Period
to 16 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 16 December 2018 with a comparison to the same period in the previous 2 years.

MongoDB
England > North West
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 96 119 130
Rank change year-on-year +23 +11 +132
Permanent jobs citing MongoDB 364 330 297
As % of all permanent IT jobs advertised in the North West 3.24% 2.53% 2.39%
As % of the Database & Business Intelligence category 10.97% 7.84% 6.87%
Number of salaries quoted 310 278 258
North West median annual salary £55,000 £47,500 £47,500
Median salary % change year-on-year +15.79% - +9.20%
10th Percentile £38,000 £22,500 £22,500
90th Percentile £75,000 £68,750 £60,725
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,319 4,210 4,323
As % of all permanent IT jobs advertised in the North West 29.59% 32.30% 34.79%
Number of salaries quoted 2,866 3,573 3,747
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £29,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

MongoDB
Job Vacancy Trend in the North West

Job postings citing MongoDB as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for MongoDB in the North West

MongoDB
Salary Trend in the North West

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

Salary trend for MongoDB in the North West

MongoDB
Salary Histogram in the North West

The salary distribution of IT jobs citing MongoDB in the North West over the 6 months to 16 December 2018.

Salary histogram for MongoDB in the North West

MongoDB
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the North West region over the 6 months to 16 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
Manchester +35 286 £55,000 +15.79% 35
Cheshire +17 63 £60,000 - 7
Merseyside -4 8 £44,500 -3.78% 3
Lancashire +10 7 £48,463 - 4
MongoDB
England

For the 6 months to 16 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 North West region with a requirement for MongoDB.

1 212 (58.24%) Agile Software Development
2 173 (47.53%) NoSQL
3 170 (46.70%) Java
4 167 (45.88%) JavaScript
5 137 (37.64%) HTML
6 136 (37.36%) SQL Server
7 132 (36.26%) SQL
7 132 (36.26%) CSS
8 121 (33.24%) C#
9 116 (31.87%) DevOps
10 111 (30.49%) Amazon AWS
11 106 (29.12%) AngularJS
12 99 (27.20%) .NET
12 99 (27.20%) MVC
13 84 (23.08%) Python
14 83 (22.80%) Git (software)
15 81 (22.25%) Open Source
16 79 (21.70%) Microsoft Azure
16 79 (21.70%) ASP.NET
16 79 (21.70%) Scrum
17 77 (21.15%) TDD
18 76 (20.88%) HTML5
19 74 (20.33%) Twitter Bootstrap
20 73 (20.05%) MySQL
21 72 (19.78%) Degree
21 72 (19.78%) CSS3
22 71 (19.51%) Node.js
23 67 (18.41%) Continuous Integration
24 66 (18.13%) Linux
24 66 (18.13%) Kafka

