Period
to 23 August 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 August 2017 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
23 Aug 2017
Same period 2016 Same period 2015
Rank 143 163 195
Rank change year-on-year +20 +32 +80
Permanent jobs citing MongoDB 4307 4095 3750
As % of all permanent IT jobs advertised in the UK 2.45% 2.08% 1.73%
As % of the Database & Business Intelligence category 7.96% 6.94% 5.45%
Number of salaries quoted 3640 3551 3125
UK median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% -
10th Percentile £31,375 £33,750 £32,500
90th Percentile £80,000 £81,250 £80,000
UK excluding London median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +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 54094 58998 68754
As % of all permanent IT jobs advertised in the UK 30.74% 29.99% 31.74%
Number of salaries quoted 44880 50389 57983
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +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 23 August 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 August 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 +25 4049 £55,000 - 298
UK excluding London +64 2250 £45,000 -5.26% 171
London -12 2000 £65,000 +8.33% 141
South East +54 610 £50,000 - 39
North of England +47 476 £45,000 -5.26% 49
Midlands +136 428 £45,000 - 35
South West -17 313 £42,500 -5.56% 26
West Midlands +86 271 £42,000 -6.67% 24
North West 0 266 £47,500 - 26
East of England +68 220 £47,500 -4.04% 7
Yorkshire +62 177 £45,000 -5.26% 22
East Midlands +99 157 £45,000 +2.86% 11
Scotland +20 133 £40,000 -3.61% 12
Wales +29 66 £35,558 -11.11% 2
North East +35 33 £35,000 -22.22% 1
Northern Ireland -11 5 £40,000 +17.65% 1

For the 6 months to 23 August 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 2466 (57.26%) Agile Software Development
2 1882 (43.70%) NoSQL
3 1711 (39.73%) Java
4 1686 (39.15%) JavaScript
5 1427 (33.13%) AngularJS
6 1406 (32.64%) SQL
7 1391 (32.30%) TDD
8 1281 (29.74%) Linux
9 1247 (28.95%) HTML
10 1237 (28.72%) SQL Server
11 1194 (27.72%) C#
12 1187 (27.56%) .NET
13 1177 (27.33%) MySQL
14 1162 (26.98%) Amazon AWS
15 1090 (25.31%) CSS
16 1078 (25.03%) MVC
17 1045 (24.26%) Node.js
18 1028 (23.87%) Git (software)
19 1021 (23.71%) Python
20 989 (22.96%) Scrum
21 920 (21.36%) Finance
22 889 (20.64%) Microsoft Azure
23 849 (19.71%) DevOps
24 782 (18.16%) HTML5
25 777 (18.04%) Web Services
26 773 (17.95%) Apache Cassandra
27 740 (17.18%) Continuous Integration
28 731 (16.97%) Software Engineering
29 727 (16.88%) Spring
30 717 (16.65%) Oracle

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
1 696 (16.16%) Elasticsearch
2 439 (10.19%) Apache
3 375 (8.71%) Apache Spark
4 348 (8.08%) Tomcat
5 253 (5.87%) JBoss
6 198 (4.60%) Apache Solr
7 188 (4.36%) nginx
8 168 (3.90%) OpenStack
9 165 (3.83%) IIS
10 130 (3.02%) WebLogic
11 124 (2.88%) WebSphere
12 111 (2.58%) Mule
13 102 (2.37%) Oracle SOA Suite
14 92 (2.14%) Mule ESB
15 89 (2.07%) CMS
