Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 158 158 145
Rank change year-on-year 0 -13 +44
Permanent jobs citing MongoDB 3,416 4,134 4,359
As % of all permanent IT jobs advertised in the UK 2.14% 2.30% 2.36%
As % of the Database & Business Intelligence category 7.43% 7.59% 7.92%
Number of salaries quoted 2,808 3,496 3,832
UK median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - +4.76%
10th Percentile £35,000 £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 45,998 54,445 55,069
As % of all permanent IT jobs advertised in the UK 28.80% 30.30% 29.79%
Number of salaries quoted 37,790 44,893 47,090
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £29,000
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% - +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 13 December 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 13 December 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 -2 3,224 £60,000 +9.09% 626
UK excluding London -7 1,754 £50,000 +11.11% 394
London -1 1,597 £67,500 +3.85% 274
North of England +31 551 £50,000 +5.26% 112
South East -13 461 £55,000 +10.00% 85
North West +28 367 £55,000 +15.79% 51
East of England -8 216 £57,500 +15.00% 41
Midlands -43 206 £45,000 - 61
South West -39 195 £50,000 +11.11% 53
Yorkshire +7 128 £45,000 -5.26% 43
West Midlands -31 125 £50,000 +25.00% 30
East Midlands -41 81 £40,000 -15.79% 30
Scotland -57 74 £47,500 +5.56% 21
North East +16 56 £45,000 +21.62% 18
Wales -22 44 £37,500 +10.29% 8
Northern Ireland +3 13 £35,000 -33.33% 13

For the 6 months to 13 December 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 1,813 (53.07%) Agile Software Development
2 1,598 (46.78%) JavaScript
3 1,423 (41.66%) NoSQL
4 1,411 (41.31%) Java
5 1,230 (36.01%) SQL
6 1,186 (34.72%) Amazon AWS
7 1,153 (33.75%) HTML
8 1,134 (33.20%) AngularJS
9 1,048 (30.68%) CSS
10 951 (27.84%) Python
11 935 (27.37%) C#
12 928 (27.17%) SQL Server
13 919 (26.90%) .NET
14 902 (26.41%) DevOps
15 864 (25.29%) MySQL
16 863 (25.26%) Microsoft Azure
17 851 (24.91%) Git (software)
18 844 (24.71%) Node.js
19 822 (24.06%) Linux
20 756 (22.13%) Microservices
21 740 (21.66%) TDD
22 696 (20.37%) Software Engineering
23 694 (20.32%) MVC
24 671 (19.64%) React
25 667 (19.53%) HTML5
26 663 (19.41%) RESTful
27 658 (19.26%) Docker
28 628 (18.38%) Finance
29 620 (18.15%) Scrum
30 598 (17.51%) Elasticsearch

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
1 598 (17.51%) Elasticsearch
2 325 (9.51%) Apache Spark
3 271 (7.93%) Apache
4 140 (4.10%) CMS
5 106 (3.10%) Tomcat
6 100 (2.93%) nginx
7 67 (1.96%) Apache Solr
8 66 (1.93%) EPiServer
9 61 (1.79%) IIS
10 59 (1.73%) Apache Pig
11 57 (1.67%) Confluence
12 56 (1.64%) Sitecore CMS
13 50 (1.46%) OpenStack
14 43 (1.26%) JBoss
15 37 (1.08%) Mule
16 36 (1.05%) WordPress
17 27 (0.79%) SAS
18 24 (0.70%) Cloud Foundry
18 24 (0.70%) WebLogic
19 22 (0.64%) Jetty
Applications
1 19 (0.56%) Microsoft Excel
2 11 (0.32%) Weka
