Period
to 20 August 2018

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 20 August 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 144 147 172
Rank change year-on-year +3 +25 +29
Permanent jobs citing MongoDB 3,961 4,300 4,088
As % of all permanent IT jobs advertised in the UK 2.34% 2.44% 2.07%
As % of the Database & Business Intelligence category 7.81% 7.97% 6.90%
Number of salaries quoted 3,155 3,641 3,539
UK median annual salary £55,000 £55,000 £55,000
10th Percentile £33,750 £31,375 £33,750
90th Percentile £85,000 £80,000 £82,250
UK excluding London median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 50,744 53,935 59,226
As % of all permanent IT jobs advertised in the UK 30.03% 30.66% 30.04%
Number of salaries quoted 41,324 44,884 50,573
UK 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 excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 20 August 2018.

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 20 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
England -2 3,687 £55,000 - 585
UK excluding London 0 2,076 £50,000 +11.11% 330
London -7 1,780 £65,000 - 276
North of England +51 616 £47,500 +5.56% 107
South East -20 516 £52,500 +5.00% 83
North West +62 397 £47,500 - 67
East of England +42 281 £55,000 +15.79% 52
Midlands -58 251 £45,000 - 40
South West -30 241 £47,500 +11.76% 26
West Midlands -50 159 £45,000 +5.88% 29
Yorkshire +7 153 £47,500 +5.56% 27
Scotland -18 117 £42,500 +6.25% 14
East Midlands -46 92 £42,500 -5.56% 11
North East +14 67 £45,000 +28.57% 13
Wales 0 55 £35,000 -1.57% 5
Northern Ireland +3 5 £35,000 -12.50% 3

For the 6 months to 20 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 with a requirement for MongoDB.

1 2,132 (53.82%) Agile Software Development
2 1,806 (45.59%) JavaScript
3 1,603 (40.47%) Java
4 1,528 (38.58%) NoSQL
5 1,449 (36.58%) SQL
6 1,346 (33.98%) Amazon AWS
7 1,331 (33.60%) AngularJS
8 1,247 (31.48%) HTML
9 1,141 (28.81%) .NET
10 1,126 (28.43%) C#
11 1,085 (27.39%) CSS
12 1,058 (26.71%) SQL Server
13 1,043 (26.33%) Git (software)
14 1,033 (26.08%) Python
15 1,005 (25.37%) Linux
16 997 (25.17%) Microsoft Azure
17 978 (24.69%) TDD
18 952 (24.03%) MySQL
19 917 (23.15%) MVC
20 882 (22.27%) Node.js
21 877 (22.14%) Software Engineering
22 835 (21.08%) DevOps
23 817 (20.63%) RESTful
24 815 (20.58%) Docker
25 804 (20.30%) Scrum
26 798 (20.15%) Microservices
27 797 (20.12%) Finance
28 762 (19.24%) HTML5
29 754 (19.04%) Spring
30 724 (18.28%) React

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
1 625 (15.78%) Elasticsearch
2 307 (7.75%) Apache Spark
3 220 (5.55%) Apache
4 192 (4.85%) CMS
4 192 (4.85%) Tomcat
5 133 (3.36%) JBoss
6 97 (2.45%) Confluence
7 89 (2.25%) EPiServer
8 85 (2.15%) nginx
9 83 (2.10%) OpenStack
10 78 (1.97%) Apache Solr
10 78 (1.97%) WebLogic
11 66 (1.67%) Jetty
12 65 (1.64%) Oracle SOA Suite
13 55 (1.39%) Sitecore CMS
14 48 (1.21%) Mule
14 48 (1.21%) WebSphere
15 47 (1.19%) Apache Pig
16 41 (1.04%) IIS
17 38 (0.96%) SAS
