Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 17 December 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > England
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 160 157 145
Rank change year-on-year -3 -12 +45
Permanent jobs citing MongoDB 3,223 3,832 4,103
As % of all permanent IT jobs advertised in England 2.18% 2.30% 2.36%
As % of the Database & Business Intelligence category 7.58% 7.57% 7.95%
Number of salaries quoted 2,671 3,289 3,623
England median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - -
10th Percentile £35,000 £32,500 £32,500
90th Percentile £90,000 £83,750 £80,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 42,502 50,611 51,592
As % of all permanent IT jobs advertised in England 28.71% 30.32% 29.73%
Number of salaries quoted 35,070 42,111 44,523
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,500 £30,000 £29,750
90th Percentile £85,000 £77,500 £77,500
UK median annual salary £50,500 £47,500 £47,500
% change year-on-year +6.32% - +5.56%

MongoDB
Job Vacancy Trend in England

Job postings citing MongoDB as a percentage of all IT jobs advertised in England.

Job vacancy trend for MongoDB in England

MongoDB
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB in England.

Salary trend for MongoDB in England

MongoDB
Salary Histogram in England

The salary distribution of IT jobs citing MongoDB in England over the 6 months to 17 December 2018.

Salary histogram for MongoDB in England

MongoDB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the England region over the 6 months to 17 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
London -1 1,596 £67,500 +3.85% 255
North of England +31 556 £50,000 +5.26% 108
South East -5 471 £55,000 +10.00% 84
North West +30 366 £55,000 +15.79% 50
East of England -14 210 £57,500 +15.00% 39
South West -36 196 £50,000 +11.11% 46
Midlands -52 195 £42,500 -5.56% 58
Yorkshire +10 131 £45,000 -5.26% 41
West Midlands -18 117 £50,000 +25.00% 28
East Midlands -47 78 £40,000 -15.79% 29
North East +21 59 £45,000 +29.50% 17
MongoDB
UK

For the 6 months to 17 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 across the England region with a requirement for MongoDB.

1 1,723 (53.46%) Agile Software Development
2 1,506 (46.73%) JavaScript
3 1,339 (41.55%) Java
4 1,336 (41.45%) NoSQL
5 1,182 (36.67%) SQL
6 1,132 (35.12%) Amazon AWS
7 1,079 (33.48%) HTML
8 1,076 (33.39%) AngularJS
9 982 (30.47%) CSS
10 898 (27.86%) Python
11 876 (27.18%) C#
12 870 (26.99%) SQL Server
13 852 (26.43%) .NET
14 851 (26.40%) DevOps
15 829 (25.72%) Microsoft Azure
16 792 (24.57%) MySQL
17 780 (24.20%) Node.js
18 769 (23.86%) Git (software)
19 739 (22.93%) Linux
20 720 (22.34%) Microservices
21 704 (21.84%) TDD
22 667 (20.70%) Software Engineering
23 655 (20.32%) MVC
24 627 (19.45%) React
25 618 (19.17%) Docker
26 616 (19.11%) RESTful
27 615 (19.08%) HTML5
28 602 (18.68%) Finance
29 597 (18.52%) Scrum
30 584 (18.12%) Elasticsearch

