Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 198 160 158
Rank change year-on-year -38 -2 -10
Permanent jobs citing MongoDB 2,317 3,409 4,087
As % of all permanent IT jobs advertised in the UK 1.73% 2.14% 2.29%
As % of the Database & Business Intelligence category 6.45% 7.43% 7.57%
Number of salaries quoted 1,896 2,805 3,454
UK median annual salary £57,500 £60,000 £55,000
Median salary % change year-on-year -4.17% +9.09% +0.46%
10th Percentile £33,250 £35,000 £32,500
90th Percentile £90,000 £90,000 £82,500
UK excluding London median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -5.26%

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 35,901 45,855 53,990
As % of all permanent IT jobs advertised in the UK 26.84% 28.85% 30.25%
Number of salaries quoted 29,664 37,725 44,481
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,750 £31,250 £30,000
90th Percentile £87,500 £85,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

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 9 December 2019.

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 9 December 2019. 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 -34 2,154 £57,500 -4.17% 586
UK excluding London -10 1,388 £50,000 - 367
London -75 888 £75,000 +11.11% 246
South East -2 362 £50,000 -9.09% 73
North of England -41 335 £52,500 +5.00% 109
South West +44 254 £50,000 - 61
Midlands +40 230 £40,000 -15.79% 64
North West -53 210 £54,486 -0.94% 62
West Midlands +18 127 £42,500 -15.00% 41
East Midlands +40 103 £40,000 - 23
Yorkshire +7 99 £50,000 +17.65% 37
East of England -34 86 £55,000 -4.35% 36
Scotland +21 75 £47,500 - 20
North East -7 26 £51,240 +13.87% 10
Wales -18 25 £35,500 -5.33% 7
Northern Ireland +14 23 £45,000 +28.57% 1

For the 6 months to 9 December 2019, 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 1,212 (52.31%) Agile Software Development
2 1,021 (44.07%) JavaScript
3 810 (34.96%) Java
4 763 (32.93%) NoSQL
5 762 (32.89%) AWS
6 742 (32.02%) SQL
7 728 (31.42%) Node.js
8 723 (31.20%) Docker
9 631 (27.23%) Python
10 617 (26.63%) Azure
11 594 (25.64%) Microservices
12 576 (24.86%) DevOps
13 564 (24.34%) MySQL
14 556 (24.00%) Git (software)
15 544 (23.48%) Software Engineering
16 533 (23.00%) AngularJS
17 524 (22.62%) Linux
18 518 (22.36%) React
19 507 (21.88%) SQL Server
20 504 (21.75%) C#
21 489 (21.10%) TDD
22 470 (20.28%) HTML
23 466 (20.11%) .NET
24 455 (19.64%) CSS
25 441 (19.03%) Kubernetes
26 415 (17.91%) PostgreSQL
27 410 (17.70%) Scrum
28 390 (16.83%) Spring
29 312 (13.47%) Kafka
30 311 (13.42%) RESTful

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
1 245 (10.57%) Elasticsearch
2 196 (8.46%) Apache Spark
3 111 (4.79%) Confluence
4 91 (3.93%) Apache
5 79 (3.41%) JBoss
6 65 (2.81%) Tomcat
7 51 (2.20%) Apache Solr
8 39 (1.68%) nginx
9 29 (1.25%) Apache Pig
10 26 (1.12%) Cloud Foundry
10 26 (1.12%) IIS
11 22 (0.95%) OpenStack
