Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 99 65 93
Rank change year-on-year -34 +28 +27
Permanent jobs citing MongoDB 53 93 50
As % of all permanent IT jobs advertised in Glasgow 2.46% 4.06% 2.26%
As % of the Database & Business Intelligence category 6.10% 10.54% 5.83%
Number of salaries quoted 29 51 21
Glasgow median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -40.74%
10th Percentile £33,000 £31,500 £33,750
90th Percentile £56,250 £80,000 £63,750
Scotland median annual salary £45,000 £43,000 £40,000
% change year-on-year +4.65% +7.50% -11.11%

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 869 882 858
As % of all permanent IT jobs advertised in Glasgow 40.40% 38.48% 38.75%
Number of salaries quoted 650 511 397
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +1.19%
10th Percentile £32,500 £31,500 £28,900
90th Percentile £65,000 £70,000 £61,250
Scotland median annual salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76% +6.25%

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 14 November 2018.

Salary histogram for MongoDB in Glasgow

For the 6 months to 14 November 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 Glasgow region with a requirement for MongoDB.

1 33 (62.26%) Agile Software Development
2 31 (58.49%) Java
3 25 (47.17%) NoSQL
4 23 (43.40%) SQL
5 21 (39.62%) JavaScript
6 20 (37.74%) Oracle
7 18 (33.96%) Amazon AWS
8 17 (32.08%) Docker
8 17 (32.08%) SQL Server
9 16 (30.19%) AngularJS
9 16 (30.19%) React
10 15 (28.30%) Relational Database
10 15 (28.30%) .NET
10 15 (28.30%) Python
10 15 (28.30%) TDD
11 14 (26.42%) Microservices
12 13 (24.53%) Node.js
12 13 (24.53%) SDLC
12 13 (24.53%) Git (software)
12 13 (24.53%) HTML
12 13 (24.53%) Linux
13 12 (22.64%) MVC
13 12 (22.64%) Scrum
13 12 (22.64%) Microsoft Azure
13 12 (22.64%) HTML5
13 12 (22.64%) DevOps
13 12 (22.64%) Opscode Chef
14 11 (20.75%) Greenfield Project
14 11 (20.75%) RDBMS
15 10 (18.87%) C#

