Period
to 18 February 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 18 February 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 137 145 185
Rank change year-on-year +8 +40 +52
Permanent jobs citing MongoDB 4,165 4,012 3,937
As % of all permanent IT jobs advertised in the UK 2.39% 2.30% 1.87%
As % of the Database & Business Intelligence category 7.80% 7.66% 5.89%
Number of salaries quoted 3,470 3,558 3,379
UK median annual salary £55,000 £55,000 £55,000
10th Percentile £32,500 £32,500 £32,500
90th Percentile £82,500 £79,125 £82,600
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 53,369 52,342 66,889
As % of all permanent IT jobs advertised in the UK 30.63% 29.97% 31.75%
Number of salaries quoted 44,435 44,688 56,481
UK median annual salary £48,500 £47,500 £45,000
Median salary % change year-on-year +2.11% +5.56% -
10th Percentile £30,000 £29,500 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,000
% 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 18 February 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 18 February 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 +5 3,886 £55,000 - 567
UK excluding London +17 2,289 £45,000 -5.26% 312
London -19 1,806 £65,000 +4.00% 276
North of England +43 568 £45,000 -4.26% 85
South East +37 537 £47,500 -6.40% 76
North West +7 334 £47,500 - 57
Midlands -4 334 £45,000 +5.88% 61
East of England +73 327 £52,500 +5.00% 34
South West -31 309 £45,000 - 35
Yorkshire +62 187 £47,500 - 25
East Midlands +14 167 £47,500 +5.56% 33
West Midlands -12 167 £40,000 -5.88% 27
Scotland +15 150 £45,000 +12.50% 13
Wales -28 61 £35,000 -20.00% 6
North East -19 47 £32,500 -27.78% 3
Northern Ireland -21 3 £85,000 +150.00% 2

For the 6 months to 18 February 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 2,324 (55.80%) Agile Software Development
2 1,726 (41.44%) JavaScript
3 1,590 (38.18%) NoSQL
4 1,522 (36.54%) Java
5 1,386 (33.28%) AngularJS
6 1,294 (31.07%) SQL
7 1,274 (30.59%) Amazon AWS
8 1,238 (29.72%) HTML
9 1,216 (29.20%) C#
10 1,211 (29.08%) Node.js
11 1,206 (28.96%) .NET
12 1,143 (27.44%) TDD
13 1,093 (26.24%) CSS
14 1,087 (26.10%) Linux
15 1,078 (25.88%) Microsoft Azure
16 1,073 (25.76%) Python
17 1,040 (24.97%) SQL Server
18 982 (23.58%) MVC
19 955 (22.93%) MySQL
20 950 (22.81%) Software Engineering
21 935 (22.45%) Scrum
22 924 (22.18%) Finance
23 919 (22.06%) Docker
24 883 (21.20%) DevOps
25 854 (20.50%) Git (software)
26 788 (18.92%) Elasticsearch
27 778 (18.68%) HTML5
28 704 (16.90%) ASP.NET
29 673 (16.16%) Microservices
30 672 (16.13%) Degree

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
1 788 (18.92%) Elasticsearch
2 425 (10.20%) Apache Spark
3 274 (6.58%) Apache
4 230 (5.52%) Tomcat
5 154 (3.70%) JBoss
6 143 (3.43%) Apache Solr
7 131 (3.15%) OpenStack
8 110 (2.64%) Apache Pig
9 106 (2.55%) nginx
10 96 (2.30%) CMS
10 96 (2.30%) Confluence
11 93 (2.23%) IIS
12 76 (1.82%) Jetty
13 72 (1.73%) SAS
13 72 (1.73%) WebLogic
14 56 (1.34%) Oracle SOA Suite
15 46 (1.10%) Mule
