Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 15 May 2021

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 15 May 2021 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
15 May 2021		 Same period 2020 Same period 2019
Rank 125 128 133
Rank change year-on-year +3 +5 -27
Permanent jobs citing MongoDB 55 38 85
As % of all permanent jobs advertised in Scotland 1.45% 1.18% 1.61%
As % of the Database & Business Intelligence category 5.77% 4.19% 5.02%
Number of salaries quoted 29 29 51
10th Percentile £33,750 £32,500 £28,750
25th Percentile £38,000 £35,000 £35,125
Median annual salary (50th Percentile) £50,000 £40,500 £42,500
Median % change year-on-year +23.46% -4.71% -5.56%
75th Percentile £60,000 £48,750 £53,345
90th Percentile £65,250 £60,000 £72,500
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +14.29%

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 954 906 1,694
As % of all permanent IT jobs advertised in Scotland 25.09% 28.24% 32.02%
Number of salaries quoted 681 619 1,155
10th Percentile £31,750 £32,500 £30,350
25th Percentile £37,500 £37,250 £35,000
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - -
75th Percentile £57,500 £55,500 £55,000
90th Percentile £71,250 £65,000 £65,000
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

MongoDB
Job Vacancy Trend in Scotland

Job postings citing MongoDB as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for MongoDB in Scotland

MongoDB
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing MongoDB in Scotland.

Salary trend for MongoDB in Scotland

MongoDB
Salary Histogram in Scotland

Salary distribution for jobs citing MongoDB in Scotland over the 6 months to 15 May 2021.

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 15 May 2021. 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 +1 25 £49,250 +20.65% 6
Glasgow +4 23 £48,750 +20.37% 6
Dundee - 4 £58,750 - 3
Aberdeen - 1 - - 3
MongoDB
UK

For the 6 months to 15 May 2021, 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 43 (78.18%) Agile Software Development
2 36 (65.45%) Java
3 34 (61.82%) React
4 30 (54.55%) SQL
4 30 (54.55%) AWS
5 29 (52.73%) Software Engineering
6 25 (45.45%) JavaScript
6 25 (45.45%) Problem-Solving
7 23 (41.82%) Node.js
8 21 (38.18%) Spring
9 20 (36.36%) Docker
9 20 (36.36%) DevOps
10 19 (34.55%) Microservices
10 19 (34.55%) NoSQL
11 18 (32.73%) Azure
11 18 (32.73%) C#
12 17 (30.91%) AngularJS
13 16 (29.09%) .NET
13 16 (29.09%) Hibernate
14 15 (27.27%) Scrum
14 15 (27.27%) Analytical Skills
15 14 (25.45%) Kafka
16 13 (23.64%) Finance
16 13 (23.64%) HTML
16 13 (23.64%) CSS
16 13 (23.64%) Git (software)
17 12 (21.82%) Fintech
18 11 (20.00%) Mentoring
18 11 (20.00%) TypeScript
18 11 (20.00%) RESTful

