Period
to 17 February 2019

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 17 February 2019 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 114 115 92
Rank change year-on-year +1 -23 +34
Permanent jobs citing MongoDB 29 40 43
As % of all permanent IT jobs advertised in Edinburgh 1.19% 1.48% 1.95%
As % of the Database & Business Intelligence category 4.57% 4.89% 6.56%
Number of salaries quoted 21 26 43
Edinburgh median annual salary £55,000 £45,000 £40,000
Median salary % change year-on-year +22.22% +12.50% +3.44%
10th Percentile £26,250 £35,000 £35,000
90th Percentile £75,000 £64,375 £68,750
Scotland median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% -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 635 818 655
As % of all permanent IT jobs advertised in Edinburgh 26.13% 30.36% 29.77%
Number of salaries quoted 445 522 448
Edinburgh median annual salary £42,500 £40,000 £43,250
Median salary % change year-on-year +6.25% -7.51% +1.76%
10th Percentile £27,750 £28,000 £28,750
90th Percentile £70,000 £65,000 £68,225
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +2.41%

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 17 February 2019.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 17 February 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 Edinburgh region with a requirement for MongoDB.

1 25 (86.21%) NoSQL
2 21 (72.41%) MySQL
3 18 (62.07%) Relational Database
4 17 (58.62%) AngularJS
4 17 (58.62%) Java
4 17 (58.62%) Git (software)
5 16 (55.17%) Agile Software Development
5 16 (55.17%) HTML
5 16 (55.17%) CSS
5 16 (55.17%) React
6 15 (51.72%) HTML5
6 15 (51.72%) CSS3
6 15 (51.72%) Node.js
7 13 (44.83%) Cucumber
7 13 (44.83%) Microsoft Azure
7 13 (44.83%) Amazon AWS
7 13 (44.83%) SQL Server
7 13 (44.83%) Selenium
8 12 (41.38%) JavaScript
8 12 (41.38%) Python
8 12 (41.38%) RDBMS
9 11 (37.93%) Oracle
9 11 (37.93%) Apache Cassandra
9 11 (37.93%) DevOps
10 10 (34.48%) User Experience
10 10 (34.48%) ES6
10 10 (34.48%) SOLID
10 10 (34.48%) LESS
10 10 (34.48%) Confluence
10 10 (34.48%) BDD

