Period
to 19 November 2019

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 19 November 2019 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 131 146 99
Rank change year-on-year +15 -47 +5
Permanent jobs citing MongoDB 79 87 145
As % of all permanent IT jobs advertised in Scotland 1.69% 1.63% 2.59%
As % of the Database & Business Intelligence category 5.61% 5.02% 7.51%
Number of salaries quoted 43 50 80
Scotland median annual salary £48,500 £46,250 £44,000
Median salary % change year-on-year +4.86% +5.11% +10.00%
10th Percentile £29,000 £32,000 £31,500
90th Percentile £73,000 £75,000 £72,750
UK median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +2.80%

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 1,409 1,734 1,931
As % of all permanent IT jobs advertised in Scotland 30.09% 32.47% 34.51%
Number of salaries quoted 909 1,241 1,194
Scotland median annual salary £45,000 £45,000 £41,750
Median salary % change year-on-year - +7.78% -1.76%
10th Percentile £31,250 £29,750 £28,000
90th Percentile £62,500 £67,250 £62,500
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

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 19 November 2019.

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 19 November 2019. 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
Edinburgh +14 40 £57,500 +4.55% 4
Glasgow +1 37 £37,500 -11.76% 7
Dundee - 1 - -
MongoDB
UK

For the 6 months to 19 November 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 Scotland region with a requirement for MongoDB.

1 39 (49.37%) SQL
1 39 (49.37%) Azure
1 39 (49.37%) NoSQL
2 38 (48.10%) Agile Software Development
3 29 (36.71%) Java
4 28 (35.44%) Python
4 28 (35.44%) Docker
5 26 (32.91%) Kubernetes
6 25 (31.65%) SDLC
6 25 (31.65%) .NET
7 22 (27.85%) SQL Server
8 21 (26.58%) C#
8 21 (26.58%) Web Services
8 21 (26.58%) Cosmos DB
9 20 (25.32%) Continuous Integration
10 19 (24.05%) JavaScript
10 19 (24.05%) MVC
10 19 (24.05%) .NET Core
11 18 (22.78%) ASP.NET MVC
11 18 (22.78%) ASP.NET
11 18 (22.78%) Scrum
12 16 (20.25%) Linux
13 15 (18.99%) Software Engineering
13 15 (18.99%) PowerShell
14 14 (17.72%) AWS
14 14 (17.72%) Microservices
14 14 (17.72%) DevOps
15 13 (16.46%) T-SQL
15 13 (16.46%) .NET Framework
16 12 (15.19%) NHibernate

