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

MongoDB
UK
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 154 148 190
Rank change year-on-year -6 +42 +79
Permanent jobs citing MongoDB 4158 4395 3896
As % of all permanent IT jobs advertised in the UK 2.30% 2.31% 1.81%
As % of the Database & Business Intelligence category 7.61% 7.79% 5.73%
Number of salaries quoted 3491 3858 3275
UK median annual salary £55,000 £53,250 £52,500
Median salary % change year-on-year +3.29% +1.43% -
10th Percentile £32,500 £32,500 £33,000
90th Percentile £81,250 £80,000 £82,500
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +7.14%

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 54610 56430 67973
As % of all permanent IT jobs advertised in the UK 30.24% 29.67% 31.50%
Number of salaries quoted 44953 48258 57223
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 22 November 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 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
England -7 3885 £55,000 - 342
UK excluding London +19 2196 £47,500 - 198
London -34 1905 £65,000 +8.33% 159
South East +35 558 £50,000 - 56
North of England +28 516 £47,500 - 59
Midlands +52 360 £45,000 - 20
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% 14
Yorkshire +74 161 £50,000 +5.26% 23
East Midlands +49 153 £47,500 - 6
Scotland -3 145 £43,000 +7.50% 12
Wales -7 68 £34,000 -24.44% 2
North East +9 38 £40,000 -15.79% 7
Northern Ireland -24 5 £40,000 +17.65% 1

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 with a requirement for MongoDB.

1 2393 (57.55%) Agile Software Development
2 1675 (40.28%) NoSQL
3 1658 (39.87%) JavaScript
4 1556 (37.42%) Java
5 1357 (32.64%) SQL
6 1337 (32.15%) AngularJS
7 1243 (29.89%) TDD
8 1190 (28.62%) Amazon AWS
9 1186 (28.52%) HTML
10 1153 (27.73%) C#
11 1151 (27.68%) Linux
12 1147 (27.59%) .NET
13 1135 (27.30%) Node.js
14 1119 (26.91%) SQL Server
15 1056 (25.40%) CSS
16 1015 (24.41%) Python
17 979 (23.54%) MySQL
18 969 (23.30%) Finance
19 959 (23.06%) MVC
20 932 (22.41%) Microsoft Azure
21 921 (22.15%) Scrum
22 889 (21.38%) Git (software)
23 864 (20.78%) DevOps
24 799 (19.22%) Software Engineering
25 798 (19.19%) Docker
26 750 (18.04%) HTML5
27 735 (17.68%) Elasticsearch
28 708 (17.03%) Microservices
29 699 (16.81%) Continuous Integration
30 693 (16.67%) Apache Cassandra

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
1 735 (17.68%) Elasticsearch
2 360 (8.66%) Apache
2 360 (8.66%) Apache Spark
3 317 (7.62%) Tomcat
4 224 (5.39%) JBoss
5 156 (3.75%) OpenStack
6 139 (3.34%) Apache Solr
7 137 (3.29%) IIS
8 129 (3.10%) nginx
9 118 (2.84%) WebLogic
10 92 (2.21%) Jetty
11 88 (2.12%) WebSphere
12 87 (2.09%) Confluence
13 82 (1.97%) Apache Pig
14 79 (1.90%) Mule
15 76 (1.83%) CMS
16 74 (1.78%) Mule ESB
17 72 (1.73%) Oracle SOA Suite
18 64 (1.54%) SAS
19 33 (0.79%) Drupal
Applications
1 22 (0.53%) Microsoft Excel
2 14 (0.34%) SPSS