Applications
1 34 (0.86%) Microsoft Excel
2 12 (0.30%) Chatbot
3 11 (0.28%) GNU Octave
4 9 (0.23%) Microsoft Office
4 9 (0.23%) Microsoft PowerPoint
5 5 (0.13%) MS Visio
5 5 (0.13%) Photoshop
6 3 (0.076%) Weka
7 1 (0.025%) Adobe Illustrator
7 1 (0.025%) Blender
7 1 (0.025%) Maya
7 1 (0.025%) Microsoft Project
7 1 (0.025%) Mingle
7 1 (0.025%) Stata
Business Applications
1 41 (1.04%) Eloqua
2 17 (0.43%) Documaker
3 9 (0.23%) Magento
4 8 (0.20%) Remedy ITSM
5 7 (0.18%) R3 Corda
6 6 (0.15%) Distributed Ledger
6 6 (0.15%) Oracle Procure-to-Pay
6 6 (0.15%) Sentinel
7 4 (0.10%) Dynamics CRM
8 3 (0.076%) Dynamics AX
8 3 (0.076%) Dynamics NAV
8 3 (0.076%) Payment Gateway
9 2 (0.050%) Actimize
10 1 (0.025%) OpenCart
10 1 (0.025%) Oracle Cash Management
10 1 (0.025%) osCommerce
10 1 (0.025%) Ripple
Cloud Services
1 1,346 (33.98%) Amazon AWS
2 997 (25.17%) Microsoft Azure
3 220 (5.55%) SaaS
4 208 (5.25%) GitHub
5 197 (4.97%) Google Cloud Platform
6 155 (3.91%) npm
7 103 (2.60%) Amazon EC2
8 89 (2.25%) Amazon S3
9 82 (2.07%) PaaS
10 66 (1.67%) IaaS
11 63 (1.59%) Cloud Computing
11 63 (1.59%) Serverless
12 52 (1.31%) AWS CloudFormation
13 34 (0.86%) OpenShift
14 32 (0.81%) AWS Lambda
15 31 (0.78%) NuGet
16 30 (0.76%) Amazon Kinesis
17 26 (0.66%) Amazon EMR
18 18 (0.45%) Amazon SQS
18 18 (0.45%) Trello
Communications & Networking
1 110 (2.78%) DNS
2 104 (2.63%) HTTP
2 104 (2.63%) Internet
3 67 (1.69%) TCP/IP
4 63 (1.59%) SSL
5 35 (0.88%) Firewall
6 27 (0.68%) AMQP
7 25 (0.63%) SMTP
8 24 (0.61%) FTP
8 24 (0.61%) SSH
9 22 (0.56%) DHCP
10 21 (0.53%) IPsec
11 20 (0.50%) SMS
11 20 (0.50%) SNMP
12 19 (0.48%) HTTPS
12 19 (0.48%) VPN
13 17 (0.43%) Cisco IOS
13 17 (0.43%) IMAP
13 17 (0.43%) LAN
13 17 (0.43%) POP3
Database & Business Intelligence
1 1,528 (38.58%) NoSQL
2 1,058 (26.71%) SQL Server
3 952 (24.03%) MySQL
4 560 (14.14%) PostgreSQL
5 556 (14.04%) Apache Cassandra
6 491 (12.40%) Big Data
7 407 (10.28%) Hadoop
8 396 (10.00%) Relational Database
9 361 (9.11%) Redis
10 278 (7.02%) SQL Server 2016
11 217 (5.48%) Amazon DynamoDB
12 207 (5.23%) RavenDB
13 185 (4.67%) RDBMS
14 128 (3.23%) Apache Hive
15 115 (2.90%) DB2
16 110 (2.78%) Couchbase
17 108 (2.73%) Neo4j
18 107 (2.70%) HBase
19 97 (2.45%) CouchDB
20 91 (2.30%) Amazon RDS
Development Applications
1 1,043 (26.33%) Git (software)
2 560 (14.14%) Jenkins
3 301 (7.60%) JIRA
4 270 (6.82%) Maven
5 265 (6.69%) Selenium
6 250 (6.31%) TeamCity
7 213 (5.38%) JUnit
8 183 (4.62%) Subversion
9 168 (4.24%) Octopus Deploy
10 160 (4.04%) gulp
11 149 (3.76%) Vagrant
12 148 (3.74%) Team Foundation Server
13 147 (3.71%) Mocha
14 139 (3.51%) Visual Studio
15 137 (3.46%) Cucumber
16 130 (3.28%) webpack
17 117 (2.95%) Protractor
18 90 (2.27%) Gradle
19 89 (2.25%) Bower
20 85 (2.15%) Karma Test Runner
General
1 797 (20.12%) Finance
2 342 (8.63%) Banking
3 276 (6.97%) Retail
4 196 (4.95%) Investment Banking
5 171 (4.32%) Marketing
6 166 (4.19%) Financial Institution
7 154 (3.89%) Advertising
8 152 (3.84%) Games
9 60 (1.51%) Telecoms
