Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 21 January 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 57 72 125
Rank change year-on-year +15 +53 -6
Permanent jobs citing MongoDB 103 49 35
As % of all permanent IT jobs advertised in Glasgow 4.74% 2.62% 1.32%
As % of the Database & Business Intelligence category 12.97% 6.68% 3.61%
Number of salaries quoted 45 36 13
Glasgow median annual salary £45,000 £40,000 £50,000
Median salary % change year-on-year +12.50% -20.00% +25.00%
10th Percentile £31,500 £33,750 £35,000
90th Percentile £67,500 £61,875 £64,500
Scotland median annual salary £45,000 £40,000 £45,000
% change year-on-year +12.50% -11.11% +12.50%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 794 734 970
As % of all permanent IT jobs advertised in Glasgow 36.52% 39.21% 36.65%
Number of salaries quoted 504 414 578
Glasgow median annual salary £47,500 £45,000 £40,000
Median salary % change year-on-year +5.56% +12.50% -
10th Percentile £31,500 £31,250 £28,750
90th Percentile £63,750 £61,250 £60,000
Scotland median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +3.75%

MongoDB
Job Vacancy Trend in Glasgow

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

Job vacancy trend for MongoDB in Glasgow

MongoDB
Salary Trend in Glasgow

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

Salary trend for MongoDB in Glasgow

MongoDB
Salary Histogram in Glasgow

The salary distribution of IT jobs citing MongoDB in Glasgow over the 6 months to 21 January 2018.

Salary histogram for MongoDB in Glasgow

For the 6 months to 21 January 2018, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for MongoDB.

1 69 (66.99%) Java
2 68 (66.02%) Agile Software Development
3 66 (64.08%) Spring
3 66 (64.08%) NoSQL
4 46 (44.66%) JavaScript
5 45 (43.69%) Python
6 42 (40.78%) Hibernate
6 42 (40.78%) TDD
7 40 (38.83%) Hadoop
8 39 (37.86%) Concurrent Programming
9 37 (35.92%) Docker
9 37 (35.92%) SQL
10 35 (33.98%) Scrum
10 35 (33.98%) Opscode Chef
10 35 (33.98%) Ansible
10 35 (33.98%) Puppet
11 34 (33.01%) HTML5
11 34 (33.01%) HTML
12 33 (32.04%) Finance
12 33 (32.04%) Multithreading
13 32 (31.07%) Redis
14 31 (30.10%) Tomcat
15 27 (26.21%) JBoss
15 27 (26.21%) Test Automation
16 26 (25.24%) RabbitMQ
16 26 (25.24%) Vagrant
16 26 (25.24%) JMS
16 26 (25.24%) Software Engineering
16 26 (25.24%) Ruby
17 25 (24.27%) Cucumber

