Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 84 62 76
Rank change year-on-year -22 +14 +48
Permanent jobs citing MongoDB 58 102 51
As % of all permanent IT jobs advertised in Glasgow 2.91% 4.62% 2.67%
As % of the Database & Business Intelligence category 7.11% 12.64% 6.77%
Number of salaries quoted 30 44 36
Glasgow median annual salary £42,625 £45,000 £40,000
Median salary % change year-on-year -5.28% +12.50% -20.00%
10th Percentile £32,125 £31,500 £33,750
90th Percentile £60,300 £67,500 £60,000
Scotland median annual salary £47,500 £45,000 £40,000
% change year-on-year +5.56% +12.50% -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 816 807 753
As % of all permanent IT jobs advertised in Glasgow 40.98% 36.58% 39.47%
Number of salaries quoted 600 509 419
Glasgow median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +11.80%
10th Percentile £32,500 £31,500 £31,220
90th Percentile £65,000 £62,750 £61,250
Scotland median annual salary £45,000 £42,500 £42,750
% change year-on-year +5.88% -0.58% +3.01%

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 18 January 2019.

Salary histogram for MongoDB in Glasgow

For the 6 months to 18 January 2019, 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 30 (51.72%) Agile Software Development
2 29 (50.00%) Java
3 28 (48.28%) JavaScript
4 22 (37.93%) Python
5 21 (36.21%) AngularJS
6 20 (34.48%) Amazon AWS
6 20 (34.48%) Linux
7 19 (32.76%) NoSQL
8 18 (31.03%) Node.js
9 17 (29.31%) TDD
10 16 (27.59%) Oracle
11 15 (25.86%) SQL Server
11 15 (25.86%) Scrum
11 15 (25.86%) Git (software)
11 15 (25.86%) DevOps
11 15 (25.86%) Microservices
12 14 (24.14%) Big Data
13 13 (22.41%) Microsoft Azure
13 13 (22.41%) Docker
13 13 (22.41%) Greenfield Project
13 13 (22.41%) Software Engineering
13 13 (22.41%) SOA
14 12 (20.69%) MVC
14 12 (20.69%) SQL
14 12 (20.69%) .NET
14 12 (20.69%) HTML
14 12 (20.69%) MySQL
14 12 (20.69%) Continuous Integration
14 12 (20.69%) React
14 12 (20.69%) BDD

