Period
to 20 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 20 July 2018 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Glasgow
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 71 78 122
Rank change year-on-year +7 +44 -16
Permanent jobs citing MongoDB 104 66 40
As % of all permanent IT jobs advertised in Glasgow 4.25% 2.99% 1.54%
As % of the Database & Business Intelligence category 10.28% 6.55% 3.94%
Number of salaries quoted 83 68 9
Glasgow median annual salary £40,000 £40,000 £57,500
Median salary % change year-on-year - -30.43% +27.78%
10th Percentile £32,500 £35,000 £38,775
90th Percentile £55,526 £80,000 £68,600
Scotland median annual salary £45,000 £40,000 £41,500
% change year-on-year +12.50% -3.61% -7.78%

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 Glasgow with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 1,012 1,008 1,014
As % of all permanent IT jobs advertised in Glasgow 41.36% 45.74% 38.99%
Number of salaries quoted 762 580 479
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £32,500 £28,975 £27,500
90th Percentile £71,250 £71,250 £64,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +8.75%

MongoDB
Job Vacancy Trend in Glasgow

Job postings citing MongoDB as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for MongoDB in Glasgow

MongoDB
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MongoDB in Glasgow.

Salary trend for MongoDB in Glasgow

MongoDB
Salary Histogram in Glasgow

The salary distribution of IT jobs citing MongoDB in Glasgow over the 6 months to 20 July 2018.

Salary histogram for MongoDB in Glasgow

For the 6 months to 20 July 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 Glasgow region with a requirement for MongoDB.

1 67 (64.42%) Agile Software Development
2 61 (58.65%) SQL
3 57 (54.81%) Oracle
4 51 (49.04%) Java
4 51 (49.04%) NoSQL
5 45 (43.27%) Docker
6 40 (38.46%) .NET
6 40 (38.46%) PL/SQL
7 39 (37.50%) REST
8 38 (36.54%) SQL Server
9 37 (35.58%) Amazon AWS
10 36 (34.62%) ASP.NET MVC
10 36 (34.62%) Puppet
10 36 (34.62%) Opscode Chef
10 36 (34.62%) .NET Core
10 36 (34.62%) ASP.NET
10 36 (34.62%) MVC
11 35 (33.65%) T-SQL
11 35 (33.65%) Collaborative Working
12 33 (31.73%) SDLC
12 33 (31.73%) Python
13 31 (29.81%) React
14 27 (25.96%) AngularJS
14 27 (25.96%) Microsoft Azure
14 27 (25.96%) JavaScript
15 26 (25.00%) Node.js
16 25 (24.04%) Git (software)
17 24 (23.08%) Spring
17 24 (23.08%) Hibernate
17 24 (23.08%) Ansible

