Period
to 19 October 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 19 October 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 146 152 158
Rank change year-on-year +6 +6 +41
Permanent jobs citing MongoDB 3,719 4,169 4,240
As % of all permanent IT jobs advertised in the UK 2.26% 2.38% 2.22%
As % of the Database & Business Intelligence category 7.66% 7.83% 7.48%
Number of salaries quoted 2,912 3,505 3,687
UK median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £90,000 £81,250 £81,250
UK excluding London median annual salary £50,000 £46,750 £47,500
% change year-on-year +6.95% -1.58% +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 48,569 53,262 56,691
As % of all permanent IT jobs advertised in the UK 29.48% 30.47% 29.63%
Number of salaries quoted 39,616 43,761 48,253
UK median annual salary £50,000 £48,000 £47,500
Median salary % change year-on-year +4.17% +1.05% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £76,250
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +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 19 October 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 19 October 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 -4 3,489 £57,500 +4.55% 593
UK excluding London -7 1,875 £50,000 +6.95% 373
London -3 1,756 £65,000 - 275
North of England +44 580 £47,500 - 126
South East -32 480 £52,500 - 64
North West +57 390 £51,250 +2.50% 62
East of England +36 244 £55,000 +10.00% 29
Midlands -66 218 £48,000 +6.67% 69
South West -25 215 £50,000 +17.65% 30
West Midlands -32 140 £50,000 +17.65% 40
Yorkshire +12 135 £45,000 -5.26% 40
Scotland -43 92 £43,000 +7.50% 33
East Midlands -61 78 £42,500 -5.56% 29
North East +19 55 £45,000 +12.50% 24
Wales -13 47 £37,500 +7.14% 18
Northern Ireland +9 6 £35,000 -12.50% 4

For the 6 months to 19 October 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 2,028 (54.53%) Agile Software Development
2 1,751 (47.08%) JavaScript
3 1,530 (41.14%) Java
4 1,497 (40.25%) NoSQL
5 1,344 (36.14%) SQL
6 1,299 (34.93%) AngularJS
7 1,256 (33.77%) HTML
8 1,231 (33.10%) Amazon AWS
9 1,116 (30.01%) CSS
10 1,071 (28.80%) C#
10 1,071 (28.80%) .NET
11 1,025 (27.56%) SQL Server
12 984 (26.46%) Python
13 959 (25.79%) Git (software)
14 944 (25.38%) Microsoft Azure
15 904 (24.31%) MySQL
16 900 (24.20%) DevOps
17 882 (23.72%) Linux
18 881 (23.69%) TDD
19 846 (22.75%) MVC
20 816 (21.94%) Microservices
21 814 (21.89%) Node.js
22 799 (21.48%) Software Engineering
23 797 (21.43%) RESTful
24 778 (20.92%) HTML5
25 753 (20.25%) Finance
26 741 (19.92%) React
27 714 (19.20%) Scrum
28 713 (19.17%) Docker
29 712 (19.14%) Spring

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
1 649 (17.45%) Elasticsearch
2 320 (8.60%) Apache Spark
3 255 (6.86%) Apache
4 177 (4.76%) CMS
5 131 (3.52%) Tomcat
6 105 (2.82%) nginx
7 99 (2.66%) EPiServer
8 78 (2.10%) Apache Solr
8 78 (2.10%) Confluence
9 71 (1.91%) JBoss
10 63 (1.69%) Sitecore CMS
11 52 (1.40%) Apache Pig
11 52 (1.40%) OpenStack
12 45 (1.21%) IIS
