Period
to 19 April 2018

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 April 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 102 116 173
Rank change year-on-year +14 +57 -14
Permanent jobs citing MongoDB 154 94 65
As % of all permanent IT jobs advertised in Scotland 2.66% 2.02% 1.09%
As % of the Database & Business Intelligence category 8.48% 5.38% 3.48%
Number of salaries quoted 110 81 31
Scotland median annual salary £45,000 £40,000 £47,500
Median salary % change year-on-year +12.50% -15.79% +18.75%
10th Percentile £32,500 £33,750 £33,750
90th Percentile £64,125 £70,000 £65,000
UK median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - +4.76%

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 1,817 1,746 1,870
As % of all permanent IT jobs advertised in Scotland 31.44% 37.45% 31.42%
Number of salaries quoted 1,274 1,079 1,158
Scotland median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £29,413 £28,740 £28,750
90th Percentile £68,750 £67,500 £63,750
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 April 2018.

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 April 2018. 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
Glasgow +9 111 £45,000 +12.50% 12
Edinburgh -19 39 £45,000 +12.50% 4
Aberdeen - 3 £37,500 - 1
Fife - 1 - -
MongoDB
UK

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

1 94 (61.04%) Java
2 89 (57.79%) SQL
3 87 (56.49%) Agile Software Development
4 86 (55.84%) NoSQL
5 67 (43.51%) Python
6 58 (37.66%) JavaScript
7 56 (36.36%) Oracle
8 54 (35.06%) Spring
9 48 (31.17%) SQL Server
10 47 (30.52%) Docker
11 46 (29.87%) REST
12 43 (27.92%) .NET
13 42 (27.27%) Puppet
13 42 (27.27%) Opscode Chef
14 40 (25.97%) Hadoop
14 40 (25.97%) Hibernate
15 39 (25.32%) Amazon AWS
16 36 (23.38%) Software Engineering
16 36 (23.38%) HTML
17 35 (22.73%) PL/SQL
17 35 (22.73%) MySQL
18 34 (22.08%) TDD
18 34 (22.08%) MVC
18 34 (22.08%) Git (software)
18 34 (22.08%) HTML5
18 34 (22.08%) SDLC
19 32 (20.78%) Node.js
20 31 (20.13%) Bash Shell
21 30 (19.48%) Collaborative Working
21 30 (19.48%) Ansible

