Period
to 14 December 2018

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

MongoDB
UK > Scotland
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 159 98 96
Rank change year-on-year -61 -2 +74
Permanent jobs citing MongoDB 75 148 123
As % of all permanent IT jobs advertised in Scotland 1.41% 2.63% 2.46%
As % of the Database & Business Intelligence category 4.41% 7.74% 7.78%
Number of salaries quoted 43 73 94
Scotland median annual salary £47,500 £45,000 £40,750
Median salary % change year-on-year +5.56% +10.43% -18.50%
10th Percentile £27,750 £31,500 £33,750
90th Percentile £72,000 £67,500 £63,750
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 1,700 1,911 1,580
As % of all permanent IT jobs advertised in Scotland 32.06% 33.99% 31.61%
Number of salaries quoted 1,221 1,209 983
Scotland median annual salary £45,000 £42,500 £43,500
Median salary % change year-on-year +5.88% -2.30% +4.82%
10th Percentile £30,000 £28,000 £28,750
90th Percentile £66,250 £60,000 £62,500
UK median annual salary £50,165 £47,500 £47,500
% change year-on-year +5.61% - +5.56%

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 14 December 2018.

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 14 December 2018. 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 -42 43 £42,500 -5.56% 13
Edinburgh -19 32 £55,000 +22.22% 6
West Dunbartonshire - 1 £43,500 -
MongoDB
UK

For the 6 months to 14 December 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 Scotland region with a requirement for MongoDB.

1 43 (57.33%) Java
1 43 (57.33%) NoSQL
2 42 (56.00%) Agile Software Development
3 34 (45.33%) JavaScript
3 34 (45.33%) AngularJS
4 31 (41.33%) React
4 31 (41.33%) Git (software)
4 31 (41.33%) MySQL
5 30 (40.00%) Amazon AWS
6 29 (38.67%) Node.js
6 29 (38.67%) HTML
7 28 (37.33%) HTML5
8 27 (36.00%) SQL Server
9 26 (34.67%) SQL
10 25 (33.33%) Python
10 25 (33.33%) Relational Database
11 23 (30.67%) DevOps
11 23 (30.67%) Microsoft Azure
11 23 (30.67%) Oracle
12 22 (29.33%) CSS
13 21 (28.00%) Scrum
14 20 (26.67%) CSS3
14 20 (26.67%) Microservices
15 19 (25.33%) Continuous Integration
15 19 (25.33%) RDBMS
16 18 (24.00%) Linux
16 18 (24.00%) Selenium
16 18 (24.00%) Cucumber
17 17 (22.67%) BDD
17 17 (22.67%) LESS

