Period
to 20 February 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 20 February 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 167 141 149
Rank change year-on-year -26 +8 +39
Permanent jobs citing MongoDB 3,196 4,227 4,016
As % of all permanent IT jobs advertised in the UK 2.11% 2.39% 2.30%
As % of the Database & Business Intelligence category 7.38% 7.80% 7.66%
Number of salaries quoted 2,688 3,526 3,566
UK median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - -
10th Percentile £33,750 £32,500 £32,500
90th Percentile £90,000 £82,500 £80,000
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 43,312 54,202 52,424
As % of all permanent IT jobs advertised in the UK 28.61% 30.66% 30.00%
Number of salaries quoted 35,589 45,124 44,771
UK median annual salary £52,095 £48,500 £47,500
Median salary % change year-on-year +7.41% +2.11% +5.56%
10th Percentile £31,250 £30,000 £29,685
90th Percentile £85,000 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +3.66%

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 February 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 20 February 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 -23 3,034 £60,000 +9.09% 650
UK excluding London -7 1,731 £50,000 +11.11% 409
London -20 1,432 £70,000 +7.69% 277
North of England +9 488 £52,500 +16.67% 120
South East +16 487 £50,000 +5.26% 96
North West +35 333 £59,500 +25.26% 77
South West -14 250 £50,000 +11.11% 46
Midlands -44 199 £40,000 -11.11% 58
East of England -27 180 £50,340 -4.12% 53
Yorkshire -5 121 £49,337 +3.87% 27
West Midlands -18 104 £45,000 +13.21% 32
East Midlands -34 95 £37,500 -21.05% 26
Scotland -38 90 £42,500 -5.56% 19
North East +4 34 £45,000 +38.46% 16
Wales -20 25 £45,000 +29.50% 13
Northern Ireland -3 15 £50,000 -41.18% 4

For the 6 months to 20 February 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 1,691 (52.91%) Agile Software Development
2 1,475 (46.15%) JavaScript
3 1,376 (43.05%) Java
4 1,349 (42.21%) NoSQL
5 1,081 (33.82%) SQL
6 1,078 (33.73%) Amazon AWS
7 1,006 (31.48%) AngularJS
8 941 (29.44%) Python
9 932 (29.16%) HTML
10 883 (27.63%) CSS
11 856 (26.78%) SQL Server
12 831 (26.00%) C#
13 810 (25.34%) DevOps
14 806 (25.22%) MySQL
15 801 (25.06%) Microsoft Azure
16 794 (24.84%) Node.js
17 774 (24.22%) .NET
18 764 (23.90%) Linux
19 745 (23.31%) Git (software)
20 705 (22.06%) Microservices
21 689 (21.56%) TDD
22 667 (20.87%) Docker
23 630 (19.71%) Software Engineering
24 619 (19.37%) React
25 608 (19.02%) Scrum
26 595 (18.62%) PostgreSQL
26 595 (18.62%) MVC
27 558 (17.46%) Finance
28 555 (17.37%) Elasticsearch
29 539 (16.86%) 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
1 555 (17.37%) Elasticsearch
2 332 (10.39%) Apache Spark
3 245 (7.67%) Apache
4 118 (3.69%) Tomcat
5 104 (3.25%) CMS
6 79 (2.47%) Apache Pig
7 69 (2.16%) Confluence
7 69 (2.16%) nginx
8 66 (2.07%) JBoss
9 64 (2.00%) IIS
10 62 (1.94%) Apache Solr
11 42 (1.31%) WordPress