15 46 (1.10%) WebSphere
16 35 (0.84%) Mule ESB
17 34 (0.82%) EPiServer
Applications
1 28 (0.67%) Microsoft Excel
2 25 (0.60%) Photoshop
3 15 (0.36%) Adobe Illustrator
3 15 (0.36%) SPSS
4 13 (0.31%) Weka
5 11 (0.26%) Acrobat
6 7 (0.17%) GNU Octave
6 7 (0.17%) Microsoft Office
7 4 (0.096%) CPLEX
7 4 (0.096%) Microsoft PowerPoint
7 4 (0.096%) Stata
8 3 (0.072%) HipChat
9 1 (0.024%) Mathematica
9 1 (0.024%) Maya
9 1 (0.024%) MS Visio
Business Applications
1 20 (0.48%) Dynamics CRM
2 16 (0.38%) Eloqua
3 10 (0.24%) Magento
4 7 (0.17%) Payment Gateway
5 5 (0.12%) NetSuite
5 5 (0.12%) Workday HCM
6 4 (0.096%) BusinessWorks
6 4 (0.096%) Unit4 Business World
7 2 (0.048%) Dynamics NAV
7 2 (0.048%) ION MarketView
7 2 (0.048%) Shopify
7 2 (0.048%) Staffware
8 1 (0.024%) Distributed Ledger
8 1 (0.024%) Oracle Applications
8 1 (0.024%) R3 Corda
8 1 (0.024%) SAP Hybris
Cloud Services
1 1,274 (30.59%) Amazon AWS
2 1,078 (25.88%) Microsoft Azure
3 220 (5.28%) SaaS
4 168 (4.03%) Google Cloud Platform
5 160 (3.84%) GitHub
6 118 (2.83%) PaaS
7 112 (2.69%) Amazon EC2
8 111 (2.67%) npm
9 105 (2.52%) Cloud Computing
10 94 (2.26%) Amazon S3
11 72 (1.73%) Serverless
12 60 (1.44%) IaaS
13 54 (1.30%) AWS CloudFormation
14 37 (0.89%) Amazon Kinesis
15 36 (0.86%) AWS Lambda
16 29 (0.70%) CloudFront
17 28 (0.67%) Slack
18 27 (0.65%) AWS Elastic Beanstalk
19 26 (0.62%) Trello
20 23 (0.55%) Virtual Private Cloud
Communications & Networking
1 113 (2.71%) HTTP
2 87 (2.09%) Internet
3 63 (1.51%) TCP/IP
4 50 (1.20%) Firewall
5 46 (1.10%) DNS
6 40 (0.96%) SSL
7 39 (0.94%) AMQP
8 33 (0.79%) SMS
9 24 (0.58%) VPN
10 19 (0.46%) SAN
11 15 (0.36%) SMPP
12 13 (0.31%) Network Security
13 11 (0.26%) VLAN
14 8 (0.19%) IPsec
14 8 (0.19%) SMTP
15 7 (0.17%) Skype
16 6 (0.14%) HTTPS
16 6 (0.14%) Kerberos
16 6 (0.14%) LAN
17 5 (0.12%) DHCP
Database & Business Intelligence
1 1,590 (38.18%) NoSQL
2 1,040 (24.97%) SQL Server
3 955 (22.93%) MySQL
4 606 (14.55%) Apache Cassandra
5 545 (13.09%) Big Data
5 545 (13.09%) Hadoop
6 497 (11.93%) PostgreSQL
7 385 (9.24%) Redis
8 366 (8.79%) Relational Database
9 305 (7.32%) SQL Server 2016
10 249 (5.98%) RavenDB
11 217 (5.21%) Amazon DynamoDB
12 201 (4.83%) HBase
13 185 (4.44%) Neo4j
14 177 (4.25%) Apache Hive
15 155 (3.72%) Couchbase
16 149 (3.58%) RDBMS
17 127 (3.05%) MariaDB
17 127 (3.05%) SQL Server 2014
18 78 (1.87%) CouchDB
Development Applications
1 854 (20.50%) Git (software)
2 567 (13.61%) Jenkins
3 326 (7.83%) TeamCity
4 230 (5.52%) JIRA
5 201 (4.83%) Subversion
6 187 (4.49%) Maven
7 175 (4.20%) Selenium
8 146 (3.51%) Vagrant
9 142 (3.41%) JUnit
10 129 (3.10%) gulp
11 117 (2.81%) Octopus Deploy
12 114 (2.74%) Cucumber
13 103 (2.47%) webpack
14 101 (2.42%) Atlassian Bamboo
15 99 (2.38%) Team Foundation Server
16 81 (1.94%) Gradle
17 77 (1.85%) Grunt
18 70 (1.68%) Eclipse
19 66 (1.58%) Mocha
20 62 (1.49%) Visual Studio
General
1 924 (22.18%) Finance
2 264 (6.34%) Banking
3 215 (5.16%) Retail
4 200 (4.80%) Marketing
5 190 (4.56%) Games
6 110 (2.64%) Advertising
7 106 (2.55%) Telecoms