13 44 (1.18%) WebLogic
14 42 (1.13%) Mule
15 36 (0.97%) WebSphere
16 34 (0.91%) Jetty
16 34 (0.91%) Oracle SOA Suite
17 27 (0.73%) Cloud Foundry
Applications
1 27 (0.73%) Microsoft Excel
2 9 (0.24%) GNU Octave
3 6 (0.16%) Chatbot
3 6 (0.16%) Microsoft Office
3 6 (0.16%) Microsoft PowerPoint
4 5 (0.13%) Weka
5 2 (0.054%) MS Visio
6 1 (0.027%) Maya
6 1 (0.027%) Microsoft Project
6 1 (0.027%) Mingle
6 1 (0.027%) Photoshop
6 1 (0.027%) SPSS
6 1 (0.027%) Stata
Business Applications
1 44 (1.18%) Eloqua
2 13 (0.35%) Magento
3 11 (0.30%) Documaker
3 11 (0.30%) Oracle Procure-to-Pay
4 7 (0.19%) Actimize
4 7 (0.19%) R3 Corda
5 6 (0.16%) Payment Gateway
5 6 (0.16%) Sentinel
6 5 (0.13%) Distributed Ledger
6 5 (0.13%) Remedy ITSM
7 3 (0.081%) Dynamics AX
7 3 (0.081%) Dynamics CRM
7 3 (0.081%) Dynamics NAV
8 2 (0.054%) SAP FI-CA
8 2 (0.054%) SAP PSCD
9 1 (0.027%) OpenCart
9 1 (0.027%) Oracle Cash Management
9 1 (0.027%) osCommerce
9 1 (0.027%) Ripple
Cloud Services
1 1,231 (33.10%) Amazon AWS
2 944 (25.38%) Microsoft Azure
3 209 (5.62%) SaaS
4 179 (4.81%) Google Cloud Platform
5 176 (4.73%) GitHub
6 146 (3.93%) npm
7 112 (3.01%) PaaS
8 106 (2.85%) Amazon EC2
9 86 (2.31%) Amazon S3
10 70 (1.88%) Cloud Computing
11 69 (1.86%) Serverless
12 62 (1.67%) IaaS
13 52 (1.40%) Amazon EMR
14 48 (1.29%) AWS CloudFormation
15 39 (1.05%) Amazon Kinesis
16 37 (0.99%) OpenShift
17 35 (0.94%) AWS Lambda
18 26 (0.70%) Route 53
19 25 (0.67%) NuGet
20 24 (0.65%) Amazon ELB
Communications & Networking
1 101 (2.72%) Internet
2 98 (2.64%) HTTP
3 79 (2.12%) DNS
4 50 (1.34%) SSL
5 43 (1.16%) TCP/IP
6 36 (0.97%) Firewall
7 21 (0.56%) AMQP
7 21 (0.56%) VPN
8 19 (0.51%) VLAN
9 18 (0.48%) FTP
10 17 (0.46%) DHCP
10 17 (0.46%) IPsec
11 15 (0.40%) SNMP
12 14 (0.38%) Cisco Nexus
12 14 (0.38%) SSH
13 13 (0.35%) HTTPS
13 13 (0.35%) SMTP
14 11 (0.30%) LAN
14 11 (0.30%) SAN
14 11 (0.30%) WAN
Database & Business Intelligence
1 1,497 (40.25%) NoSQL
2 1,025 (27.56%) SQL Server
3 904 (24.31%) MySQL
4 545 (14.65%) PostgreSQL
5 520 (13.98%) Apache Cassandra
6 489 (13.15%) Big Data
7 405 (10.89%) Relational Database
8 352 (9.46%) Hadoop
9 337 (9.06%) Redis
10 255 (6.86%) SQL Server 2016
11 191 (5.14%) Amazon DynamoDB
12 189 (5.08%) RDBMS
13 187 (5.03%) RavenDB
14 134 (3.60%) Apache Hive
15 129 (3.47%) CouchDB
16 121 (3.25%) DB2
17 101 (2.72%) MariaDB
18 100 (2.69%) Data Warehouse
19 99 (2.66%) HBase
20 98 (2.64%) Neo4j
Development Applications
1 959 (25.79%) Git (software)
2 539 (14.49%) Jenkins
3 263 (7.07%) TeamCity
4 258 (6.94%) Maven
5 255 (6.86%) Selenium
6 247 (6.64%) JIRA
7 198 (5.32%) JUnit
8 180 (4.84%) Team Foundation Server
9 163 (4.38%) Octopus Deploy
10 162 (4.36%) gulp
11 158 (4.25%) Subversion
12 156 (4.19%) Visual Studio
13 155 (4.17%) Protractor
13 155 (4.17%) webpack
14 141 (3.79%) Cucumber
15 137 (3.68%) Mocha
16 111 (2.98%) Vagrant
17 102 (2.74%) Bower
18 95 (2.55%) Karma Test Runner
19 93 (2.50%) Gradle
General
1 753 (20.25%) Finance
2 337 (9.06%) Banking
3 207 (5.57%) Retail
4 184 (4.95%) Investment Banking
