Period
to 21 July 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 21 July 2019 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
21 Jul 2019
Same period 2018 Same period 2017
Rank 99 71 84
Rank change year-on-year -28 +13 +43
Permanent jobs citing MongoDB 36 104 66
As % of all permanent IT jobs advertised in Glasgow 1.92% 4.25% 2.96%
As % of the Database & Business Intelligence category 5.15% 10.28% 6.48%
Number of salaries quoted 18 83 68
Glasgow median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -30.43%
10th Percentile £34,250 £32,500 £35,000
90th Percentile £74,375 £55,526 £80,000
Scotland median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% -3.61%

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 699 1,012 1,018
As % of all permanent IT jobs advertised in Glasgow 37.28% 41.36% 45.63%
Number of salaries quoted 488 762 583
Glasgow median annual salary £45,500 £45,000 £45,000
Median salary % change year-on-year +1.11% - +5.88%
10th Percentile £32,500 £32,500 £28,800
90th Percentile £65,000 £71,250 £71,250
Scotland median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -2.30%

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 July 2019.

Salary histogram for MongoDB in Glasgow

For the 6 months to 21 July 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 18 (50.00%) NoSQL
2 16 (44.44%) JavaScript
3 14 (38.89%) Java
3 14 (38.89%) Microsoft Azure
4 11 (30.56%) Python
4 11 (30.56%) Node.js
5 10 (27.78%) Big Data
5 10 (27.78%) AngularJS
6 9 (25.00%) Machine Learning
6 9 (25.00%) Amazon AWS
6 9 (25.00%) Agile Software Development
7 8 (22.22%) TDD
7 8 (22.22%) Open Source
7 8 (22.22%) Continuous Integration
7 8 (22.22%) Linux
7 8 (22.22%) SQL Server
7 8 (22.22%) Docker
8 7 (19.44%) Apache Camel
8 7 (19.44%) Open Source Development
8 7 (19.44%) Analytics
8 7 (19.44%) MVC
8 7 (19.44%) TeamCity
8 7 (19.44%) Git (software)
9 6 (16.67%) HTML5
9 6 (16.67%) Software Engineering
9 6 (16.67%) Scrum
9 6 (16.67%) Internet
9 6 (16.67%) HTML
9 6 (16.67%) SQL
9 6 (16.67%) DevOps