MongoDB
Co-occurring IT Skills in the North West 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 51 (14.01%) Apache
2 48 (13.19%) Apache Spark
3 44 (12.09%) Elasticsearch
4 9 (2.47%) Adobe Experience Manager
4 9 (2.47%) Apache Solr
4 9 (2.47%) Cloud Foundry
5 8 (2.20%) nginx
6 6 (1.65%) WordPress
7 5 (1.37%) Drupal
8 3 (0.82%) Tomcat
9 2 (0.55%) JBoss
9 2 (0.55%) Jetty
9 2 (0.55%) WebLogic
9 2 (0.55%) WebSphere
10 1 (0.27%) CMS
Cloud Services
1 111 (30.49%) Amazon AWS
2 79 (21.70%) Microsoft Azure
3 41 (11.26%) GitHub
4 40 (10.99%) Amazon EC2
5 39 (10.71%) Amazon EMR
6 38 (10.44%) Cloud Computing
7 18 (4.95%) SaaS
8 6 (1.65%) Google Cloud Platform
9 4 (1.10%) DigitalOcean
10 2 (0.55%) Amazon S3
10 2 (0.55%) Serverless
11 1 (0.27%) Amazon SQS
11 1 (0.27%) AWS CloudFormation
11 1 (0.27%) AWS Lambda
11 1 (0.27%) CloudFront
11 1 (0.27%) npm
Communications & Networking
1 29 (7.97%) Internet
2 12 (3.30%) SSL
3 11 (3.02%) DNS
4 3 (0.82%) HTTP
4 3 (0.82%) TCP/IP
5 2 (0.55%) AMQP
6 1 (0.27%) Asterisk PBX
6 1 (0.27%) Firewall
6 1 (0.27%) SMS
Database & Business Intelligence
1 173 (47.53%) NoSQL
2 136 (37.36%) SQL Server
3 73 (20.05%) MySQL
4 65 (17.86%) Big Data
5 55 (15.11%) Hadoop
6 54 (14.84%) SQL Server 2016
7 53 (14.56%) RavenDB
8 49 (13.46%) PostgreSQL
9 48 (13.19%) Amazon Redshift
10 41 (11.26%) Relational Database
11 40 (10.99%) Flink
12 39 (10.71%) Amazon Athena
13 38 (10.44%) Apache Cassandra
14 31 (8.52%) SQL Server Integration Services
15 27 (7.42%) SQL Server 2014
16 25 (6.87%) OLTP
16 25 (6.87%) SQL Server 2008
16 25 (6.87%) SQL Server 2012
17 23 (6.32%) MariaDB
18 17 (4.67%) Redis
Development Applications
1 83 (22.80%) Git (software)
2 44 (12.09%) JIRA
3 32 (8.79%) Gradle
4 31 (8.52%) Jenkins
5 29 (7.97%) Maven
6 21 (5.77%) Ant
7 16 (4.40%) JUnit
7 16 (4.40%) Mockito
8 14 (3.85%) PHPUnit
9 12 (3.30%) GitLab
10 9 (2.47%) Selenium
11 8 (2.20%) Team Foundation Server
12 5 (1.37%) Subversion
12 5 (1.37%) WebDriver
13 4 (1.10%) Atlassian Bamboo
13 4 (1.10%) Cucumber
13 4 (1.10%) Travis CI
14 3 (0.82%) GoCD
14 3 (0.82%) Mocha
14 3 (0.82%) TeamCity
General
1 62 (17.03%) Finance
2 27 (7.42%) Advertising
3 15 (4.12%) Retail
4 7 (1.92%) Games
5 4 (1.10%) Banking
5 4 (1.10%) Marketing
5 4 (1.10%) Telecoms
6 3 (0.82%) Electronics
6 3 (0.82%) Manufacturing
7 2 (0.55%) Back Office
7 2 (0.55%) Publishing
8 1 (0.27%) Law
8 1 (0.27%) Legal
Job Titles
1 196 (53.85%) Developer
2 58 (15.93%) .NET Developer
3 56 (15.38%) Java Developer
4 34 (9.34%) DBA
5 30 (8.24%) Data Engineer
6 27 (7.42%) C# Developer
7 26 (7.14%) Administrator
7 26 (7.14%) Software Engineer
7 26 (7.14%) SQL DBA
8 22 (6.04%) Senior Data Engineer
9 21 (5.77%) Big Data Engineer
9 21 (5.77%) Lead Developer
10 20 (5.49%) .NET Developer - Fintech
10 20 (5.49%) PHP Developer
11 18 (4.95%) Architect
11 18 (4.95%) DevOps Engineer
11 18 (4.95%) Senior Developer
12 17 (4.67%) Data Architect
12 17 (4.67%) Senior Architect
12 17 (4.67%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 137 (37.64%) HTML
2 132 (36.26%) CSS
3 106 (29.12%) AngularJS
4 99 (27.20%) .NET
5 79 (21.70%) ASP.NET
6 76 (20.88%) HTML5
7 74 (20.33%) Twitter Bootstrap
8 72 (19.78%) CSS3
9 71 (19.51%) Node.js
