Period
to 25 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 May 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
25 May 2019
Same period 2018 Same period 2017
Rank 137 107 102
Rank change year-on-year -30 -5 +79
Permanent jobs citing MongoDB 89 150 104
As % of all permanent IT jobs advertised in Scotland 1.68% 2.61% 2.21%
As % of the Database & Business Intelligence category 5.22% 8.06% 5.77%
Number of salaries quoted 53 115 82
Scotland median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -11.11%
10th Percentile £29,500 £32,500 £33,750
90th Percentile £75,000 £55,600 £80,000
UK median annual salary £59,500 £52,500 £55,000
% change year-on-year +13.33% -4.55% -

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,704 1,860 1,803
As % of all permanent IT jobs advertised in Scotland 32.10% 32.34% 38.34%
Number of salaries quoted 1,143 1,336 1,136
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £30,000 £30,000 £28,250
90th Percentile £65,600 £70,000 £69,000
UK median annual salary £52,095 £50,000 £47,500
% change year-on-year +4.19% +5.26% -

MongoDB
Job Vacancy Trend in Scotland

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

Job vacancy trend for MongoDB in Scotland

MongoDB
Salary Trend in Scotland

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

Salary trend for MongoDB in Scotland

MongoDB
Salary Histogram in Scotland

The salary distribution of IT jobs citing MongoDB in Scotland over the 6 months to 25 May 2019.

Salary histogram for MongoDB in Scotland

MongoDB
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MongoDB within the Scotland region over the 6 months to 25 May 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -8 57 £42,500 +1.19%
Edinburgh -18 31 £42,500 -5.56% 1
MongoDB
UK

For the 6 months to 25 May 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 Scotland region with a requirement for MongoDB.

1 43 (48.31%) Java
2 39 (43.82%) JavaScript
3 38 (42.70%) Agile Software Development
4 37 (41.57%) Python
5 33 (37.08%) NoSQL
6 32 (35.96%) Node.js
7 30 (33.71%) Microsoft Azure
8 28 (31.46%) Big Data
9 27 (30.34%) Amazon AWS
10 26 (29.21%) AngularJS
10 26 (29.21%) Scrum
11 22 (24.72%) DevOps
12 21 (23.60%) Analytics
12 21 (23.60%) Linux
13 20 (22.47%) Software Engineering
14 18 (20.22%) Microservices
14 18 (20.22%) RabbitMQ
14 18 (20.22%) Continuous Integration
15 17 (19.10%) Docker
15 17 (19.10%) Data Modelling
16 16 (17.98%) HTML
16 16 (17.98%) MySQL
16 16 (17.98%) MVC
17 15 (16.85%) Spring
17 15 (16.85%) TDD
17 15 (16.85%) SOA
17 15 (16.85%) Apache Cassandra
17 15 (16.85%) Git (software)
17 15 (16.85%) Open Source
18 14 (15.73%) Data Analytics