12 20 (0.86%) CMS
13 17 (0.73%) Hyperledger
14 16 (0.69%) NServiceBus
15 15 (0.65%) Drupal
15 15 (0.65%) WordPress
16 12 (0.52%) Mule
16 12 (0.52%) Oracle SOA Suite
16 12 (0.52%) WebLogic
Applications
1 16 (0.69%) Microsoft Office
2 14 (0.60%) Microsoft Excel
3 7 (0.30%) Adobe Illustrator
3 7 (0.30%) Photoshop
4 5 (0.22%) InDesign
5 4 (0.17%) GNU Octave
6 1 (0.043%) Chatbot
6 1 (0.043%) Microsoft PowerPoint
6 1 (0.043%) Sketch
6 1 (0.043%) Spreadsheet
6 1 (0.043%) SPSS
Business Applications
1 5 (0.22%) Magento
1 5 (0.22%) OpenCart
1 5 (0.22%) Payment Gateway
2 3 (0.13%) osCommerce
2 3 (0.13%) Shopify
3 2 (0.086%) NetSuite
3 2 (0.086%) Oracle Receivables
3 2 (0.086%) Quorum
3 2 (0.086%) Raiser's Edge
4 1 (0.043%) Distributed Ledger
4 1 (0.043%) Dynamics NAV
4 1 (0.043%) FINCAD Analytics
4 1 (0.043%) Remedy ITSM
Cloud Services
1 762 (32.89%) AWS
2 617 (26.63%) Azure
3 180 (7.77%) GCP
4 172 (7.42%) Serverless
5 144 (6.21%) AWS Lambda
6 128 (5.52%) Amazon EC2
7 117 (5.05%) Amazon S3
8 116 (5.01%) SaaS
9 109 (4.70%) GitHub
10 63 (2.72%) Amazon SQS
11 50 (2.16%) PaaS
12 45 (1.94%) Power Platform
13 44 (1.90%) Amazon Kinesis
14 40 (1.73%) Cloud Computing
15 36 (1.55%) Amazon ECS
16 30 (1.29%) AWS CloudFormation
17 28 (1.21%) IaaS
18 25 (1.08%) Amazon ELB
19 23 (0.99%) Amazon EMR
20 19 (0.82%) Amazon CloudWatch
Communications & Networking
1 63 (2.72%) HTTP
2 49 (2.11%) TCP/IP
3 42 (1.81%) Firewall
4 35 (1.51%) DNS
5 32 (1.38%) Internet
6 28 (1.21%) Extranet
7 18 (0.78%) HTTPS
8 12 (0.52%) SSL
9 8 (0.35%) FTP
10 7 (0.30%) VLAN
11 6 (0.26%) SMS
11 6 (0.26%) SMTP
12 5 (0.22%) AMQP
12 5 (0.22%) DHCP
12 5 (0.22%) VPN
12 5 (0.22%) Wireshark
13 4 (0.17%) 4G
13 4 (0.17%) Cisco IOS
13 4 (0.17%) Network Security
13 4 (0.17%) OpenFlow
Database & Business Intelligence
1 763 (32.93%) NoSQL
2 564 (24.34%) MySQL
3 507 (21.88%) SQL Server
4 415 (17.91%) PostgreSQL
5 281 (12.13%) Big Data
6 223 (9.62%) Hadoop
7 211 (9.11%) Redis
7 211 (9.11%) Relational Database
8 177 (7.64%) Apache Cassandra
9 107 (4.62%) Amazon DynamoDB
10 103 (4.45%) Data Warehouse
11 83 (3.58%) Apache Hive
12 73 (3.15%) SQL Server 2016
13 70 (3.02%) RavenDB
14 68 (2.93%) Neo4j
15 64 (2.76%) Cosmos DB
16 62 (2.68%) RDBMS
17 50 (2.16%) Amazon RDS
18 45 (1.94%) Power BI
19 42 (1.81%) Azure SQL Database
Development Applications
1 556 (24.00%) Git (software)
2 289 (12.47%) Jenkins
3 170 (7.34%) JIRA
4 154 (6.65%) Selenium
5 106 (4.57%) Cucumber
6 93 (4.01%) Maven
7 68 (2.93%) JUnit
8 66 (2.85%) Bitbucket
9 54 (2.33%) TeamCity
10 49 (2.11%) webpack
11 46 (1.99%) GitLab
12 38 (1.64%) Subversion
13 36 (1.55%) Octopus Deploy
14 32 (1.38%) Atlassian Bamboo
15 30 (1.29%) Babel
16 28 (1.21%) Artifactory
16 28 (1.21%) gulp
16 28 (1.21%) Sonatype Nexus
17 27 (1.17%) Eclipse
18 26 (1.12%) Gradle
General
1 283 (12.21%) Finance
2 180 (7.77%) Retail
3 99 (4.27%) Marketing
4 91 (3.93%) Public Sector