10 66 (18.13%) Kafka
11 63 (17.31%) Web Services
12 61 (16.76%) ASP.NET MVC
13 57 (15.66%) RESTful
14 53 (14.56%) ASP.NET MVC 5
14 53 (14.56%) Spring
15 51 (14.01%) React
16 40 (10.99%) .NET Framework
17 39 (10.71%) Spark Streaming
18 29 (7.97%) REST
19 28 (7.69%) RabbitMQ
Miscellaneous
1 33 (9.07%) Fintech
2 25 (6.87%) Enterprise Software
3 19 (5.22%) User Experience
4 18 (4.95%) Internet of Things
5 14 (3.85%) Linux Command Line
6 12 (3.30%) Greenfield Project
7 6 (1.65%) Self-Motivation
8 5 (1.37%) Analytical Skills
8 5 (1.37%) Clustering
8 5 (1.37%) Replication
9 4 (1.10%) Cyber Defence
9 4 (1.10%) Cyberattack
10 3 (0.82%) Mainframe
11 2 (0.55%) Tandem
12 1 (0.27%) Algorithms
12 1 (0.27%) Infotainment
12 1 (0.27%) Online Banking
12 1 (0.27%) Public Cloud
Operating Systems
1 66 (18.13%) Linux
2 20 (5.49%) Unix
3 9 (2.47%) Windows
4 8 (2.20%) Windows Server
5 4 (1.10%) Red Hat Enterprise Linux
6 2 (0.55%) Android
6 2 (0.55%) Apple iOS
7 1 (0.27%) DC/OS
7 1 (0.27%) Mac OS
Processes & Methodologies
1 212 (58.24%) Agile Software Development
2 116 (31.87%) DevOps
3 99 (27.20%) MVC
4 81 (22.25%) Open Source
5 79 (21.70%) Scrum
6 77 (21.15%) TDD
7 67 (18.41%) Continuous Integration
8 66 (18.13%) Microservices
9 56 (15.38%) Software Engineering
9 56 (15.38%) Web Application Development
10 49 (13.46%) Configuration Management
10 49 (13.46%) Data Modelling
11 48 (13.19%) Computer Science
12 46 (12.64%) Data Engineering
13 42 (11.54%) Mathematics
14 41 (11.26%) Test Automation
15 39 (10.71%) Data Ingestion
16 38 (10.44%) Change Management
17 35 (9.62%) Performance Tuning
18 34 (9.34%) OO
Programming Languages
1 170 (46.70%) Java
2 167 (45.88%) JavaScript
3 132 (36.26%) SQL
4 121 (33.24%) C#
5 84 (23.08%) Python
6 50 (13.74%) Scala
7 32 (8.79%) T-SQL
8 30 (8.24%) Bash Shell
9 27 (7.42%) Ruby
10 26 (7.14%) PHP
11 24 (6.59%) TypeScript
12 21 (5.77%) Java 8
13 18 (4.95%) C++
14 13 (3.57%) Shell Script
15 12 (3.30%) Perl
16 11 (3.02%) C
17 8 (2.20%) PowerShell
18 5 (1.37%) ES6
19 4 (1.10%) PL/SQL
20 3 (0.82%) F#
Qualifications
1 72 (19.78%) Degree
2 45 (12.36%) Computer Science Degree
3 39 (10.71%) Numerate Degree
4 26 (7.14%) Microsoft Certification
5 11 (3.02%) AWS Certification
6 8 (2.20%) Security Cleared
7 7 (1.92%) SC Cleared
8 3 (0.82%) DV Cleared
Quality Assurance & Compliance
1 7 (1.92%) QA
2 3 (0.82%) GDPR
3 1 (0.27%) Data Quality
System Software
1 32 (8.79%) Docker
2 9 (2.47%) Apache ZooKeeper
2 9 (2.47%) Virtual Machines
3 8 (2.20%) VMware Infrastructure
Systems Management
1 27 (7.42%) Opscode Chef
2 26 (7.14%) Puppet
3 9 (2.47%) Cobbler
4 6 (1.65%) Ansible
4 6 (1.65%) Kibana
5 4 (1.10%) Kubernetes
6 1 (0.27%) Grafana
6 1 (0.27%) Mesos
6 1 (0.27%) Prometheus
6 1 (0.27%) Terraform
6 1 (0.27%) ZABBIX
Vendors
1 39 (10.71%) CA Agile Central
2 34 (9.34%) Microsoft
3 28 (7.69%) Oracle
4 25 (6.87%) Facebook
5 19 (5.22%) Google
6 14 (3.85%) New Relic
7 10 (2.75%) Atlassian
8 9 (2.47%) Adobe
9 8 (2.20%) VMware
10 3 (0.82%) AppDynamics
10 3 (0.82%) SAP
11 2 (0.55%) IBM
11 2 (0.55%) TIBCO
11 2 (0.55%) Zend
12 1 (0.27%) Cisco
12 1 (0.27%) Cloudera
12 1 (0.27%) Dynatrace
12 1 (0.27%) Polycom
12 1 (0.27%) Red Hat
12 1 (0.27%) Xamarin