Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

MongoDB
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 153 146 188
Rank change year-on-year -7 +42 +71
Permanent jobs citing MongoDB 3885 4140 3706
As % of all permanent IT jobs advertised in England 2.30% 2.31% 1.83%
As % of the Database & Business Intelligence category 7.61% 7.79% 5.78%
Number of salaries quoted 3293 3647 3127
England median annual salary £55,000 £55,000 £55,000
10th Percentile £33,750 £33,250 £33,750
90th Percentile £82,500 £80,000 £82,500
UK median annual salary £55,000 £53,250 £52,500
% change year-on-year +3.29% +1.43% -

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 51055 53155 64083
As % of all permanent IT jobs advertised in England 30.17% 29.61% 31.57%
Number of salaries quoted 42434 45910 54439
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

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 22 November 2017.

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 22 November 2017. 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 -34 1905 £65,000 +8.33% 161
South East +35 558 £50,000 - 55
North of England +28 516 £47,500 - 59
Midlands +52 360 £45,000 - 21
North West -5 317 £50,000 +5.26% 29
South West -35 304 £42,500 -5.56% 20
East of England +58 241 £50,000 +4.17% 28
West Midlands +29 207 £40,000 -5.88% 15
Yorkshire +74 161 £50,000 +5.26% 23
East Midlands +49 153 £47,500 - 6
North East +9 38 £40,000 -15.79% 7
MongoDB
UK

For the 6 months to 22 November 2017, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for MongoDB.

1 2230 (57.40%) Agile Software Development
2 1592 (40.98%) NoSQL
3 1553 (39.97%) JavaScript
4 1420 (36.55%) Java
5 1282 (33.00%) SQL
6 1257 (32.36%) AngularJS
7 1155 (29.73%) TDD
8 1148 (29.55%) Amazon AWS
9 1120 (28.83%) C#
10 1101 (28.34%) .NET
11 1098 (28.26%) HTML
12 1073 (27.62%) Linux
13 1071 (27.57%) Node.js
14 1061 (27.31%) SQL Server
15 989 (25.46%) CSS
16 944 (24.30%) Python
17 935 (24.07%) MySQL
18 922 (23.73%) MVC
19 916 (23.58%) Finance
20 896 (23.06%) Microsoft Azure
21 848 (21.83%) Git (software)
22 844 (21.72%) Scrum
23 810 (20.85%) DevOps
24 752 (19.36%) Docker
25 716 (18.43%) Software Engineering
26 690 (17.76%) Elasticsearch
27 681 (17.53%) HTML5
28 672 (17.30%) Apache Cassandra
29 665 (17.12%) Microservices
30 656 (16.89%) Continuous Integration

