Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

MongoDB
UK > Scotland
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 107 113 150
Rank change year-on-year +6 +37 +13
Permanent jobs citing MongoDB 141 108 89
As % of all permanent IT jobs advertised in Scotland 2.45% 2.07% 1.52%
As % of the Database & Business Intelligence category 7.51% 5.44% 4.82%
Number of salaries quoted 106 79 52
Scotland median annual salary £45,000 £40,000 £41,500
Median salary % change year-on-year +12.50% -3.61% -7.78%
10th Percentile £32,750 £34,750 £31,513
90th Percentile £56,250 £80,000 £58,975
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 1,878 1,984 1,848
As % of all permanent IT jobs advertised in Scotland 32.68% 38.07% 31.55%
Number of salaries quoted 1,358 1,230 1,003
Scotland median annual salary £45,000 £42,500 £43,500
Median salary % change year-on-year +5.88% -2.30% +8.75%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £70,000 £70,000 £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 20 July 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 20 July 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 +7 104 £40,000 - 10
Edinburgh -36 33 £52,500 +31.25% 9
Aberdeen - 3 £37,500 -
West Dunbartonshire - 1 £43,500 -
MongoDB
UK

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 Scotland region with a requirement for MongoDB.

1 89 (63.12%) SQL
2 78 (55.32%) Agile Software Development
3 73 (51.77%) Java
4 70 (49.65%) NoSQL
5 67 (47.52%) Oracle
6 52 (36.88%) SQL Server
7 51 (36.17%) Python
8 49 (34.75%) Amazon AWS
9 47 (33.33%) JavaScript
9 47 (33.33%) .NET
10 46 (32.62%) Docker
11 45 (31.91%) Git (software)
12 43 (30.50%) SDLC
13 40 (28.37%) PL/SQL
14 39 (27.66%) MVC
14 39 (27.66%) REST
15 36 (25.53%) Node.js
15 36 (25.53%) Puppet
15 36 (25.53%) Opscode Chef
15 36 (25.53%) ASP.NET MVC
15 36 (25.53%) ASP.NET
15 36 (25.53%) React
15 36 (25.53%) .NET Core
15 36 (25.53%) Collaborative Working
16 35 (24.82%) T-SQL
16 35 (24.82%) Microsoft Azure
17 34 (24.11%) AngularJS
18 32 (22.70%) Spring
19 31 (21.99%) TDD
20 30 (21.28%) C#

