Period
to 23 October 2017

The following table provides summary statistics for permanent job vacancies 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 23 October 2017 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
23 Oct 2017
Same period 2016 Same period 2015
Rank 149 156 193
Rank change year-on-year +7 +37 +79
Permanent jobs citing MongoDB 4194 4228 3890
As % of all permanent IT jobs advertised in the UK 2.39% 2.23% 1.78%
As % of the Database & Business Intelligence category 7.83% 7.52% 5.63%
Number of salaries quoted 3528 3676 3255
UK median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - -
10th Percentile £32,500 £32,500 £32,500
90th Percentile £81,250 £80,500 £81,250
UK excluding London median annual salary £46,000 £47,500 £45,000
% change year-on-year -3.16% +5.56% +5.88%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53569 56197 69091
As % of all permanent IT jobs advertised in the UK 30.52% 29.64% 31.59%
Number of salaries quoted 44034 47845 58259
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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
Salary Trend

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

Salary trend for MongoDB in the UK

MongoDB
Salary Histogram

The salary distribution of IT jobs citing MongoDB over the 6 months to 23 October 2017.

Salary histogram for MongoDB in the UK

MongoDB
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the UK over the 6 months to 23 October 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
England +7 3918 £55,000 - 249
UK excluding London +31 2198 £46,000 -3.16% 143
London -27 1932 £65,000 +8.33% 111
South East +60 601 £52,500 +5.00% 28
North of England +29 471 £47,500 - 43
Midlands +68 381 £45,000 - 30
South West -29 304 £42,500 -5.56% 14
North West -4 295 £50,000 +5.26% 20
West Midlands +37 227 £42,500 - 16
East of England +33 227 £50,000 +5.26% 23
East Midlands +74 154 £47,500 +2.70% 14
Yorkshire +69 148 £47,500 - 19
Scotland +11 144 £40,000 - 1
Wales +7 66 £35,000 -22.22% 4
North East +22 28 £40,000 -15.79% 4
Northern Ireland -19 5 £40,000 +17.65%

For the 6 months to 23 October 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 with a requirement for MongoDB.

1 2390 (56.99%) Agile Software Development
2 1727 (41.18%) NoSQL
3 1633 (38.94%) JavaScript
4 1604 (38.25%) Java
5 1399 (33.36%) SQL
6 1362 (32.47%) AngularJS
7 1267 (30.21%) TDD
8 1219 (29.07%) Linux
9 1189 (28.35%) Amazon AWS
10 1185 (28.25%) HTML
11 1162 (27.71%) SQL Server
12 1157 (27.59%) C#
13 1153 (27.49%) .NET
14 1088 (25.94%) Node.js
15 1048 (24.99%) CSS
16 1031 (24.58%) MySQL
17 1002 (23.89%) Python
18 998 (23.80%) MVC
19 990 (23.61%) Finance
20 944 (22.51%) Scrum
21 924 (22.03%) Git (software)
22 920 (21.94%) Microsoft Azure
23 874 (20.84%) DevOps
24 767 (18.29%) Software Engineering
25 759 (18.10%) Docker
26 738 (17.60%) HTML5
27 721 (17.19%) Web Services
28 707 (16.86%) Elasticsearch
29 704 (16.79%) Apache Cassandra
30 702 (16.74%) Continuous Integration

