Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 24 September 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 123 93 69
Rank change year-on-year -30 -24 +59
Permanent jobs citing MongoDB 28 59 65
As % of all permanent IT jobs advertised in Edinburgh 1.12% 2.26% 2.78%
As % of the Database & Business Intelligence category 4.10% 6.58% 9.94%
Number of salaries quoted 18 39 59
Edinburgh median annual salary £55,000 £40,000 £40,000
Median salary % change year-on-year +37.50% - -11.11%
10th Percentile £46,375 £35,000 £32,250
90th Percentile £75,000 £55,500 £52,200
Scotland median annual salary £42,500 £40,000 £41,500
% change year-on-year +6.25% -3.61% -7.78%

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 Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 683 897 654
As % of all permanent IT jobs advertised in Edinburgh 27.21% 34.30% 28.00%
Number of salaries quoted 487 563 425
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £27,100 £26,850
90th Percentile £68,750 £65,000 £63,750
Scotland median annual salary £45,000 £41,250 £43,500
% change year-on-year +9.09% -5.17% +3.57%

MongoDB
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for MongoDB in Edinburgh

MongoDB
Salary Trend in Edinburgh

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

Salary trend for MongoDB in Edinburgh

MongoDB
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 24 September 2018.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 24 September 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 Edinburgh region with a requirement for MongoDB.

1 20 (71.43%) NoSQL
2 18 (64.29%) JavaScript
3 17 (60.71%) Java
4 16 (57.14%) Git (software)
5 15 (53.57%) SQL
6 14 (50.00%) MySQL
6 14 (50.00%) Agile Software Development
6 14 (50.00%) AngularJS
7 13 (46.43%) Node.js
7 13 (46.43%) Cucumber
7 13 (46.43%) PostgreSQL
7 13 (46.43%) Selenium
7 13 (46.43%) CSS
7 13 (46.43%) HTML
8 12 (42.86%) SQL Server
8 12 (42.86%) Scrum
8 12 (42.86%) HTML5
8 12 (42.86%) Amazon AWS
8 12 (42.86%) React
9 11 (39.29%) Python
10 10 (35.71%) SDLC
10 10 (35.71%) BDD
10 10 (35.71%) CSS3
11 9 (32.14%) Bitbucket
11 9 (32.14%) Microsoft Azure
11 9 (32.14%) DevOps
11 9 (32.14%) Continuous Integration
12 8 (28.57%) Multithreading
12 8 (28.57%) Kanban
12 8 (28.57%) Atlassian

MongoDB
Co-occurring IT Skills in Edinburgh 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 (28.57%) Confluence
2 3 (10.71%) Apache Spark
Cloud Services
1 12 (42.86%) Amazon AWS
2 9 (32.14%) Microsoft Azure
3 8 (28.57%) Slack
4 4 (14.29%) GitHub
5 1 (3.57%) Amazon S3
Database & Business Intelligence
1 20 (71.43%) NoSQL
2 14 (50.00%) MySQL
3 13 (46.43%) PostgreSQL
4 12 (42.86%) SQL Server
5 8 (28.57%) SQLite
6 5 (17.86%) DB2
6 5 (17.86%) RDBMS
6 5 (17.86%) Relational Database
7 2 (7.14%) Redis
8 1 (3.57%) Big Data
8 1 (3.57%) Hadoop
8 1 (3.57%) Informix
8 1 (3.57%) Oracle Database
Development Applications
1 16 (57.14%) Git (software)
2 13 (46.43%) Cucumber
2 13 (46.43%) Selenium
3 9 (32.14%) Bitbucket
4 8 (28.57%) git-flow
5 5 (17.86%) JUnit
6 1 (3.57%) Jasmine
6 1 (3.57%) QUnit
General
1 2 (7.14%) Advertising
2 1 (3.57%) Finance
Job Titles
1 15 (53.57%) Developer
2 7 (25.00%) Java Developer
2 7 (25.00%) Java Engineer
3 5 (17.86%) Lead Developer
3 5 (17.86%) Lead Java Developer
4 3 (10.71%) Software Developer
5 2 (7.14%) Java Software Engineer
5 2 (7.14%) Lead Software Design Engineer
5 2 (7.14%) Lead Software Engineer
5 2 (7.14%) Software Design Engineer
5 2 (7.14%) Software Engineer
5 2 (7.14%) Web Developer
6 1 (3.57%) Backend Developer
6 1 (3.57%) C# VB.NET Developer
6 1 (3.57%) Data Scientist
6 1 (3.57%) DevOps Consultant
6 1 (3.57%) Full Stack Developer
6 1 (3.57%) Lead DevOps
6 1 (3.57%) Machine Learning Scientist
6 1 (3.57%) Node.js Developer
Libraries, Frameworks & Software Standards
1 14 (50.00%) AngularJS
2 13 (46.43%) CSS
2 13 (46.43%) HTML
2 13 (46.43%) Node.js
3 12 (42.86%) HTML5
3 12 (42.86%) React
4 10 (35.71%) CSS3
5 8 (28.57%) jQuery
5 8 (28.57%) LESS
6 7 (25.00%) Hibernate
6 7 (25.00%) Spring
7 6 (21.43%) RESTful
8 5 (17.86%) Spring Boot
9 3 (10.71%) .NET
9 3 (10.71%) Backbone.js
9 3 (10.71%) Ember.js
10 2 (7.14%) ASP.NET
10 2 (7.14%) Django
10 2 (7.14%) KnockoutJS
10 2 (7.14%) RabbitMQ
Miscellaneous
1 8 (28.57%) User Experience
2 5 (17.86%) Greenfield Project
3 2 (7.14%) Algorithms
3 2 (7.14%) Computer Science
4 1 (3.57%) Data Structures
Operating Systems
1 6 (21.43%) Linux
Processes & Methodologies
1 14 (50.00%) Agile Software Development
2 12 (42.86%) Scrum
3 10 (35.71%) BDD
3 10 (35.71%) SDLC
4 9 (32.14%) Continuous Integration
4 9 (32.14%) DevOps
5 8 (28.57%) Kanban
5 8 (28.57%) Multithreading
5 8 (28.57%) SOLID
6 7 (25.00%) TDD
7 6 (21.43%) Test Automation
8 5 (17.86%) Cybersecurity
9 4 (14.29%) Analytics
9 4 (14.29%) MVC
9 4 (14.29%) Software Engineering
9 4 (14.29%) Web Development
10 2 (7.14%) Line Management
10 2 (7.14%) Mentoring
10 2 (7.14%) Problem-Solving
11 1 (3.57%) Strategic Thinking
Programming Languages
1 18 (64.29%) JavaScript
2 17 (60.71%) Java
3 15 (53.57%) SQL
4 11 (39.29%) Python
5 8 (28.57%) ES6
6 5 (17.86%) Java 8
7 3 (10.71%) C#
8 2 (7.14%) PHP
9 1 (3.57%) Scala
9 1 (3.57%) VB.NET
Qualifications
1 2 (7.14%) Degree
2 1 (3.57%) Computer Science Degree
System Software
1 1 (3.57%) Hyper-V
Systems Management
1 1 (3.57%) Graphite
1 1 (3.57%) HAProxy
1 1 (3.57%) Icinga
1 1 (3.57%) vCenter Server
Vendors
1 8 (28.57%) Atlassian
2 5 (17.86%) Sybase
3 3 (10.71%) Oracle
4 1 (3.57%) Microsoft
4 1 (3.57%) Talend