Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 80 71 98
Rank change year-on-year -9 +27 +42
Permanent jobs citing MongoDB 78 82 58
As % of all permanent IT jobs advertised in Glasgow 3.49% 3.56% 2.50%
As % of the Database & Business Intelligence category 8.32% 8.32% 6.36%
Number of salaries quoted 51 57 15
Glasgow median annual salary £40,000 £40,000 £44,250
Median salary % change year-on-year - -9.60% -41.00%
10th Percentile £30,472 £33,750 £34,325
90th Percentile £56,250 £80,000 £67,300
Scotland median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% -7.78%

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 937 985 912
As % of all permanent IT jobs advertised in Glasgow 41.91% 42.75% 39.33%
Number of salaries quoted 716 573 404
Glasgow median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £32,500 £30,850 £28,500
90th Percentile £66,250 £70,000 £62,500
Scotland median annual salary £45,000 £41,500 £43,500
% change year-on-year +8.43% -4.60% +4.19%

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 25 September 2018.

Salary histogram for MongoDB in Glasgow

For the 6 months to 25 September 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 51 (65.38%) Agile Software Development
2 38 (48.72%) Oracle
3 36 (46.15%) Java
4 35 (44.87%) SQL
5 31 (39.74%) NoSQL
6 29 (37.18%) Docker
7 28 (35.90%) Amazon AWS
7 28 (35.90%) SQL Server
7 28 (35.90%) .NET
8 24 (30.77%) Git (software)
8 24 (30.77%) React
8 24 (30.77%) SDLC
9 23 (29.49%) JavaScript
9 23 (29.49%) MVC
10 22 (28.21%) Python
10 22 (28.21%) ASP.NET
10 22 (28.21%) ASP.NET MVC
11 21 (26.92%) .NET Core
11 21 (26.92%) PL/SQL
12 20 (25.64%) T-SQL
12 20 (25.64%) Collaborative Working
12 20 (25.64%) REST
12 20 (25.64%) AngularJS
12 20 (25.64%) Opscode Chef
13 19 (24.36%) Microservices
14 18 (23.08%) DevOps
14 18 (23.08%) Relational Database
14 18 (23.08%) Linux
15 17 (21.79%) Microsoft Azure
15 17 (21.79%) Node.js

