Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 133 92 112
Rank change year-on-year -41 +20 +65
Permanent jobs citing MongoDB 92 143 121
As % of all permanent IT jobs advertised in Scotland 1.72% 2.58% 2.29%
As % of the Database & Business Intelligence category 5.30% 7.18% 7.21%
Number of salaries quoted 56 80 79
Scotland median annual salary £43,000 £40,000 £40,000
Median salary % change year-on-year +7.50% - -8.57%
10th Percentile £30,472 £31,500 £32,250
90th Percentile £73,750 £80,000 £59,000
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +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 1,736 1,991 1,678
As % of all permanent IT jobs advertised in Scotland 32.49% 35.96% 31.78%
Number of salaries quoted 1,254 1,239 935
Scotland median annual salary £45,000 £41,500 £43,000
Median salary % change year-on-year +8.43% -3.49% +6.17%
10th Percentile £30,000 £28,000 £27,600
90th Percentile £66,950 £66,250 £61,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 20 October 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 20 October 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 -20 64 £41,000 +2.50% 13
Edinburgh -23 28 £55,000 +37.50% 14
West Dunbartonshire - 1 £43,500 -
MongoDB
UK

For the 6 months to 20 October 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 54 (58.70%) Agile Software Development
2 48 (52.17%) Java
2 48 (52.17%) NoSQL
3 38 (41.30%) SQL
4 37 (40.22%) JavaScript
5 36 (39.13%) SQL Server
6 34 (36.96%) Oracle
6 34 (36.96%) Amazon AWS
6 34 (36.96%) Git (software)
7 32 (34.78%) Python
8 31 (33.70%) AngularJS
9 30 (32.61%) React
10 29 (31.52%) SDLC
11 26 (28.26%) DevOps
12 25 (27.17%) Linux
12 25 (27.17%) HTML
13 24 (26.09%) MySQL
13 24 (26.09%) Scrum
13 24 (26.09%) Docker
14 23 (25.00%) Microsoft Azure
14 23 (25.00%) HTML5
14 23 (25.00%) Node.js
15 22 (23.91%) Cucumber
15 22 (23.91%) Selenium
15 22 (23.91%) .NET
16 21 (22.83%) TDD
16 21 (22.83%) Relational Database
17 19 (20.65%) LESS
17 19 (20.65%) Continuous Integration
17 19 (20.65%) BDD

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 9 (9.78%) Confluence
1 9 (9.78%) JBoss
2 6 (6.52%) Jetty
2 6 (6.52%) Tomcat
3 5 (5.43%) Apache Spark
3 5 (5.43%) WebLogic
4 4 (4.35%) WebSphere
5 1 (1.09%) Apache
5 1 (1.09%) Elasticsearch
5 1 (1.09%) Mule
Cloud Services
1 34 (36.96%) Amazon AWS
2 23 (25.00%) Microsoft Azure
3 9 (9.78%) Slack
4 7 (7.61%) Google Cloud Platform
4 7 (7.61%) npm
5 4 (4.35%) GitHub
6 3 (3.26%) PaaS
7 1 (1.09%) Amazon S3
7 1 (1.09%) Cloud Computing
Communications & Networking
1 8 (8.70%) Firewall
2 3 (3.26%) AMQP
Database & Business Intelligence
1 48 (52.17%) NoSQL
2 36 (39.13%) SQL Server
3 24 (26.09%) MySQL
4 21 (22.83%) Relational Database
5 16 (17.39%) RDBMS
6 14 (15.22%) PostgreSQL
7 10 (10.87%) Big Data
8 9 (9.78%) DB2
8 9 (9.78%) SQLite
9 8 (8.70%) Apache Cassandra
10 7 (7.61%) Oracle Database
11 6 (6.52%) Hadoop
11 6 (6.52%) Redis
12 5 (5.43%) Couchbase
13 3 (3.26%) Riak
14 2 (2.17%) Crystal Reports
14 2 (2.17%) Oracle Database 12c
14 2 (2.17%) Oracle Reports
14 2 (2.17%) Pentaho
15 1 (1.09%) Oracle Database 10g
Development Applications
1 34 (36.96%) Git (software)
2 22 (23.91%) Cucumber
2 22 (23.91%) Selenium
3 13 (14.13%) Vagrant
4 12 (13.04%) Jenkins
5 10 (10.87%) Bitbucket
6 9 (9.78%) Artifactory
6 9 (9.78%) git-flow
6 9 (9.78%) GitLab
6 9 (9.78%) GoCD
6 9 (9.78%) JUnit
6 9 (9.78%) Maven
6 9 (9.78%) Sonatype Nexus
6 9 (9.78%) Subversion
6 9 (9.78%) TeamCity
7 6 (6.52%) Team Foundation Server
8 5 (5.43%) JIRA
9 4 (4.35%) CA Release Automation
10 3 (3.26%) FitNesse
11 2 (2.17%) Oracle Forms
General