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
1 707 (16.86%) Elasticsearch
2 380 (9.06%) Apache
3 336 (8.01%) Apache Spark
4 330 (7.87%) Tomcat
5 238 (5.67%) JBoss
6 152 (3.62%) Apache Solr
6 152 (3.62%) OpenStack
7 151 (3.60%) IIS
8 146 (3.48%) nginx
9 126 (3.00%) WebLogic
10 107 (2.55%) Mule
11 99 (2.36%) WebSphere
12 91 (2.17%) Confluence
13 90 (2.15%) Mule ESB
14 88 (2.10%) Oracle SOA Suite
15 83 (1.98%) Jetty
16 81 (1.93%) CMS
17 76 (1.81%) Apache Pig
18 70 (1.67%) SAS
19 31 (0.74%) Drupal
Applications
1 25 (0.60%) Microsoft Excel
2 11 (0.26%) SPSS
3 8 (0.19%) Photoshop
4 5 (0.12%) HipChat
4 5 (0.12%) Microsoft Office
5 4 (0.095%) Microsoft PowerPoint
6 3 (0.072%) CPLEX
6 3 (0.072%) GNU Octave
6 3 (0.072%) Spreadsheet
7 1 (0.024%) Adobe Creative Suite
7 1 (0.024%) LaTeX
7 1 (0.024%) Mathematica
7 1 (0.024%) Mingle
7 1 (0.024%) Weka
Business Applications
1 12 (0.29%) Eloqua
2 10 (0.24%) Magento
3 5 (0.12%) Dynamics CRM
4 4 (0.095%) Oracle BPM
4 4 (0.095%) Payment Gateway
4 4 (0.095%) SAP GRC
4 4 (0.095%) Workday HCM
5 2 (0.048%) NetSuite
5 2 (0.048%) SDL Web 8
6 1 (0.024%) Adobe Campaign
6 1 (0.024%) BusinessWorks
6 1 (0.024%) FastStats PeopleStage
6 1 (0.024%) Oracle Applications
6 1 (0.024%) SAP Hybris
6 1 (0.024%) Unica
6 1 (0.024%) Unit4 Business World
Cloud Services
1 1189 (28.35%) Amazon AWS
2 920 (21.94%) Microsoft Azure
3 300 (7.15%) SaaS
4 164 (3.91%) GitHub
5 163 (3.89%) Amazon EC2
6 139 (3.31%) PaaS
7 109 (2.60%) Google Cloud Platform
8 101 (2.41%) IaaS
9 73 (1.74%) Cloud Computing
10 58 (1.38%) AWS CloudFormation
11 55 (1.31%) Amazon S3
12 50 (1.19%) Serverless
13 42 (1.00%) npm
14 31 (0.74%) Amazon SQS
15 27 (0.64%) AWS Lambda
16 25 (0.60%) IBM Cloud
17 24 (0.57%) Bluemix
18 20 (0.48%) Amazon EMR
19 19 (0.45%) Slack
19 19 (0.45%) Virtual Private Cloud
Communications & Networking
1 177 (4.22%) HTTP
2 131 (3.12%) Internet
3 76 (1.81%) Firewall
4 74 (1.76%) TCP/IP
5 63 (1.50%) DNS
6 62 (1.48%) SAN
7 49 (1.17%) SSL
8 45 (1.07%) AMQP
9 40 (0.95%) SMS
10 24 (0.57%) VPN
11 22 (0.52%) NAS
12 16 (0.38%) LDAP
12 16 (0.38%) SMPP
13 14 (0.33%) HTTPS
14 13 (0.31%) Network Security
15 12 (0.29%) LAN
15 12 (0.29%) VLAN
16 11 (0.26%) WAN
16 11 (0.26%) Wireshark
17 10 (0.24%) IPsec
Database & Business Intelligence
1 1727 (41.18%) NoSQL
2 1162 (27.71%) SQL Server
3 1031 (24.58%) MySQL
4 704 (16.79%) Apache Cassandra
5 574 (13.69%) Hadoop
6 529 (12.61%) Redis
7 485 (11.56%) Big Data
8 437 (10.42%) PostgreSQL
9 370 (8.82%) Relational Database
10 240 (5.72%) Amazon DynamoDB
11 195 (4.65%) SQL Server 2014
12 183 (4.36%) MariaDB
13 174 (4.15%) SQL Server 2016
14 173 (4.12%) RavenDB
15 169 (4.03%) HBase
16 162 (3.86%) Couchbase
17 152 (3.62%) Neo4j
18 149 (3.55%) RDBMS
19 137 (3.27%) Apache Hive
20 129 (3.08%) SQL Server Integration Services
Development Applications
1 924 (22.03%) Git (software)
2 548 (13.07%) Jenkins
3 290 (6.91%) JIRA
4 270 (6.44%) TeamCity
5 211 (5.03%) Maven
6 201 (4.79%) Subversion
7 197 (4.70%) JUnit
8 129 (3.08%) gulp
9 120 (2.86%) webpack
10 118 (2.81%) Selenium
11 114 (2.72%) Team Foundation Server
12 108 (2.58%) Vagrant