8 73 (1.75%) Manufacturing
9 59 (1.42%) Investment Banking
10 45 (1.08%) Law
11 44 (1.06%) Electronics
12 42 (1.01%) Billing
13 34 (0.82%) Retail Banking
14 28 (0.67%) Automotive
15 27 (0.65%) Financial Institution
15 27 (0.65%) Publishing
16 26 (0.62%) Back Office
16 26 (0.62%) Legal
17 16 (0.38%) Front Office
18 12 (0.29%) Online Betting
Job Titles
1 2,472 (59.35%) Developer
2 713 (17.12%) .NET Developer
3 629 (15.10%) Java Developer
4 458 (11.00%) Senior Developer
5 398 (9.56%) Software Engineer
6 288 (6.91%) Full Stack Developer
7 254 (6.10%) DevOps Engineer
8 248 (5.95%) C# Developer
9 235 (5.64%) JavaScript Developer
10 225 (5.40%) PHP Developer
11 212 (5.09%) Software Developer
12 208 (4.99%) Architect
13 176 (4.23%) Junior
14 173 (4.15%) C# .NET Developer
15 159 (3.82%) Java Engineer
16 149 (3.58%) Lead Developer
17 146 (3.51%) Node.js Developer
18 143 (3.43%) Data Engineer
19 141 (3.39%) Python Developer
20 138 (3.31%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 1,386 (33.28%) AngularJS
2 1,238 (29.72%) HTML
3 1,211 (29.08%) Node.js
4 1,206 (28.96%) .NET
5 1,093 (26.24%) CSS
6 778 (18.68%) HTML5
7 704 (16.90%) ASP.NET
8 645 (15.49%) RESTful
9 637 (15.29%) React
10 589 (14.14%) ASP.NET MVC
11 587 (14.09%) REST
12 581 (13.95%) Spring
13 580 (13.93%) Twitter Bootstrap
14 547 (13.13%) Web Services
15 474 (11.38%) CSS3
16 458 (11.00%) RabbitMQ
17 373 (8.96%) jQuery
18 339 (8.14%) ASP.NET MVC 5
18 339 (8.14%) ASP.NET Web API
19 336 (8.07%) Kafka
Miscellaneous
1 559 (13.42%) Computer Science
2 339 (8.14%) Fintech
3 310 (7.44%) Analytical Skills
4 248 (5.95%) User Experience
5 222 (5.33%) Greenfield Project
6 167 (4.01%) Algorithms
7 100 (2.40%) Mobile App
8 88 (2.11%) Data Centre
9 86 (2.06%) Clustering
10 85 (2.04%) Enterprise Software
11 78 (1.87%) Data Structures
11 78 (1.87%) Linux Command Line
12 53 (1.27%) Public Cloud
13 42 (1.01%) Replication
14 40 (0.96%) Cloud Native
14 40 (0.96%) Internet of Things
15 38 (0.91%) Social Media
16 35 (0.84%) Hedge funds
16 35 (0.84%) Management Information System
17 32 (0.77%) Cyberthreat
Operating Systems
1 1,087 (26.10%) Linux
2 295 (7.08%) Windows
3 222 (5.33%) Unix
4 127 (3.05%) Apple iOS
5 119 (2.86%) Android
6 113 (2.71%) CentOS
7 91 (2.18%) Ubuntu
8 75 (1.80%) Windows Server
9 59 (1.42%) Debian
10 53 (1.27%) Red Hat Enterprise Linux
11 20 (0.48%) Windows Server 2012
12 12 (0.29%) Windows 7
13 11 (0.26%) CoreOS
13 11 (0.26%) Mac OS X
14 8 (0.19%) AIX
14 8 (0.19%) Solaris
14 8 (0.19%) Windows 10
15 7 (0.17%) DC/OS
15 7 (0.17%) Mac OS
16 6 (0.14%) SUSE
Processes & Methodologies
1 2,324 (55.80%) Agile Software Development
2 1,143 (27.44%) TDD
3 982 (23.58%) MVC
4 950 (22.81%) Software Engineering
5 935 (22.45%) Scrum
6 883 (21.20%) DevOps
7 673 (16.16%) Microservices
8 645 (15.49%) Continuous Integration
9 578 (13.88%) BDD
10 503 (12.08%) OO
11 446 (10.71%) Analytics
12 439 (10.54%) Open Source
13 435 (10.44%) Web Application Development
14 395 (9.48%) Kanban
15 366 (8.79%) Machine Learning