5 80 (3.45%) Banking
6 66 (2.85%) Advertising
7 55 (2.37%) Games
8 34 (1.47%) Telecoms
9 30 (1.29%) Electronics
10 28 (1.21%) Manufacturing
11 21 (0.91%) Aerospace
12 18 (0.78%) Publishing
13 17 (0.73%) Investment Banking
14 16 (0.69%) Automotive
14 16 (0.69%) Financial Institution
15 15 (0.65%) Legal
16 11 (0.47%) Law
17 9 (0.39%) Pharmaceutical
18 8 (0.35%) Front Office
19 6 (0.26%) Billing
Job Titles
1 1,272 (54.90%) Developer
2 366 (15.80%) Software Engineer
3 289 (12.47%) Senior Developer
4 252 (10.88%) Java Developer
5 241 (10.40%) .NET Developer
6 168 (7.25%) Software Developer
7 167 (7.21%) Full Stack Developer
8 131 (5.65%) Senior Software Engineer
9 123 (5.31%) JavaScript Developer
10 118 (5.09%) C# Developer
11 112 (4.83%) PHP Developer
12 108 (4.66%) Architect
13 100 (4.32%) Python Developer
14 93 (4.01%) DevOps Engineer
14 93 (4.01%) Java Engineer
15 86 (3.71%) C# .NET Developer
15 86 (3.71%) Data Engineer
16 84 (3.63%) React Developer
17 81 (3.50%) Senior Java Developer
18 79 (3.41%) Node.js Developer
Libraries, Frameworks & Software Standards
1 728 (31.42%) Node.js
2 533 (23.00%) AngularJS
3 518 (22.36%) React
4 470 (20.28%) HTML
5 466 (20.11%) .NET
6 455 (19.64%) CSS
7 390 (16.83%) Spring
8 312 (13.47%) Kafka
9 311 (13.42%) RESTful
10 273 (11.78%) Web Services
11 262 (11.31%) REST
12 220 (9.50%) ASP.NET
13 204 (8.80%) HTML5
14 196 (8.46%) Spring Boot
15 166 (7.16%) .NET Core
16 161 (6.95%) ASP.NET MVC
17 151 (6.52%) JSON
18 146 (6.30%) Hibernate
19 137 (5.91%) Vue.js
20 124 (5.35%) RabbitMQ
Miscellaneous
1 156 (6.73%) Greenfield Project
2 133 (5.74%) Mobile App
3 131 (5.65%) Analytical Skills
4 117 (5.05%) Enterprise Software
5 97 (4.19%) User Experience
6 61 (2.63%) Algorithms
6 61 (2.63%) Cloud Native
7 44 (1.90%) Data Structures
8 43 (1.86%) Self-Motivation
9 42 (1.81%) Replication
10 39 (1.68%) Management Information System
11 34 (1.47%) Clustering
12 32 (1.38%) Public Cloud
13 31 (1.34%) Private Cloud
14 29 (1.25%) Linux Command Line
15 28 (1.21%) EPoS
16 26 (1.12%) Hedge funds
17 25 (1.08%) Cyberthreat
18 21 (0.91%) e-Learning
19 18 (0.78%) Internet of Things
Operating Systems
1 524 (22.62%) Linux
2 191 (8.24%) Unix
3 126 (5.44%) Windows
4 40 (1.73%) Android
4 40 (1.73%) CentOS
5 37 (1.60%) Apple iOS
6 32 (1.38%) Windows Server
7 30 (1.29%) Mac OS X
8 24 (1.04%) Red Hat Enterprise Linux
9 13 (0.56%) Ubuntu
10 12 (0.52%) Windows Server 2012
11 9 (0.39%) Kali Linux
12 8 (0.35%) Mac OS
13 7 (0.30%) Windows 7
14 6 (0.26%) VME
15 5 (0.22%) Oracle Linux
15 5 (0.22%) Windows 10
16 4 (0.17%) AIX
16 4 (0.17%) Solaris
17 3 (0.13%) Debian
Processes & Methodologies
1 1,212 (52.31%) Agile Software Development
2 594 (25.64%) Microservices
3 576 (24.86%) DevOps
4 544 (23.48%) Software Engineering
5 489 (21.10%) TDD
6 410 (17.70%) Scrum
7 311 (13.42%) MVC
8 272 (11.74%) Problem-Solving
9 271 (11.70%) Continuous Integration