13 107 (2.55%) Grunt
14 104 (2.48%) Cucumber
15 101 (2.41%) IntelliJ
16 99 (2.36%) Eclipse
17 95 (2.27%) Gradle
18 78 (1.86%) Octopus Deploy
19 71 (1.69%) Mercurial
20 70 (1.67%) Atlassian Bamboo
General
1 990 (23.61%) Finance
2 307 (7.32%) Retail
3 271 (6.46%) Marketing
4 257 (6.13%) Banking
5 225 (5.36%) Games
6 194 (4.63%) Telecoms
7 144 (3.43%) Manufacturing
8 136 (3.24%) Electronics
9 79 (1.88%) Advertising
10 45 (1.07%) Publishing
11 44 (1.05%) Billing
12 35 (0.83%) Law
13 32 (0.76%) Financial Institution
13 32 (0.76%) Investment Banking
14 30 (0.72%) Online Betting
15 16 (0.38%) Front Office
16 14 (0.33%) Automotive
17 13 (0.31%) Legal
18 11 (0.26%) Retail Banking
19 9 (0.21%) Military
Job Titles
1 2477 (59.06%) Developer
2 715 (17.05%) Java Developer
3 650 (15.50%) .NET Developer
4 494 (11.78%) Senior Developer
5 384 (9.16%) Software Engineer
6 321 (7.65%) Full Stack Developer
7 318 (7.58%) C# Developer
8 314 (7.49%) JavaScript Developer
9 253 (6.03%) Software Developer
10 247 (5.89%) DevOps Engineer
11 224 (5.34%) Architect
12 206 (4.91%) C# .NET Developer
13 204 (4.86%) Lead Developer
14 180 (4.29%) Senior Java Developer
15 167 (3.98%) Node.js Developer
16 155 (3.70%) DBA
17 148 (3.53%) Java Engineer
18 146 (3.48%) Junior
19 144 (3.43%) PHP Developer
20 137 (3.27%) Python Developer
Libraries, Frameworks & Software Standards
1 1362 (32.47%) AngularJS
2 1185 (28.25%) HTML
3 1153 (27.49%) .NET
4 1088 (25.94%) Node.js
5 1048 (24.99%) CSS
6 738 (17.60%) HTML5
7 721 (17.19%) Web Services
8 693 (16.52%) Spring
9 662 (15.78%) REST
10 639 (15.24%) ASP.NET
11 608 (14.50%) RESTful
12 512 (12.21%) React
13 478 (11.40%) ASP.NET MVC
14 476 (11.35%) Twitter Bootstrap
15 419 (9.99%) Hibernate
16 393 (9.37%) JSON
16 393 (9.37%) RabbitMQ
17 386 (9.20%) CSS3
18 357 (8.51%) ASP.NET Web API
19 339 (8.08%) .NET Framework
Miscellaneous
1 465 (11.09%) Computer Science
2 307 (7.32%) Fintech
3 247 (5.89%) Greenfield Project
4 228 (5.44%) Analytical Skills
5 223 (5.32%) User Experience
6 128 (3.05%) Algorithms
7 115 (2.74%) Mobile App
8 109 (2.60%) Enterprise Software
9 92 (2.19%) Clustering
10 78 (1.86%) Data Structures
11 72 (1.72%) Hedge funds
12 69 (1.65%) Data Centre
13 48 (1.14%) Internet of Things
14 38 (0.91%) Mobile Payment
15 33 (0.79%) BBC
16 32 (0.76%) N-Tier
16 32 (0.76%) Online Games
16 32 (0.76%) Public Cloud
16 32 (0.76%) Virtual Team
17 31 (0.74%) Social Media
Operating Systems
1 1219 (29.07%) Linux
2 361 (8.61%) Windows
3 243 (5.79%) Unix
4 159 (3.79%) Apple iOS
5 142 (3.39%) CentOS
6 139 (3.31%) Android
7 115 (2.74%) Ubuntu
8 104 (2.48%) Windows Server
9 51 (1.22%) Debian
10 41 (0.98%) Red Hat Enterprise Linux
11 26 (0.62%) Solaris
12 25 (0.60%) Windows Server 2012
13 21 (0.50%) AIX
14 10 (0.24%) SUSE
15 8 (0.19%) Mac OS X
15 8 (0.19%) Windows Server 2003
16 6 (0.14%) CoreOS
16 6 (0.14%) FreeBSD
16 6 (0.14%) Windows Server 2008
17 5 (0.12%) Windows 10
Processes & Methodologies
1 2390 (56.99%) Agile Software Development
2 1267 (30.21%) TDD
3 998 (23.80%) MVC
4 944 (22.51%) Scrum
5 874 (20.84%) DevOps
6 767 (18.29%) Software Engineering