5 177 (4.76%) Advertising
6 175 (4.71%) Marketing
7 163 (4.38%) Games
8 157 (4.22%) Financial Institution
9 83 (2.23%) Telecoms
10 71 (1.91%) Electronics
11 59 (1.59%) Manufacturing
12 51 (1.37%) Front Office
13 38 (1.02%) Law
14 34 (0.91%) Retail Banking
15 30 (0.81%) Publishing
16 20 (0.54%) Military
17 19 (0.51%) Automotive
18 17 (0.46%) Pharmaceutical
19 12 (0.32%) Back Office
20 11 (0.30%) Legal
Job Titles
1 2,241 (60.26%) Developer
2 619 (16.64%) Java Developer
3 592 (15.92%) .NET Developer
4 382 (10.27%) Senior Developer
5 291 (7.82%) Full Stack Developer
6 286 (7.69%) Software Engineer
7 253 (6.80%) C# Developer
8 223 (6.00%) DevOps Engineer
9 198 (5.32%) Software Developer
10 181 (4.87%) Architect
11 170 (4.57%) JavaScript Developer
12 160 (4.30%) PHP Developer
13 150 (4.03%) Python Developer
14 146 (3.93%) C# .NET Developer
15 125 (3.36%) Data Engineer
15 125 (3.36%) Java Engineer
15 125 (3.36%) Lead Developer
16 122 (3.28%) Senior Java Developer
17 112 (3.01%) DBA
18 104 (2.80%) Linux Engineer
Libraries, Frameworks & Software Standards
1 1,299 (34.93%) AngularJS
2 1,256 (33.77%) HTML
3 1,116 (30.01%) CSS
4 1,071 (28.80%) .NET
5 814 (21.89%) Node.js
6 797 (21.43%) RESTful
7 778 (20.92%) HTML5
8 741 (19.92%) React
9 712 (19.14%) Spring
10 588 (15.81%) ASP.NET
11 576 (15.49%) CSS3
12 545 (14.65%) REST
13 469 (12.61%) Web Services
14 463 (12.45%) Twitter Bootstrap
15 427 (11.48%) ASP.NET MVC
16 385 (10.35%) Kafka
17 376 (10.11%) RabbitMQ
18 365 (9.81%) jQuery
19 318 (8.55%) .NET Framework
20 289 (7.77%) ASP.NET Web API
Miscellaneous
1 420 (11.29%) Computer Science
2 297 (7.99%) Analytical Skills
3 260 (6.99%) Greenfield Project
4 253 (6.80%) User Experience
5 229 (6.16%) Fintech
6 189 (5.08%) Enterprise Software
7 168 (4.52%) Algorithms
8 137 (3.68%) Cyberthreat
9 132 (3.55%) Data Structures
10 123 (3.31%) Self-Motivation
11 93 (2.50%) Mobile App
12 69 (1.86%) Cloud Native
13 64 (1.72%) Linux Command Line
14 59 (1.59%) Fixed Income
15 56 (1.51%) Public Cloud
16 53 (1.43%) Hedge funds
17 43 (1.16%) Management Information System
18 41 (1.10%) Private Cloud
19 40 (1.08%) Replication
20 35 (0.94%) Clustering
Operating Systems
1 882 (23.72%) Linux
2 256 (6.88%) Windows
3 240 (6.45%) Unix
4 86 (2.31%) Android
5 83 (2.23%) CentOS
6 75 (2.02%) Red Hat Enterprise Linux
7 68 (1.83%) Apple iOS
8 66 (1.77%) Windows Server
9 37 (0.99%) Ubuntu
10 26 (0.70%) Windows Server 2012
11 21 (0.56%) Solaris
12 18 (0.48%) DC/OS
13 14 (0.38%) Windows Server 2008
14 13 (0.35%) Debian
15 9 (0.24%) Windows 10
16 8 (0.22%) AIX
17 7 (0.19%) Windows 7
18 5 (0.13%) VMS
18 5 (0.13%) Windows 8
19 3 (0.081%) Mac OS X
Processes & Methodologies
1 2,028 (54.53%) Agile Software Development
2 900 (24.20%) DevOps
3 881 (23.69%) TDD
4 846 (22.75%) MVC
5 816 (21.94%) Microservices
6 799 (21.48%) Software Engineering
7 714 (19.20%) Scrum
8 635 (17.07%) Problem-Solving
9 512 (13.77%) Continuous Integration
10 484 (13.01%) BDD
11 435 (11.70%) Test Automation
12 423 (11.37%) Open Source