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 7 (13.21%) JBoss
2 5 (9.43%) Jetty
2 5 (9.43%) Tomcat
2 5 (9.43%) WebLogic
3 4 (7.55%) WebSphere
4 2 (3.77%) Apache Spark
4 2 (3.77%) Cloud Foundry
5 1 (1.89%) Apache
5 1 (1.89%) Mule
Cloud Services
1 18 (33.96%) Amazon AWS
2 12 (22.64%) Microsoft Azure
3 5 (9.43%) GitHub
4 4 (7.55%) Google Cloud Platform
4 4 (7.55%) npm
5 3 (5.66%) PaaS
6 1 (1.89%) SaaS
Communications & Networking
1 4 (7.55%) Firewall
2 3 (5.66%) AMQP
Database & Business Intelligence
1 25 (47.17%) NoSQL
2 17 (32.08%) SQL Server
3 15 (28.30%) Relational Database
4 11 (20.75%) RDBMS
5 10 (18.87%) MySQL
6 7 (13.21%) Big Data
7 6 (11.32%) Apache Cassandra
8 5 (9.43%) Couchbase
8 5 (9.43%) Hadoop
9 4 (7.55%) Redis
10 3 (5.66%) DB2
10 3 (5.66%) Oracle Database
10 3 (5.66%) Riak
11 1 (1.89%) Azure SQL Database
11 1 (1.89%) Oracle Database 12c
11 1 (1.89%) PostgreSQL
11 1 (1.89%) RavenDB
11 1 (1.89%) SQL Server 2016
Development Applications
1 13 (24.53%) Git (software)
2 9 (16.98%) Vagrant
3 7 (13.21%) Cucumber
3 7 (13.21%) Selenium
3 7 (13.21%) Subversion
4 6 (11.32%) Jenkins
5 5 (9.43%) Artifactory
5 5 (9.43%) GitLab
5 5 (9.43%) GoCD
5 5 (9.43%) Maven
5 5 (9.43%) Sonatype Nexus
5 5 (9.43%) TeamCity
6 4 (7.55%) CA Release Automation
6 4 (7.55%) JIRA
6 4 (7.55%) Team Foundation Server
7 3 (5.66%) FitNesse
7 3 (5.66%) JUnit
8 2 (3.77%) Oracle Forms
General
1 6 (11.32%) Banking
1 6 (11.32%) Investment Banking
1 6 (11.32%) Law
2 2 (3.77%) Finance
Job Titles
1 29 (54.72%) Developer
2 14 (26.42%) Java Developer
3 8 (15.09%) .NET Developer
4 6 (11.32%) DevOps Engineer
4 6 (11.32%) Java Engineer
4 6 (11.32%) Software Engineer
5 5 (9.43%) Software Developer
6 4 (7.55%) C# .NET Developer
6 4 (7.55%) C# Developer
6 4 (7.55%) Development Engineer
6 4 (7.55%) Full Stack Developer
6 4 (7.55%) Integration Developer
7 3 (5.66%) Applications Specialist
7 3 (5.66%) Designer
7 3 (5.66%) Java Software Engineer
7 3 (5.66%) Senior .NET Developer
7 3 (5.66%) Senior Developer
7 3 (5.66%) Senior Software Engineer
7 3 (5.66%) Solutions Designer
8 2 (3.77%) Support Specialist
Libraries, Frameworks & Software Standards
1 16 (30.19%) AngularJS
1 16 (30.19%) React
2 15 (28.30%) .NET
3 13 (24.53%) HTML
3 13 (24.53%) Node.js
4 12 (22.64%) HTML5
5 9 (16.98%) ASP.NET
5 9 (16.98%) ASP.NET MVC
5 9 (16.98%) RabbitMQ
5 9 (16.98%) REST
5 9 (16.98%) Spring
6 8 (15.09%) .NET Core
6 8 (15.09%) LESS
6 8 (15.09%) Sass
7 7 (13.21%) Hibernate
8 6 (11.32%) Ajax
8 6 (11.32%) JMS
8 6 (11.32%) RESTful
9 5 (9.43%) Spring Boot
10 4 (7.55%) Vue.js
Miscellaneous
1 11 (20.75%) Greenfield Project
2 2 (3.77%) User Experience
3 1 (1.89%) Fintech
3 1 (1.89%) Mobile App
Operating Systems
1 13 (24.53%) Linux
2 5 (9.43%) Red Hat Enterprise Linux
3 4 (7.55%) AIX
3 4 (7.55%) Windows
4 2 (3.77%) Unix
5 1 (1.89%) Apple iOS
Processes & Methodologies
1 33 (62.26%) Agile Software Development
2 15 (28.30%) TDD
3 14 (26.42%) Microservices
4 13 (24.53%) SDLC
5 12 (22.64%) DevOps
5 12 (22.64%) MVC
5 12 (22.64%) Scrum
6 9 (16.98%) OO
6 9 (16.98%) Software Engineering
7 8 (15.09%) BDD
8 7 (13.21%) Collaborative Working
8 7 (13.21%) Deployment Automation
8 7 (13.21%) Wealth Management
9 6 (11.32%) Problem-Solving
9 6 (11.32%) Risk Management
9 6 (11.32%) Test Automation
10 5 (9.43%) Continuous Integration
10 5 (9.43%) Load Balancing
10 5 (9.43%) Open Source
10 5 (9.43%) Waterfall
Programming Languages
1 31 (58.49%) Java
2 23 (43.40%) SQL
3 21 (39.62%) JavaScript
4 15 (28.30%) Python
5 10 (18.87%) C#
5 10 (18.87%) PL/SQL
6 9 (16.98%) Java 8
7 8 (15.09%) Ruby
8 7 (13.21%) T-SQL
8 7 (13.21%) TypeScript
9 5 (9.43%) Bash Shell
10 4 (7.55%) C++
10 4 (7.55%) ES6
11 3 (5.66%) C
11 3 (5.66%) Clojure
11 3 (5.66%) Scala
12 1 (1.89%) Objective-C
12 1 (1.89%) PHP
Qualifications
1 4 (7.55%) Degree
1 4 (7.55%) Security Cleared
2 3 (5.66%) BPSS Clearance
3 1 (1.89%) MCP
3 1 (1.89%) MCSD
3 1 (1.89%) Microsoft Certification
Quality Assurance & Compliance
1 3 (5.66%) QA
System Software
1 17 (32.08%) Docker
2 1 (1.89%) LXC
2 1 (1.89%) OpenAM
2 1 (1.89%) Virtual Machines
2 1 (1.89%) VirtualBox
Systems Management
1 12 (22.64%) Opscode Chef
2 8 (15.09%) Ansible
2 8 (15.09%) Puppet
3 6 (11.32%) Graphite
4 5 (9.43%) HAProxy
4 5 (9.43%) Icinga
4 5 (9.43%) Packer
4 5 (9.43%) Terraform
5 4 (7.55%) BladeLogic
6 3 (5.66%) Cobbler
Vendors
1 20 (37.74%) Oracle
2 5 (9.43%) Microsoft
2 5 (9.43%) VMware
3 4 (7.55%) Google
3 4 (7.55%) MuleSoft
3 4 (7.55%) TIBCO
4 3 (5.66%) IBM
4 3 (5.66%) Informatica
4 3 (5.66%) Sybase
5 2 (3.77%) Cognizant
6 1 (1.89%) Sencha