MongoDB
Co-occurring IT Skills in Glasgow 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 31 (30.10%) Tomcat
2 27 (26.21%) JBoss
3 24 (23.30%) Jetty
3 24 (23.30%) WebLogic
4 20 (19.42%) WebSphere
5 7 (6.80%) Oracle Coherence
6 4 (3.88%) Apache Spark
7 3 (2.91%) Apache
8 2 (1.94%) Confluence
8 2 (1.94%) Elasticsearch
8 2 (1.94%) Oracle SOA Suite
Business Applications
1 1 (0.97%) Eloqua
Cloud Services
1 16 (15.53%) Amazon AWS
2 12 (11.65%) Microsoft Azure
3 11 (10.68%) GitHub
4 4 (3.88%) Google Cloud Platform
4 4 (3.88%) npm
5 3 (2.91%) PaaS
6 1 (0.97%) Amazon EC2
6 1 (0.97%) Cloud Computing
Communications & Networking
1 20 (19.42%) AMQP
2 8 (7.77%) Internet
Database & Business Intelligence
1 66 (64.08%) NoSQL
2 40 (38.83%) Hadoop
3 32 (31.07%) Redis
4 24 (23.30%) Couchbase
4 24 (23.30%) Riak
5 23 (22.33%) Relational Database
6 18 (17.48%) Big Data
7 15 (14.56%) Blockchain
8 13 (12.62%) MySQL
9 12 (11.65%) RDBMS
9 12 (11.65%) SQL Server
10 9 (8.74%) DB2
11 5 (4.85%) Apache Cassandra
11 5 (4.85%) Oracle Database
12 4 (3.88%) Oracle Database 12c
12 4 (3.88%) PostgreSQL
13 2 (1.94%) Apache Hive
14 1 (0.97%) Neo4j
14 1 (0.97%) OrientDB
14 1 (0.97%) Pentaho
Development Applications
1 26 (25.24%) Vagrant
2 25 (24.27%) Cucumber
3 24 (23.30%) FitNesse
3 24 (23.30%) Selenium
4 16 (15.53%) JUnit
5 10 (9.71%) Jenkins
6 7 (6.80%) JIRA
7 5 (4.85%) IntelliJ
7 5 (4.85%) Maven
8 4 (3.88%) Git (software)
8 4 (3.88%) Oracle Forms
9 3 (2.91%) Bitbucket
10 2 (1.94%) GoCD
10 2 (1.94%) Mockito
10 2 (1.94%) Team Foundation Server
10 2 (1.94%) TeamCity
11 1 (0.97%) PHPUnit
General
1 33 (32.04%) Finance
2 7 (6.80%) Banking
3 4 (3.88%) Investment Banking
4 1 (0.97%) Games
4 1 (0.97%) Law
Job Titles
1 78 (75.73%) Developer
2 54 (52.43%) Java Developer
3 18 (17.48%) Full Stack Developer
4 12 (11.65%) Senior Developer
5 11 (10.68%) Senior Java Developer
6 10 (9.71%) PHP Developer
7 6 (5.83%) DevOps Engineer
8 5 (4.85%) Lead Developer
8 5 (4.85%) Software Developer
9 4 (3.88%) .NET Developer
9 4 (3.88%) C# .NET Developer
9 4 (3.88%) C# Developer
9 4 (3.88%) Java Engineer
9 4 (3.88%) Java Software Engineer
9 4 (3.88%) Lead DevOps
9 4 (3.88%) NoSQL Developer
9 4 (3.88%) PHP Symfony Developer
9 4 (3.88%) Python Software Engineer
9 4 (3.88%) Software Engineer
9 4 (3.88%) Symfony Developer
Libraries, Frameworks & Software Standards
1 66 (64.08%) Spring
2 42 (40.78%) Hibernate
3 34 (33.01%) HTML
3 34 (33.01%) HTML5
4 26 (25.24%) JMS
4 26 (25.24%) RabbitMQ
5 24 (23.30%) REST
6 20 (19.42%) JPA
6 20 (19.42%) Kafka
6 20 (19.42%) TIBCO EMS
6 20 (19.42%) WebSphere MQ
7 18 (17.48%) React
8 16 (15.53%) J2EE
9 14 (13.59%) AngularJS
10 10 (9.71%) CSS
10 10 (9.71%) Drools
10 10 (9.71%) Laravel
10 10 (9.71%) Node.js
10 10 (9.71%) RESTful
10 10 (9.71%) Spring Boot
Miscellaneous
1 13 (12.62%) Greenfield Project
2 12 (11.65%) Client/Server
3 8 (7.77%) Internet of Things
4 2 (1.94%) IVR
4 2 (1.94%) Management Information System
4 2 (1.94%) Mobile App
5 1 (0.97%) Analytical Skills
5 1 (0.97%) Computer Science
5 1 (0.97%) Data Structures
5 1 (0.97%) Enterprise Software
5 1 (0.97%) Public Cloud
5 1 (0.97%) User Experience
Operating Systems
1 19 (18.45%) Linux
2 5 (4.85%) Unix
3 2 (1.94%) Apple iOS
4 1 (0.97%) CentOS
4 1 (0.97%) Ubuntu
Processes & Methodologies
1 68 (66.02%) Agile Software Development
2 42 (40.78%) TDD
3 39 (37.86%) Concurrent Programming
4 35 (33.98%) Scrum
5 33 (32.04%) Multithreading
6 27 (26.21%) Test Automation
7 26 (25.24%) Software Engineering
8 24 (23.30%) BDD
9 20 (19.42%) DevOps
9 20 (19.42%) DSDM
9 20 (19.42%) Integration Testing
9 20 (19.42%) Kanban
9 20 (19.42%) RUP
9 20 (19.42%) System Testing
9 20 (19.42%) UML
10 16 (15.53%) Open Source
10 16 (15.53%) SDLC
11 14 (13.59%) Continuous Integration
11 14 (13.59%) MVC
12 12 (11.65%) High Availability
Programming Languages
1 69 (66.99%) Java
2 46 (44.66%) JavaScript
3 45 (43.69%) Python
4 37 (35.92%) SQL
5 26 (25.24%) Ruby
6 24 (23.30%) Bash Shell
7 10 (9.71%) PHP
8 9 (8.74%) T-SQL
9 8 (7.77%) PL/SQL
10 5 (4.85%) ES6
11 4 (3.88%) C#
11 4 (3.88%) C++
11 4 (3.88%) TypeScript
12 2 (1.94%) Jython
12 2 (1.94%) Objective-C
12 2 (1.94%) R
13 1 (0.97%) Clojure
13 1 (0.97%) Scala
Qualifications
1 5 (4.85%) Degree
2 4 (3.88%) Security Cleared
Quality Assurance & Compliance
1 20 (19.42%) QA
System Software
1 37 (35.92%) Docker
2 2 (1.94%) LXC
2 2 (1.94%) OpenAM
2 2 (1.94%) VirtualBox
3 1 (0.97%) VMware Infrastructure
Systems Management
1 35 (33.98%) Ansible
1 35 (33.98%) Opscode Chef
1 35 (33.98%) Puppet
2 24 (23.30%) Cobbler
3 4 (3.88%) Graphite
3 4 (3.88%) Icinga
4 2 (1.94%) HAProxy
4 2 (1.94%) Kibana
4 2 (1.94%) logstash
5 1 (0.97%) Capistrano
Vendors
1 24 (23.30%) IBM
2 20 (19.42%) TIBCO
3 12 (11.65%) Oracle
4 11 (10.68%) Sybase
5 10 (9.71%) Zend
6 8 (7.77%) Informatica
7 5 (4.85%) Reuters
8 4 (3.88%) Google
9 2 (1.94%) VMware
10 1 (0.97%) Salesforce.com
10 1 (0.97%) Talend