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
1 690 (17.76%) Elasticsearch
2 334 (8.60%) Apache Spark
3 331 (8.52%) Apache
4 282 (7.26%) Tomcat
5 194 (4.99%) JBoss
6 156 (4.02%) OpenStack
7 133 (3.42%) Apache Solr
7 133 (3.42%) IIS
8 122 (3.14%) nginx
9 86 (2.21%) WebLogic
10 84 (2.16%) Confluence
11 81 (2.08%) Apache Pig
12 79 (2.03%) Mule
13 76 (1.96%) Jetty
14 74 (1.90%) Mule ESB
15 73 (1.88%) CMS
16 72 (1.85%) WebSphere
17 64 (1.65%) SAS
18 59 (1.52%) Oracle SOA Suite
19 32 (0.82%) Drupal
Applications
1 22 (0.57%) Microsoft Excel
2 14 (0.36%) SPSS
3 6 (0.15%) HipChat
4 5 (0.13%) Microsoft Office
5 4 (0.10%) CPLEX
5 4 (0.10%) Microsoft PowerPoint
5 4 (0.10%) Photoshop
6 3 (0.077%) GNU Octave
7 2 (0.051%) Weka
8 1 (0.026%) Acrobat
8 1 (0.026%) Adobe Illustrator
8 1 (0.026%) LaTeX
8 1 (0.026%) Mathematica
8 1 (0.026%) Spreadsheet
Business Applications
1 11 (0.28%) Magento
2 8 (0.21%) Dynamics CRM
3 7 (0.18%) Workday HCM
4 5 (0.13%) Eloqua
5 4 (0.10%) BusinessWorks
5 4 (0.10%) Unit4 Business World
6 3 (0.077%) Payment Gateway
7 2 (0.051%) NetSuite
7 2 (0.051%) SDL Web 8
8 1 (0.026%) Adobe Campaign
8 1 (0.026%) FastStats PeopleStage
8 1 (0.026%) ION MarketView
8 1 (0.026%) Oracle Applications
8 1 (0.026%) SAP Hybris
8 1 (0.026%) Unica
Cloud Services
1 1148 (29.55%) Amazon AWS
2 896 (23.06%) Microsoft Azure
3 283 (7.28%) SaaS
4 141 (3.63%) Amazon EC2
5 140 (3.60%) GitHub
6 132 (3.40%) Google Cloud Platform
7 121 (3.11%) PaaS
8 82 (2.11%) IaaS
9 66 (1.70%) Cloud Computing
10 64 (1.65%) Amazon S3
11 53 (1.36%) AWS CloudFormation
12 48 (1.24%) npm
13 43 (1.11%) Serverless
14 34 (0.88%) AWS Lambda
15 31 (0.80%) Amazon SQS
16 29 (0.75%) Amazon Kinesis
17 24 (0.62%) Slack
18 23 (0.59%) Virtual Private Cloud
19 21 (0.54%) IBM Cloud
20 20 (0.51%) Bluemix
Communications & Networking
1 146 (3.76%) HTTP
2 110 (2.83%) Internet
3 74 (1.90%) Firewall
4 66 (1.70%) TCP/IP
5 53 (1.36%) SSL
6 50 (1.29%) DNS
7 41 (1.06%) SAN
8 36 (0.93%) SMS
9 35 (0.90%) AMQP
10 27 (0.69%) VPN
11 16 (0.41%) SMPP
12 13 (0.33%) HTTPS
13 12 (0.31%) VLAN
14 11 (0.28%) NAS
15 10 (0.26%) Network Security
16 9 (0.23%) LDAP
17 8 (0.21%) IPsec
17 8 (0.21%) SMTP
18 7 (0.18%) tcpdump
18 7 (0.18%) Wireshark
Database & Business Intelligence
1 1592 (40.98%) NoSQL
2 1061 (27.31%) SQL Server
3 935 (24.07%) MySQL
4 672 (17.30%) Apache Cassandra
5 531 (13.67%) Hadoop
6 476 (12.25%) Redis
7 472 (12.15%) Big Data
8 400 (10.30%) PostgreSQL
9 290 (7.46%) Relational Database
10 228 (5.87%) Amazon DynamoDB
11 206 (5.30%) SQL Server 2016
12 182 (4.68%) MariaDB
13 181 (4.66%) RavenDB
14 165 (4.25%) SQL Server 2014
15 163 (4.20%) HBase
16 152 (3.91%) Apache Hive
17 139 (3.58%) Neo4j
18 136 (3.50%) Couchbase
19 125 (3.22%) RDBMS
20 111 (2.86%) SQL Server Integration Services
Development Applications
1 848 (21.83%) Git (software)
2 519 (13.36%) Jenkins
3 282 (7.26%) TeamCity
4 234 (6.02%) JIRA
5 195 (5.02%) Maven
6 193 (4.97%) Subversion
7 148 (3.81%) JUnit
8 126 (3.24%) webpack
9 117 (3.01%) gulp
10 106 (2.73%) Vagrant
11 104 (2.68%) Selenium
12 102 (2.63%) Grunt
13 95 (2.45%) Eclipse