12 41 (1.28%) OpenStack
13 32 (1.00%) SAS
14 29 (0.91%) ExpressionEngine
14 29 (0.91%) Sitecore CMS
15 27 (0.84%) Jetty
15 27 (0.84%) WebLogic
15 27 (0.84%) WebSphere
16 25 (0.78%) Cloud Foundry
Applications
1 14 (0.44%) Weka
2 8 (0.25%) Chatbot
3 6 (0.19%) Microsoft Excel
4 5 (0.16%) Maple
4 5 (0.16%) SPSS
5 3 (0.094%) Photoshop
6 2 (0.063%) GNU Octave
6 2 (0.063%) InVision
7 1 (0.031%) Adobe Creative Suite
7 1 (0.031%) Microsoft PowerPoint
7 1 (0.031%) S-PLUS
7 1 (0.031%) Stata
Business Applications
1 18 (0.56%) Magento
2 10 (0.31%) Eloqua
3 6 (0.19%) Payment Gateway
4 5 (0.16%) Actimize
4 5 (0.16%) Oracle Procure-to-Pay
4 5 (0.16%) SAP FI-CA
4 5 (0.16%) SAP PSCD
5 1 (0.031%) Markit EDM
5 1 (0.031%) Oracle 11i
5 1 (0.031%) Oracle Applications
5 1 (0.031%) Oracle EBS
5 1 (0.031%) Oracle EBS R12
Cloud Services
1 1,078 (33.73%) Amazon AWS
2 801 (25.06%) Microsoft Azure
3 216 (6.76%) Google Cloud Platform
4 184 (5.76%) SaaS
5 181 (5.66%) GitHub
6 135 (4.22%) Amazon EC2
7 102 (3.19%) Serverless
8 100 (3.13%) Amazon S3
9 94 (2.94%) PaaS
10 89 (2.78%) Cloud Computing
11 76 (2.38%) Amazon EMR
12 70 (2.19%) AWS Lambda
13 65 (2.03%) IaaS
14 56 (1.75%) AWS CloudFormation
15 40 (1.25%) npm
16 36 (1.13%) Slack
17 33 (1.03%) OpenShift
18 31 (0.97%) Amazon ELB
19 30 (0.94%) Amazon Kinesis
19 30 (0.94%) Amazon SQS
Communications & Networking
1 126 (3.94%) Internet
2 103 (3.22%) HTTP
3 42 (1.31%) DNS
4 41 (1.28%) Firewall
5 35 (1.10%) TCP/IP
6 32 (1.00%) SSL
7 24 (0.75%) VPN
8 19 (0.59%) VLAN
9 14 (0.44%) AMQP
9 14 (0.44%) Bluetooth
9 14 (0.44%) Extranet
10 9 (0.28%) Software-Defined Networking
11 8 (0.25%) LAN
11 8 (0.25%) MQTT
11 8 (0.25%) Network Security
11 8 (0.25%) SMS
12 7 (0.22%) HTTPS
12 7 (0.22%) NetScaler
12 7 (0.22%) WAN
13 6 (0.19%) IPsec
Database & Business Intelligence
1 1,349 (42.21%) NoSQL
2 856 (26.78%) SQL Server
3 806 (25.22%) MySQL
4 595 (18.62%) PostgreSQL
5 453 (14.17%) Apache Cassandra
6 425 (13.30%) Big Data
7 386 (12.08%) Hadoop
8 339 (10.61%) Relational Database
9 326 (10.20%) Redis
10 174 (5.44%) Amazon DynamoDB
11 166 (5.19%) SQL Server 2016
12 154 (4.82%) HBase
13 146 (4.57%) Apache Hive
14 128 (4.01%) Data Warehouse
14 128 (4.01%) RavenDB
15 121 (3.79%) RDBMS
16 99 (3.10%) Amazon RDS
16 99 (3.10%) Amazon Redshift
17 95 (2.97%) SQL Server Integration Services
18 92 (2.88%) Neo4j
Development Applications
1 745 (23.31%) Git (software)
2 476 (14.89%) Jenkins
3 205 (6.41%) JIRA
4 192 (6.01%) Maven
5 191 (5.98%) Selenium
6 154 (4.82%) Cucumber
7 150 (4.69%) TeamCity
8 126 (3.94%) webpack
9 125 (3.91%) JUnit
10 118 (3.69%) Team Foundation Server
11 103 (3.22%) Subversion
12 94 (2.94%) Octopus Deploy
13 91 (2.85%) Gradle
14 89 (2.78%) Vagrant
15 87 (2.72%) Atlassian Bamboo
16 86 (2.69%) Visual Studio
17 68 (2.13%) Eclipse
18 62 (1.94%) Bitbucket
18 62 (1.94%) GitLab
19 59 (1.85%) gulp
General
1 558 (17.46%) Finance
2 210 (6.57%) Retail
3 166 (5.19%) Banking