10 53 (1.34%) Electronics
11 49 (1.24%) Front Office
12 48 (1.21%) Manufacturing
13 44 (1.11%) Retail Banking
14 38 (0.96%) Law
15 30 (0.76%) Publishing
16 23 (0.58%) Back Office
17 16 (0.40%) Military
17 16 (0.40%) Pharmaceutical
18 14 (0.35%) Automotive
18 14 (0.35%) Legal
Job Titles
1 2,361 (59.61%) Developer
2 647 (16.33%) Java Developer
3 628 (15.85%) .NET Developer
4 403 (10.17%) Senior Developer
5 342 (8.63%) Software Engineer
6 289 (7.30%) Full Stack Developer
7 285 (7.20%) C# Developer
8 223 (5.63%) Software Developer
9 216 (5.45%) DevOps Engineer
10 208 (5.25%) JavaScript Developer
11 182 (4.59%) Architect
12 177 (4.47%) C# .NET Developer
13 165 (4.17%) PHP Developer
14 162 (4.09%) Java Engineer
15 142 (3.58%) Senior Java Developer
16 139 (3.51%) Python Developer
17 122 (3.08%) Lead Developer
18 114 (2.88%) Data Engineer
19 113 (2.85%) Java Software Engineer
20 106 (2.68%) DBA
Libraries, Frameworks & Software Standards
1 1,331 (33.60%) AngularJS
2 1,247 (31.48%) HTML
3 1,141 (28.81%) .NET
4 1,085 (27.39%) CSS
5 882 (22.27%) Node.js
6 817 (20.63%) RESTful
7 762 (19.24%) HTML5
8 754 (19.04%) Spring
9 724 (18.28%) React
10 649 (16.38%) ASP.NET
11 563 (14.21%) REST
12 546 (13.78%) CSS3
13 528 (13.33%) Web Services
14 496 (12.52%) ASP.NET MVC
15 477 (12.04%) Twitter Bootstrap
16 407 (10.28%) jQuery
17 366 (9.24%) RabbitMQ
18 344 (8.68%) Kafka
19 320 (8.08%) .NET Framework
20 297 (7.50%) Hibernate
Miscellaneous
1 454 (11.46%) Computer Science
2 346 (8.74%) Analytical Skills
3 302 (7.62%) Fintech
4 239 (6.03%) Greenfield Project
4 239 (6.03%) User Experience
5 173 (4.37%) Enterprise Software
6 172 (4.34%) Algorithms
7 142 (3.58%) Cyberthreat
8 138 (3.48%) Self-Motivation
9 129 (3.26%) Data Structures
10 113 (2.85%) Mobile App
11 74 (1.87%) Public Cloud
12 65 (1.64%) Linux Command Line
13 61 (1.54%) Fixed Income
14 53 (1.34%) Hedge funds
15 51 (1.29%) Cloud Native
16 49 (1.24%) Management Information System
17 48 (1.21%) Private Cloud
18 45 (1.14%) Data Centre
19 44 (1.11%) Replication
Operating Systems
1 1,005 (25.37%) Linux
2 266 (6.72%) Windows
3 253 (6.39%) Unix
4 97 (2.45%) Android
5 93 (2.35%) CentOS
6 78 (1.97%) Windows Server
7 76 (1.92%) Red Hat Enterprise Linux
8 71 (1.79%) Apple iOS
9 46 (1.16%) Ubuntu
10 40 (1.01%) Windows Server 2012
11 26 (0.66%) Solaris
12 22 (0.56%) Windows Server 2008
13 18 (0.45%) Debian
14 13 (0.33%) DC/OS
15 11 (0.28%) AIX
15 11 (0.28%) VMS
16 6 (0.15%) CoreOS
16 6 (0.15%) Oracle Linux
17 5 (0.13%) Windows 10
18 4 (0.10%) HPUX
Processes & Methodologies
1 2,132 (53.82%) Agile Software Development
2 978 (24.69%) TDD
3 917 (23.15%) MVC
4 877 (22.14%) Software Engineering
5 835 (21.08%) DevOps
6 804 (20.30%) Scrum
7 798 (20.15%) Microservices
8 610 (15.40%) Problem-Solving
9 538 (13.58%) Continuous Integration
10 491 (12.40%) BDD
11 460 (11.61%) OO
12 432 (10.91%) Analytics
13 431 (10.88%) Test Automation
14 413 (10.43%) Open Source
15 401 (10.12%) Web Application Development