1 6 (6.52%) Banking
1 6 (6.52%) Investment Banking
1 6 (6.52%) Law
2 4 (4.35%) Finance
3 2 (2.17%) Advertising
Job Titles
1 44 (47.83%) Developer
2 19 (20.65%) Java Developer
3 13 (14.13%) Java Engineer
4 11 (11.96%) .NET Developer
4 11 (11.96%) Software Developer
5 10 (10.87%) DevOps Engineer
5 10 (10.87%) Software Engineer
6 8 (8.70%) C# .NET Developer
6 8 (8.70%) C# Developer
7 7 (7.61%) Java Software Engineer
8 6 (6.52%) Lead Developer
8 6 (6.52%) Lead Java Developer
9 5 (5.43%) Analyst
10 4 (4.35%) Integration Developer
11 3 (3.26%) Applications Specialist
11 3 (3.26%) Architect
11 3 (3.26%) Release Analyst
11 3 (3.26%) Senior Developer
11 3 (3.26%) Senior Software Engineer
11 3 (3.26%) Solutions Designer
Libraries, Frameworks & Software Standards
1 31 (33.70%) AngularJS
2 30 (32.61%) React
3 25 (27.17%) HTML
4 23 (25.00%) HTML5
4 23 (25.00%) Node.js
5 22 (23.91%) .NET
6 19 (20.65%) LESS
7 16 (17.39%) CSS
7 16 (17.39%) Hibernate
7 16 (17.39%) Spring
8 15 (16.30%) ASP.NET
8 15 (16.30%) RabbitMQ
9 14 (15.22%) REST
10 13 (14.13%) .NET Core
10 13 (14.13%) ASP.NET MVC
10 13 (14.13%) CSS3
11 10 (10.87%) Sass
12 9 (9.78%) Elastic Stack
12 9 (9.78%) jQuery
12 9 (9.78%) Spring Boot
Miscellaneous
1 15 (16.30%) Greenfield Project
2 11 (11.96%) User Experience
3 4 (4.35%) Computer Science
4 3 (3.26%) Analytical Skills
5 2 (2.17%) Algorithms
5 2 (2.17%) Management Information System
5 2 (2.17%) Mobile App
6 1 (1.09%) Data Structures
6 1 (1.09%) Fintech
Operating Systems
1 25 (27.17%) Linux
2 9 (9.78%) Red Hat Enterprise Linux
3 5 (5.43%) AIX
4 4 (4.35%) Windows
5 2 (2.17%) Apple iOS
5 2 (2.17%) Unix
6 1 (1.09%) Solaris
Processes & Methodologies
1 54 (58.70%) Agile Software Development
2 29 (31.52%) SDLC
3 26 (28.26%) DevOps
4 24 (26.09%) Scrum
5 21 (22.83%) TDD
6 19 (20.65%) BDD
6 19 (20.65%) Continuous Integration
7 18 (19.57%) MVC
8 15 (16.30%) Microservices
8 15 (16.30%) Software Engineering
9 13 (14.13%) Multithreading
9 13 (14.13%) Test Automation
10 12 (13.04%) Collaborative Working
10 12 (13.04%) Kanban
11 10 (10.87%) Load Balancing
11 10 (10.87%) OO
12 9 (9.78%) Cybersecurity
12 9 (9.78%) SOLID
13 8 (8.70%) Deployment Automation
13 8 (8.70%) Problem-Solving
Programming Languages
1 48 (52.17%) Java
2 38 (41.30%) SQL
3 37 (40.22%) JavaScript
4 32 (34.78%) Python
5 18 (19.57%) Java 8
6 16 (17.39%) ES6
7 14 (15.22%) C#
7 14 (15.22%) T-SQL
8 13 (14.13%) PL/SQL
9 8 (8.70%) Ruby
9 8 (8.70%) TypeScript
10 6 (6.52%) Bash Shell
11 5 (5.43%) C++
11 5 (5.43%) Clojure
12 4 (4.35%) Scala
13 3 (3.26%) C
13 3 (3.26%) PHP
14 2 (2.17%) Objective-C
15 1 (1.09%) VB.NET
Qualifications
1 9 (9.78%) Degree
2 7 (7.61%) Security Cleared
3 5 (5.43%) BPSS Clearance
4 3 (3.26%) ITIL Certification
5 1 (1.09%) Computer Science Degree
Quality Assurance & Compliance
1 3 (3.26%) QA
2 2 (2.17%) GDPR
System Software
1 24 (26.09%) Docker
2 1 (1.09%) Hyper-V
2 1 (1.09%) LXC
2 1 (1.09%) OpenAM
2 1 (1.09%) Virtual Machines
2 1 (1.09%) VirtualBox
2 1 (1.09%) VMware Infrastructure
Systems Management
1 16 (17.39%) Opscode Chef
2 13 (14.13%) Ansible
3 12 (13.04%) Puppet
4 11 (11.96%) Graphite
5 10 (10.87%) HAProxy
5 10 (10.87%) Icinga
6 9 (9.78%) Packer
6 9 (9.78%) Terraform
7 4 (4.35%) BladeLogic
8 3 (3.26%) Cobbler
9 1 (1.09%) Enterprise Manager Cloud Control
9 1 (1.09%) Oracle Flashback
9 1 (1.09%) Oracle RMAN
9 1 (1.09%) vCenter Server
Vendors
1 34 (36.96%) Oracle
2 10 (10.87%) VMware
3 9 (9.78%) Atlassian
3 9 (9.78%) Sybase
4 8 (8.70%) Microsoft
5 7 (7.61%) Google
6 4 (4.35%) MuleSoft
6 4 (4.35%) TIBCO
7 3 (3.26%) IBM
7 3 (3.26%) Informatica
8 1 (1.09%) Talend