13 95 (2.45%) Team Foundation Server
14 93 (2.39%) Gradle
15 92 (2.37%) Octopus Deploy
16 89 (2.29%) Cucumber
17 85 (2.19%) Atlassian Bamboo
18 79 (2.03%) IntelliJ
19 69 (1.78%) Mercurial
General
1 916 (23.58%) Finance
2 272 (7.00%) Banking
3 266 (6.85%) Retail
4 235 (6.05%) Marketing
5 221 (5.69%) Games
6 172 (4.43%) Telecoms
7 129 (3.32%) Manufacturing
8 110 (2.83%) Electronics
9 92 (2.37%) Advertising
10 48 (1.24%) Billing
10 48 (1.24%) Publishing
11 32 (0.82%) Law
12 26 (0.67%) Online Betting
13 25 (0.64%) Investment Banking
14 21 (0.54%) Financial Institution
14 21 (0.54%) Legal
15 18 (0.46%) Front Office
16 14 (0.36%) Automotive
17 13 (0.33%) Retail Banking
18 11 (0.28%) Military
Job Titles
1 2265 (58.30%) Developer
2 634 (16.32%) .NET Developer
3 587 (15.11%) Java Developer
4 470 (12.10%) Senior Developer
5 350 (9.01%) Software Engineer
6 296 (7.62%) Full Stack Developer
7 293 (7.54%) C# Developer
8 282 (7.26%) JavaScript Developer
9 244 (6.28%) DevOps Engineer
10 217 (5.59%) Software Developer
11 200 (5.15%) C# .NET Developer
12 184 (4.74%) Architect
12 184 (4.74%) Lead Developer
13 159 (4.09%) Junior
14 155 (3.99%) PHP Developer
15 148 (3.81%) Senior Java Developer
16 145 (3.73%) DBA
17 141 (3.63%) Node.js Developer
18 128 (3.29%) Python Developer
19 120 (3.09%) Java Engineer
Libraries, Frameworks & Software Standards
1 1257 (32.36%) AngularJS
2 1101 (28.34%) .NET
3 1098 (28.26%) HTML
4 1071 (27.57%) Node.js
5 989 (25.46%) CSS
6 681 (17.53%) HTML5
7 609 (15.68%) ASP.NET
8 606 (15.60%) Web Services
9 593 (15.26%) REST
10 576 (14.83%) RESTful
11 560 (14.41%) Spring
12 537 (13.82%) React
13 471 (12.12%) ASP.NET MVC
14 461 (11.87%) Twitter Bootstrap
15 386 (9.94%) RabbitMQ
16 354 (9.11%) CSS3
17 342 (8.80%) Hibernate
18 328 (8.44%) ASP.NET Web API
18 328 (8.44%) JSON
19 292 (7.52%) .NET Framework
Miscellaneous
1 469 (12.07%) Computer Science
2 293 (7.54%) Fintech
3 237 (6.10%) Analytical Skills
4 208 (5.35%) User Experience
5 203 (5.23%) Greenfield Project
6 130 (3.35%) Algorithms
7 107 (2.75%) Mobile App
8 91 (2.34%) Clustering
9 89 (2.29%) Enterprise Software
10 77 (1.98%) Data Centre
11 67 (1.72%) Data Structures
12 52 (1.34%) Hedge funds
13 36 (0.93%) Internet of Things
13 36 (0.93%) Public Cloud
14 35 (0.90%) Mobile Payment
15 34 (0.88%) BBC
16 33 (0.85%) Social Media
17 31 (0.80%) Management Information System
18 29 (0.75%) Online Games
18 29 (0.75%) Replication
Operating Systems
1 1073 (27.62%) Linux
2 319 (8.21%) Windows
3 197 (5.07%) Unix
4 143 (3.68%) Apple iOS
5 136 (3.50%) CentOS
6 129 (3.32%) Android
7 104 (2.68%) Ubuntu
8 100 (2.57%) Windows Server
9 46 (1.18%) Debian
10 41 (1.06%) Red Hat Enterprise Linux
11 24 (0.62%) Windows Server 2012
12 14 (0.36%) AIX
13 10 (0.26%) SUSE
14 9 (0.23%) Mac OS X
15 8 (0.21%) CoreOS
15 8 (0.21%) Solaris
16 7 (0.18%) Windows 10
16 7 (0.18%) Windows 7
17 4 (0.10%) VMS
17 4 (0.10%) Windows Server 2008
Processes & Methodologies
1 2230 (57.40%) Agile Software Development
2 1155 (29.73%) TDD
3 922 (23.73%) MVC
4 844 (21.72%) Scrum
5 810 (20.85%) DevOps
6 716 (18.43%) Software Engineering