3 5 (0.15%) Chatbot
3 5 (0.15%) Microsoft PowerPoint
4 4 (0.12%) GNU Octave
4 4 (0.12%) Microsoft Office
5 3 (0.088%) SPSS
6 2 (0.059%) Photoshop
7 1 (0.029%) Adobe Creative Suite
7 1 (0.029%) InVision
7 1 (0.029%) Maya
7 1 (0.029%) Microsoft Project
Business Applications
1 31 (0.91%) Eloqua
2 11 (0.32%) Magento
2 11 (0.32%) Oracle Procure-to-Pay
3 7 (0.20%) Actimize
3 7 (0.20%) Payment Gateway
4 5 (0.15%) Remedy ITSM
5 4 (0.12%) Distributed Ledger
5 4 (0.12%) R3 Corda
5 4 (0.12%) SAP FI-CA
5 4 (0.12%) SAP PSCD
6 2 (0.059%) Dynamics AX
6 2 (0.059%) Dynamics CRM
6 2 (0.059%) Dynamics NAV
6 2 (0.059%) Sentinel
7 1 (0.029%) OpenCart
7 1 (0.029%) Oracle 11i
7 1 (0.029%) Oracle Applications
7 1 (0.029%) Oracle EBS
7 1 (0.029%) Oracle EBS R12
7 1 (0.029%) osCommerce
Cloud Services
1 1,186 (34.72%) Amazon AWS
2 863 (25.26%) Microsoft Azure
3 208 (6.09%) SaaS
4 180 (5.27%) Google Cloud Platform
5 166 (4.86%) GitHub
6 130 (3.81%) Amazon EC2
7 109 (3.19%) PaaS
8 102 (2.99%) npm
9 88 (2.58%) Amazon S3
10 77 (2.25%) Cloud Computing
11 74 (2.17%) Amazon EMR
12 64 (1.87%) Serverless
13 60 (1.76%) IaaS
14 53 (1.55%) AWS CloudFormation
15 41 (1.20%) Amazon Kinesis
16 40 (1.17%) OpenShift
17 37 (1.08%) AWS Lambda
18 34 (1.00%) Slack
19 27 (0.79%) Amazon ELB
20 25 (0.73%) Route 53
Communications & Networking
1 128 (3.75%) Internet
2 100 (2.93%) HTTP
3 68 (1.99%) DNS
4 46 (1.35%) SSL
5 33 (0.97%) Firewall
6 26 (0.76%) TCP/IP
7 23 (0.67%) VPN
8 18 (0.53%) VLAN
9 16 (0.47%) AMQP
10 11 (0.32%) Network Security
11 8 (0.23%) Broadband
11 8 (0.23%) SAN
12 7 (0.20%) FTP
12 7 (0.20%) IPsec
13 6 (0.18%) DHCP
14 5 (0.15%) HTTPS
14 5 (0.15%) LAN
14 5 (0.15%) MQTT
14 5 (0.15%) NetScaler
15 4 (0.12%) Software-Defined Networking
Database & Business Intelligence
1 1,423 (41.66%) NoSQL
2 928 (27.17%) SQL Server
3 864 (25.29%) MySQL
4 580 (16.98%) PostgreSQL
5 483 (14.14%) Apache Cassandra
6 449 (13.14%) Big Data
7 363 (10.63%) Relational Database
8 348 (10.19%) Hadoop
9 324 (9.48%) Redis
10 188 (5.50%) SQL Server 2016
11 187 (5.47%) Amazon DynamoDB
12 167 (4.89%) RDBMS
13 141 (4.13%) RavenDB
14 139 (4.07%) Apache Hive
15 116 (3.40%) Data Warehouse
16 115 (3.37%) HBase
17 105 (3.07%) CouchDB
18 101 (2.96%) Amazon RDS
19 95 (2.78%) MariaDB
20 89 (2.61%) Neo4j
Development Applications
1 851 (24.91%) Git (software)
2 522 (15.28%) Jenkins
3 222 (6.50%) JIRA
3 222 (6.50%) Selenium
4 219 (6.41%) TeamCity
5 211 (6.18%) Maven
6 160 (4.68%) Team Foundation Server
7 156 (4.57%) JUnit
8 151 (4.42%) webpack
9 147 (4.30%) Octopus Deploy
10 137 (4.01%) Visual Studio
11 133 (3.89%) Cucumber
11 133 (3.89%) gulp
12 127 (3.72%) Subversion
13 126 (3.69%) Protractor
14 101 (2.96%) Vagrant
15 99 (2.90%) Mocha
16 87 (2.55%) Atlassian Bamboo
17 81 (2.37%) Eclipse
18 80 (2.34%) Gradle
General
1 628 (18.38%) Finance
2 231 (6.76%) Banking
3 184 (5.39%) Retail
4 154 (4.51%) Marketing
5 146 (4.27%) Advertising
6 136 (3.98%) Games
7 81 (2.37%) Telecoms