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 24 (15.58%) JBoss
1 24 (15.58%) Tomcat
2 22 (14.29%) Jetty
3 20 (12.99%) WebLogic
4 13 (8.44%) Apache Spark
5 9 (5.84%) WebSphere
6 3 (1.95%) Oracle SOA Suite
7 2 (1.30%) Confluence
7 2 (1.30%) Elasticsearch
7 2 (1.30%) Oracle Coherence
8 1 (0.65%) Apache
8 1 (0.65%) nginx
8 1 (0.65%) OpenStack
8 1 (0.65%) SAS
8 1 (0.65%) SharePoint
8 1 (0.65%) Tornado
Applications
1 8 (5.19%) Microsoft Excel
Cloud Services
1 39 (25.32%) Amazon AWS
2 29 (18.83%) Microsoft Azure
3 18 (11.69%) Google Cloud Platform
3 18 (11.69%) npm
4 9 (5.84%) GitHub
5 5 (3.25%) SaaS
6 4 (2.60%) Cloud Computing
6 4 (2.60%) PaaS
7 1 (0.65%) Amazon EC2
7 1 (0.65%) Amazon EMR
7 1 (0.65%) Amazon S3
7 1 (0.65%) AWS CloudFormation
7 1 (0.65%) AWS Lambda
7 1 (0.65%) Cortana Intelligence Suite
7 1 (0.65%) Serverless
Communications & Networking
1 9 (5.84%) AMQP
2 4 (2.60%) Firewall
3 1 (0.65%) Internet
Database & Business Intelligence
1 86 (55.84%) NoSQL
2 48 (31.17%) SQL Server
3 40 (25.97%) Hadoop
4 35 (22.73%) MySQL
5 29 (18.83%) Redis
6 25 (16.23%) Relational Database
7 23 (14.94%) PostgreSQL
8 22 (14.29%) Couchbase
9 21 (13.64%) Apache Cassandra
9 21 (13.64%) Riak
10 20 (12.99%) RDBMS
11 16 (10.39%) Big Data
12 12 (7.79%) HBase
12 12 (7.79%) Oracle Database
13 10 (6.49%) Blockchain
14 9 (5.84%) DB2
15 8 (5.19%) Oracle Database 12c
16 5 (3.25%) Amazon Redshift
16 5 (3.25%) Data Warehouse
16 5 (3.25%) Neo4j
Development Applications
1 34 (22.08%) Git (software)
2 24 (15.58%) Vagrant
3 23 (14.94%) Cucumber
3 23 (14.94%) Selenium
4 21 (13.64%) FitNesse
5 18 (11.69%) Jenkins
6 16 (10.39%) Subversion
7 15 (9.74%) JUnit
8 14 (9.09%) JIRA
8 14 (9.09%) Team Foundation Server
9 10 (6.49%) Maven
10 8 (5.19%) Oracle Forms
11 6 (3.90%) GitLab
12 5 (3.25%) GoCD
13 4 (2.60%) Ant
13 4 (2.60%) Mockito
13 4 (2.60%) TeamCity
14 3 (1.95%) Artifactory
14 3 (1.95%) Atlassian Bamboo
14 3 (1.95%) Sonatype Nexus
General
1 26 (16.88%) Finance
2 5 (3.25%) Banking
3 4 (2.60%) Marketing
4 1 (0.65%) Advertising
4 1 (0.65%) Games
4 1 (0.65%) Investment Banking
Job Titles
1 85 (55.19%) Developer
2 40 (25.97%) Java Developer
3 26 (16.88%) .NET Developer
3 26 (16.88%) Software Engineer
4 18 (11.69%) C# .NET Developer
4 18 (11.69%) C# Developer
4 18 (11.69%) Java Engineer
4 18 (11.69%) Java Software Engineer
5 16 (10.39%) Architect
5 16 (10.39%) Solutions Architect
6 10 (6.49%) Python Engineer
6 10 (6.49%) Python Software Engineer
7 8 (5.19%) Data Scientist
7 8 (5.19%) VB.NET Developer
8 6 (3.90%) C++ Software Engineer
8 6 (3.90%) Full Stack Developer
8 6 (3.90%) Objective-C Engineer
9 5 (3.25%) Designer
9 5 (3.25%) DevOps Engineer
9 5 (3.25%) PHP Developer
Libraries, Frameworks & Software Standards
1 54 (35.06%) Spring
2 46 (29.87%) REST
3 43 (27.92%) .NET
4 40 (25.97%) Hibernate
5 36 (23.38%) HTML
6 34 (22.08%) HTML5
7 32 (20.78%) Node.js
8 29 (18.83%) React
9 28 (18.18%) .NET Core
9 28 (18.18%) ASP.NET