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 12 (16.00%) Confluence
2 3 (4.00%) Apache Spark
3 2 (2.67%) Apache
3 2 (2.67%) Cloud Foundry
4 1 (1.33%) Elasticsearch
4 1 (1.33%) JBoss
4 1 (1.33%) Jetty
4 1 (1.33%) Mule
4 1 (1.33%) SAS
4 1 (1.33%) Tomcat
4 1 (1.33%) WebLogic
4 1 (1.33%) WebSphere
Cloud Services
1 30 (40.00%) Amazon AWS
2 23 (30.67%) Microsoft Azure
3 12 (16.00%) Slack
4 5 (6.67%) GitHub
5 3 (4.00%) PaaS
6 1 (1.33%) Google Cloud Platform
6 1 (1.33%) npm
6 1 (1.33%) SaaS
Communications & Networking
1 6 (8.00%) Firewall
Database & Business Intelligence
1 43 (57.33%) NoSQL
2 31 (41.33%) MySQL
3 27 (36.00%) SQL Server
4 25 (33.33%) Relational Database
5 19 (25.33%) RDBMS
6 16 (21.33%) Apache Cassandra
7 15 (20.00%) PostgreSQL
8 12 (16.00%) Big Data
8 12 (16.00%) SQLite
9 5 (6.67%) DB2
10 3 (4.00%) Crystal Reports
10 3 (4.00%) Oracle Reports
10 3 (4.00%) Pentaho
11 2 (2.67%) Hadoop
11 2 (2.67%) Oracle Database
12 1 (1.33%) BusinessObjects
12 1 (1.33%) Couchbase
12 1 (1.33%) Oracle Database 10g
12 1 (1.33%) Oracle Database 11g
12 1 (1.33%) QlikView
Development Applications
1 31 (41.33%) Git (software)
2 18 (24.00%) Cucumber
2 18 (24.00%) Selenium
3 13 (17.33%) Bitbucket
4 12 (16.00%) git-flow
5 9 (12.00%) Subversion
6 8 (10.67%) Jenkins
7 7 (9.33%) Artifactory
7 7 (9.33%) GitLab
7 7 (9.33%) GoCD
7 7 (9.33%) Maven
7 7 (9.33%) Sonatype Nexus
7 7 (9.33%) TeamCity
7 7 (9.33%) Vagrant
8 5 (6.67%) JUnit
9 4 (5.33%) CA Release Automation
9 4 (5.33%) JIRA
10 2 (2.67%) Oracle Forms
11 1 (1.33%) ERwin
11 1 (1.33%) QUnit
General
1 8 (10.67%) Banking
2 6 (8.00%) Finance
2 6 (8.00%) Investment Banking
2 6 (8.00%) Law
3 1 (1.33%) Advertising
Job Titles
1 36 (48.00%) Developer
2 20 (26.67%) Java Developer
3 9 (12.00%) Full Stack Developer
3 9 (12.00%) Java Engineer
4 7 (9.33%) DevOps Engineer
5 6 (8.00%) Lead Developer
5 6 (8.00%) Lead Java Developer
5 6 (8.00%) Software Engineer
6 5 (6.67%) Software Developer
7 4 (5.33%) .NET Developer
7 4 (5.33%) Designer
7 4 (5.33%) Development Engineer
7 4 (5.33%) Integration Developer
7 4 (5.33%) Solutions Designer
8 3 (4.00%) Analyst
8 3 (4.00%) Applications Specialist
8 3 (4.00%) Data Analyst
8 3 (4.00%) Senior Software Engineer
9 2 (2.67%) DBA
9 2 (2.67%) Support Specialist
Libraries, Frameworks & Software Standards
1 34 (45.33%) AngularJS
2 31 (41.33%) React
3 29 (38.67%) HTML
3 29 (38.67%) Node.js
4 28 (37.33%) HTML5
5 22 (29.33%) CSS
6 20 (26.67%) CSS3
7 17 (22.67%) LESS
8 15 (20.00%) .NET
9 13 (17.33%) RabbitMQ
10 12 (16.00%) jQuery
11 8 (10.67%) REST
11 8 (10.67%) RESTful
11 8 (10.67%) Twitter Bootstrap
12 7 (9.33%) Elastic Stack
12 7 (9.33%) Spring
12 7 (9.33%) Spring Boot
13 6 (8.00%) Ajax
13 6 (8.00%) ASP.NET
14 5 (6.67%) Hibernate
Miscellaneous
1 14 (18.67%) Greenfield Project
1 14 (18.67%) User Experience
2 4 (5.33%) Analytical Skills
3 3 (4.00%) Cloud Native
3 3 (4.00%) Management Information System
4 1 (1.33%) Algorithms
4 1 (1.33%) Data Structures
4 1 (1.33%) Fintech
Operating Systems
1 18 (24.00%) Linux
2 7 (9.33%) Red Hat Enterprise Linux
3 5 (6.67%) AIX
4 4 (5.33%) Windows
5 2 (2.67%) Unix
6 1 (1.33%) Solaris
Processes & Methodologies
1 42 (56.00%) Agile Software Development
2 23 (30.67%) DevOps
3 21 (28.00%) Scrum
4 20 (26.67%) Microservices
5 19 (25.33%) Continuous Integration
6 17 (22.67%) BDD
7 15 (20.00%) TDD
8 13 (17.33%) Multithreading
8 13 (17.33%) MVC
8 13 (17.33%) SDLC
9 12 (16.00%) Kanban
9 12 (16.00%) SOLID
9 12 (16.00%) Test Automation
10 9 (12.00%) OO
11 8 (10.67%) Analytics
11 8 (10.67%) Load Balancing
11 8 (10.67%) Problem-Solving
11 8 (10.67%) Software Engineering
12 7 (9.33%) Wealth Management
13 6 (8.00%) Risk Management
Programming Languages
1 43 (57.33%) Java
2 34 (45.33%) JavaScript
3 26 (34.67%) SQL
4 25 (33.33%) Python
5 13 (17.33%) ES6
6 11 (14.67%) C#
7 9 (12.00%) Java 8
8 4 (5.33%) PL/SQL
8 4 (5.33%) Ruby
8 4 (5.33%) T-SQL
8 4 (5.33%) TypeScript
9 3 (4.00%) C
9 3 (4.00%) C++
9 3 (4.00%) PHP
9 3 (4.00%) Scala
10 1 (1.33%) Bash Shell
10 1 (1.33%) Clojure
10 1 (1.33%) VB.NET
Qualifications
1 9 (12.00%) Degree
2 1 (1.33%) Computer Science Degree
2 1 (1.33%) MCP
2 1 (1.33%) MCSD
2 1 (1.33%) Microsoft Certification
2 1 (1.33%) Security Cleared
Quality Assurance & Compliance
1 3 (4.00%) GDPR
2 1 (1.33%) Data Quality
System Software
1 11 (14.67%) Docker
2 1 (1.33%) Hyper-V
2 1 (1.33%) Virtual Machines
Systems Management
1 8 (10.67%) Graphite
1 8 (10.67%) HAProxy
1 8 (10.67%) Icinga
2 7 (9.33%) Ansible
2 7 (9.33%) Packer
2 7 (9.33%) Terraform
3 5 (6.67%) Opscode Chef
4 4 (5.33%) BladeLogic
5 1 (1.33%) Enterprise Manager Cloud Control
5 1 (1.33%) Oracle Flashback
5 1 (1.33%) Oracle RMAN
5 1 (1.33%) Puppet
5 1 (1.33%) vCenter Server
Vendors
1 23 (30.67%) Oracle
2 9 (12.00%) Atlassian
3 7 (9.33%) VMware
4 5 (6.67%) Microsoft
4 5 (6.67%) Sybase
5 4 (5.33%) MuleSoft
6 2 (2.67%) Cognizant
6 2 (2.67%) TIBCO
7 1 (1.33%) Cloudera
7 1 (1.33%) Google
7 1 (1.33%) Informatica
7 1 (1.33%) SAP
7 1 (1.33%) Sencha
7 1 (1.33%) Serena
7 1 (1.33%) Tableau
7 1 (1.33%) Talend
7 1 (1.33%) Vertica