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 5 (8.62%) JBoss
1 5 (8.62%) SAS
2 3 (5.17%) Apache
3 2 (3.45%) Cloud Foundry
4 1 (1.72%) Elasticsearch
4 1 (1.72%) Jetty
4 1 (1.72%) Tomcat
4 1 (1.72%) WebLogic
4 1 (1.72%) WebSphere
Cloud Services
1 20 (34.48%) Amazon AWS
2 13 (22.41%) Microsoft Azure
3 5 (8.62%) GitHub
4 3 (5.17%) SaaS
5 2 (3.45%) PaaS
6 1 (1.72%) Google Cloud Platform
Communications & Networking
1 7 (12.07%) Firewall
Database & Business Intelligence
1 19 (32.76%) NoSQL
2 15 (25.86%) SQL Server
3 14 (24.14%) Big Data
4 12 (20.69%) MySQL
5 11 (18.97%) Apache Cassandra
6 10 (17.24%) Relational Database
7 7 (12.07%) RDBMS
8 6 (10.34%) Data Warehouse
8 6 (10.34%) Hadoop
8 6 (10.34%) Neo4j
9 5 (8.62%) BusinessObjects
9 5 (8.62%) QlikView
10 2 (3.45%) Azure SQL Database
10 2 (3.45%) OLTP
10 2 (3.45%) Oracle Database
10 2 (3.45%) Oracle Database 12c
10 2 (3.45%) PostgreSQL
11 1 (1.72%) RavenDB
11 1 (1.72%) Redis
11 1 (1.72%) SQL Server 2016
Development Applications
1 15 (25.86%) Git (software)
2 11 (18.97%) Jenkins
2 11 (18.97%) Subversion
3 10 (17.24%) Artifactory
3 10 (17.24%) Maven
3 10 (17.24%) Sonatype Nexus
3 10 (17.24%) TeamCity
4 9 (15.52%) GitLab
4 9 (15.52%) GoCD
4 9 (15.52%) Vagrant
5 5 (8.62%) ERwin
6 4 (6.90%) CA Release Automation
7 3 (5.17%) Cucumber
7 3 (5.17%) Oracle Forms
8 2 (3.45%) Gradle
8 2 (3.45%) Team Foundation Server
9 1 (1.72%) JIRA
9 1 (1.72%) JUnit
9 1 (1.72%) Selenium
9 1 (1.72%) Visual Studio
General
1 8 (13.79%) Finance
2 6 (10.34%) Banking
3 5 (8.62%) Investment Banking
3 5 (8.62%) Law
4 1 (1.72%) Retail Banking
Job Titles
1 16 (27.59%) Developer
2 12 (20.69%) Software Engineer
3 10 (17.24%) DevOps Engineer
4 5 (8.62%) Architect
4 5 (8.62%) Data Architect
4 5 (8.62%) Java Engineer
5 4 (6.90%) .NET Developer
5 4 (6.90%) Development Engineer
5 4 (6.90%) Java Developer
6 3 (5.17%) Applications Specialist
6 3 (5.17%) Designer
6 3 (5.17%) Full Stack Developer
6 3 (5.17%) PHP Developer
6 3 (5.17%) Senior .NET Developer
6 3 (5.17%) Senior Developer
6 3 (5.17%) Senior Software Engineer
6 3 (5.17%) Software Developer
6 3 (5.17%) Solutions Designer
7 2 (3.45%) Applications Support
7 2 (3.45%) Support Specialist
Libraries, Frameworks & Software Standards
1 21 (36.21%) AngularJS
2 18 (31.03%) Node.js
3 12 (20.69%) .NET
3 12 (20.69%) HTML
3 12 (20.69%) React
4 11 (18.97%) Elastic Stack
4 11 (18.97%) HTML5
5 10 (17.24%) RabbitMQ
6 7 (12.07%) RESTful
6 7 (12.07%) Spring
7 6 (10.34%) ActiveMQ
7 6 (10.34%) Ajax
7 6 (10.34%) Apache Camel
7 6 (10.34%) Apache CXF
7 6 (10.34%) ASP.NET
7 6 (10.34%) CGI
8 5 (8.62%) ASP.NET MVC
8 5 (8.62%) Middleware
9 4 (6.90%) CSS
9 4 (6.90%) Web Services
Miscellaneous
1 13 (22.41%) Greenfield Project
2 3 (5.17%) User Experience
3 1 (1.72%) Fintech
3 1 (1.72%) Public Cloud
Operating Systems
1 20 (34.48%) Linux
2 9 (15.52%) Red Hat Enterprise Linux
3 6 (10.34%) CentOS
3 6 (10.34%) Ubuntu
4 5 (8.62%) AIX
5 4 (6.90%) Windows
6 2 (3.45%) Unix
7 1 (1.72%) Android
7 1 (1.72%) Apple iOS
7 1 (1.72%) Solaris
Processes & Methodologies
1 30 (51.72%) Agile Software Development
2 17 (29.31%) TDD
3 15 (25.86%) DevOps
3 15 (25.86%) Microservices
3 15 (25.86%) Scrum
4 13 (22.41%) SOA
4 13 (22.41%) Software Engineering
5 12 (20.69%) BDD
5 12 (20.69%) Continuous Integration
5 12 (20.69%) MVC
6 11 (18.97%) Analytics
7 10 (17.24%) Big Data Analytics
7 10 (17.24%) Data Analytics
7 10 (17.24%) Open Source
8 9 (15.52%) Load Balancing
9 8 (13.79%) Continuous Delivery
9 8 (13.79%) OO
9 8 (13.79%) Problem-Solving
10 7 (12.07%) SDLC
11 6 (10.34%) Prototyping
Programming Languages
1 29 (50.00%) Java
2 28 (48.28%) JavaScript
3 22 (37.93%) Python
4 12 (20.69%) SQL
5 10 (17.24%) C#
6 6 (10.34%) Jython
7 5 (8.62%) Java 8
8 4 (6.90%) PL/SQL
8 4 (6.90%) Ruby
8 4 (6.90%) TypeScript
9 3 (5.17%) C
9 3 (5.17%) C++
9 3 (5.17%) PHP
9 3 (5.17%) Scala
10 2 (3.45%) Clojure
11 1 (1.72%) Bash Shell
Qualifications
1 4 (6.90%) Degree
1 4 (6.90%) Security Cleared
2 2 (3.45%) MCP
2 2 (3.45%) MCSD
2 2 (3.45%) Microsoft Certification
Quality Assurance & Compliance
1 6 (10.34%) Data Quality
System Software
1 13 (22.41%) Docker
2 2 (3.45%) Virtual Machines
Systems Management
1 9 (15.52%) Ansible
1 9 (15.52%) Graphite
1 9 (15.52%) HAProxy
1 9 (15.52%) Icinga
1 9 (15.52%) Packer
1 9 (15.52%) Terraform
2 4 (6.90%) BladeLogic
2 4 (6.90%) Opscode Chef
3 1 (1.72%) Enterprise Manager Cloud Control
3 1 (1.72%) Oracle Flashback
3 1 (1.72%) Oracle RMAN
Vendors
1 16 (27.59%) Oracle
2 9 (15.52%) VMware
3 7 (12.07%) Microsoft
4 6 (10.34%) TIBCO
5 5 (8.62%) Cloudera
5 5 (8.62%) Informatica
5 5 (8.62%) SAP
5 5 (8.62%) Tableau
5 5 (8.62%) Vertica
6 2 (3.45%) Cognizant
7 1 (1.72%) Google
7 1 (1.72%) Sencha
7 1 (1.72%) Serena