7 665 (17.12%) Microservices
8 656 (16.89%) Continuous Integration
9 578 (14.88%) BDD
10 482 (12.41%) OO
11 449 (11.56%) Kanban
12 426 (10.97%) Open Source
13 358 (9.21%) E-Commerce
14 353 (9.09%) Analytics
15 326 (8.39%) Web Application Development
16 293 (7.54%) Multithreading
16 293 (7.54%) Web Development
17 283 (7.28%) Business Intelligence
18 251 (6.46%) Test Automation
19 245 (6.31%) Front End Development
Programming Languages
1 1553 (39.97%) JavaScript
2 1420 (36.55%) Java
3 1282 (33.00%) SQL
4 1120 (28.83%) C#
5 944 (24.30%) Python
6 440 (11.33%) PHP
7 431 (11.09%) Ruby
8 356 (9.16%) Scala
9 259 (6.67%) C++
10 245 (6.31%) Bash Shell
11 177 (4.56%) Perl
12 175 (4.50%) F#
13 173 (4.45%) Go
14 157 (4.04%) PowerShell
15 125 (3.22%) R
16 106 (2.73%) T-SQL
17 102 (2.63%) TypeScript
18 97 (2.50%) ES6
19 70 (1.80%) Groovy
20 63 (1.62%) Shell Script
Qualifications
1 532 (13.69%) Degree
2 218 (5.61%) Computer Science Degree
3 87 (2.24%) Security Cleared
4 52 (1.34%) Master's Degree
5 46 (1.18%) PhD
6 32 (0.82%) SC Cleared
7 30 (0.77%) DV Cleared
8 28 (0.72%) Microsoft Certification
9 24 (0.62%) Numerate Degree
10 16 (0.41%) MCSE
11 12 (0.31%) AWS Certification
12 10 (0.26%) MCITP
12 10 (0.26%) MCTS
13 7 (0.18%) A+ Certification
13 7 (0.18%) Oracle Certification
14 5 (0.13%) MCSD
15 4 (0.10%) MCP
15 4 (0.10%) MCSA
16 3 (0.077%) ISEB
17 2 (0.051%) CISSP
Quality Assurance & Compliance
1 108 (2.78%) QA
2 31 (0.80%) GCP
3 21 (0.54%) Data Quality
3 21 (0.54%) PCI DSS
3 21 (0.54%) SLA
4 16 (0.41%) GDPR
5 8 (0.21%) ISO 9001
6 5 (0.13%) SEPA
7 4 (0.10%) Actionable Recommendations
8 3 (0.077%) MiFID
9 1 (0.026%) COBIT
9 1 (0.026%) ISO/IEC 27001
9 1 (0.026%) Solvency II
System Software
1 752 (19.36%) Docker
2 86 (2.21%) VMware Infrastructure
3 37 (0.95%) Active Directory
4 33 (0.85%) Apache Flume
5 32 (0.82%) HDFS
6 22 (0.57%) Varnish
7 20 (0.51%) vSphere
8 19 (0.49%) Hyper-V
8 19 (0.49%) Virtual Machines
9 18 (0.46%) VMware ESXi
10 17 (0.44%) NFS
10 17 (0.44%) Oracle RAC
11 10 (0.26%) Xen
12 8 (0.21%) Apache ZooKeeper
12 8 (0.21%) VirtualBox
13 7 (0.18%) iptables
13 7 (0.18%) KVM
13 7 (0.18%) Microsoft App-V
13 7 (0.18%) vCloud
14 6 (0.15%) Ceph
Systems Management
1 371 (9.55%) Ansible
2 364 (9.37%) Puppet
3 323 (8.31%) Opscode Chef
4 247 (6.36%) Kubernetes
5 186 (4.79%) Kibana
6 144 (3.71%) Terraform
7 90 (2.32%) Business Desktop Deployment
7 90 (2.32%) WSUS
8 73 (1.88%) Nagios
9 43 (1.11%) HAProxy
10 41 (1.06%) logstash
11 38 (0.98%) Salt
12 34 (0.88%) Docker Swarm
12 34 (0.88%) ZABBIX
13 30 (0.77%) Mesos
14 25 (0.64%) Grafana
15 19 (0.49%) Packer
16 17 (0.44%) Graphite
16 17 (0.44%) Hadoop YARN
17 15 (0.39%) Pingdom
Vendors
1 503 (12.95%) Oracle
2 415 (10.68%) Microsoft
3 248 (6.38%) Google
4 152 (3.91%) VMware
5 135 (3.47%) SAP
6 109 (2.81%) IBM
7 89 (2.29%) Red Hat
8 81 (2.08%) Splunk
9 71 (1.83%) Apple
10 58 (1.49%) Sybase
11 54 (1.39%) Tableau
12 52 (1.34%) Zend
13 50 (1.29%) Atlassian
13 50 (1.29%) SaltStack
14 41 (1.06%) Cloudera
15 37 (0.95%) New Relic
16 36 (0.93%) Xamarin
17 34 (0.88%) Cisco
17 34 (0.88%) Rackspace
18 33 (0.85%) TIBCO