4 118 (3.69%) Marketing
5 107 (3.35%) Games
6 97 (3.04%) Advertising
7 85 (2.66%) Telecoms
8 68 (2.13%) Manufacturing
8 68 (2.13%) Publishing
9 62 (1.94%) Law
10 57 (1.78%) Electronics
11 40 (1.25%) Military
12 26 (0.81%) Retail Banking
13 24 (0.75%) Investment Banking
14 22 (0.69%) Front Office
15 19 (0.59%) Automotive
16 12 (0.38%) Legal
17 9 (0.28%) Financial Institution
18 7 (0.22%) Back Office
18 7 (0.22%) Billing
Job Titles
1 1,822 (57.01%) Developer
2 481 (15.05%) .NET Developer
3 471 (14.74%) Java Developer
4 293 (9.17%) Senior Developer
5 266 (8.32%) Full Stack Developer
6 257 (8.04%) Software Engineer
7 226 (7.07%) Architect
8 193 (6.04%) DevOps Engineer
9 186 (5.82%) C# Developer
10 185 (5.79%) Data Engineer
11 146 (4.57%) Software Developer
12 145 (4.54%) Python Developer
13 144 (4.51%) JavaScript Developer
14 118 (3.69%) PHP Developer
15 116 (3.63%) C# .NET Developer
16 110 (3.44%) Big Data Engineer
17 105 (3.29%) DBA
18 104 (3.25%) Lead Developer
19 99 (3.10%) Java Engineer
20 96 (3.00%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,006 (31.48%) AngularJS
2 932 (29.16%) HTML
3 883 (27.63%) CSS
4 794 (24.84%) Node.js
5 774 (24.22%) .NET
6 619 (19.37%) React
7 539 (16.86%) Spring
8 510 (15.96%) RESTful
9 501 (15.68%) HTML5
10 445 (13.92%) Kafka
11 429 (13.42%) REST
12 415 (12.98%) Web Services
13 396 (12.39%) ASP.NET
14 358 (11.20%) CSS3
15 344 (10.76%) RabbitMQ
16 292 (9.14%) .NET Framework
17 286 (8.95%) ASP.NET MVC
18 280 (8.76%) Vue.js
19 264 (8.26%) Twitter Bootstrap
20 238 (7.45%) Spring Boot
Miscellaneous
1 262 (8.20%) Greenfield Project
2 232 (7.26%) Fintech
3 213 (6.66%) User Experience
4 140 (4.38%) Analytical Skills
5 136 (4.26%) Enterprise Software
6 90 (2.82%) Mobile App
7 82 (2.57%) Algorithms
8 71 (2.22%) Self-Motivation
9 69 (2.16%) Clustering
10 61 (1.91%) Cloud Native
11 52 (1.63%) Data Structures
12 51 (1.60%) Replication
13 48 (1.50%) Linux Command Line
14 39 (1.22%) Public Cloud
15 35 (1.10%) Blog
15 35 (1.10%) PKI
16 32 (1.00%) Spread Betting
17 28 (0.88%) Internet of Things
18 27 (0.84%) Security Operations Centre
19 26 (0.81%) Private Cloud
Operating Systems
1 764 (23.90%) Linux
2 236 (7.38%) Windows
3 196 (6.13%) Unix
4 106 (3.32%) Red Hat Enterprise Linux
5 85 (2.66%) CentOS
6 80 (2.50%) Windows Server
7 79 (2.47%) Android
8 55 (1.72%) Apple iOS
9 52 (1.63%) Ubuntu
10 24 (0.75%) Windows 8
11 21 (0.66%) Windows Server 2012
12 20 (0.63%) Windows 7
13 17 (0.53%) Fedora
13 17 (0.53%) SUSE
14 15 (0.47%) Windows 10
15 10 (0.31%) FreeBSD
16 9 (0.28%) DC/OS
17 8 (0.25%) Debian
18 7 (0.22%) AIX
19 5 (0.16%) VMS
Processes & Methodologies
1 1,691 (52.91%) Agile Software Development
2 810 (25.34%) DevOps
3 705 (22.06%) Microservices
4 689 (21.56%) TDD
5 630 (19.71%) Software Engineering
6 608 (19.02%) Scrum
7 595 (18.62%) MVC
8 472 (14.77%) Continuous Integration
9 393 (12.30%) Open Source
10 374 (11.70%) Test Automation
11 365 (11.42%) Analytics
12 347 (10.86%) BDD