MongoDB
Co-occurring IT Skills in Scotland 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 8 (8.99%) JBoss
1 8 (8.99%) SAS
2 5 (5.62%) Apache Spark
2 5 (5.62%) Confluence
3 4 (4.49%) Apache
4 3 (3.37%) Jetty
4 3 (3.37%) Tomcat
4 3 (3.37%) WebLogic
5 2 (2.25%) Drupal
5 2 (2.25%) Elasticsearch
5 2 (2.25%) Umbraco
Business Applications
1 2 (2.25%) Magento
Cloud Services
1 30 (33.71%) Microsoft Azure
2 27 (30.34%) Amazon AWS
3 4 (4.49%) SaaS
4 3 (3.37%) Google Cloud Platform
5 2 (2.25%) GitHub
5 2 (2.25%) npm
6 1 (1.12%) Amazon CloudWatch
6 1 (1.12%) AWS Lambda
6 1 (1.12%) Serverless
Communications & Networking
1 6 (6.74%) Firewall
2 5 (5.62%) Internet
3 1 (1.12%) Broadband
Database & Business Intelligence
1 33 (37.08%) NoSQL
2 28 (31.46%) Big Data
3 16 (17.98%) MySQL
4 15 (16.85%) Apache Cassandra
5 14 (15.73%) SQL Server
6 13 (14.61%) Hadoop
6 13 (14.61%) Relational Database
7 10 (11.24%) Data Warehouse
8 9 (10.11%) PostgreSQL
9 8 (8.99%) BusinessObjects
9 8 (8.99%) QlikView
9 8 (8.99%) Redis
10 7 (7.87%) Neo4j
10 7 (7.87%) RDBMS
11 4 (4.49%) Oracle Database
11 4 (4.49%) Oracle Database 12c
12 3 (3.37%) Crystal Reports
12 3 (3.37%) Oracle Reports
12 3 (3.37%) Pentaho
12 3 (3.37%) Riak
Development Applications
1 15 (16.85%) Git (software)
2 12 (13.48%) Jenkins
3 11 (12.36%) Maven
4 9 (10.11%) Artifactory
4 9 (10.11%) Sonatype Nexus
4 9 (10.11%) TeamCity
5 8 (8.99%) Cucumber
5 8 (8.99%) ERwin
5 8 (8.99%) GitLab
5 8 (8.99%) GoCD
5 8 (8.99%) Subversion
5 8 (8.99%) Vagrant
6 6 (6.74%) JIRA
6 6 (6.74%) Selenium
7 3 (3.37%) Grunt
7 3 (3.37%) gulp
7 3 (3.37%) Oracle Forms
7 3 (3.37%) SonarQube
8 2 (2.25%) Gradle
8 2 (2.25%) Team Foundation Server
General
1 14 (15.73%) Finance
2 5 (5.62%) Banking
3 4 (4.49%) Marketing
4 2 (2.25%) Retail Banking
5 1 (1.12%) Electronics
5 1 (1.12%) Legal
5 1 (1.12%) Telecoms
Job Titles
1 33 (37.08%) Developer
2 16 (17.98%) Software Engineer
3 11 (12.36%) Architect
4 9 (10.11%) DevOps Engineer
5 8 (8.99%) Java Developer
6 6 (6.74%) Data Architect
6 6 (6.74%) Software Developer
7 4 (4.49%) Big Data Developer
7 4 (4.49%) Java Engineer
7 4 (4.49%) PHP Developer
7 4 (4.49%) Senior Developer
8 3 (3.37%) Analyst
8 3 (3.37%) Data Analyst
8 3 (3.37%) DBA
8 3 (3.37%) Open Source Developer
8 3 (3.37%) Principal Engineer
8 3 (3.37%) Principal Software Engineer
8 3 (3.37%) Technical Architect
9 2 (2.25%) Consultant
9 2 (2.25%) Solutions Architect
Libraries, Frameworks & Software Standards
1 32 (35.96%) Node.js
2 26 (29.21%) AngularJS
3 18 (20.22%) RabbitMQ
4 16 (17.98%) HTML
5 15 (16.85%) Spring
6 13 (14.61%) HTML5
7 12 (13.48%) .NET
8 11 (12.36%) Elastic Stack
8 11 (12.36%) Spring Boot
9 10 (11.24%) Apache Camel
9 10 (11.24%) React
10 9 (10.11%) CSS
11 8 (8.99%) ASP.NET
11 8 (8.99%) REST
12 7 (7.87%) ActiveMQ
12 7 (7.87%) Apache CXF
12 7 (7.87%) CSS3
12 7 (7.87%) jQuery
12 7 (7.87%) LESS
12 7 (7.87%) Middleware
Miscellaneous
1 10 (11.24%) Greenfield Project
2 6 (6.74%) User Experience
3 3 (3.37%) Analytical Skills
3 3 (3.37%) Internet of Things
3 3 (3.37%) Management Information System
4 1 (1.12%) Algorithms
4 1 (1.12%) IVR
4 1 (1.12%) Mobile App
4 1 (1.12%) Public Cloud
Operating Systems
1 21 (23.60%) Linux
2 8 (8.99%) CentOS
2 8 (8.99%) Red Hat Enterprise Linux
3 7 (7.87%) Ubuntu
4 2 (2.25%) AIX
4 2 (2.25%) Solaris
5 1 (1.12%) Android
5 1 (1.12%) Apple iOS
Processes & Methodologies
1 38 (42.70%) Agile Software Development
2 26 (29.21%) Scrum
3 22 (24.72%) DevOps
4 21 (23.60%) Analytics
5 20 (22.47%) Software Engineering
6 18 (20.22%) Continuous Integration
6 18 (20.22%) Microservices
7 17 (19.10%) Data Modelling
8 16 (17.98%) MVC
9 15 (16.85%) Open Source
9 15 (16.85%) SOA
9 15 (16.85%) TDD
10 14 (15.73%) Data Analytics
11 13 (14.61%) BDD
11 13 (14.61%) Big Data Analytics
11 13 (14.61%) Kanban
12 9 (10.11%) Data Architecture
12 9 (10.11%) Data Visualisation
12 9 (10.11%) Mentoring
12 9 (10.11%) Visualisation
Programming Languages
1 43 (48.31%) Java
2 39 (43.82%) JavaScript
3 37 (41.57%) Python
4 13 (14.61%) SQL
5 9 (10.11%) C#
5 9 (10.11%) PHP
6 7 (7.87%) ES6
6 7 (7.87%) Jython
6 7 (7.87%) Ruby
7 5 (5.62%) Java 8
8 4 (4.49%) PL/SQL
9 3 (3.37%) Bash Shell
9 3 (3.37%) T-SQL
9 3 (3.37%) TypeScript
10 2 (2.25%) C++
10 2 (2.25%) Kotlin
10 2 (2.25%) Perl
10 2 (2.25%) Scala
11 1 (1.12%) Clojure
11 1 (1.12%) R
Qualifications
1 6 (6.74%) Degree
1 6 (6.74%) Security Cleared
2 1 (1.12%) Computer Science Degree
2 1 (1.12%) MCP
2 1 (1.12%) MCSD
2 1 (1.12%) Microsoft Certification
2 1 (1.12%) PhD
Quality Assurance & Compliance
1 6 (6.74%) Data Quality
2 3 (3.37%) GDPR
2 3 (3.37%) QA
System Software
1 17 (19.10%) Docker
2 2 (2.25%) Virtual Machines
Systems Management
1 10 (11.24%) Terraform
2 8 (8.99%) Ansible
2 8 (8.99%) Graphite
2 8 (8.99%) HAProxy
2 8 (8.99%) Icinga
2 8 (8.99%) Packer
3 6 (6.74%) Kubernetes
4 2 (2.25%) Enterprise Manager Cloud Control
4 2 (2.25%) Oracle Flashback
4 2 (2.25%) Oracle RMAN
Vendors
1 13 (14.61%) Oracle
2 10 (11.24%) Informatica
3 9 (10.11%) Microsoft
4 8 (8.99%) Cloudera
4 8 (8.99%) SAP
4 8 (8.99%) Tableau
4 8 (8.99%) TIBCO
4 8 (8.99%) Vertica
4 8 (8.99%) VMware
5 3 (3.37%) Google
6 2 (2.25%) Sybase
7 1 (1.12%) Red Hat