 (0.52%) HTTPS
12 19 (0.52%) SMS
13 18 (0.49%) VPN
14 17 (0.46%) ICMP
14 17 (0.46%) LAN
14 17 (0.46%) POP3
14 17 (0.46%) Telnet
Database & Business Intelligence
1 1,405 (38.11%) NoSQL
2 980 (26.58%) SQL Server
3 862 (23.38%) MySQL
4 530 (14.37%) Apache Cassandra
5 521 (14.13%) PostgreSQL
6 477 (12.94%) Big Data
7 386 (10.47%) Hadoop
8 375 (10.17%) Relational Database
9 314 (8.52%) Redis
10 277 (7.51%) SQL Server 2016
11 207 (5.61%) RavenDB
12 197 (5.34%) Amazon DynamoDB
13 167 (4.53%) RDBMS
14 125 (3.39%) Apache Hive
15 105 (2.85%) DB2
16 102 (2.77%) Couchbase
16 102 (2.77%) HBase
16 102 (2.77%) Neo4j
17 94 (2.55%) CouchDB
18 90 (2.44%) Amazon RDS
Development Applications
1 931 (25.25%) Git (software)
2 533 (14.46%) Jenkins
3 285 (7.73%) JIRA
4 258 (7.00%) Maven
5 242 (6.56%) Selenium
6 226 (6.13%) TeamCity
7 195 (5.29%) JUnit
8 168 (4.56%) Subversion
9 159 (4.31%) gulp
10 146 (3.96%) Octopus Deploy
11 145 (3.93%) Mocha
12 135 (3.66%) Team Foundation Server
13 132 (3.58%) Visual Studio
14 128 (3.47%) webpack
15 119 (3.23%) Protractor
16 114 (3.09%) Vagrant
17 112 (3.04%) Cucumber
18 89 (2.41%) Bower
19 86 (2.33%) Gradle
20 85 (2.31%) Karma Test Runner
General
1 769 (20.86%) Finance
2 339 (9.19%) Banking
3 272 (7.38%) Retail
4 194 (5.26%) Investment Banking
5 170 (4.61%) Marketing
6 166 (4.50%) Financial Institution
7 152 (4.12%) Advertising
7 152 (4.12%) Games
8 61 (1.65%) Telecoms
9 51 (1.38%) Electronics
10 49 (1.33%) Front Office
10 49 (1.33%) Manufacturing
11 44 (1.19%) Retail Banking
12 35 (0.95%) Law
13 22 (0.60%) Back Office
13 22 (0.60%) Publishing
14 16 (0.43%) Pharmaceutical
15 15 (0.41%) Military
16 14 (0.38%) Automotive
16 14 (0.38%) Legal
Job Titles
1 2,180 (59.13%) Developer
2 616 (16.71%) Java Developer
3 578 (15.68%) .NET Developer
4 372 (10.09%) Senior Developer
5 319 (8.65%) Software Engineer
6 279 (7.57%) Full Stack Developer
7 244 (6.62%) C# Developer
8 204 (5.53%) DevOps Engineer
9 190 (5.15%) Software Developer
10 179 (4.85%) JavaScript Developer
11 162 (4.39%) Architect
12 146 (3.96%) Java Engineer
13 141 (3.82%) Senior Java Developer
14 136 (3.69%) C# .NET Developer
15 128 (3.47%) PHP Developer
16 126 (3.42%) Python Developer
17 118 (3.20%) Lead Developer
18 115 (3.12%) Data Engineer
19 104 (2.82%) DBA
20 101 (2.74%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 1,280 (34.72%) AngularJS
2 1,187 (32.19%) HTML
3 1,048 (28.42%) .NET
4 1,038 (28.15%) CSS
5 811 (22.00%) Node.js