9 28 (18.18%) ASP.NET MVC
10 25 (16.23%) AngularJS
11 17 (11.04%) LESS
11 17 (11.04%) Sass
11 17 (11.04%) Vue (Vue.js)
12 14 (9.09%) J2EE
12 14 (9.09%) RESTful
13 13 (8.44%) CSS
14 12 (7.79%) RabbitMQ
15 11 (7.14%) CSS3
Miscellaneous
1 15 (9.74%) Greenfield Project
2 10 (6.49%) Client/Server
3 8 (5.19%) Virtual Team
4 6 (3.90%) Analytical Skills
4 6 (3.90%) IVR
4 6 (3.90%) Mobile App
5 4 (2.60%) Computer Science
5 4 (2.60%) Social Media
6 3 (1.95%) Algorithms
7 2 (1.30%) Management Information System
7 2 (1.30%) User Experience
8 1 (0.65%) Data Structures
8 1 (0.65%) Internet of Things
Operating Systems
1 22 (14.29%) Linux
2 10 (6.49%) Apple iOS
3 9 (5.84%) Windows
4 5 (3.25%) Unix
5 4 (2.60%) Android
6 3 (1.95%) Red Hat Enterprise Linux
7 1 (0.65%) CentOS
7 1 (0.65%) Mac OS
7 1 (0.65%) Ubuntu
Processes & Methodologies
1 87 (56.49%) Agile Software Development
2 36 (23.38%) Software Engineering
3 34 (22.08%) MVC
3 34 (22.08%) SDLC
3 34 (22.08%) TDD
4 30 (19.48%) Collaborative Working
5 28 (18.18%) Multithreading
6 23 (14.94%) Scrum
7 22 (14.29%) Concurrent Programming
8 17 (11.04%) DevOps
9 16 (10.39%) Microservices
10 15 (9.74%) Analytics
10 15 (9.74%) Continuous Integration
10 15 (9.74%) Machine Learning
10 15 (9.74%) Test Automation
11 13 (8.44%) Kanban
11 13 (8.44%) Open Source
12 12 (7.79%) BDD
12 12 (7.79%) Integration Testing
13 11 (7.14%) Cybersecurity
Programming Languages
1 94 (61.04%) Java
2 89 (57.79%) SQL
3 67 (43.51%) Python
4 58 (37.66%) JavaScript
5 35 (22.73%) PL/SQL
6 31 (20.13%) Bash Shell
7 29 (18.83%) T-SQL
8 28 (18.18%) C#
9 25 (16.23%) Ruby
10 23 (14.94%) C++
11 18 (11.69%) Java 8
12 17 (11.04%) ES6
12 17 (11.04%) TypeScript
13 13 (8.44%) C
13 13 (8.44%) PHP
14 10 (6.49%) R
15 9 (5.84%) PowerShell
16 8 (5.19%) Scala
16 8 (5.19%) VB
16 8 (5.19%) VB.NET
Qualifications
1 22 (14.29%) Degree
2 18 (11.69%) Security Cleared
3 10 (6.49%) BPSS Clearance
4 3 (1.95%) ITIL Certification
5 2 (1.30%) Microsoft Certification
5 2 (1.30%) PhD
6 1 (0.65%) MCDBA
6 1 (0.65%) MCITP
6 1 (0.65%) MCP
6 1 (0.65%) MCSD
Quality Assurance & Compliance
1 9 (5.84%) QA
2 1 (0.65%) Data Quality
2 1 (0.65%) Dodd-Frank
2 1 (0.65%) EMIR
2 1 (0.65%) FATCA
2 1 (0.65%) MiFID
2 1 (0.65%) Solvency II
System Software
1 47 (30.52%) Docker
2 3 (1.95%) VMware Infrastructure
3 1 (0.65%) Apache ZooKeeper
3 1 (0.65%) VirtualBox
Systems Management
1 42 (27.27%) Opscode Chef
1 42 (27.27%) Puppet
2 30 (19.48%) Ansible
3 21 (13.64%) Cobbler
4 4 (2.60%) HAProxy
5 3 (1.95%) Graphite
5 3 (1.95%) Icinga
5 3 (1.95%) Packer
5 3 (1.95%) Terraform
6 2 (1.30%) logstash
7 1 (0.65%) Kibana
Vendors
1 56 (36.36%) Oracle
2 20 (12.99%) Google
2 20 (12.99%) Microsoft
3 13 (8.44%) Sybase
4 12 (7.79%) IBM
5 9 (5.84%) TIBCO
6 8 (5.19%) Informatica
7 6 (3.90%) VMware
8 4 (2.60%) Vertica
8 4 (2.60%) Zend
9 2 (1.30%) Reuters
10 1 (0.65%) Apple
10 1 (0.65%) Avaya
10 1 (0.65%) CA
10 1 (0.65%) Cisco
10 1 (0.65%) Splunk
10 1 (0.65%) Tableau
10 1 (0.65%) Talend