16 87 (2.02%) Confluence
17 84 (1.95%) Jetty
18 83 (1.93%) Apache Pig
19 73 (1.69%) SAS
20 36 (0.84%) GlassFish
Applications
1 34 (0.79%) Microsoft Excel
2 14 (0.33%) SPSS
3 10 (0.23%) Photoshop
4 3 (0.070%) HipChat
4 3 (0.070%) Microsoft PowerPoint
4 3 (0.070%) Spreadsheet
4 3 (0.070%) Weka
5 2 (0.046%) Adobe Creative Suite
5 2 (0.046%) Adobe Illustrator
5 2 (0.046%) InDesign
5 2 (0.046%) Microsoft Office
6 1 (0.023%) Gephi
6 1 (0.023%) GNU Octave
6 1 (0.023%) InVision
6 1 (0.023%) LaTeX
6 1 (0.023%) Mingle
Business Applications
1 13 (0.30%) Eloqua
2 8 (0.19%) Oracle BPM
2 8 (0.19%) SAP GRC
3 5 (0.12%) Magento
4 4 (0.093%) SAP Business One
5 3 (0.070%) Dynamics CRM
5 3 (0.070%) NetSuite
5 3 (0.070%) Payment Gateway
6 2 (0.046%) SAP Hybris
6 2 (0.046%) SDL Web 8
6 2 (0.046%) Workday HCM
7 1 (0.023%) Adobe Campaign
7 1 (0.023%) FastStats PeopleStage
7 1 (0.023%) Oracle Assets
7 1 (0.023%) Unica
Cloud Services
1 1162 (26.98%) Amazon AWS
2 889 (20.64%) Microsoft Azure
3 265 (6.15%) SaaS
4 189 (4.39%) Amazon EC2
5 186 (4.32%) GitHub
6 133 (3.09%) PaaS
7 120 (2.79%) Google Cloud Platform
8 99 (2.30%) IaaS
9 75 (1.74%) Cloud Computing
10 70 (1.63%) Amazon S3
11 50 (1.16%) AWS CloudFormation
12 32 (0.74%) AWS Elastic Beanstalk
13 29 (0.67%) Amazon SQS
14 25 (0.58%) Bluemix
14 25 (0.58%) IBM Cloud
15 23 (0.53%) AWS Lambda
16 20 (0.46%) Amazon EMR
16 20 (0.46%) Azure Machine Learning
17 18 (0.42%) Datadog
17 18 (0.42%) Firebase
Communications & Networking
1 209 (4.85%) HTTP
2 137 (3.18%) Internet
3 83 (1.93%) Firewall
4 76 (1.76%) DNS
5 73 (1.69%) SAN
6 51 (1.18%) TCP/IP
7 39 (0.91%) SSL
8 38 (0.88%) AMQP
9 35 (0.81%) SMS
10 26 (0.60%) VPN
11 22 (0.51%) WAN
12 21 (0.49%) LDAP
13 18 (0.42%) NAS
14 16 (0.37%) LAN
15 12 (0.28%) HTTPS
15 12 (0.28%) tcpdump
15 12 (0.28%) Wireshark
16 11 (0.26%) SMPP
16 11 (0.26%) VLAN
17 10 (0.23%) Network Security
Database & Business Intelligence
1 1882 (43.70%) NoSQL
2 1237 (28.72%) SQL Server
3 1177 (27.33%) MySQL
4 773 (17.95%) Apache Cassandra
5 617 (14.33%) Hadoop
6 611 (14.19%) Big Data
7 527 (12.24%) Redis
8 442 (10.26%) PostgreSQL
9 378 (8.78%) Relational Database
10 241 (5.60%) Amazon DynamoDB
11 201 (4.67%) MariaDB
11 201 (4.67%) SQL Server 2014
12 188 (4.36%) HBase
13 167 (3.88%) RDBMS
14 161 (3.74%) RavenDB
15 157 (3.65%) Couchbase
16 152 (3.53%) Apache Hive
17 145 (3.37%) CouchDB
18 144 (3.34%) Neo4j
19 142 (3.30%) SQL Server Integration Services
Development Applications
1 1028 (23.87%) Git (software)
2 578 (13.42%) Jenkins
3 310 (7.20%) JIRA
4 244 (5.67%) TeamCity
5 228 (5.29%) Maven
6 217 (5.04%) Subversion
7 209 (4.85%) JUnit
8 149 (3.46%) gulp
9 142 (3.30%) webpack
10 133 (3.09%) Team Foundation Server
11 124 (2.88%) Selenium
12 95 (2.21%) IntelliJ
13 94 (2.18%) Grunt
14 91 (2.11%) Eclipse
14 91 (2.11%) Visual Studio
15 89 (2.07%) Cucumber
16 82 (1.90%) Gradle
17 74 (1.72%) Bitbucket
18 72 (1.67%) Vagrant
19 70 (1.63%) Octopus Deploy
General
1 920 (21.36%) Finance