16 358 (8.60%) Test Automation
17 323 (7.76%) Web Development
18 309 (7.42%) Multithreading
19 299 (7.18%) Data Science
20 284 (6.82%) E-Commerce
Programming Languages
1 1,726 (41.44%) JavaScript
2 1,522 (36.54%) Java
3 1,294 (31.07%) SQL
4 1,216 (29.20%) C#
5 1,073 (25.76%) Python
6 549 (13.18%) PHP
7 528 (12.68%) Ruby
8 390 (9.36%) Scala
9 258 (6.19%) C++
10 222 (5.33%) Bash Shell
11 220 (5.28%) Go
12 190 (4.56%) F#
13 172 (4.13%) Perl
14 160 (3.84%) PowerShell
15 159 (3.82%) R
16 156 (3.75%) TypeScript
17 150 (3.60%) ES6
18 120 (2.88%) T-SQL
19 95 (2.28%) C
20 75 (1.80%) Shell Script
Qualifications
1 672 (16.13%) Degree
2 263 (6.31%) Computer Science Degree
3 104 (2.50%) Security Cleared
4 45 (1.08%) Master's Degree
5 40 (0.96%) PhD
6 36 (0.86%) Numerate Degree
7 34 (0.82%) DV Cleared
8 21 (0.50%) SC Cleared
9 16 (0.38%) Microsoft Certification
10 15 (0.36%) AWS Certification
11 9 (0.22%) MCSE
12 5 (0.12%) CISSP
13 4 (0.096%) CESG Certified Professional
13 4 (0.096%) MCITP
14 3 (0.072%) Cisco Certification
14 3 (0.072%) ISTQB
14 3 (0.072%) MCDBA
14 3 (0.072%) Oracle Certification
15 2 (0.048%) HND
15 2 (0.048%) MCSA
Quality Assurance & Compliance
1 141 (3.39%) QA
2 41 (0.98%) GCP
3 24 (0.58%) SLA
4 15 (0.36%) Data Quality
5 11 (0.26%) PCI DSS
6 9 (0.22%) GDPR
7 8 (0.19%) Solvency II
8 6 (0.14%) ISO/IEC 27001
8 6 (0.14%) MiFID
9 5 (0.12%) SEPA
10 4 (0.096%) Actionable Recommendations
10 4 (0.096%) HIPAA
10 4 (0.096%) PSD2
11 3 (0.072%) COBIT
11 3 (0.072%) EMIR
11 3 (0.072%) ISO 9001
12 2 (0.048%) Dodd-Frank
12 2 (0.048%) FATCA
12 2 (0.048%) Sarbanes-Oxley
12 2 (0.048%) TickIT
System Software
1 919 (22.06%) Docker
2 89 (2.14%) VMware Infrastructure
3 72 (1.73%) Apache Flume
4 58 (1.39%) HDFS
5 20 (0.48%) Apache ZooKeeper
6 19 (0.46%) Virtual Machines
7 16 (0.38%) Hyper-V
8 15 (0.36%) Active Directory
9 13 (0.31%) Varnish
10 12 (0.29%) KVM
10 12 (0.29%) VirtualBox
11 9 (0.22%) vSphere
12 8 (0.19%) Xen
13 6 (0.14%) GlusterFS
13 6 (0.14%) LXC
14 5 (0.12%) Microsoft App-V
14 5 (0.12%) Samba
14 5 (0.12%) VMware ESXi
14 5 (0.12%) XenDesktop
15 4 (0.096%) vCloud
Systems Management
1 417 (10.01%) Ansible
2 411 (9.87%) Puppet
3 365 (8.76%) Opscode Chef
4 318 (7.64%) Kubernetes
5 221 (5.31%) Kibana
6 166 (3.99%) Terraform
7 117 (2.81%) Business Desktop Deployment
7 117 (2.81%) WSUS
8 47 (1.13%) Nagios
9 38 (0.91%) logstash
10 32 (0.77%) Docker Swarm
10 32 (0.77%) HAProxy
10 32 (0.77%) ZABBIX
11 27 (0.65%) Packer
12 26 (0.62%) Cobbler
12 26 (0.62%) Salt
13 25 (0.60%) Mesos
14 23 (0.55%) Rancher
15 21 (0.50%) CFEngine
16 20 (0.48%) Grafana
Vendors
1 465 (11.16%) Oracle
2 423 (10.16%) Microsoft
3 345 (8.28%) Google
4 138 (3.31%) VMware
5 99 (2.38%) IBM
6 82 (1.97%) Cloudera
7 80 (1.92%) Zend
8 78 (1.87%) Red Hat
9 69 (1.66%) Tableau
10 62 (1.49%) New Relic
11 61 (1.46%) Splunk
11 61 (1.46%) Sybase
12 55 (1.32%) SAP
13 52 (1.25%) Apple
14 51 (1.22%) Hortonworks
15 41 (0.98%) Atlassian
15 41 (0.98%) RedGate
16 37 (0.89%) Informatica
16 37 (0.89%) TIBCO
17 36 (0.86%) MuleSoft