3 6 (0.14%) HipChat
4 5 (0.12%) Microsoft Office
5 4 (0.096%) CPLEX
5 4 (0.096%) Microsoft PowerPoint
5 4 (0.096%) Photoshop
6 3 (0.072%) GNU Octave
7 2 (0.048%) Weka
8 1 (0.024%) Acrobat
8 1 (0.024%) Adobe Illustrator
8 1 (0.024%) LaTeX
8 1 (0.024%) Mathematica
8 1 (0.024%) Mingle
8 1 (0.024%) Spreadsheet
Business Applications
1 11 (0.26%) Magento
2 8 (0.19%) Dynamics CRM
3 7 (0.17%) Eloqua
3 7 (0.17%) Workday HCM
4 4 (0.096%) BusinessWorks
4 4 (0.096%) Payment Gateway
4 4 (0.096%) Unit4 Business World
5 2 (0.048%) NetSuite
5 2 (0.048%) SDL Web 8
6 1 (0.024%) Adobe Campaign
6 1 (0.024%) FastStats PeopleStage
6 1 (0.024%) ION MarketView
6 1 (0.024%) Oracle Applications
6 1 (0.024%) SAP Hybris
6 1 (0.024%) Unica
Cloud Services
1 1190 (28.62%) Amazon AWS
2 932 (22.41%) Microsoft Azure
3 293 (7.05%) SaaS
4 155 (3.73%) GitHub
5 143 (3.44%) Amazon EC2
6 137 (3.29%) PaaS
7 134 (3.22%) Google Cloud Platform
8 95 (2.28%) IaaS
9 76 (1.83%) Cloud Computing
10 68 (1.64%) Amazon S3
11 55 (1.32%) AWS CloudFormation
12 53 (1.27%) Serverless
13 48 (1.15%) npm
14 35 (0.84%) AWS Lambda
15 31 (0.75%) Amazon SQS
16 29 (0.70%) Amazon Kinesis
17 26 (0.63%) Slack
18 24 (0.58%) Virtual Private Cloud
19 21 (0.51%) Amazon EMR
19 21 (0.51%) IBM Cloud
Communications & Networking
1 157 (3.78%) HTTP
2 117 (2.81%) Internet
3 79 (1.90%) Firewall
4 76 (1.83%) TCP/IP
5 54 (1.30%) SSL
6 53 (1.27%) DNS
7 51 (1.23%) AMQP
8 50 (1.20%) SAN
9 38 (0.91%) SMS
10 30 (0.72%) VPN
11 16 (0.38%) NAS
11 16 (0.38%) SMPP
12 14 (0.34%) HTTPS
12 14 (0.34%) VLAN
13 13 (0.31%) Network Security
14 10 (0.24%) IPsec
15 9 (0.22%) LDAP
16 8 (0.19%) SMTP
16 8 (0.19%) Wireshark
17 7 (0.17%) LAN
Database & Business Intelligence
1 1675 (40.28%) NoSQL
2 1119 (26.91%) SQL Server
3 979 (23.54%) MySQL
4 693 (16.67%) Apache Cassandra
5 576 (13.85%) Hadoop
6 509 (12.24%) Redis
7 496 (11.93%) Big Data
8 443 (10.65%) PostgreSQL
9 328 (7.89%) Relational Database
10 231 (5.56%) Amazon DynamoDB
11 211 (5.07%) SQL Server 2016
12 189 (4.55%) RavenDB
13 184 (4.43%) MariaDB
14 178 (4.28%) SQL Server 2014
15 172 (4.14%) HBase
16 157 (3.78%) Couchbase
17 156 (3.75%) Apache Hive
18 155 (3.73%) Neo4j
19 137 (3.29%) RDBMS
20 114 (2.74%) SQL Server 2008
Development Applications
1 889 (21.38%) Git (software)
2 553 (13.30%) Jenkins
3 293 (7.05%) TeamCity
4 244 (5.87%) JIRA
5 217 (5.22%) Maven
6 212 (5.10%) Subversion
7 164 (3.94%) JUnit
8 131 (3.15%) Selenium
9 127 (3.05%) Vagrant
10 126 (3.03%) webpack
11 117 (2.81%) gulp
12 110 (2.65%) Cucumber
13 103 (2.48%) Grunt
14 97 (2.33%) Team Foundation Server
15 95 (2.28%) Eclipse
15 95 (2.28%) Gradle
16 92 (2.21%) Octopus Deploy
17 85 (2.04%) Atlassian Bamboo
18 84 (2.02%) IntelliJ
19 78 (1.88%) Mercurial
General
1 969 (23.30%) Finance
2 279 (6.71%) Banking
3 269 (6.47%) Retail
4 236 (5.68%) Marketing
5 235 (5.65%) Games
6 172 (4.14%) Telecoms
7 129 (3.10%) Manufacturing
8 110 (2.65%) Electronics