2 282 (6.55%) Retail
3 278 (6.45%) Marketing
4 218 (5.06%) Games
5 210 (4.88%) Banking
6 208 (4.83%) Telecoms
7 142 (3.30%) Electronics
7 142 (3.30%) Manufacturing
8 84 (1.95%) Advertising
9 41 (0.95%) Billing
10 38 (0.88%) Law
11 37 (0.86%) Publishing
12 32 (0.74%) Investment Banking
13 31 (0.72%) Financial Institution
14 28 (0.65%) Online Betting
15 18 (0.42%) Front Office
16 15 (0.35%) Back Office
17 14 (0.33%) Automotive
18 12 (0.28%) Military
19 9 (0.21%) Legal
Job Titles
1 2668 (61.95%) Developer
2 780 (18.11%) Java Developer
3 629 (14.60%) .NET Developer
4 581 (13.49%) Senior Developer
5 362 (8.40%) Software Engineer
6 351 (8.15%) C# Developer
7 312 (7.24%) Software Developer
8 297 (6.90%) Full Stack Developer
9 283 (6.57%) JavaScript Developer
10 240 (5.57%) Architect
11 223 (5.18%) Lead Developer
12 220 (5.11%) DevOps Engineer
13 203 (4.71%) C# .NET Developer
14 198 (4.60%) Senior Java Developer
15 178 (4.13%) Node.js Developer
16 160 (3.71%) DBA
17 153 (3.55%) Python Developer
18 147 (3.41%) Java Engineer
19 142 (3.30%) Graduate
20 139 (3.23%) PHP Developer
Libraries, Frameworks & Software Standards
1 1427 (33.13%) AngularJS
2 1247 (28.95%) HTML
3 1187 (27.56%) .NET
4 1090 (25.31%) CSS
5 1045 (24.26%) Node.js
6 782 (18.16%) HTML5
7 777 (18.04%) Web Services
8 727 (16.88%) Spring
9 707 (16.42%) REST
10 669 (15.53%) ASP.NET
11 561 (13.03%) RESTful
12 535 (12.42%) React
13 493 (11.45%) ASP.NET MVC
14 472 (10.96%) Twitter Bootstrap
15 446 (10.36%) Hibernate
16 438 (10.17%) JSON
17 421 (9.77%) CSS3
18 398 (9.24%) RabbitMQ
19 373 (8.66%) .NET Framework
20 370 (8.59%) ASP.NET Web API
Miscellaneous
1 492 (11.42%) Computer Science
2 297 (6.90%) Greenfield Project
3 271 (6.29%) Fintech
4 231 (5.36%) User Experience
5 229 (5.32%) Analytical Skills
6 151 (3.51%) Mobile App
7 134 (3.11%) Enterprise Software
8 115 (2.67%) Algorithms
9 92 (2.14%) Hedge funds
10 84 (1.95%) Data Structures
11 83 (1.93%) Clustering
12 57 (1.32%) Data Centre
13 43 (1.00%) Replication
14 41 (0.95%) Internet of Things
15 36 (0.84%) N-Tier
16 35 (0.81%) Linux Command Line
16 35 (0.81%) Mobile Payment
17 34 (0.79%) Public Cloud
18 32 (0.74%) Foreign Exchange (FX)
18 32 (0.74%) Private Cloud
Operating Systems
1 1281 (29.74%) Linux
2 373 (8.66%) Windows
3 240 (5.57%) Unix
4 167 (3.88%) Apple iOS
5 150 (3.48%) Android
6 146 (3.39%) CentOS
7 106 (2.46%) Ubuntu
8 98 (2.28%) Windows Server
9 49 (1.14%) Red Hat Enterprise Linux
10 35 (0.81%) Debian
11 28 (0.65%) Solaris
12 26 (0.60%) Windows Server 2012
13 21 (0.49%) AIX
14 17 (0.39%) Windows Server 2008
15 15 (0.35%) Windows Server 2003
16 13 (0.30%) VMS
17 7 (0.16%) Mac OS X
18 6 (0.14%) CoreOS
19 5 (0.12%) FreeBSD
19 5 (0.12%) SUSE
Processes & Methodologies
1 2466 (57.26%) Agile Software Development
2 1391 (32.30%) TDD
3 1078 (25.03%) MVC
4 989 (22.96%) Scrum
5 849 (19.71%) DevOps
6 740 (17.18%) Continuous Integration
7 731 (16.97%) Software Engineering
8 705 (16.37%) Microservices