MongoDB
Co-occurring IT Skills in England 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
1 584 (18.12%) Elasticsearch
2 320 (9.93%) Apache Spark
3 259 (8.04%) Apache
4 137 (4.25%) CMS
5 96 (2.98%) Tomcat
6 82 (2.54%) nginx
7 64 (1.99%) EPiServer
8 61 (1.89%) Apache Solr
9 58 (1.80%) IIS
10 57 (1.77%) Apache Pig
11 55 (1.71%) Sitecore CMS
12 50 (1.55%) Confluence
13 44 (1.37%) OpenStack
14 40 (1.24%) JBoss
15 37 (1.15%) WordPress
16 34 (1.05%) Mule
17 23 (0.71%) ExpressionEngine
17 23 (0.71%) SAS
17 23 (0.71%) WebLogic
18 21 (0.65%) Drupal
Applications
1 16 (0.50%) Microsoft Excel
2 10 (0.31%) Weka
3 4 (0.12%) GNU Octave
4 3 (0.093%) Chatbot
4 3 (0.093%) Microsoft Office
4 3 (0.093%) Microsoft PowerPoint
4 3 (0.093%) SPSS
5 1 (0.031%) Adobe Creative Suite
5 1 (0.031%) Maya
5 1 (0.031%) Microsoft Project
5 1 (0.031%) Photoshop
Business Applications
1 30 (0.93%) Eloqua
2 12 (0.37%) Magento
3 11 (0.34%) Oracle Procure-to-Pay
4 7 (0.22%) Actimize
4 7 (0.22%) Payment Gateway
5 5 (0.16%) Remedy ITSM
6 4 (0.12%) Distributed Ledger
6 4 (0.12%) R3 Corda
6 4 (0.12%) SAP FI-CA
6 4 (0.12%) SAP PSCD
7 2 (0.062%) Dynamics AX
7 2 (0.062%) Dynamics CRM
7 2 (0.062%) Dynamics NAV
7 2 (0.062%) Sentinel
8 1 (0.031%) OpenCart
8 1 (0.031%) Oracle 11i
8 1 (0.031%) Oracle Applications
8 1 (0.031%) Oracle EBS
8 1 (0.031%) Oracle EBS R12
8 1 (0.031%) osCommerce
Cloud Services
1 1,132 (35.12%) Amazon AWS
2 829 (25.72%) Microsoft Azure
3 192 (5.96%) SaaS
4 181 (5.62%) Google Cloud Platform
5 147 (4.56%) GitHub
6 132 (4.10%) Amazon EC2
7 104 (3.23%) PaaS
8 94 (2.92%) npm
9 91 (2.82%) Amazon S3
10 74 (2.30%) Amazon EMR
11 69 (2.14%) Cloud Computing
12 67 (2.08%) Serverless
13 63 (1.95%) IaaS
14 52 (1.61%) AWS CloudFormation
15 40 (1.24%) Amazon Kinesis
15 40 (1.24%) AWS Lambda
16 36 (1.12%) OpenShift
17 29 (0.90%) Amazon ELB
18 27 (0.84%) Route 53
19 23 (0.71%) Virtual Private Cloud
Communications & Networking
1 127 (3.94%) Internet
2 103 (3.20%) HTTP
3 66 (2.05%) DNS
4 44 (1.37%) SSL
5 27 (0.84%) TCP/IP
6 20 (0.62%) Firewall
7 16 (0.50%) VLAN
7 16 (0.50%) VPN
8 14 (0.43%) AMQP
9 9 (0.28%) Network Security
10 7 (0.22%) Broadband
10 7 (0.22%) FTP
11 6 (0.19%) DHCP
11 6 (0.19%) MQTT
12 4 (0.12%) Extranet
12 4 (0.12%) LAN
12 4 (0.12%) SAN
12 4 (0.12%) SNMP
12 4 (0.12%) Software-Defined Networking
12 4 (0.12%) X.509
Database & Business Intelligence
1 1,336 (41.45%) NoSQL
2 870 (26.99%) SQL Server
3 792 (24.57%) MySQL
4 559 (17.34%) PostgreSQL
5 452 (14.02%) Apache Cassandra
6 432 (13.40%) Big Data
7 353 (10.95%) Hadoop
8 326 (10.11%) Relational Database
9 301 (9.34%) Redis
10 192 (5.96%) SQL Server 2016
11 174 (5.40%) Amazon DynamoDB
12 143 (4.44%) RavenDB
13 141 (4.37%) RDBMS
14 138 (4.28%) Apache Hive
15 116 (3.60%) HBase
16 115 (3.57%) Data Warehouse
17 103 (3.20%) Amazon RDS
18 101 (3.13%) CouchDB
19 90 (2.79%) MariaDB
20 89 (2.76%) SQL Server Integration Services
Development Applications
1 769 (23.86%) Git (software)
2 496 (15.39%) Jenkins
3 220 (6.83%) JIRA
4 197 (6.11%) Selenium
5 196 (6.08%) Maven
6 194 (6.02%) TeamCity
7 157 (4.87%) webpack
8 154 (4.78%) Team Foundation Server
9 139 (4.31%) JUnit
10 130 (4.03%) gulp