16 322 (8.13%) Web Development
17 315 (7.95%) Machine Learning
18 308 (7.78%) Data Science
19 301 (7.60%) Mentoring
20 265 (6.69%) SDLC
Programming Languages
1 1,806 (45.59%) JavaScript
2 1,603 (40.47%) Java
3 1,449 (36.58%) SQL
4 1,126 (28.43%) C#
5 1,033 (26.08%) Python
6 402 (10.15%) PHP
7 361 (9.11%) Ruby
8 347 (8.76%) Java 8
9 307 (7.75%) Scala
10 291 (7.35%) Bash Shell
11 218 (5.50%) C++
12 175 (4.42%) TypeScript
13 173 (4.37%) T-SQL
14 167 (4.22%) PowerShell
15 157 (3.96%) ES6
16 149 (3.76%) Go
17 135 (3.41%) PL/SQL
18 133 (3.36%) Shell Script
19 130 (3.28%) Perl
20 102 (2.58%) F#
Qualifications
1 604 (15.25%) Degree
2 153 (3.86%) Computer Science Degree
3 127 (3.21%) Security Cleared
4 54 (1.36%) Master's Degree
5 53 (1.34%) SC Cleared
6 47 (1.19%) AWS Certification
7 44 (1.11%) DV Cleared
8 41 (1.04%) SAFe Agilist
9 38 (0.96%) PhD
10 28 (0.71%) Microsoft Certification
11 23 (0.58%) Numerate Degree
12 18 (0.45%) ISTQB
13 14 (0.35%) BPSS Clearance
14 10 (0.25%) HND
15 9 (0.23%) MCSE
16 8 (0.20%) Cisco Certification
16 8 (0.20%) ITIL Foundation Certificate
17 7 (0.18%) ISTQB Foundation Certification
17 7 (0.18%) PMI Certification
17 7 (0.18%) RHCE
Quality Assurance & Compliance
1 135 (3.41%) QA
2 55 (1.39%) GCP
3 22 (0.56%) PCI DSS
4 18 (0.45%) GDPR
5 15 (0.38%) Data Quality
6 14 (0.35%) ISO/IEC 27001
7 9 (0.23%) MiFID
8 7 (0.18%) PSD2
9 3 (0.076%) COBIT
9 3 (0.076%) PMO
9 3 (0.076%) SLA
9 3 (0.076%) Solvency II
10 2 (0.050%) ISO 9001
10 2 (0.050%) ISO/IEC 20000
10 2 (0.050%) PA-DSS
10 2 (0.050%) SEPA
10 2 (0.050%) WCAG
11 1 (0.025%) HIPAA
11 1 (0.025%) HL7
11 1 (0.025%) WAI
System Software
1 815 (20.58%) Docker
2 117 (2.95%) VMware Infrastructure
3 65 (1.64%) HDFS
4 61 (1.54%) Apache ZooKeeper
5 41 (1.04%) Apache Flume
6 40 (1.01%) VirtualBox
7 26 (0.66%) Virtual Machines
8 21 (0.53%) Active Directory
8 21 (0.53%) Varnish
9 17 (0.43%) Oracle RAC
9 17 (0.43%) Samba
10 16 (0.40%) vSphere
11 15 (0.38%) Xen
12 14 (0.35%) Hyper-V
13 12 (0.30%) KVM
14 9 (0.23%) iptables
14 9 (0.23%) QEMU
15 8 (0.20%) vCloud
16 5 (0.13%) LXC
17 3 (0.076%) etcd
Systems Management
1 313 (7.90%) Ansible
2 311 (7.85%) Kubernetes
3 305 (7.70%) Puppet
4 303 (7.65%) Opscode Chef
5 178 (4.49%) Terraform
6 170 (4.29%) Kibana
7 88 (2.22%) Nagios
8 56 (1.41%) Cobbler
9 53 (1.34%) logstash
10 51 (1.29%) Prometheus
10 51 (1.29%) ZABBIX
11 44 (1.11%) Packer
12 42 (1.06%) Rancher
13 37 (0.93%) Mesos
14 33 (0.83%) Grafana
15 31 (0.78%) HAProxy
16 29 (0.73%) Graphite
16 29 (0.73%) Salt
17 24 (0.61%) Business Desktop Deployment
17 24 (0.61%) WSUS
Vendors
1 533 (13.46%) Oracle
2 319 (8.05%) Google
3 293 (7.40%) Microsoft
4 146 (3.69%) VMware
5 125 (3.16%) Sybase
6 93 (2.35%) Red Hat
6 93 (2.35%) Splunk
7 87 (2.20%) Capita
8 77 (1.94%) IBM
9 76 (1.92%) New Relic
10 71 (1.79%) Sitecore
11 60 (1.51%) Cloudera
12 52 (1.31%) Facebook
13 51 (1.29%) Atlassian
14 49 (1.24%) SAP
15 48 (1.21%) Hortonworks
16 43 (1.09%) Zend
17 41 (1.04%) Marketo
18 36 (0.91%) Rackspace
18 36 (0.91%) Tableau