6 762 (20.67%) RESTful
7 729 (19.77%) HTML5
8 710 (19.26%) Spring
9 676 (18.33%) React
10 588 (15.95%) ASP.NET
11 528 (14.32%) CSS3
12 509 (13.81%) REST
12 509 (13.81%) Web Services
13 468 (12.69%) Twitter Bootstrap
14 460 (12.48%) ASP.NET MVC
15 389 (10.55%) jQuery
16 355 (9.63%) RabbitMQ
17 328 (8.90%) Kafka
18 297 (8.06%) .NET Framework
19 280 (7.59%) ASP.NET Web API
Miscellaneous
1 451 (12.23%) Computer Science
2 328 (8.90%) Analytical Skills
3 283 (7.68%) Fintech
4 222 (6.02%) Greenfield Project
5 212 (5.75%) User Experience
6 172 (4.67%) Enterprise Software
7 166 (4.50%) Algorithms
8 142 (3.85%) Cyberthreat
9 138 (3.74%) Self-Motivation
10 126 (3.42%) Data Structures
11 83 (2.25%) Mobile App
12 74 (2.01%) Public Cloud
13 65 (1.76%) Linux Command Line
14 61 (1.65%) Fixed Income
15 53 (1.44%) Hedge funds
16 51 (1.38%) Cloud Native
17 47 (1.27%) Management Information System
18 46 (1.25%) Private Cloud
19 45 (1.22%) Data Centre
20 41 (1.11%) Replication
Operating Systems
1 891 (24.17%) Linux
2 247 (6.70%) Windows
3 245 (6.64%) Unix
4 91 (2.47%) CentOS
5 85 (2.31%) Android
6 78 (2.12%) Windows Server
7 64 (1.74%) Red Hat Enterprise Linux
8 56 (1.52%) Apple iOS
9 45 (1.22%) Ubuntu
10 37 (1.00%) Windows Server 2012
11 25 (0.68%) Solaris
12 20 (0.54%) Windows Server 2008
13 18 (0.49%) Debian
14 13 (0.35%) DC/OS
15 11 (0.30%) VMS
16 6 (0.16%) CoreOS
16 6 (0.16%) Oracle Linux
17 5 (0.14%) AIX
17 5 (0.14%) Windows 10
18 3 (0.081%) Mac OS X
Processes & Methodologies
1 1,989 (53.95%) Agile Software Development
2 898 (24.36%) TDD
3 858 (23.27%) MVC
4 842 (22.84%) Software Engineering
5 793 (21.51%) DevOps
6 762 (20.67%) Scrum
7 758 (20.56%) Microservices
8 579 (15.70%) Problem-Solving
9 501 (13.59%) Continuous Integration
10 472 (12.80%) BDD
11 434 (11.77%) OO
12 421 (11.42%) Analytics
13 396 (10.74%) Web Application Development
14 393 (10.66%) Test Automation
15 389 (10.55%) Open Source
16 308 (8.35%) Web Development
17 307 (8.33%) Machine Learning
18 303 (8.22%) Data Science
19 296 (8.03%) Mentoring
20 231 (6.27%) Kanban
Programming Languages
1 1,674 (45.40%) JavaScript
2 1,512 (41.01%) Java
3 1,346 (36.51%) SQL
4 1,048 (28.42%) C#
5 970 (26.31%) Python
6 352 (9.55%) PHP
7 337 (9.14%) Ruby
8 321 (8.71%) Java 8
9 300 (8.14%) Scala
10 250 (6.78%) Bash Shell
11 201 (5.45%) C++
12 148 (4.01%) TypeScript
13 144 (3.91%) Go
14 142 (3.85%) PowerShell
14 142 (3.85%) T-SQL
15 133 (3.61%) ES6
16 125 (3.39%) Shell Script