MongoDB
Co-occurring IT Skills in Glasgow 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 19 (18.27%) JBoss
2 15 (14.42%) Jetty
2 15 (14.42%) Tomcat
3 12 (11.54%) WebLogic
4 4 (3.85%) WebSphere
5 2 (1.92%) Apache Spark
6 1 (0.96%) Elasticsearch
6 1 (0.96%) Mule
6 1 (0.96%) nginx
6 1 (0.96%) OpenStack
6 1 (0.96%) Oracle SOA Suite
6 1 (0.96%) Tornado
Cloud Services
1 37 (35.58%) Amazon AWS
2 27 (25.96%) Microsoft Azure
3 20 (19.23%) Google Cloud Platform
3 20 (19.23%) npm
4 5 (4.81%) Cloud Computing
5 2 (1.92%) GitHub
5 2 (1.92%) PaaS
6 1 (0.96%) SaaS
Communications & Networking
1 9 (8.65%) Firewall
2 4 (3.85%) AMQP
Database & Business Intelligence
1 51 (49.04%) NoSQL
2 38 (36.54%) SQL Server
3 20 (19.23%) Relational Database
4 17 (16.35%) RDBMS
5 13 (12.50%) Couchbase
5 13 (12.50%) Hadoop
5 13 (12.50%) Redis
6 12 (11.54%) Oracle Database
6 12 (11.54%) Riak
7 9 (8.65%) MySQL
8 8 (7.69%) DB2
9 7 (6.73%) Apache Cassandra
10 5 (4.81%) Oracle Database 12c
11 4 (3.85%) Big Data
12 1 (0.96%) Azure SQL Database
Development Applications
1 25 (24.04%) Git (software)
2 21 (20.19%) Vagrant
3 18 (17.31%) Cucumber
3 18 (17.31%) Selenium
4 17 (16.35%) Team Foundation Server
5 16 (15.38%) Jenkins
6 15 (14.42%) JIRA
7 12 (11.54%) FitNesse
8 10 (9.62%) GoCD
8 10 (9.62%) JUnit
9 9 (8.65%) Subversion
9 9 (8.65%) TeamCity
10 8 (7.69%) Artifactory
10 8 (7.69%) GitLab
10 8 (7.69%) Maven
10 8 (7.69%) Sonatype Nexus
11 5 (4.81%) Oracle Forms
12 2 (1.92%) Mockito
13 1 (0.96%) Gatling
13 1 (0.96%) Mercurial
General
1 2 (1.92%) Banking
1 2 (1.92%) Finance
2 1 (0.96%) Advertising
2 1 (0.96%) Games
2 1 (0.96%) Investment Banking
2 1 (0.96%) Law
Job Titles
1 55 (52.88%) Developer
2 23 (22.12%) .NET Developer
3 22 (21.15%) Java Developer
4 21 (20.19%) C# .NET Developer
4 21 (20.19%) C# Developer
5 17 (16.35%) Architect
6 15 (14.42%) Solutions Architect
7 13 (12.50%) Software Engineer
8 12 (11.54%) Java Engineer
8 12 (11.54%) Java Software Engineer
9 11 (10.58%) Software Developer
10 10 (9.62%) DevOps Engineer
11 8 (7.69%) Python Engineer
11 8 (7.69%) Python Software Engineer
12 7 (6.73%) Analyst
12 7 (6.73%) Release Analyst
13 6 (5.77%) C++ Software Engineer
13 6 (5.77%) Objective-C Engineer
14 4 (3.85%) Integration Developer
15 3 (2.88%) Designer
Libraries, Frameworks & Software Standards
1 40 (38.46%) .NET
2 39 (37.50%) REST
3 36 (34.62%) .NET Core
3 36 (34.62%) ASP.NET
3 36 (34.62%) ASP.NET MVC
4 31 (29.81%) React
5 27 (25.96%) AngularJS
6 26 (25.00%) Node.js
7 24 (23.08%) Hibernate
7 24 (23.08%) Spring
8 22 (21.15%) LESS
8 22 (21.15%) Sass
9 20 (19.23%) Vue.js
10 18 (17.31%) HTML
11 17 (16.35%) HTML5
12 12 (11.54%) RabbitMQ
13 8 (7.69%) Elastic Stack
13 8 (7.69%) Spring Boot
14 7 (6.73%) Redux
15 5 (4.81%) JPA
Miscellaneous
1 12 (11.54%) Greenfield Project
2 6 (5.77%) Mobile App
3 4 (3.85%) IVR
4 2 (1.92%) User Experience
5 1 (0.96%) Algorithms
5 1 (0.96%) Analytical Skills
5 1 (0.96%) Data Structures
Operating Systems
1 22 (21.15%) Linux
2 8 (7.69%) Red Hat Enterprise Linux
3 6 (5.77%) Apple iOS
4 3 (2.88%) Unix
5 1 (0.96%) Mac OS
5 1 (0.96%) Windows
Processes & Methodologies
1 67 (64.42%) Agile Software Development
2 36 (34.62%) MVC
3 35 (33.65%) Collaborative Working
4 33 (31.73%) SDLC
5 23 (22.12%) TDD
6 21 (20.19%) DevOps
6 21 (20.19%) Microservices
7 16 (15.38%) Continuous Integration
7 16 (15.38%) Open Source
8 15 (14.42%) Customer Requirements
8 15 (14.42%) Deployment Automation
8 15 (14.42%) Multithreading
8 15 (14.42%) Software Engineering
8 15 (14.42%) TOGAF
9 14 (13.46%) Scrum
10 13 (12.50%) OO
11 11 (10.58%) Test Automation
12 9 (8.65%) Continuous Delivery
12 9 (8.65%) Load Balancing
13 8 (7.69%) Integration Testing
Programming Languages
1 61 (58.65%) SQL
2 51 (49.04%) Java
3 40 (38.46%) PL/SQL
4 35 (33.65%) T-SQL
5 33 (31.73%) Python
6 27 (25.96%) JavaScript
7 23 (22.12%) C#
8 20 (19.23%) ES6
8 20 (19.23%) Java 8
8 20 (19.23%) TypeScript
9 16 (15.38%) Bash Shell
9 16 (15.38%) Ruby
10 9 (8.65%) C++
10 9 (8.65%) Clojure
11 6 (5.77%) Objective-C
12 3 (2.88%) Scala
13 1 (0.96%) C
13 1 (0.96%) Erlang
13 1 (0.96%) F#
13 1 (0.96%) Haskell
Qualifications
1 20 (19.23%) Security Cleared
2 15 (14.42%) BPSS Clearance
3 6 (5.77%) Degree
3 6 (5.77%) ITIL Certification
4 1 (0.96%) MCP
4 1 (0.96%) MCSD
4 1 (0.96%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.88%) QA
System Software
1 45 (43.27%) Docker
2 4 (3.85%) VMware Infrastructure
3 2 (1.92%) VirtualBox
4 1 (0.96%) Apache ZooKeeper
4 1 (0.96%) LXC
4 1 (0.96%) OpenAM
Systems Management
1 36 (34.62%) Opscode Chef
1 36 (34.62%) Puppet
2 24 (23.08%) Ansible
3 12 (11.54%) Cobbler
4 9 (8.65%) Graphite
4 9 (8.65%) HAProxy
5 8 (7.69%) Icinga
5 8 (7.69%) Packer
5 8 (7.69%) Terraform
6 1 (0.96%) logstash
Vendors
1 57 (54.81%) Oracle
2 20 (19.23%) Google
3 16 (15.38%) Microsoft
4 12 (11.54%) VMware
5 10 (9.62%) Sybase
6 4 (3.85%) IBM
6 4 (3.85%) MuleSoft
6 4 (3.85%) TIBCO
7 3 (2.88%) Informatica
8 1 (0.96%) Avaya
8 1 (0.96%) Cisco
8 1 (0.96%) Splunk