8 80 (2.34%) Investment Banking
9 62 (1.81%) Electronics
10 60 (1.76%) Manufacturing
11 49 (1.43%) Financial Institution
12 46 (1.35%) Publishing
13 44 (1.29%) Law
14 32 (0.94%) Retail Banking
15 28 (0.82%) Front Office
16 24 (0.70%) Military
17 19 (0.56%) Automotive
18 18 (0.53%) Pharmaceutical
19 12 (0.35%) Legal
20 10 (0.29%) Back Office
Job Titles
1 2,009 (58.81%) Developer
2 536 (15.69%) Java Developer
3 517 (15.13%) .NET Developer
4 322 (9.43%) Senior Developer
5 276 (8.08%) Full Stack Developer
6 243 (7.11%) Software Engineer
7 216 (6.32%) C# Developer
8 214 (6.26%) DevOps Engineer
9 190 (5.56%) Architect
10 166 (4.86%) Data Engineer
10 166 (4.86%) Software Developer
11 139 (4.07%) JavaScript Developer
12 138 (4.04%) Python Developer
13 135 (3.95%) C# .NET Developer
14 132 (3.86%) PHP Developer
15 118 (3.45%) Java Engineer
16 117 (3.43%) Lead Developer
17 113 (3.31%) Linux Engineer
18 109 (3.19%) DBA
19 95 (2.78%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,153 (33.75%) HTML
2 1,134 (33.20%) AngularJS
3 1,048 (30.68%) CSS
4 919 (26.90%) .NET
5 844 (24.71%) Node.js
6 671 (19.64%) React
7 667 (19.53%) HTML5
8 663 (19.41%) RESTful
9 596 (17.45%) Spring
10 491 (14.37%) REST
11 483 (14.14%) CSS3
12 469 (13.73%) ASP.NET
13 446 (13.06%) Web Services
14 387 (11.33%) Kafka
15 371 (10.86%) Twitter Bootstrap
16 360 (10.54%) RabbitMQ
17 311 (9.10%) ASP.NET MVC
18 302 (8.84%) jQuery
19 292 (8.55%) .NET Framework
20 262 (7.67%) JSON
Miscellaneous
1 261 (7.64%) User Experience
2 249 (7.29%) Greenfield Project
3 221 (6.47%) Fintech
4 191 (5.59%) Analytical Skills
5 171 (5.01%) Enterprise Software
6 131 (3.83%) Algorithms
7 104 (3.04%) Self-Motivation
8 93 (2.72%) Data Structures
9 83 (2.43%) Mobile App
10 69 (2.02%) Cloud Native
11 61 (1.79%) Linux Command Line
12 45 (1.32%) Public Cloud
13 41 (1.20%) Hedge funds
14 40 (1.17%) Spread Betting
15 39 (1.14%) Clustering
16 37 (1.08%) Cyberthreat
17 35 (1.02%) Private Cloud
18 32 (0.94%) Replication
19 26 (0.76%) Internet of Things
20 24 (0.70%) Life Science
Operating Systems
1 822 (24.06%) Linux
2 255 (7.46%) Windows
3 218 (6.38%) Unix
4 81 (2.37%) Android
5 76 (2.22%) CentOS
6 74 (2.17%) Red Hat Enterprise Linux
7 73 (2.14%) Windows Server
8 70 (2.05%) Apple iOS
9 45 (1.32%) Ubuntu
10 21 (0.61%) Windows Server 2012
11 19 (0.56%) Windows 10
11 19 (0.56%) Windows 8
12 18 (0.53%) Windows 7
13 17 (0.50%) DC/OS
14 10 (0.29%) Solaris
15 9 (0.26%) Fedora
15 9 (0.26%) SUSE
16 7 (0.20%) AIX
16 7 (0.20%) Debian
17 5 (0.15%) VMS
Processes & Methodologies
1 1,813 (53.07%) Agile Software Development
2 902 (26.41%) DevOps
3 756 (22.13%) Microservices
4 740 (21.66%) TDD
5 696 (20.37%) Software Engineering
6 694 (20.32%) MVC
7 620 (18.15%) Scrum
8 508 (14.87%) Continuous Integration
9 490 (14.34%) Problem-Solving
10 407 (11.91%) Test Automation
11 400 (11.71%) BDD
12 395 (11.56%) Computer Science
13 392 (11.48%) Open Source
14 369 (10.80%) Analytics