9 94 (2.26%) Advertising
10 49 (1.18%) Publishing
11 48 (1.15%) Billing
12 37 (0.89%) Law
13 31 (0.75%) Investment Banking
14 26 (0.63%) Online Betting
15 21 (0.51%) Financial Institution
15 21 (0.51%) Legal
16 18 (0.43%) Front Office
17 14 (0.34%) Automotive
18 13 (0.31%) Retail Banking
19 11 (0.26%) Military
Job Titles
1 2432 (58.49%) Developer
2 669 (16.09%) Java Developer
3 649 (15.61%) .NET Developer
4 497 (11.95%) Senior Developer
5 384 (9.24%) Software Engineer
6 321 (7.72%) Full Stack Developer
7 315 (7.58%) JavaScript Developer
8 295 (7.09%) C# Developer
9 255 (6.13%) DevOps Engineer
10 248 (5.96%) Software Developer
11 201 (4.83%) Architect
12 200 (4.81%) C# .NET Developer
13 199 (4.79%) Lead Developer
14 168 (4.04%) Junior
14 168 (4.04%) PHP Developer
15 165 (3.97%) Node.js Developer
15 165 (3.97%) Senior Java Developer
16 155 (3.73%) DBA
17 146 (3.51%) Java Engineer
18 128 (3.08%) Python Developer
Libraries, Frameworks & Software Standards
1 1337 (32.15%) AngularJS
2 1186 (28.52%) HTML
3 1147 (27.59%) .NET
4 1135 (27.30%) Node.js
5 1056 (25.40%) CSS
6 750 (18.04%) HTML5
7 658 (15.82%) Spring
8 639 (15.37%) Web Services
9 629 (15.13%) ASP.NET
10 624 (15.01%) REST
11 616 (14.81%) RESTful
12 554 (13.32%) React
13 489 (11.76%) ASP.NET MVC
14 488 (11.74%) Twitter Bootstrap
15 412 (9.91%) RabbitMQ
16 391 (9.40%) CSS3
16 391 (9.40%) Hibernate
17 346 (8.32%) JSON
18 342 (8.23%) ASP.NET Web API
19 307 (7.38%) .NET Framework
Miscellaneous
1 494 (11.88%) Computer Science
2 300 (7.22%) Fintech
3 254 (6.11%) Analytical Skills
4 225 (5.41%) Greenfield Project
4 225 (5.41%) User Experience
5 133 (3.20%) Algorithms
6 110 (2.65%) Mobile App
7 102 (2.45%) Enterprise Software
8 96 (2.31%) Clustering
9 82 (1.97%) Data Centre
10 68 (1.64%) Data Structures
11 52 (1.25%) Hedge funds
12 43 (1.03%) Internet of Things
13 41 (0.99%) Social Media
14 38 (0.91%) Public Cloud
15 35 (0.84%) Mobile Payment
16 34 (0.82%) BBC
16 34 (0.82%) Management Information System
17 32 (0.77%) Replication
18 30 (0.72%) Linux Command Line
Operating Systems
1 1151 (27.68%) Linux
2 342 (8.23%) Windows
3 227 (5.46%) Unix
4 155 (3.73%) Apple iOS
5 144 (3.46%) CentOS
6 140 (3.37%) Android
7 114 (2.74%) Ubuntu
8 105 (2.53%) Windows Server
9 51 (1.23%) Debian
10 44 (1.06%) Red Hat Enterprise Linux
11 27 (0.65%) Windows Server 2012
12 23 (0.55%) Solaris
13 14 (0.34%) AIX
14 10 (0.24%) SUSE
15 9 (0.22%) Mac OS X
16 8 (0.19%) CoreOS
16 8 (0.19%) Windows 10
16 8 (0.19%) Windows 7
17 6 (0.14%) DC/OS
18 4 (0.096%) Mac OS
Processes & Methodologies
1 2393 (57.55%) Agile Software Development
2 1243 (29.89%) TDD
3 959 (23.06%) MVC
4 921 (22.15%) Scrum
5 864 (20.78%) DevOps
6 799 (19.22%) Software Engineering
7 708 (17.03%) Microservices
8 699 (16.81%) Continuous Integration
9 624 (15.01%) BDD
10 505 (12.15%) OO
11 488 (11.74%) Kanban
12 469 (11.28%) Open Source
13 372 (8.95%) E-Commerce