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 12 (15.38%) JBoss
2 7 (8.97%) Jetty
2 7 (8.97%) Tomcat
3 6 (7.69%) WebLogic
4 4 (5.13%) WebSphere
5 2 (2.56%) Apache Spark
6 1 (1.28%) Apache
6 1 (1.28%) Mule
Cloud Services
1 28 (35.90%) Amazon AWS
2 17 (21.79%) Microsoft Azure
3 11 (14.10%) Google Cloud Platform
3 11 (14.10%) npm
4 4 (5.13%) GitHub
5 3 (3.85%) PaaS
6 1 (1.28%) Cloud Computing
6 1 (1.28%) SaaS
Communications & Networking
1 9 (11.54%) Firewall
2 3 (3.85%) AMQP
Database & Business Intelligence
1 31 (39.74%) NoSQL
2 28 (35.90%) SQL Server
3 18 (23.08%) Relational Database
4 14 (17.95%) RDBMS
5 12 (15.38%) MySQL
6 7 (8.97%) Big Data
6 7 (8.97%) Oracle Database
7 6 (7.69%) Apache Cassandra
7 6 (7.69%) Couchbase
7 6 (7.69%) Hadoop
8 5 (6.41%) DB2
8 5 (6.41%) Redis
9 4 (5.13%) Riak
10 1 (1.28%) Azure SQL Database
10 1 (1.28%) Oracle Database 12c
10 1 (1.28%) RavenDB
10 1 (1.28%) SQL Server 2016
Development Applications
1 24 (30.77%) Git (software)
2 14 (17.95%) Jenkins
2 14 (17.95%) Vagrant
3 9 (11.54%) Artifactory
3 9 (11.54%) Cucumber
3 9 (11.54%) GitLab
3 9 (11.54%) GoCD
3 9 (11.54%) JIRA
3 9 (11.54%) Maven
3 9 (11.54%) Selenium
3 9 (11.54%) Sonatype Nexus
3 9 (11.54%) Subversion
3 9 (11.54%) Team Foundation Server
3 9 (11.54%) TeamCity
4 5 (6.41%) JUnit
5 4 (5.13%) FitNesse
6 3 (3.85%) CA Release Automation
7 2 (2.56%) Oracle Forms
General
1 5 (6.41%) Banking
1 5 (6.41%) Investment Banking
1 5 (6.41%) Law
2 1 (1.28%) Finance
Job Titles
1 41 (52.56%) Developer
2 15 (19.23%) .NET Developer
3 14 (17.95%) Java Developer
4 12 (15.38%) C# .NET Developer
4 12 (15.38%) C# Developer
5 10 (12.82%) DevOps Engineer
5 10 (12.82%) Software Developer
6 9 (11.54%) Software Engineer
7 7 (8.97%) Architect
7 7 (8.97%) Java Engineer
8 6 (7.69%) Java Software Engineer
9 5 (6.41%) Analyst
9 5 (6.41%) Release Analyst
9 5 (6.41%) Solutions Architect
10 4 (5.13%) Integration Developer
11 3 (3.85%) Designer
11 3 (3.85%) Objective-C Engineer
11 3 (3.85%) Python Engineer
11 3 (3.85%) Python Software Engineer
11 3 (3.85%) Senior Developer
Libraries, Frameworks & Software Standards
1 28 (35.90%) .NET
2 24 (30.77%) React
3 22 (28.21%) ASP.NET
3 22 (28.21%) ASP.NET MVC
4 21 (26.92%) .NET Core
5 20 (25.64%) AngularJS
5 20 (25.64%) REST
6 17 (21.79%) Node.js
7 14 (17.95%) LESS
7 14 (17.95%) Sass
8 13 (16.67%) RabbitMQ
9 12 (15.38%) HTML
10 11 (14.10%) Hibernate
10 11 (14.10%) HTML5
10 11 (14.10%) Spring
10 11 (14.10%) Vue.js
11 9 (11.54%) Elastic Stack
12 6 (7.69%) Redux
13 5 (6.41%) Spring Boot
14 4 (5.13%) JMS
Miscellaneous
1 11 (14.10%) Greenfield Project
2 3 (3.85%) Mobile App
2 3 (3.85%) User Experience
3 1 (1.28%) Fintech
Operating Systems
1 18 (23.08%) Linux
2 9 (11.54%) Red Hat Enterprise Linux
3 3 (3.85%) AIX
3 3 (3.85%) Apple iOS
3 3 (3.85%) Windows
4 2 (2.56%) Unix
Processes & Methodologies
1 51 (65.38%) Agile Software Development
2 24 (30.77%) SDLC
3 23 (29.49%) MVC
4 20 (25.64%) Collaborative Working
5 19 (24.36%) Microservices
6 18 (23.08%) DevOps
7 16 (20.51%) TDD
8 13 (16.67%) Scrum
9 12 (15.38%) Software Engineering
10 11 (14.10%) OO
10 11 (14.10%) Open Source
11 10 (12.82%) Continuous Integration
12 9 (11.54%) Continuous Delivery
12 9 (11.54%) Customer Requirements
12 9 (11.54%) Load Balancing
12 9 (11.54%) TOGAF
13 8 (10.26%) BDD
13 8 (10.26%) Deployment Automation
13 8 (10.26%) Test Automation
14 7 (8.97%) Extreme Programming
Programming Languages
1 36 (46.15%) Java
2 35 (44.87%) SQL
3 23 (29.49%) JavaScript
4 22 (28.21%) Python
5 21 (26.92%) PL/SQL
6 20 (25.64%) T-SQL
7 16 (20.51%) C#
7 16 (20.51%) Java 8
8 12 (15.38%) TypeScript
9 11 (14.10%) ES6
10 9 (11.54%) Ruby
11 7 (8.97%) Bash Shell
11 7 (8.97%) Clojure
12 6 (7.69%) C++
13 3 (3.85%) C
13 3 (3.85%) Objective-C
13 3 (3.85%) Scala
14 1 (1.28%) PHP
Qualifications
1 11 (14.10%) Security Cleared
2 9 (11.54%) BPSS Clearance
3 5 (6.41%) Degree
3 5 (6.41%) ITIL Certification
4 1 (1.28%) MCP
4 1 (1.28%) MCSD
4 1 (1.28%) Microsoft Certification
Quality Assurance & Compliance
1 3 (3.85%) QA
System Software
1 29 (37.18%) Docker
2 1 (1.28%) LXC
2 1 (1.28%) OpenAM
2 1 (1.28%) VirtualBox
2 1 (1.28%) VMware Infrastructure
Systems Management
1 20 (25.64%) Opscode Chef
2 17 (21.79%) Puppet
3 14 (17.95%) Ansible
4 10 (12.82%) Graphite
5 9 (11.54%) HAProxy
5 9 (11.54%) Icinga
5 9 (11.54%) Packer
5 9 (11.54%) Terraform
6 4 (5.13%) Cobbler
7 3 (3.85%) BladeLogic
Vendors
1 38 (48.72%) Oracle
2 11 (14.10%) Google
3 10 (12.82%) Microsoft
3 10 (12.82%) VMware
4 5 (6.41%) Sybase
5 4 (5.13%) MuleSoft
5 4 (5.13%) TIBCO
6 3 (3.85%) IBM
6 3 (3.85%) Informatica