15 299 (8.75%) OO
16 265 (7.76%) Web Application Development
17 252 (7.38%) Machine Learning
18 246 (7.20%) Web Development
19 243 (7.11%) Mentoring
20 230 (6.73%) Data Science
Programming Languages
1 1,598 (46.78%) JavaScript
2 1,411 (41.31%) Java
3 1,230 (36.01%) SQL
4 951 (27.84%) Python
5 935 (27.37%) C#
6 341 (9.98%) Ruby
7 331 (9.69%) PHP
8 319 (9.34%) Scala
9 299 (8.75%) Java 8
10 205 (6.00%) Bash Shell
11 188 (5.50%) C++
12 176 (5.15%) ES6
13 158 (4.63%) Go
14 149 (4.36%) TypeScript
15 134 (3.92%) T-SQL
16 117 (3.43%) PowerShell
17 112 (3.28%) PL/SQL
18 97 (2.84%) Shell Script
19 81 (2.37%) C
20 79 (2.31%) Perl
Qualifications
1 511 (14.96%) Degree
2 193 (5.65%) Computer Science Degree
3 110 (3.22%) Security Cleared
4 71 (2.08%) SC Cleared
5 53 (1.55%) Numerate Degree
6 43 (1.26%) AWS Certification
6 43 (1.26%) Microsoft Certification
7 39 (1.14%) DV Cleared
8 31 (0.91%) SAFe Agilist
9 23 (0.67%) Master's Degree
9 23 (0.67%) PhD
10 21 (0.61%) Cisco Certification
11 18 (0.53%) CEH
11 18 (0.53%) ISTQB
12 17 (0.50%) (ISC)2 CCSP
12 17 (0.50%) CISM
12 17 (0.50%) CISSP
12 17 (0.50%) SANS
12 17 (0.50%) SSCP
13 16 (0.47%) CCSP
Quality Assurance & Compliance
1 121 (3.54%) QA
2 30 (0.88%) Data Quality
3 28 (0.82%) GDPR
4 16 (0.47%) ISO/IEC 27001
5 10 (0.29%) PCI DSS
6 7 (0.20%) SLA
7 6 (0.18%) PSD2
8 4 (0.12%) PA-DSS
9 3 (0.088%) COBIT
9 3 (0.088%) MiFID
9 3 (0.088%) Solvency II
9 3 (0.088%) WCAG
10 2 (0.059%) ISO 9001
10 2 (0.059%) ISO/IEC 20000
10 2 (0.059%) PMO
10 2 (0.059%) SEPA
11 1 (0.029%) HL7
System Software
1 658 (19.26%) Docker
2 82 (2.40%) HDFS
3 68 (1.99%) VMware Infrastructure
4 50 (1.46%) Apache ZooKeeper
5 34 (1.00%) Virtual Machines
6 30 (0.88%) Apache Flume
7 21 (0.61%) Oracle RAC
8 20 (0.59%) Varnish
9 18 (0.53%) Active Directory
9 18 (0.53%) vSphere
10 17 (0.50%) VirtualBox
11 12 (0.35%) Hyper-V
12 9 (0.26%) VMware ESXi
13 4 (0.12%) VMware Server
14 3 (0.088%) iptables
14 3 (0.088%) NFS
14 3 (0.088%) Samba
14 3 (0.088%) Xen
15 2 (0.059%) Virtual Servers
16 1 (0.029%) etcd
Systems Management
1 318 (9.31%) Kubernetes
2 250 (7.32%) Opscode Chef
3 241 (7.06%) Puppet
4 239 (7.00%) Ansible
5 156 (4.57%) Terraform
6 139 (4.07%) Kibana
7 70 (2.05%) Prometheus
8 54 (1.58%) Grafana
9 51 (1.49%) logstash
10 38 (1.11%) Packer
11 34 (1.00%) ZABBIX
12 31 (0.91%) Mesos
13 30 (0.88%) Nagios
14 29 (0.85%) HAProxy
14 29 (0.85%) Oozie
14 29 (0.85%) Salt
15 26 (0.76%) Cobbler
16 24 (0.70%) Rancher
17 18 (0.53%) Docker Swarm
18 15 (0.44%) Graphite
Vendors
1 466 (13.64%) Oracle
2 260 (7.61%) Microsoft
3 204 (5.97%) Google
4 88 (2.58%) Red Hat
5 82 (2.40%) VMware
6 74 (2.17%) SAP
7 69 (2.02%) Facebook
8 68 (1.99%) Tableau
9 64 (1.87%) Sybase
10 63 (1.84%) Atlassian
10 63 (1.84%) Hortonworks
11 58 (1.70%) Sitecore
12 57 (1.67%) Cloudera
13 39 (1.14%) Splunk
14 38 (1.11%) CA Agile Central
15 36 (1.05%) Salesforce.com
16 35 (1.02%) IBM
16 35 (1.02%) SaltStack
17 31 (0.91%) Marketo
18 30 (0.88%) MuleSoft