Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 112 104 74
Rank change year-on-year -8 -30 +41
Permanent jobs citing MongoDB 36 49 71
As % of all permanent IT jobs advertised in Edinburgh 1.42% 1.83% 3.09%
As % of the Database & Business Intelligence category 5.23% 5.40% 11.18%
Number of salaries quoted 22 35 62
Edinburgh median annual salary £55,000 £40,000 £40,000
Median salary % change year-on-year +37.50% - -5.88%
10th Percentile £26,300 £35,000 £31,375
90th Percentile £75,000 £59,000 £51,125
Scotland median annual salary £46,250 £44,000 £40,000
% change year-on-year +5.11% +10.00% -11.11%

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 688 908 635
As % of all permanent IT jobs advertised in Edinburgh 27.12% 33.87% 27.61%
Number of salaries quoted 478 577 453
Edinburgh median annual salary £44,000 £40,000 £45,000
Median salary % change year-on-year +10.00% -11.11% +12.50%
10th Percentile £26,250 £27,000 £27,100
90th Percentile £70,000 £62,500 £62,500
Scotland median annual salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76% +6.25%

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 19 November 2018.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 19 November 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 31 (86.11%) NoSQL
2 23 (63.89%) Agile Software Development
3 22 (61.11%) Java
3 22 (61.11%) AngularJS
4 21 (58.33%) HTML
4 21 (58.33%) MySQL
4 21 (58.33%) CSS
4 21 (58.33%) React
5 20 (55.56%) Git (software)
5 20 (55.56%) HTML5
6 19 (52.78%) JavaScript
7 18 (50.00%) Node.js
7 18 (50.00%) CSS3
8 17 (47.22%) Cucumber
8 17 (47.22%) Selenium
9 16 (44.44%) PostgreSQL
9 16 (44.44%) Python
9 16 (44.44%) Relational Database
10 15 (41.67%) DevOps
10 15 (41.67%) Amazon AWS
10 15 (41.67%) SQL Server
10 15 (41.67%) Scrum
11 14 (38.89%) SQL
11 14 (38.89%) Microsoft Azure
12 13 (36.11%) BDD
12 13 (36.11%) Continuous Integration
12 13 (36.11%) Bitbucket
12 13 (36.11%) RDBMS
13 12 (33.33%) LESS
13 12 (33.33%) User Experience