13 413 (11.11%) Analytics
14 395 (10.62%) OO
15 385 (10.35%) Web Application Development
16 281 (7.56%) Data Science
17 280 (7.53%) Machine Learning
18 275 (7.39%) Mentoring
19 259 (6.96%) Web Development
20 247 (6.64%) SDLC
Programming Languages
1 1,751 (47.08%) JavaScript
2 1,530 (41.14%) Java
3 1,344 (36.14%) SQL
4 1,071 (28.80%) C#
5 984 (26.46%) Python
6 389 (10.46%) PHP
7 357 (9.60%) Java 8
8 347 (9.33%) Ruby
9 293 (7.88%) Scala
10 246 (6.61%) Bash Shell
11 196 (5.27%) C++
12 179 (4.81%) ES6
13 156 (4.19%) T-SQL
14 153 (4.11%) TypeScript
15 137 (3.68%) Go
16 129 (3.47%) PowerShell
17 125 (3.36%) PL/SQL
18 123 (3.31%) Shell Script
19 105 (2.82%) F#
20 103 (2.77%) Perl
Qualifications
1 587 (15.78%) Degree
2 166 (4.46%) Computer Science Degree
3 119 (3.20%) Security Cleared
4 65 (1.75%) SC Cleared
5 46 (1.24%) DV Cleared
6 44 (1.18%) Microsoft Certification
6 44 (1.18%) SAFe Agilist
7 43 (1.16%) AWS Certification
8 35 (0.94%) Master's Degree
9 34 (0.91%) PhD
10 31 (0.83%) Numerate Degree
11 16 (0.43%) ISTQB
12 9 (0.24%) MCSE
13 8 (0.22%) ITIL Foundation Certificate
13 8 (0.22%) RHCE
14 6 (0.16%) RHCA
15 5 (0.13%) BPSS Clearance
15 5 (0.13%) PMI Certification
16 4 (0.11%) MCITP
16 4 (0.11%) RHCSA
Quality Assurance & Compliance
1 124 (3.33%) QA
2 23 (0.62%) Data Quality
2 23 (0.62%) GDPR
3 16 (0.43%) ISO/IEC 27001
4 14 (0.38%) PCI DSS
5 7 (0.19%) MiFID
5 7 (0.19%) SLA
6 6 (0.16%) PSD2
7 4 (0.11%) PMO
8 3 (0.081%) COBIT
8 3 (0.081%) Solvency II
9 2 (0.054%) ISO 9001
9 2 (0.054%) ISO/IEC 20000
9 2 (0.054%) PA-DSS
9 2 (0.054%) SEPA
9 2 (0.054%) WCAG
10 1 (0.027%) HIPAA
10 1 (0.027%) HL7
System Software
1 713 (19.17%) Docker
2 87 (2.34%) VMware Infrastructure
3 69 (1.86%) HDFS
4 45 (1.21%) Apache ZooKeeper
5 35 (0.94%) VirtualBox
6 33 (0.89%) Virtual Machines
7 29 (0.78%) Apache Flume
8 22 (0.59%) Active Directory
9 21 (0.56%) Varnish
10 19 (0.51%) vSphere
11 15 (0.40%) Oracle RAC
12 13 (0.35%) Hyper-V
13 11 (0.30%) Samba
14 5 (0.13%) VMware ESXi
15 4 (0.11%) KVM
15 4 (0.11%) VMware Server
16 3 (0.081%) iptables
16 3 (0.081%) LXC
16 3 (0.081%) QEMU
16 3 (0.081%) Xen
Systems Management
1 311 (8.36%) Kubernetes
2 281 (7.56%) Puppet
3 279 (7.50%) Opscode Chef
4 263 (7.07%) Ansible
5 163 (4.38%) Terraform
6 159 (4.28%) Kibana
7 61 (1.64%) Prometheus
8 48 (1.29%) logstash
9 47 (1.26%) Nagios
10 46 (1.24%) Grafana
10 46 (1.24%) Rancher
11 39 (1.05%) Packer
11 39 (1.05%) ZABBIX
12 38 (1.02%) Mesos
13 35 (0.94%) Salt
14 34 (0.91%) Cobbler
15 27 (0.73%) HAProxy
16 21 (0.56%) Docker Swarm
17 20 (0.54%) Graphite
18 14 (0.38%) Oozie
Vendors
1 459 (12.34%) Oracle
2 279 (7.50%) Google
2 279 (7.50%) Microsoft
3 121 (3.25%) Sybase
4 108 (2.90%) VMware
5 96 (2.58%) Red Hat
6 74 (1.99%) Facebook
7 71 (1.91%) SAP
8 65 (1.75%) Sitecore
9 61 (1.64%) Atlassian
10 57 (1.53%) IBM
10 57 (1.53%) Splunk
11 55 (1.48%) Hortonworks
11 55 (1.48%) New Relic
12 44 (1.18%) Cloudera
12 44 (1.18%) Marketo
12 44 (1.18%) Tableau
13 41 (1.10%) SaltStack
14 38 (1.02%) Zend
15 37 (0.99%) Alias