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 4 (11.11%) JBoss
2 3 (8.33%) Jetty
2 3 (8.33%) SAS
2 3 (8.33%) Tomcat
2 3 (8.33%) WebLogic
3 2 (5.56%) Apache
4 1 (2.78%) Apache Spark
4 1 (2.78%) Elasticsearch
Cloud Services
1 14 (38.89%) Microsoft Azure
2 9 (25.00%) Amazon AWS
3 1 (2.78%) Amazon CloudWatch
3 1 (2.78%) AWS Lambda
3 1 (2.78%) SaaS
3 1 (2.78%) Serverless
Communications & Networking
1 6 (16.67%) Internet
2 4 (11.11%) Firewall
Database & Business Intelligence
1 18 (50.00%) NoSQL
2 10 (27.78%) Big Data
3 8 (22.22%) SQL Server
4 4 (11.11%) Hadoop
4 4 (11.11%) MySQL
5 3 (8.33%) Apache Cassandra
5 3 (8.33%) BusinessObjects
5 3 (8.33%) Data Warehouse
5 3 (8.33%) QlikView
5 3 (8.33%) Redis
5 3 (8.33%) Riak
6 2 (5.56%) Cosmos DB
6 2 (5.56%) Data Mining
6 2 (5.56%) Oracle Database
6 2 (5.56%) Oracle Database 12c
7 1 (2.78%) Apache Hive
7 1 (2.78%) Azure SQL Database
7 1 (2.78%) Oracle Database 10g
7 1 (2.78%) Oracle Database 11g
7 1 (2.78%) Relational Database
Development Applications
1 7 (19.44%) Git (software)
1 7 (19.44%) TeamCity
2 5 (13.89%) Artifactory
2 5 (13.89%) GitLab
2 5 (13.89%) GoCD
2 5 (13.89%) Jenkins
2 5 (13.89%) Maven
2 5 (13.89%) Sonatype Nexus
2 5 (13.89%) Subversion
2 5 (13.89%) Vagrant
3 3 (8.33%) ERwin
4 2 (5.56%) Visual Studio Team System
5 1 (2.78%) Grunt
5 1 (2.78%) gulp
5 1 (2.78%) Oracle Forms
5 1 (2.78%) Team Foundation Server
General
1 3 (8.33%) Banking
1 3 (8.33%) Finance
2 1 (2.78%) Legal
Job Titles
1 17 (47.22%) Developer
2 6 (16.67%) Architect
2 6 (16.67%) Open Source Developer
3 5 (13.89%) DevOps Engineer
3 5 (13.89%) Software Engineer
4 4 (11.11%) Senior Developer
5 3 (8.33%) .NET Developer
5 3 (8.33%) Senior .NET Developer
5 3 (8.33%) Software Developer
5 3 (8.33%) Technical Architect
6 2 (5.56%) Consultant
6 2 (5.56%) DBA
6 2 (5.56%) Java Developer
6 2 (5.56%) Java Engineer
6 2 (5.56%) Java Software Engineer
6 2 (5.56%) PHP Developer
6 2 (5.56%) Solutions Architect
7 1 (2.78%) Administrator
7 1 (2.78%) Lead Developer
7 1 (2.78%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 11 (30.56%) Node.js
2 10 (27.78%) AngularJS
3 7 (19.44%) Apache Camel
4 6 (16.67%) HTML
4 6 (16.67%) HTML5
5 5 (13.89%) .NET
5 5 (13.89%) ASP.NET
5 5 (13.89%) ASP.NET MVC
5 5 (13.89%) Elastic Stack
5 5 (13.89%) RabbitMQ
6 4 (11.11%) .NET Core
7 3 (8.33%) Web Services
8 2 (5.56%) .NET Framework
8 2 (5.56%) Entity Framework
8 2 (5.56%) Kafka
8 2 (5.56%) Middleware
8 2 (5.56%) NHibernate
8 2 (5.56%) REST
8 2 (5.56%) RESTful
8 2 (5.56%) SOAP
Miscellaneous
1 6 (16.67%) Internet of Things
2 3 (8.33%) Greenfield Project
3 1 (2.78%) Algorithms
3 1 (2.78%) IVR
Operating Systems
1 8 (22.22%) Linux
2 5 (13.89%) Red Hat Enterprise Linux
3 1 (2.78%) AIX
3 1 (2.78%) CentOS
3 1 (2.78%) Solaris
3 1 (2.78%) Ubuntu
Processes & Methodologies
1 9 (25.00%) Agile Software Development
1 9 (25.00%) Machine Learning
2 8 (22.22%) Continuous Integration
2 8 (22.22%) Open Source
2 8 (22.22%) TDD
3 7 (19.44%) Analytics
3 7 (19.44%) MVC
3 7 (19.44%) Open Source Development
4 6 (16.67%) DevOps
4 6 (16.67%) Scrum
4 6 (16.67%) Software Engineering
5 5 (13.89%) Continuous Delivery
5 5 (13.89%) Load Balancing
6 4 (11.11%) Big Data Analytics
6 4 (11.11%) Data Analytics
6 4 (11.11%) Data Modelling
6 4 (11.11%) Data Visualisation
6 4 (11.11%) Infrastructure as Code
6 4 (11.11%) SOA
6 4 (11.11%) Visualisation
Programming Languages
1 16 (44.44%) JavaScript
2 14 (38.89%) Java
3 11 (30.56%) Python
4 6 (16.67%) SQL
5 5 (13.89%) C#
6 3 (8.33%) Bash Shell
6 3 (8.33%) PHP
6 3 (8.33%) Ruby
7 2 (5.56%) PL/SQL
7 2 (5.56%) PowerShell
7 2 (5.56%) T-SQL
8 1 (2.78%) C++
8 1 (2.78%) Jython
8 1 (2.78%) R
8 1 (2.78%) Scala
Qualifications
1 1 (2.78%) MCP
1 1 (2.78%) MCSD
1 1 (2.78%) Microsoft Certification
1 1 (2.78%) PhD
1 1 (2.78%) Security Cleared
Quality Assurance & Compliance
1 3 (8.33%) QA
System Software
1 8 (22.22%) Docker
2 1 (2.78%) Virtual Machines
Systems Management
1 5 (13.89%) Ansible
1 5 (13.89%) Graphite
1 5 (13.89%) HAProxy
1 5 (13.89%) Icinga
1 5 (13.89%) Packer
1 5 (13.89%) Terraform
2 3 (8.33%) Kubernetes
3 1 (2.78%) Enterprise Manager Cloud Control
3 1 (2.78%) Oracle Flashback
3 1 (2.78%) Oracle RMAN
Vendors
1 5 (13.89%) Informatica
1 5 (13.89%) Microsoft
1 5 (13.89%) VMware
2 4 (11.11%) Oracle
3 3 (8.33%) Cloudera
3 3 (8.33%) SAP
3 3 (8.33%) Tableau
3 3 (8.33%) TIBCO
3 3 (8.33%) Vertica
4 1 (2.78%) Sybase