10 130 (4.03%) Visual Studio
11 128 (3.97%) Octopus Deploy
12 124 (3.85%) Protractor
13 113 (3.51%) Subversion
14 108 (3.35%) Cucumber
15 94 (2.92%) Mocha
16 87 (2.70%) Atlassian Bamboo
17 78 (2.42%) Vagrant
18 76 (2.36%) Gradle
19 70 (2.17%) Grunt
General
1 602 (18.68%) Finance
2 216 (6.70%) Banking
3 185 (5.74%) Retail
4 144 (4.47%) Marketing
5 142 (4.41%) Advertising
6 135 (4.19%) Games
7 78 (2.42%) Telecoms
8 73 (2.26%) Investment Banking
9 60 (1.86%) Electronics
10 58 (1.80%) Manufacturing
11 50 (1.55%) Publishing
12 49 (1.52%) Financial Institution
13 37 (1.15%) Law
14 33 (1.02%) Retail Banking
15 27 (0.84%) Front Office
16 22 (0.68%) Military
17 18 (0.56%) Automotive
17 18 (0.56%) Pharmaceutical
18 12 (0.37%) Legal
19 9 (0.28%) Back Office
Job Titles
1 1,885 (58.49%) Developer
2 497 (15.42%) Java Developer
3 496 (15.39%) .NET Developer
4 298 (9.25%) Senior Developer
5 262 (8.13%) Full Stack Developer
6 244 (7.57%) Software Engineer
7 205 (6.36%) DevOps Engineer
8 198 (6.14%) C# Developer
9 188 (5.83%) Architect
10 166 (5.15%) Data Engineer
11 140 (4.34%) Software Developer
12 139 (4.31%) Python Developer
13 121 (3.75%) JavaScript Developer
14 120 (3.72%) PHP Developer
15 117 (3.63%) C# .NET Developer
16 111 (3.44%) DBA
17 108 (3.35%) Linux Engineer
18 104 (3.23%) Lead Developer
19 100 (3.10%) Java Engineer
20 96 (2.98%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 1,079 (33.48%) HTML
2 1,076 (33.39%) AngularJS
3 982 (30.47%) CSS
4 852 (26.43%) .NET
5 780 (24.20%) Node.js
6 627 (19.45%) React
7 616 (19.11%) RESTful
8 615 (19.08%) HTML5
9 574 (17.81%) Spring
10 467 (14.49%) REST
11 451 (13.99%) CSS3
12 440 (13.65%) ASP.NET
13 418 (12.97%) Web Services
14 395 (12.26%) Kafka
15 352 (10.92%) Twitter Bootstrap
16 346 (10.74%) RabbitMQ
17 307 (9.53%) ASP.NET MVC
18 278 (8.63%) jQuery
19 275 (8.53%) .NET Framework
20 255 (7.91%) Vue.js
Miscellaneous
1 228 (7.07%) Greenfield Project
2 221 (6.86%) User Experience
3 208 (6.45%) Fintech
4 171 (5.31%) Analytical Skills
5 168 (5.21%) Enterprise Software
6 125 (3.88%) Algorithms
7 105 (3.26%) Self-Motivation
8 88 (2.73%) Data Structures
9 66 (2.05%) Mobile App
10 65 (2.02%) Cloud Native
11 59 (1.83%) Linux Command Line
12 42 (1.30%) Public Cloud
13 40 (1.24%) Clustering
13 40 (1.24%) Hedge funds
13 40 (1.24%) Spread Betting
14 39 (1.21%) Cyberthreat
15 33 (1.02%) Private Cloud
16 30 (0.93%) Replication
17 27 (0.84%) Internet of Things
18 25 (0.78%) Life Science
Operating Systems
1 739 (22.93%) Linux
2 232 (7.20%) Windows
3 207 (6.42%) Unix
4 76 (2.36%) Red Hat Enterprise Linux
5 73 (2.26%) Windows Server
6 70 (2.17%) CentOS
7 67 (2.08%) Android
8 57 (1.77%) Apple iOS
9 40 (1.24%) Ubuntu
10 20 (0.62%) Windows Server 2012
11 19 (0.59%) Windows 10
11 19 (0.59%) Windows 8
12 18 (0.56%) Windows 7
13 17 (0.53%) DC/OS
14 10 (0.31%) Fedora
14 10 (0.31%) SUSE
15 9 (0.28%) Solaris
16 5 (0.16%) FreeBSD
16 5 (0.16%) VMS
17 3 (0.093%) Mac OS X
Processes & Methodologies
1 1,723 (53.46%) Agile Software Development
2 851 (26.40%) DevOps
3 720 (22.34%) Microservices
4 704 (21.84%) TDD
5 667 (20.70%) Software Engineering
6 655 (20.32%) MVC
7 597 (18.52%) Scrum