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 10 (34.48%) Confluence
Cloud Services
1 13 (44.83%) Amazon AWS
1 13 (44.83%) Microsoft Azure
2 9 (31.03%) Slack
Database & Business Intelligence
1 25 (86.21%) NoSQL
2 21 (72.41%) MySQL
3 18 (62.07%) Relational Database
4 13 (44.83%) SQL Server
5 12 (41.38%) RDBMS
6 11 (37.93%) Apache Cassandra
7 10 (34.48%) PostgreSQL
8 9 (31.03%) SQLite
9 6 (20.69%) Big Data
9 6 (20.69%) Crystal Reports
9 6 (20.69%) Oracle Reports
9 6 (20.69%) Pentaho
10 3 (10.34%) DB2
Development Applications
1 17 (58.62%) Git (software)
2 13 (44.83%) Cucumber
2 13 (44.83%) Selenium
3 9 (31.03%) Bitbucket
3 9 (31.03%) git-flow
4 4 (13.79%) JIRA
5 3 (10.34%) JUnit
6 2 (6.90%) Artifactory
6 2 (6.90%) GitLab
6 2 (6.90%) GoCD
6 2 (6.90%) Jenkins
6 2 (6.90%) Maven
6 2 (6.90%) Sonatype Nexus
6 2 (6.90%) Subversion
6 2 (6.90%) Team Foundation Server
6 2 (6.90%) TeamCity
6 2 (6.90%) Vagrant
7 1 (3.45%) Jasmine
7 1 (3.45%) QUnit
General
1 2 (6.90%) Banking
1 2 (6.90%) Finance
Job Titles
1 17 (58.62%) Developer
2 13 (44.83%) Java Developer
3 6 (20.69%) Analyst
3 6 (20.69%) Data Analyst
3 6 (20.69%) Lead Developer
3 6 (20.69%) Lead Java Developer
4 5 (17.24%) Full Stack Developer
5 3 (10.34%) Java Engineer
6 2 (6.90%) DevOps Engineer
6 2 (6.90%) React Developer
7 1 (3.45%) Consultant
7 1 (3.45%) DevOps Consultant
7 1 (3.45%) Graduate
7 1 (3.45%) Graduate Developer
7 1 (3.45%) Junior
7 1 (3.45%) Junior Developer
7 1 (3.45%) Lead DevOps
7 1 (3.45%) Node.js Developer
7 1 (3.45%) Software Developer
Libraries, Frameworks & Software Standards
1 17 (58.62%) AngularJS
2 16 (55.17%) CSS
2 16 (55.17%) HTML
2 16 (55.17%) React
3 15 (51.72%) CSS3
3 15 (51.72%) HTML5
3 15 (51.72%) Node.js
4 10 (34.48%) jQuery
4 10 (34.48%) LESS
5 8 (27.59%) RabbitMQ
6 5 (17.24%) MEAN Stack
6 5 (17.24%) REST
6 5 (17.24%) Twitter Bootstrap
7 3 (10.34%) .NET
7 3 (10.34%) Hibernate
7 3 (10.34%) Spring
7 3 (10.34%) Spring Boot
8 2 (6.90%) ASP.NET Web API
9 1 (3.45%) Backbone.js
9 1 (3.45%) Ember.js
Miscellaneous
1 10 (34.48%) User Experience
2 6 (20.69%) Analytical Skills
2 6 (20.69%) Management Information System
3 3 (10.34%) Cloud Native
3 3 (10.34%) Greenfield Project
Operating Systems
1 5 (17.24%) Linux
2 2 (6.90%) Red Hat Enterprise Linux
Processes & Methodologies
1 16 (55.17%) Agile Software Development
2 11 (37.93%) DevOps
3 10 (34.48%) BDD
3 10 (34.48%) Continuous Integration
3 10 (34.48%) Kanban
3 10 (34.48%) Multithreading
3 10 (34.48%) Scrum
3 10 (34.48%) SOLID
4 9 (31.03%) Microservices
5 8 (27.59%) Test Automation
6 7 (24.14%) Analytics
6 7 (24.14%) Computer Science
7 6 (20.69%) Actionable Insight
7 6 (20.69%) Data Analysis
7 6 (20.69%) Data Cleansing
7 6 (20.69%) Data Enrichment
7 6 (20.69%) Data Science
7 6 (20.69%) Database Tuning
7 6 (20.69%) Requirements Analysis
7 6 (20.69%) SDLC
Programming Languages
1 17 (58.62%) Java
2 12 (41.38%) JavaScript
2 12 (41.38%) Python
3 10 (34.48%) ES6
3 10 (34.48%) SQL
4 6 (20.69%) T-SQL
5 3 (10.34%) Java 8
6 2 (6.90%) C#
Qualifications
1 8 (27.59%) Degree
2 1 (3.45%) Computer Science Degree
Quality Assurance & Compliance
1 6 (20.69%) GDPR
System Software
1 2 (6.90%) Docker
1 2 (6.90%) Virtual Machines
2 1 (3.45%) Hyper-V
Systems Management
1 3 (10.34%) Graphite
1 3 (10.34%) HAProxy
1 3 (10.34%) Icinga
2 2 (6.90%) Ansible
2 2 (6.90%) Packer
2 2 (6.90%) Terraform
3 1 (3.45%) vCenter Server
Vendors
1 11 (37.93%) Oracle
2 6 (20.69%) Atlassian
3 3 (10.34%) Microsoft
3 3 (10.34%) Sybase
4 2 (6.90%) VMware