7 702 (16.74%) Continuous Integration
8 694 (16.55%) Microservices
9 621 (14.81%) BDD
10 519 (12.37%) Kanban
11 497 (11.85%) OO
12 492 (11.73%) Open Source
13 403 (9.61%) E-Commerce
14 343 (8.18%) Analytics
15 340 (8.11%) Web Development
16 333 (7.94%) Business Intelligence
17 326 (7.77%) Multithreading
18 322 (7.68%) Web Application Development
19 303 (7.22%) Test Automation
20 288 (6.87%) Mentoring
Programming Languages
1 1633 (38.94%) JavaScript
2 1604 (38.25%) Java
3 1399 (33.36%) SQL
4 1157 (27.59%) C#
5 1002 (23.89%) Python
6 426 (10.16%) PHP
7 419 (9.99%) Ruby
8 352 (8.39%) Scala
9 305 (7.27%) C++
10 269 (6.41%) Bash Shell
11 215 (5.13%) Perl
12 176 (4.20%) F#
13 158 (3.77%) PowerShell
14 154 (3.67%) Go
15 127 (3.03%) T-SQL
16 126 (3.00%) R
17 122 (2.91%) TypeScript
18 91 (2.17%) ES6
19 85 (2.03%) C
20 84 (2.00%) Groovy
Qualifications
1 524 (12.49%) Degree
2 193 (4.60%) Computer Science Degree
3 98 (2.34%) Security Cleared
4 46 (1.10%) Master's Degree
5 44 (1.05%) PhD
6 40 (0.95%) SC Cleared
7 36 (0.86%) Microsoft Certification
8 32 (0.76%) DV Cleared
9 17 (0.41%) MCITP
10 14 (0.33%) MCSE
10 14 (0.33%) MCTS
11 12 (0.29%) Numerate Degree
12 10 (0.24%) Oracle Certification
13 9 (0.21%) CITP
14 8 (0.19%) AWS Certification
15 7 (0.17%) A+ Certification
16 6 (0.14%) ISEB
17 5 (0.12%) MCSD
18 4 (0.095%) MCP
18 4 (0.095%) MCSA
Quality Assurance & Compliance
1 153 (3.65%) QA
2 32 (0.76%) PCI DSS
3 26 (0.62%) Data Quality
4 23 (0.55%) SLA
5 20 (0.48%) GDPR
6 19 (0.45%) GCP
7 8 (0.19%) ISO 9001
8 4 (0.095%) Actionable Recommendations
9 3 (0.072%) SEPA
10 2 (0.048%) MiFID
11 1 (0.024%) COBIT
11 1 (0.024%) ISO/IEC 27001
11 1 (0.024%) PSD2
11 1 (0.024%) Sarbanes-Oxley
System Software
1 759 (18.10%) Docker
2 98 (2.34%) VMware Infrastructure
3 59 (1.41%) Active Directory
4 36 (0.86%) Apache Flume
5 32 (0.76%) HDFS
6 29 (0.69%) VMware ESXi
7 25 (0.60%) Oracle RAC
8 21 (0.50%) NFS
9 19 (0.45%) Hyper-V
9 19 (0.45%) Varnish
9 19 (0.45%) vSphere
10 18 (0.43%) Virtual Machines
11 13 (0.31%) KVM
12 10 (0.24%) iptables
13 9 (0.21%) Ceph
14 8 (0.19%) Apache ZooKeeper
14 8 (0.19%) etcd
14 8 (0.19%) VirtualBox
14 8 (0.19%) Xen
15 7 (0.17%) vCloud
Systems Management
1 401 (9.56%) Ansible
2 386 (9.20%) Puppet
3 331 (7.89%) Opscode Chef
4 225 (5.36%) Kubernetes
5 194 (4.63%) Kibana
6 129 (3.08%) Terraform
7 80 (1.91%) Business Desktop Deployment
7 80 (1.91%) WSUS
8 77 (1.84%) Nagios
9 49 (1.17%) logstash
10 44 (1.05%) HAProxy
10 44 (1.05%) Salt
11 34 (0.81%) Docker Swarm
12 31 (0.74%) ZABBIX
13 29 (0.69%) Mesos
14 28 (0.67%) Grafana
15 20 (0.48%) Graphite
16 19 (0.45%) Oracle RMAN
17 18 (0.43%) Oracle Enterprise Manager
18 17 (0.41%) Cobbler
Vendors
1 619 (14.76%) Oracle
2 477 (11.37%) Microsoft
3 201 (4.79%) Google
4 169 (4.03%) VMware
5 166 (3.96%) SAP
6 136 (3.24%) IBM
7 98 (2.34%) Red Hat
8 94 (2.24%) Splunk
9 75 (1.79%) Apple
10 67 (1.60%) Sybase
11 56 (1.34%) TIBCO
12 55 (1.31%) Atlassian
12 55 (1.31%) Zend
13 54 (1.29%) Cloudera
14 53 (1.26%) Cisco
15 52 (1.24%) Tableau
16 47 (1.12%) SaltStack
17 46 (1.10%) Xamarin
18 40 (0.95%) Rackspace
19 39 (0.93%) AppDynamics