8 459 (14.24%) Problem-Solving
9 454 (14.09%) Continuous Integration
10 389 (12.07%) Open Source
10 389 (12.07%) Test Automation
11 376 (11.67%) Computer Science
12 369 (11.45%) BDD
13 350 (10.86%) Analytics
14 274 (8.50%) OO
15 263 (8.16%) Web Application Development
16 251 (7.79%) Mentoring
17 250 (7.76%) Machine Learning
18 240 (7.45%) Web Development
19 220 (6.83%) Data Science
Programming Languages
1 1,506 (46.73%) JavaScript
2 1,339 (41.55%) Java
3 1,182 (36.67%) SQL
4 898 (27.86%) Python
5 876 (27.18%) C#
6 316 (9.80%) Ruby
7 313 (9.71%) Scala
8 309 (9.59%) PHP
9 286 (8.87%) Java 8
10 186 (5.77%) C++
11 177 (5.49%) Bash Shell
12 163 (5.06%) ES6
13 145 (4.50%) Go
14 135 (4.19%) TypeScript
15 123 (3.82%) T-SQL
16 106 (3.29%) PL/SQL
17 100 (3.10%) PowerShell
18 95 (2.95%) Shell Script
19 84 (2.61%) C
20 78 (2.42%) Perl
Qualifications
1 469 (14.55%) Degree
2 192 (5.96%) Computer Science Degree
3 105 (3.26%) Security Cleared
4 69 (2.14%) SC Cleared
5 53 (1.64%) Numerate Degree
6 43 (1.33%) AWS Certification
7 42 (1.30%) Microsoft Certification
8 41 (1.27%) DV Cleared
9 30 (0.93%) SAFe Agilist
10 23 (0.71%) Master's Degree
10 23 (0.71%) PhD
11 22 (0.68%) Cisco Certification
12 20 (0.62%) CEH
13 19 (0.59%) (ISC)2 CCSP
13 19 (0.59%) CISM
13 19 (0.59%) CISSP
13 19 (0.59%) SANS
13 19 (0.59%) SSCP
14 18 (0.56%) CCSP
15 16 (0.50%) ISTQB
Quality Assurance & Compliance
1 98 (3.04%) QA
2 29 (0.90%) Data Quality
3 25 (0.78%) GDPR
4 15 (0.47%) ISO/IEC 27001
5 10 (0.31%) PCI DSS
6 5 (0.16%) PA-DSS
6 5 (0.16%) PSD2
7 3 (0.093%) COBIT
7 3 (0.093%) MiFID
7 3 (0.093%) Solvency II
7 3 (0.093%) WCAG
8 2 (0.062%) ISO 9001
8 2 (0.062%) ISO/IEC 20000
8 2 (0.062%) PMO
9 1 (0.031%) HL7
9 1 (0.031%) SEPA
9 1 (0.031%) SLA
System Software
1 618 (19.17%) Docker
2 81 (2.51%) HDFS
3 63 (1.95%) VMware Infrastructure
4 47 (1.46%) Apache ZooKeeper
5 33 (1.02%) Apache Flume
5 33 (1.02%) Virtual Machines
6 21 (0.65%) Oracle RAC
7 19 (0.59%) vSphere
8 18 (0.56%) VirtualBox
9 17 (0.53%) Active Directory
10 13 (0.40%) Hyper-V
11 7 (0.22%) Varnish
12 4 (0.12%) iptables
12 4 (0.12%) VMware ESXi
12 4 (0.12%) VMware Server
13 3 (0.093%) NFS
13 3 (0.093%) Samba
14 2 (0.062%) Virtual Servers
15 1 (0.031%) etcd
15 1 (0.031%) LXC
Systems Management
1 313 (9.71%) Kubernetes
2 237 (7.35%) Puppet
3 232 (7.20%) Opscode Chef
4 224 (6.95%) Ansible
5 146 (4.53%) Terraform
6 139 (4.31%) Kibana
7 74 (2.30%) Prometheus
8 54 (1.68%) Grafana
9 53 (1.64%) logstash
10 39 (1.21%) Mesos
11 33 (1.02%) ZABBIX
12 32 (0.99%) Oozie
13 30 (0.93%) Nagios
14 28 (0.87%) Salt
15 25 (0.78%) Cobbler
16 24 (0.74%) Rancher
17 21 (0.65%) HAProxy
18 18 (0.56%) Docker Swarm
18 18 (0.56%) Packer
19 13 (0.40%) Control-M
Vendors
1 434 (13.47%) Oracle
2 246 (7.63%) Microsoft
3 196 (6.08%) Google
4 81 (2.51%) Red Hat
5 72 (2.23%) SAP
6 71 (2.20%) Facebook
7 70 (2.17%) VMware
8 66 (2.05%) Tableau
9 65 (2.02%) Hortonworks
10 59 (1.83%) Cloudera
11 57 (1.77%) Sitecore
11 57 (1.77%) Sybase
12 53 (1.64%) Atlassian
13 39 (1.21%) CA Agile Central
13 39 (1.21%) Splunk
14 38 (1.18%) Salesforce.com
15 36 (1.12%) SaltStack
16 35 (1.09%) IBM
17 30 (0.93%) Marketo
18 29 (0.90%) Xamarin