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 5 (9.09%) Tomcat
2 4 (7.27%) Elasticsearch
3 3 (5.45%) Apache
3 3 (5.45%) IIS
3 3 (5.45%) JBoss
3 3 (5.45%) nginx
3 3 (5.45%) Oracle SOA Suite
4 2 (3.64%) CMS
5 1 (1.82%) Apache Spark
Cloud Services
1 30 (54.55%) AWS
2 18 (32.73%) Azure
3 8 (14.55%) SaaS
4 7 (12.73%) GCP
5 5 (9.09%) Azure Cosmos DB
5 5 (9.09%) Azure Service Bus
5 5 (9.09%) GitHub
5 5 (9.09%) Serverless
6 3 (5.45%) Cloud Computing
7 2 (3.64%) Amazon SQS
Database & Business Intelligence
1 19 (34.55%) NoSQL
2 10 (18.18%) Apache Cassandra
2 10 (18.18%) MySQL
2 10 (18.18%) SQL Server
3 7 (12.73%) Relational Database
4 5 (9.09%) Azure SQL Database
5 3 (5.45%) PostgreSQL
6 2 (3.64%) Big Data
6 2 (3.64%) Couchbase
6 2 (3.64%) RDBMS
7 1 (1.82%) Amazon Aurora
7 1 (1.82%) Amazon DynamoDB
7 1 (1.82%) Amazon Redshift
7 1 (1.82%) Data Warehouse
7 1 (1.82%) Hadoop
7 1 (1.82%) InfluxDB
7 1 (1.82%) Redshift Spectrum
Development Applications
1 13 (23.64%) Git (software)
2 8 (14.55%) Subversion
3 7 (12.73%) Jenkins
4 4 (7.27%) JUnit
5 3 (5.45%) InstallShield
5 3 (5.45%) JIRA
5 3 (5.45%) Mercurial
5 3 (5.45%) Octopus Deploy
6 2 (3.64%) FishEye
6 2 (3.64%) git-flow
6 2 (3.64%) Gradle
6 2 (3.64%) JBehave
6 2 (3.64%) JMeter
6 2 (3.64%) Maven
6 2 (3.64%) Selenium
6 2 (3.64%) Sonatype Nexus
General
1 15 (27.27%) Analytical Skills
2 13 (23.64%) Finance
3 8 (14.55%) Public Sector
4 7 (12.73%) Banking
4 7 (12.73%) Social Skills
5 5 (9.09%) Financial Institution
5 5 (9.09%) Publishing
6 3 (5.45%) Marketing
6 3 (5.45%) Retail
7 1 (1.82%) Documentation Skills
Job Titles
1 27 (49.09%) Developer
2 23 (41.82%) Software Engineer
3 10 (18.18%) Java Developer
3 10 (18.18%) Senior Developer
4 6 (10.91%) Full Stack Developer
5 5 (9.09%) Java Engineer
5 5 (9.09%) Java Software Engineer
5 5 (9.09%) Lead Software Engineer
5 5 (9.09%) Senior Software Engineer
6 4 (7.27%) C# Software Engineer
6 4 (7.27%) JavaScript Developer
6 4 (7.27%) React Developer
6 4 (7.27%) Senior Java Developer
6 4 (7.27%) Software Developer
7 3 (5.45%) Developer/Software Engineer
7 3 (5.45%) DevOps Engineer
7 3 (5.45%) Programmer
7 3 (5.45%) Senior JavaScript Developer
7 3 (5.45%) Senior Software Developer
7 3 (5.45%) Software Programmer
Libraries, Frameworks & Software Standards
1 34 (61.82%) React
2 23 (41.82%) Node.js
3 21 (38.18%) Spring
4 17 (30.91%) AngularJS
5 16 (29.09%) .NET
5 16 (29.09%) Hibernate
6 14 (25.45%) Kafka
7 13 (23.64%) CSS
7 13 (23.64%) HTML
8 11 (20.00%) RESTful
9 10 (18.18%) Spring Boot
10 9 (16.36%) REST
10 9 (16.36%) Web Services
11 7 (12.73%) JPA
11 7 (12.73%) Redux
12 6 (10.91%) ASP.NET
12 6 (10.91%) ASP.NET MVC
12 6 (10.91%) JSP
12 6 (10.91%) RabbitMQ
13 5 (9.09%) XML
Miscellaneous
1 7 (12.73%) Mobile App
2 6 (10.91%) User Experience
3 5 (9.09%) Greenfield Project
3 5 (9.09%) Virtual Team
4 4 (7.27%) Self-Motivation
5 3 (5.45%) Algorithms
5 3 (5.45%) Data Centre
5 3 (5.45%) Data Structures
5 3 (5.45%) Enterprise Software
5 3 (5.45%) EPoS
5 3 (5.45%) Public Cloud
6 1 (1.82%) Linux Command Line
6 1 (1.82%) Wiki
Operating Systems
1 6 (10.91%) Android
2 5 (9.09%) Apple iOS
2 5 (9.09%) Linux
3 3 (5.45%) Windows
4 2 (3.64%) Unix
5 1 (1.82%) Data ONTAP
5 1 (1.82%) Red Hat Enterprise Linux
5 1 (1.82%) Solaris
Processes & Methodologies
1 43 (78.18%) Agile Software Development
2 29 (52.73%) Software Engineering
3 25 (45.45%) Problem-Solving
4 20 (36.36%) DevOps
5 19 (34.55%) Microservices
6 15 (27.27%) Scrum
7 12 (21.82%) Fintech
8 11 (20.00%) Mentoring
9 10 (18.18%) Continuous Delivery
9 10 (18.18%) TDD
10 9 (16.36%) Infrastructure as Code
10 9 (16.36%) MVC
10 9 (16.36%) OO
11 8 (14.55%) Continuous Integration
11 8 (14.55%) Data Modelling
11 8 (14.55%) SOA
12 7 (12.73%) BDD
12 7 (12.73%) Kanban
13 6 (10.91%) Analytics
13 6 (10.91%) Data Analytics
Programming Languages
1 36 (65.45%) Java
2 30 (54.55%) SQL
3 25 (45.45%) JavaScript
4 18 (32.73%) C#
5 11 (20.00%) Python
5 11 (20.00%) TypeScript
6 8 (14.55%) Java 8
7 4 (7.27%) Bash Shell
8 3 (5.45%) PowerShell
9 2 (3.64%) Clojure
10 1 (1.82%) Julia
10 1 (1.82%) Perl
10 1 (1.82%) Scala
10 1 (1.82%) Shell Script
Qualifications
1 5 (9.09%) Security Cleared
2 4 (7.27%) SC Cleared
3 2 (3.64%) Computer Science Degree
3 2 (3.64%) Degree
4 1 (1.82%) AWS Certification
Quality Assurance & Compliance
1 2 (3.64%) PCI DSS
1 2 (3.64%) QA
2 1 (1.82%) Cyber Essentials
2 1 (1.82%) Cyber Essentials PLUS
System Software
1 20 (36.36%) Docker
2 1 (1.82%) Virtual Machines
Systems Management
1 7 (12.73%) Kubernetes
2 6 (10.91%) Opscode Chef
3 5 (9.09%) Ansible
4 4 (7.27%) Puppet
5 1 (1.82%) Avamar
5 1 (1.82%) Consul
5 1 (1.82%) Grafana
5 1 (1.82%) HAProxy
5 1 (1.82%) Nagios
5 1 (1.82%) Red Hat Satellite
5 1 (1.82%) StackStorm
5 1 (1.82%) Terraform
Vendors
1 8 (14.55%) Google
2 6 (10.91%) Oracle
3 1 (1.82%) Apple
3 1 (1.82%) CommVault
3 1 (1.82%) NetApp
3 1 (1.82%) Red Hat
3 1 (1.82%) StreamSets