9 624 (14.49%) BDD
10 584 (13.56%) Kanban
11 560 (13.00%) OO
12 537 (12.47%) Open Source
13 405 (9.40%) Web Development
14 399 (9.26%) E-Commerce
15 364 (8.45%) Mentoring
16 353 (8.20%) Analytics
17 345 (8.01%) Business Intelligence
18 339 (7.87%) Test Automation
19 327 (7.59%) Multithreading
20 326 (7.57%) SOA
Programming Languages
1 1711 (39.73%) Java
2 1686 (39.15%) JavaScript
3 1406 (32.64%) SQL
4 1194 (27.72%) C#
5 1021 (23.71%) Python
6 472 (10.96%) PHP
7 399 (9.26%) Ruby
8 375 (8.71%) Scala
9 289 (6.71%) C++
10 286 (6.64%) Bash Shell
11 229 (5.32%) Perl
12 170 (3.95%) F#
13 162 (3.76%) T-SQL
14 158 (3.67%) PowerShell
15 146 (3.39%) Go
16 127 (2.95%) TypeScript
17 119 (2.76%) R
18 101 (2.35%) ES6
19 91 (2.11%) C
20 87 (2.02%) PL/SQL
Qualifications
1 521 (12.10%) Degree
2 191 (4.43%) Computer Science Degree
3 122 (2.83%) Security Cleared
4 54 (1.25%) SC Cleared
5 44 (1.02%) Microsoft Certification
6 43 (1.00%) Master's Degree
7 41 (0.95%) PhD
8 36 (0.84%) DV Cleared
9 18 (0.42%) CITP
10 17 (0.39%) MCSE
11 15 (0.35%) MCITP
12 14 (0.33%) MCTS
13 11 (0.26%) Numerate Degree
14 10 (0.23%) A+ Certification
14 10 (0.23%) ISEB
14 10 (0.23%) Oracle Certification
15 9 (0.21%) Postgraduate
16 8 (0.19%) MCSA
17 7 (0.16%) ISTQB
17 7 (0.16%) ITIL Certification
Quality Assurance & Compliance
1 188 (4.36%) QA
2 33 (0.77%) PCI DSS
3 32 (0.74%) Data Quality
4 17 (0.39%) GCP
5 16 (0.37%) GDPR
6 14 (0.33%) SLA
7 8 (0.19%) ISO 9001
8 4 (0.093%) ISO/IEC 20000
8 4 (0.093%) MiFID
9 2 (0.046%) ISO/IEC 27001
10 1 (0.023%) Sarbanes-Oxley
10 1 (0.023%) WCAG
System Software
1 702 (16.30%) Docker
2 97 (2.25%) VMware Infrastructure
3 53 (1.23%) Active Directory
4 43 (1.00%) VMware ESXi
5 31 (0.72%) HDFS
6 30 (0.70%) Hyper-V
6 30 (0.70%) NFS
7 28 (0.65%) Apache Flume
7 28 (0.65%) Oracle RAC
8 25 (0.58%) Varnish
9 15 (0.35%) vSphere
10 14 (0.33%) Virtual Machines
11 13 (0.30%) LXC
12 10 (0.23%) iptables
12 10 (0.23%) KVM
13 8 (0.19%) Ceph
13 8 (0.19%) etcd
14 7 (0.16%) VirtualBox
15 5 (0.12%) Xen
16 4 (0.093%) VMware Workstation
Systems Management
1 404 (9.38%) Puppet
2 374 (8.68%) Ansible
3 338 (7.85%) Opscode Chef
4 217 (5.04%) Kibana
5 199 (4.62%) Kubernetes
6 92 (2.14%) Terraform
7 87 (2.02%) logstash
8 86 (2.00%) Nagios
9 67 (1.56%) Business Desktop Deployment
9 67 (1.56%) WSUS
10 55 (1.28%) HAProxy
11 54 (1.25%) Salt
12 35 (0.81%) Grafana
12 35 (0.81%) ZABBIX
13 26 (0.60%) Docker Swarm
14 24 (0.56%) Mesos
15 19 (0.44%) Graphite
15 19 (0.44%) Oracle RMAN
16 16 (0.37%) Consul
16 16 (0.37%) StatsD
Vendors
1 717 (16.65%) Oracle
2 498 (11.56%) Microsoft
3 211 (4.90%) Google
4 182 (4.23%) SAP
5 173 (4.02%) VMware
6 133 (3.09%) IBM
7 93 (2.16%) Red Hat
8 84 (1.95%) Splunk
9 77 (1.79%) Apple
10 70 (1.63%) Cisco
11 65 (1.51%) Xamarin
12 61 (1.42%) Atlassian
12 61 (1.42%) Sybase
13 56 (1.30%) Tableau
14 54 (1.25%) Cloudera
15 53 (1.23%) TIBCO
16 51 (1.18%) New Relic
17 46 (1.07%) Cognizant
17 46 (1.07%) Rackspace
18 45 (1.04%) SaltStack