13 337 (10.54%) Computer Science
14 302 (9.45%) Problem-Solving
15 281 (8.79%) Mentoring
16 255 (7.98%) Business Intelligence
17 230 (7.20%) Machine Learning
18 227 (7.10%) OO
19 217 (6.79%) Web Development
20 204 (6.38%) Front End Development
Programming Languages
1 1,475 (46.15%) JavaScript
2 1,376 (43.05%) Java
3 1,081 (33.82%) SQL
4 941 (29.44%) Python
5 831 (26.00%) C#
6 313 (9.79%) Scala
7 308 (9.64%) Ruby
8 291 (9.11%) PHP
9 289 (9.04%) Java 8
10 207 (6.48%) C++
11 176 (5.51%) Go
12 161 (5.04%) ES6
13 149 (4.66%) Bash Shell
14 140 (4.38%) TypeScript
15 113 (3.54%) T-SQL
16 101 (3.16%) PowerShell
17 99 (3.10%) C
18 84 (2.63%) Perl
19 65 (2.03%) Kotlin
20 64 (2.00%) PL/SQL
Qualifications
1 393 (12.30%) Degree
2 196 (6.13%) Computer Science Degree
3 116 (3.63%) Security Cleared
4 68 (2.13%) SC Cleared
5 66 (2.07%) Numerate Degree
6 53 (1.66%) DV Cleared
7 41 (1.28%) Microsoft Certification
8 30 (0.94%) CEH
9 29 (0.91%) AWS Certification
9 29 (0.91%) Cisco Certification
9 29 (0.91%) CISSP
10 28 (0.88%) (ISC)2 CCSP
10 28 (0.88%) CISM
10 28 (0.88%) SANS
10 28 (0.88%) SSCP
11 27 (0.84%) CCSP
12 16 (0.50%) MCSA
13 14 (0.44%) PhD
14 10 (0.31%) ISTQB
14 10 (0.31%) SAFe Agilist
Quality Assurance & Compliance
1 123 (3.85%) QA
2 39 (1.22%) Data Quality
3 37 (1.16%) GDPR
4 16 (0.50%) ISO/IEC 27001
5 10 (0.31%) SLA
6 4 (0.13%) PCI DSS
6 4 (0.13%) PSD2
7 3 (0.094%) PA-DSS
7 3 (0.094%) WCAG
8 2 (0.063%) Sarbanes-Oxley
8 2 (0.063%) WAI
9 1 (0.031%) COBIT
9 1 (0.031%) PMO
9 1 (0.031%) Solvency II
System Software
1 667 (20.87%) Docker
2 88 (2.75%) HDFS
3 78 (2.44%) VMware Infrastructure
4 49 (1.53%) Apache ZooKeeper
5 45 (1.41%) Apache Flume
6 33 (1.03%) Virtual Machines
7 17 (0.53%) Hyper-V
8 16 (0.50%) Oracle RAC
9 15 (0.47%) Active Directory
10 14 (0.44%) VirtualBox
11 13 (0.41%) vSphere
12 11 (0.34%) Varnish
13 10 (0.31%) VMware ESXi
14 8 (0.25%) iptables
15 4 (0.13%) Samba
15 4 (0.13%) VMware Server
15 4 (0.13%) Xen
16 2 (0.063%) Corosync
17 1 (0.031%) KVM
17 1 (0.031%) LXC
Systems Management
1 349 (10.92%) Kubernetes
2 242 (7.57%) Ansible
3 223 (6.98%) Opscode Chef
4 217 (6.79%) Puppet
5 151 (4.72%) Terraform
6 122 (3.82%) Kibana
7 74 (2.32%) Oozie
7 74 (2.32%) Prometheus
8 54 (1.69%) logstash
9 43 (1.35%) Grafana
9 43 (1.35%) Mesos
10 35 (1.10%) Packer
11 26 (0.81%) Marathon
12 25 (0.78%) HAProxy
13 24 (0.75%) Nagios
14 23 (0.72%) Salt
15 18 (0.56%) ZABBIX
16 17 (0.53%) Docker Swarm
17 16 (0.50%) Icinga
17 16 (0.50%) Rundeck
Vendors
1 458 (14.33%) Oracle
2 245 (7.67%) Microsoft
3 156 (4.88%) Google
4 93 (2.91%) VMware
5 88 (2.75%) Cloudera
6 86 (2.69%) SAP
7 83 (2.60%) Tableau
8 80 (2.50%) Red Hat
9 65 (2.03%) Facebook
10 58 (1.81%) Atlassian
11 56 (1.75%) Hortonworks
12 42 (1.31%) CA Agile Central
13 40 (1.25%) Splunk
14 34 (1.06%) Sitecore
15 31 (0.97%) IBM
16 30 (0.94%) Sybase
17 29 (0.91%) SaltStack
18 28 (0.88%) Dynatrace
18 28 (0.88%) MuleSoft
18 28 (0.88%) Salesforce.com