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 (15.19%) Apache Spark
2 10 (12.66%) Apache
3 7 (8.86%) OpenStack
4 1 (1.27%) Elasticsearch
4 1 (1.27%) JBoss
4 1 (1.27%) Jetty
4 1 (1.27%) SAS
4 1 (1.27%) Tomcat
4 1 (1.27%) WebLogic
Applications
1 1 (1.27%) SPSS
Cloud Services
1 39 (49.37%) Azure
2 14 (17.72%) AWS
3 2 (2.53%) GCP
3 2 (2.53%) GitHub
3 2 (2.53%) SaaS
4 1 (1.27%) Amazon EMR
4 1 (1.27%) Amazon S3
4 1 (1.27%) AWS CloudFormation
4 1 (1.27%) Azure Data Factory
4 1 (1.27%) Cloud Computing
4 1 (1.27%) npm
Communications & Networking
1 6 (7.59%) Internet
2 5 (6.33%) 2G
2 5 (6.33%) 3G
2 5 (6.33%) 4G
2 5 (6.33%) 5G
2 5 (6.33%) Broadband
2 5 (6.33%) OpenFlow
2 5 (6.33%) Software-Defined Networking
3 3 (3.80%) Firewall
Database & Business Intelligence
1 39 (49.37%) NoSQL
2 22 (27.85%) SQL Server
3 21 (26.58%) Cosmos DB
4 12 (15.19%) PostgreSQL
5 8 (10.13%) Big Data
5 8 (10.13%) Redis
6 7 (8.86%) Parquet
7 5 (6.33%) Relational Database
8 4 (5.06%) Amazon Athena
9 3 (3.80%) Azure SQL Database
9 3 (3.80%) Hadoop
9 3 (3.80%) Riak
10 2 (2.53%) Apache Cassandra
10 2 (2.53%) Data Warehouse
10 2 (2.53%) RavenDB
10 2 (2.53%) RDBMS
10 2 (2.53%) SQL Server 2016
11 1 (1.27%) Amazon DynamoDB
11 1 (1.27%) Electronic Patient Records
11 1 (1.27%) MariaDB
Development Applications
1 11 (13.92%) Git (software)
2 8 (10.13%) Jenkins
2 8 (10.13%) SonarQube
3 7 (8.86%) Selenium
4 5 (6.33%) JIRA
4 5 (6.33%) Ranorex
4 5 (6.33%) SpecFlow
4 5 (6.33%) TeamCity
4 5 (6.33%) Visual Studio
5 4 (5.06%) Maven
6 3 (3.80%) Visual Studio Team System
7 2 (2.53%) Artifactory
7 2 (2.53%) GitLab
7 2 (2.53%) GoCD
7 2 (2.53%) Sonatype Nexus
7 2 (2.53%) Subversion
7 2 (2.53%) Vagrant
8 1 (1.27%) Cucumber
8 1 (1.27%) Mocha
8 1 (1.27%) Team Foundation Server
General
1 8 (10.13%) Finance
2 6 (7.59%) Legal
3 5 (6.33%) Electronics
3 5 (6.33%) Telecoms
4 4 (5.06%) Public Sector
5 3 (3.80%) Banking
6 2 (2.53%) Advertising
7 1 (1.27%) Retail
Job Titles
1 56 (70.89%) Developer
2 19 (24.05%) Senior Developer
3 18 (22.78%) .NET Developer
4 14 (17.72%) Software Developer
5 12 (15.19%) Java Developer
6 8 (10.13%) Senior Software Developer
7 7 (8.86%) Backend Developer
7 7 (8.86%) Senior .NET Developer
8 5 (6.33%) Analyst
8 5 (6.33%) Python Developer
8 5 (6.33%) Quality Analyst
8 5 (6.33%) Software Engineer
9 4 (5.06%) Open Source Developer
9 4 (5.06%) Senior Backend Developer
10 3 (3.80%) Senior Java Developer
11 2 (2.53%) Azure Developer
11 2 (2.53%) Big Data Developer
11 2 (2.53%) Cloud Engineer
11 2 (2.53%) Data Engineer
11 2 (2.53%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 25 (31.65%) .NET
2 21 (26.58%) Web Services
3 19 (24.05%) .NET Core
4 18 (22.78%) ASP.NET
4 18 (22.78%) ASP.NET MVC
5 13 (16.46%) .NET Framework
6 12 (15.19%) Entity Framework
6 12 (15.19%) NHibernate
6 12 (15.19%) Node.js
6 12 (15.19%) RESTful
6 12 (15.19%) Spring
7 11 (13.92%) AngularJS
7 11 (13.92%) Spring Boot
8 7 (8.86%) RabbitMQ
9 5 (6.33%) React
10 4 (5.06%) Apache Camel
10 4 (5.06%) HTML
10 4 (5.06%) HTML5
10 4 (5.06%) J2SE
11 3 (3.80%) CSS
Miscellaneous
1 7 (8.86%) Analytical Skills
2 6 (7.59%) Cyberthreat
3 4 (5.06%) Internet of Things
4 1 (1.27%) Enterprise Software
4 1 (1.27%) Greenfield Project
4 1 (1.27%) Mobile App
4 1 (1.27%) PACS
Operating Systems
1 16 (20.25%) Linux
2 6 (7.59%) CentOS
3 4 (5.06%) Unix
4 3 (3.80%) Android
4 3 (3.80%) Apple iOS
5 2 (2.53%) Red Hat Enterprise Linux
5 2 (2.53%) Windows
Processes & Methodologies
1 38 (48.10%) Agile Software Development
2 25 (31.65%) SDLC
3 20 (25.32%) Continuous Integration
4 19 (24.05%) MVC
5 18 (22.78%) Scrum
6 15 (18.99%) Software Engineering
7 14 (17.72%) DevOps
7 14 (17.72%) Microservices
8 12 (15.19%) Inversion of Control
8 12 (15.19%) OOP
8 12 (15.19%) SOLID
9 11 (13.92%) Mentoring
10 9 (11.39%) Test Automation
10 9 (11.39%) User Acceptance Testing
11 8 (10.13%) Analytics
11 8 (10.13%) Data Analytics
11 8 (10.13%) Kanban
11 8 (10.13%) Machine Learning
11 8 (10.13%) Pair Programming
11 8 (10.13%) Static Code Analysis
Programming Languages
1 39 (49.37%) SQL
2 29 (36.71%) Java
3 28 (35.44%) Python
4 21 (26.58%) C#
5 19 (24.05%) JavaScript
6 15 (18.99%) PowerShell
7 13 (16.46%) T-SQL
8 6 (7.59%) C++
9 4 (5.06%) Bash Shell
9 4 (5.06%) Perl
10 3 (3.80%) Java 8
10 3 (3.80%) Ruby
11 2 (2.53%) Go
11 2 (2.53%) Groovy
11 2 (2.53%) Kotlin
11 2 (2.53%) PHP
11 2 (2.53%) Shell Script
12 1 (1.27%) MATLAB
12 1 (1.27%) PL/SQL
12 1 (1.27%) R
Qualifications
1 5 (6.33%) Degree
1 5 (6.33%) ISTQB
1 5 (6.33%) ISTQB Foundation Certification
1 5 (6.33%) Security Cleared
2 2 (2.53%) MCP
2 2 (2.53%) MCSD
2 2 (2.53%) Microsoft Certification
Quality Assurance & Compliance
1 3 (3.80%) QA
2 1 (1.27%) DICOM
2 1 (1.27%) GDPR
System Software
1 28 (35.44%) Docker
2 2 (2.53%) VMware Infrastructure
3 1 (1.27%) Virtual Machines
Systems Management
1 26 (32.91%) Kubernetes
2 6 (7.59%) Terraform
3 4 (5.06%) Ansible
4 2 (2.53%) Grafana
4 2 (2.53%) Graphite
4 2 (2.53%) HAProxy
4 2 (2.53%) Icinga
4 2 (2.53%) Packer
4 2 (2.53%) Prometheus
4 2 (2.53%) ZABBIX
Vendors
1 6 (7.59%) Microsoft
1 6 (7.59%) Red Hat
2 4 (5.06%) VMware
3 2 (2.53%) Cisco
3 2 (2.53%) Google
3 2 (2.53%) Juniper
4 1 (1.27%) Facebook
4 1 (1.27%) Sybase
4 1 (1.27%) YouTube