14 367 (8.83%) Analytics
15 343 (8.25%) Web Application Development
16 322 (7.74%) Multithreading
17 310 (7.46%) Web Development
18 308 (7.41%) Test Automation
19 286 (6.88%) Business Intelligence
20 255 (6.13%) Mentoring
Programming Languages
1 1658 (39.87%) JavaScript
2 1556 (37.42%) Java
3 1357 (32.64%) SQL
4 1153 (27.73%) C#
5 1015 (24.41%) Python
6 463 (11.14%) Ruby
7 462 (11.11%) PHP
8 364 (8.75%) Scala
9 286 (6.88%) C++
10 264 (6.35%) Bash Shell
11 192 (4.62%) Perl
12 185 (4.45%) Go
13 181 (4.35%) F#
14 161 (3.87%) PowerShell
15 139 (3.34%) R
16 117 (2.81%) TypeScript
17 112 (2.69%) T-SQL
18 101 (2.43%) ES6
19 81 (1.95%) C
20 73 (1.76%) Groovy
Qualifications
1 581 (13.97%) Degree
2 223 (5.36%) Computer Science Degree
3 95 (2.28%) Security Cleared
4 52 (1.25%) Master's Degree
5 48 (1.15%) PhD
6 34 (0.82%) SC Cleared
7 31 (0.75%) Microsoft Certification
8 30 (0.72%) DV Cleared
9 24 (0.58%) Numerate Degree
10 16 (0.38%) MCSE
11 13 (0.31%) MCITP
12 12 (0.29%) AWS Certification
13 10 (0.24%) MCTS
14 7 (0.17%) A+ Certification
14 7 (0.17%) Oracle Certification
15 5 (0.12%) MCSD
16 4 (0.096%) ISEB
16 4 (0.096%) MCP
16 4 (0.096%) MCSA
17 3 (0.072%) CCNA
Quality Assurance & Compliance
1 139 (3.34%) QA
2 31 (0.75%) GCP
3 26 (0.63%) SLA
4 23 (0.55%) PCI DSS
5 22 (0.53%) Data Quality
6 17 (0.41%) GDPR
7 8 (0.19%) ISO 9001
8 5 (0.12%) SEPA
9 4 (0.096%) Actionable Recommendations
10 3 (0.072%) MiFID
11 1 (0.024%) COBIT
11 1 (0.024%) ISO/IEC 27001
11 1 (0.024%) PSD2
11 1 (0.024%) Solvency II
System Software
1 798 (19.19%) Docker
2 94 (2.26%) VMware Infrastructure
3 40 (0.96%) Active Directory
4 34 (0.82%) Apache Flume
5 32 (0.77%) HDFS
6 23 (0.55%) Varnish
7 21 (0.51%) Virtual Machines
7 21 (0.51%) VMware ESXi
8 20 (0.48%) Hyper-V
8 20 (0.48%) vSphere
9 17 (0.41%) NFS
9 17 (0.41%) Oracle RAC
10 12 (0.29%) KVM
11 10 (0.24%) VirtualBox
11 10 (0.24%) Xen
12 9 (0.22%) Apache ZooKeeper
13 7 (0.17%) iptables
13 7 (0.17%) Microsoft App-V
13 7 (0.17%) vCloud
14 6 (0.14%) Ceph
Systems Management
1 411 (9.88%) Ansible
2 400 (9.62%) Puppet
3 358 (8.61%) Opscode Chef
4 255 (6.13%) Kubernetes
5 196 (4.71%) Kibana
6 151 (3.63%) Terraform
7 90 (2.16%) Business Desktop Deployment
7 90 (2.16%) WSUS
8 74 (1.78%) Nagios
9 46 (1.11%) HAProxy
10 45 (1.08%) logstash
11 38 (0.91%) Salt
12 36 (0.87%) ZABBIX
13 34 (0.82%) Docker Swarm
14 30 (0.72%) Mesos
15 25 (0.60%) Grafana
16 22 (0.53%) Cobbler
16 22 (0.53%) Graphite
17 19 (0.46%) Packer
18 17 (0.41%) Hadoop YARN
Vendors
1 548 (13.18%) Oracle
2 434 (10.44%) Microsoft
3 259 (6.23%) Google
4 163 (3.92%) VMware
5 135 (3.25%) SAP
6 131 (3.15%) IBM
7 93 (2.24%) Red Hat
8 88 (2.12%) Splunk
9 71 (1.71%) Apple
10 65 (1.56%) Sybase
11 62 (1.49%) Zend
12 54 (1.30%) Tableau
13 51 (1.23%) Atlassian
14 50 (1.20%) SaltStack
15 49 (1.18%) TIBCO
16 44 (1.06%) Cloudera
17 42 (1.01%) Cisco
18 37 (0.89%) New Relic
19 36 (0.87%) Xamarin
20 35 (0.84%) Rackspace