17 122 (3.31%) Perl
18 101 (2.74%) F#
19 98 (2.66%) PL/SQL
Qualifications
1 575 (15.60%) Degree
2 151 (4.10%) Computer Science Degree
3 110 (2.98%) Security Cleared
4 54 (1.46%) Master's Degree
5 53 (1.44%) SC Cleared
6 47 (1.27%) AWS Certification
7 45 (1.22%) DV Cleared
8 41 (1.11%) SAFe Agilist
9 38 (1.03%) PhD
10 30 (0.81%) Microsoft Certification
11 24 (0.65%) Numerate Degree
12 16 (0.43%) ISTQB
13 10 (0.27%) HND
14 9 (0.24%) MCSE
15 8 (0.22%) Cisco Certification
15 8 (0.22%) ITIL Foundation Certificate
16 7 (0.19%) RHCE
17 6 (0.16%) ISTQB Foundation Certification
17 6 (0.16%) MBA
18 5 (0.14%) PMI Certification
Quality Assurance & Compliance
1 113 (3.06%) QA
2 54 (1.46%) GCP
3 22 (0.60%) PCI DSS
4 18 (0.49%) GDPR
5 14 (0.38%) ISO/IEC 27001
6 13 (0.35%) Data Quality
7 9 (0.24%) MiFID
8 7 (0.19%) PSD2
9 3 (0.081%) COBIT
9 3 (0.081%) PMO
9 3 (0.081%) SLA
9 3 (0.081%) Solvency II
10 2 (0.054%) ISO 9001
10 2 (0.054%) ISO/IEC 20000
10 2 (0.054%) PA-DSS
10 2 (0.054%) SEPA
10 2 (0.054%) WCAG
11 1 (0.027%) HIPAA
11 1 (0.027%) HL7
11 1 (0.027%) WAI
System Software
1 745 (20.21%) Docker
2 115 (3.12%) VMware Infrastructure
3 64 (1.74%) HDFS
4 56 (1.52%) Apache ZooKeeper
5 40 (1.08%) Apache Flume
5 40 (1.08%) VirtualBox
6 23 (0.62%) Virtual Machines
7 21 (0.57%) Active Directory
8 17 (0.46%) Oracle RAC
8 17 (0.46%) Samba
8 17 (0.46%) vSphere
9 14 (0.38%) Hyper-V
9 14 (0.38%) Xen
10 12 (0.33%) KVM
11 9 (0.24%) iptables
11 9 (0.24%) QEMU
12 8 (0.22%) Varnish
12 8 (0.22%) vCloud
13 4 (0.11%) LXC
14 3 (0.081%) etcd
Systems Management
1 301 (8.16%) Kubernetes
2 286 (7.76%) Ansible
3 275 (7.46%) Puppet
4 264 (7.16%) Opscode Chef
5 168 (4.56%) Kibana
6 159 (4.31%) Terraform
7 86 (2.33%) Nagios
8 53 (1.44%) logstash
9 51 (1.38%) Prometheus
10 50 (1.36%) Cobbler
10 50 (1.36%) ZABBIX
11 42 (1.14%) Rancher
12 34 (0.92%) Mesos
13 33 (0.90%) Grafana
14 29 (0.79%) Salt
15 24 (0.65%) Business Desktop Deployment
15 24 (0.65%) WSUS
16 23 (0.62%) HAProxy
17 20 (0.54%) Docker Swarm
17 20 (0.54%) Graphite
Vendors
1 465 (12.61%) Oracle
2 298 (8.08%) Google
3 267 (7.24%) Microsoft
4 136 (3.69%) VMware
5 115 (3.12%) Sybase
6 92 (2.50%) Splunk
7 90 (2.44%) Capita
8 88 (2.39%) Red Hat
9 74 (2.01%) New Relic
10 71 (1.93%) Sitecore
11 68 (1.84%) IBM
12 56 (1.52%) Cloudera
13 51 (1.38%) Facebook
14 50 (1.36%) SAP
15 47 (1.27%) Atlassian
15 47 (1.27%) Hortonworks
16 42 (1.14%) Zend
17 41 (1.11%) Marketo
18 36 (0.98%) Rackspace
18 36 (0.98%) Tableau