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 12 (33.33%) Confluence
2 3 (8.33%) Apache Spark
Cloud Services
1 15 (41.67%) Amazon AWS
2 14 (38.89%) Microsoft Azure
3 12 (33.33%) Slack
4 1 (2.78%) Amazon S3
Database & Business Intelligence
1 31 (86.11%) NoSQL
2 21 (58.33%) MySQL
3 16 (44.44%) PostgreSQL
3 16 (44.44%) Relational Database
4 15 (41.67%) SQL Server
5 13 (36.11%) RDBMS
6 12 (33.33%) SQLite
7 8 (22.22%) Apache Cassandra
8 5 (13.89%) DB2
9 4 (11.11%) Big Data
10 3 (8.33%) Crystal Reports
10 3 (8.33%) Oracle Reports
10 3 (8.33%) Pentaho
11 1 (2.78%) Hadoop
11 1 (2.78%) Informix
11 1 (2.78%) Oracle Database
11 1 (2.78%) Redis
Development Applications
1 20 (55.56%) Git (software)
2 17 (47.22%) Cucumber
2 17 (47.22%) Selenium
3 13 (36.11%) Bitbucket
4 12 (33.33%) git-flow
5 5 (13.89%) JUnit
6 3 (8.33%) JIRA
7 1 (2.78%) Artifactory
7 1 (2.78%) GitLab
7 1 (2.78%) GoCD
7 1 (2.78%) Jasmine
7 1 (2.78%) Jenkins
7 1 (2.78%) Maven
7 1 (2.78%) QUnit
7 1 (2.78%) Sonatype Nexus
7 1 (2.78%) Subversion
7 1 (2.78%) Team Foundation Server
7 1 (2.78%) TeamCity
7 1 (2.78%) Vagrant
General
1 2 (5.56%) Advertising
1 2 (5.56%) Banking
1 2 (5.56%) Finance
Job Titles
1 20 (55.56%) Developer
2 12 (33.33%) Java Developer
3 6 (16.67%) Full Stack Developer
3 6 (16.67%) Java Engineer
3 6 (16.67%) Lead Developer
3 6 (16.67%) Lead Java Developer
4 3 (8.33%) Analyst
4 3 (8.33%) Data Analyst
4 3 (8.33%) Software Developer
5 2 (5.56%) Node.js Developer
5 2 (5.56%) React Developer
6 1 (2.78%) Backend Developer
6 1 (2.78%) C# .NET Developer
6 1 (2.78%) C# VB.NET Developer
6 1 (2.78%) DevOps Consultant
6 1 (2.78%) Junior
6 1 (2.78%) Lead DevOps
6 1 (2.78%) Lead Software Design Engineer
6 1 (2.78%) Machine Learning Scientist
6 1 (2.78%) Software Engineer
Libraries, Frameworks & Software Standards
1 22 (61.11%) AngularJS
2 21 (58.33%) CSS
2 21 (58.33%) HTML
2 21 (58.33%) React
3 20 (55.56%) HTML5
4 18 (50.00%) CSS3
4 18 (50.00%) Node.js
5 12 (33.33%) jQuery
5 12 (33.33%) LESS
6 7 (19.44%) Twitter Bootstrap
7 6 (16.67%) Hibernate
7 6 (16.67%) RabbitMQ
7 6 (16.67%) Spring
8 5 (13.89%) MEAN Stack
8 5 (13.89%) REST
8 5 (13.89%) Spring Boot
9 4 (11.11%) .NET
10 2 (5.56%) ASP.NET
10 2 (5.56%) Backbone.js
10 2 (5.56%) Ember.js
Miscellaneous
1 12 (33.33%) User Experience
2 5 (13.89%) Computer Science
2 5 (13.89%) Greenfield Project
3 3 (8.33%) Analytical Skills
3 3 (8.33%) Cloud Native
3 3 (8.33%) Management Information System
4 2 (5.56%) Algorithms
5 1 (2.78%) Data Structures
Operating Systems
1 7 (19.44%) Linux
2 1 (2.78%) Red Hat Enterprise Linux
Processes & Methodologies
1 23 (63.89%) Agile Software Development
2 15 (41.67%) DevOps
2 15 (41.67%) Scrum
3 13 (36.11%) BDD
3 13 (36.11%) Continuous Integration
4 12 (33.33%) Kanban
4 12 (33.33%) Multithreading
4 12 (33.33%) SOLID
5 11 (30.56%) Test Automation
6 10 (27.78%) SDLC
7 9 (25.00%) Microservices
8 7 (19.44%) Analytics
9 6 (16.67%) MVC
9 6 (16.67%) TDD
10 5 (13.89%) Cybersecurity
10 5 (13.89%) Functional Testing
11 4 (11.11%) Data Science
11 4 (11.11%) Database Tuning
12 3 (8.33%) Actionable Insight
12 3 (8.33%) Problem-Solving
Programming Languages
1 22 (61.11%) Java
2 19 (52.78%) JavaScript
3 16 (44.44%) Python
4 14 (38.89%) SQL
5 12 (33.33%) ES6
6 5 (13.89%) Java 8
7 3 (8.33%) C#
7 3 (8.33%) T-SQL
8 2 (5.56%) PHP
9 1 (2.78%) Scala
9 1 (2.78%) VB.NET
Qualifications
1 5 (13.89%) Degree
2 1 (2.78%) Computer Science Degree
Quality Assurance & Compliance
1 3 (8.33%) GDPR
System Software
1 1 (2.78%) Docker
1 1 (2.78%) Hyper-V
1 1 (2.78%) Virtual Machines
Systems Management
1 2 (5.56%) Graphite
1 2 (5.56%) HAProxy
1 2 (5.56%) Icinga
2 1 (2.78%) Ansible
2 1 (2.78%) Packer
2 1 (2.78%) Terraform
2 1 (2.78%) vCenter Server
Vendors
1 10 (27.78%) Oracle
2 9 (25.00%) Atlassian
3 5 (13.89%) Sybase
4 2 (5.56%) Microsoft
5 1 (2.78%) Talend
5 1 (2.78%) VMware