10 250 (10.79%) Mentoring
11 247 (10.66%) Test Automation
12 220 (9.50%) Analytics
13 208 (8.98%) Open Source
14 204 (8.80%) BDD
15 168 (7.25%) Computer Science
16 160 (6.91%) Machine Learning
17 158 (6.82%) OO
18 154 (6.65%) Coaching
19 147 (6.34%) Data Science
20 142 (6.13%) SDLC
Programming Languages
1 1,021 (44.07%) JavaScript
2 810 (34.96%) Java
3 742 (32.02%) SQL
4 631 (27.23%) Python
5 504 (21.75%) C#
6 237 (10.23%) PHP
7 159 (6.86%) Scala
8 156 (6.73%) Go
9 149 (6.43%) TypeScript
10 148 (6.39%) Java 8
11 136 (5.87%) Ruby
12 127 (5.48%) C++
13 113 (4.88%) Bash Shell
14 101 (4.36%) T-SQL
15 84 (3.63%) PowerShell
16 70 (3.02%) ES6
17 63 (2.72%) C
18 51 (2.20%) Perl
19 40 (1.73%) R
20 38 (1.64%) ES7
Qualifications
1 151 (6.52%) Degree
2 133 (5.74%) Security Cleared
3 78 (3.37%) DV Cleared
4 68 (2.93%) Computer Science Degree
5 59 (2.55%) SC Cleared
6 28 (1.21%) ISTQB
7 14 (0.60%) ISTQB Foundation Certification
8 13 (0.56%) PhD
9 9 (0.39%) AWS Certification
10 8 (0.35%) Numerate Degree
11 6 (0.26%) ISEB
11 6 (0.26%) Postgraduate
12 5 (0.22%) Microsoft Certification
13 4 (0.17%) Master's Degree
14 3 (0.13%) CCNA
14 3 (0.13%) Cisco Certification
14 3 (0.13%) GIAC
14 3 (0.13%) SANS
14 3 (0.13%) TOGAF Certification
15 2 (0.086%) CISSP
Quality Assurance & Compliance
1 115 (4.96%) QA
2 44 (1.90%) Data Quality
3 18 (0.78%) GDPR
4 11 (0.47%) ISO/IEC 27001
5 3 (0.13%) PCI DSS
6 2 (0.086%) WAI
7 1 (0.043%) DICOM
7 1 (0.043%) PA-DSS
7 1 (0.043%) PSD2
7 1 (0.043%) SLA
7 1 (0.043%) WCAG
System Software
1 723 (31.20%) Docker
2 18 (0.78%) VMware Infrastructure
3 17 (0.73%) Apache ZooKeeper
3 17 (0.73%) HDFS
4 12 (0.52%) Apache Flume
5 9 (0.39%) Hyper-V
6 7 (0.30%) LXC
7 6 (0.26%) iptables
7 6 (0.26%) Virtual Machines
8 5 (0.22%) Oracle RAC
8 5 (0.22%) Varnish
8 5 (0.22%) vSphere
9 4 (0.17%) Active Directory
9 4 (0.17%) Citrix Hypervisor
9 4 (0.17%) VirtualBox
10 3 (0.13%) VMware ESXi
11 2 (0.086%) KVM
12 1 (0.043%) oVirt
12 1 (0.043%) Virtual Desktop
12 1 (0.043%) zsh
Systems Management
1 441 (19.03%) Kubernetes
2 189 (8.16%) Ansible
3 127 (5.48%) Puppet
4 119 (5.14%) Opscode Chef
5 87 (3.75%) Terraform
6 59 (2.55%) Marathon
6 59 (2.55%) Mesos
7 50 (2.16%) Kibana
7 50 (2.16%) Prometheus
8 23 (0.99%) ZABBIX
9 20 (0.86%) Grafana
10 19 (0.82%) logstash
11 17 (0.73%) Nagios
12 16 (0.69%) Oozie
13 13 (0.56%) Docker Swarm
14 11 (0.47%) Data Guard
14 11 (0.47%) Istio
14 11 (0.47%) Salt
15 9 (0.39%) Graphite
15 9 (0.39%) HAProxy
Vendors
1 281 (12.13%) Oracle
2 196 (8.46%) Microsoft
3 131 (5.65%) Google
4 55 (2.37%) Atlassian
5 41 (1.77%) Sage
6 39 (1.68%) Facebook
7 33 (1.42%) YouTube
8 31 (1.34%) Cloudera
9 30 (1.29%) Red Hat
9 30 (1.29%) SAP
10 29 (1.25%) VMware
11 26 (1.12%) Tableau
12 24 (1.04%) Hortonworks
12 24 (1.04%) IBM
12 24 (1.04%) Splunk
13 23 (0.99%) Databricks
14 19 (0.82%) Percona
15 17 (0.73%) Talend
16 14 (0.60%) Cisco
16 14 (0.60%) Informatica