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 19 (13.48%) JBoss
2 15 (10.64%) Jetty
2 15 (10.64%) Tomcat
3 12 (8.51%) WebLogic
4 10 (7.09%) Apache Spark
5 4 (2.84%) WebSphere
6 3 (2.13%) Confluence
7 2 (1.42%) Elasticsearch
8 1 (0.71%) Mule
8 1 (0.71%) nginx
8 1 (0.71%) OpenStack
8 1 (0.71%) Oracle SOA Suite
8 1 (0.71%) SAS
8 1 (0.71%) SharePoint
8 1 (0.71%) Tornado
Applications
1 7 (4.96%) Microsoft Excel
Cloud Services
1 49 (34.75%) Amazon AWS
2 35 (24.82%) Microsoft Azure
3 20 (14.18%) Google Cloud Platform
3 20 (14.18%) npm
4 9 (6.38%) GitHub
5 5 (3.55%) Cloud Computing
6 3 (2.13%) Slack
7 2 (1.42%) PaaS
8 1 (0.71%) Amazon S3
8 1 (0.71%) Cortana Intelligence Suite
8 1 (0.71%) SaaS
Communications & Networking
1 9 (6.38%) Firewall
2 4 (2.84%) AMQP
Database & Business Intelligence
1 70 (49.65%) NoSQL
2 52 (36.88%) SQL Server
3 29 (20.57%) MySQL
4 25 (17.73%) Relational Database
5 22 (15.60%) RDBMS
5 22 (15.60%) Redis
6 19 (13.48%) Hadoop
6 19 (13.48%) PostgreSQL
7 13 (9.22%) Couchbase
7 13 (9.22%) Oracle Database
8 12 (8.51%) Apache Cassandra
8 12 (8.51%) Riak
9 11 (7.80%) DB2
10 8 (5.67%) HBase
11 6 (4.26%) Big Data
11 6 (4.26%) Oracle Database 12c
12 4 (2.84%) Data Warehouse
12 4 (2.84%) Neo4j
13 3 (2.13%) Data Mining
13 3 (2.13%) SQLite
Development Applications
1 45 (31.91%) Git (software)
2 24 (17.02%) Cucumber
2 24 (17.02%) Selenium
3 21 (14.89%) Vagrant
4 19 (13.48%) Jenkins
5 17 (12.06%) Team Foundation Server
6 16 (11.35%) Subversion
7 15 (10.64%) JIRA
8 13 (9.22%) JUnit
9 12 (8.51%) FitNesse
10 11 (7.80%) GitLab
11 10 (7.09%) GoCD
12 9 (6.38%) TeamCity
13 8 (5.67%) Artifactory
13 8 (5.67%) Maven
13 8 (5.67%) Sonatype Nexus
14 5 (3.55%) Oracle Forms
15 3 (2.13%) Atlassian Bamboo
15 3 (2.13%) Bitbucket
15 3 (2.13%) git-flow
General
1 5 (3.55%) Finance
2 3 (2.13%) Advertising
3 2 (1.42%) Banking
4 1 (0.71%) Games
4 1 (0.71%) Investment Banking
4 1 (0.71%) Law
4 1 (0.71%) Marketing
Job Titles
1 73 (51.77%) Developer
2 30 (21.28%) .NET Developer
3 26 (18.44%) Java Developer
4 21 (14.89%) C# .NET Developer
4 21 (14.89%) C# Developer
5 19 (13.48%) Java Engineer
6 18 (12.77%) Software Engineer
7 17 (12.06%) Architect
8 16 (11.35%) Java Software Engineer
9 15 (10.64%) Solutions Architect
10 13 (9.22%) Software Developer
11 10 (7.09%) DevOps Engineer
12 8 (5.67%) Analyst
12 8 (5.67%) Python Engineer
12 8 (5.67%) Python Software Engineer
13 7 (4.96%) Release Analyst
13 7 (4.96%) VB.NET Developer
14 6 (4.26%) C++ Software Engineer
14 6 (4.26%) Objective-C Engineer
15 5 (3.55%) Web Developer
Libraries, Frameworks & Software Standards
1 47 (33.33%) .NET
2 39 (27.66%) REST
3 36 (25.53%) .NET Core
3 36 (25.53%) ASP.NET
3 36 (25.53%) ASP.NET MVC
3 36 (25.53%) Node.js
3 36 (25.53%) React
4 34 (24.11%) AngularJS
5 32 (22.70%) Spring
6 29 (20.57%) Hibernate
6 29 (20.57%) HTML
7 27 (19.15%) HTML5
8 25 (17.73%) LESS
9 22 (15.60%) Sass
10 20 (14.18%) Vue.js
11 12 (8.51%) CSS
11 12 (8.51%) RabbitMQ
11 12 (8.51%) RESTful
12 11 (7.80%) Spring Boot
13 9 (6.38%) CSS3
Miscellaneous
1 15 (10.64%) Greenfield Project
2 7 (4.96%) Virtual Team
3 6 (4.26%) Mobile App
4 5 (3.55%) User Experience
5 4 (2.84%) Analytical Skills
5 4 (2.84%) IVR
6 3 (2.13%) Algorithms
7 2 (1.42%) Computer Science
8 1 (0.71%) Data Structures
Operating Systems
1 26 (18.44%) Linux
2 8 (5.67%) Red Hat Enterprise Linux
2 8 (5.67%) Windows
3 6 (4.26%) Apple iOS
4 3 (2.13%) Unix
5 1 (0.71%) AIX
5 1 (0.71%) Mac OS
5 1 (0.71%) Solaris
Processes & Methodologies
1 78 (55.32%) Agile Software Development
2 43 (30.50%) SDLC
3 39 (27.66%) MVC
4 36 (25.53%) Collaborative Working
5 31 (21.99%) TDD
6 26 (18.44%) DevOps
7 25 (17.73%) Scrum
8 21 (14.89%) Microservices
8 21 (14.89%) Software Engineering
9 19 (13.48%) Continuous Integration
10 18 (12.77%) Multithreading
11 16 (11.35%) Open Source
12 15 (10.64%) Customer Requirements
12 15 (10.64%) Deployment Automation
12 15 (10.64%) TOGAF
13 14 (9.93%) Test Automation
14 13 (9.22%) OO
15 12 (8.51%) BDD
15 12 (8.51%) Problem-Solving
16 11 (7.80%) Cybersecurity
Programming Languages
1 89 (63.12%) SQL
2 73 (51.77%) Java
3 51 (36.17%) Python
4 47 (33.33%) JavaScript
5 40 (28.37%) PL/SQL
6 35 (24.82%) T-SQL
7 30 (21.28%) C#
8 23 (16.31%) Bash Shell
8 23 (16.31%) ES6
8 23 (16.31%) Java 8
9 20 (14.18%) TypeScript
10 19 (13.48%) C++
11 16 (11.35%) Ruby
12 11 (7.80%) C
13 10 (7.09%) PHP
14 9 (6.38%) Clojure
15 8 (5.67%) PowerShell
16 7 (4.96%) Perl
16 7 (4.96%) VB
16 7 (4.96%) VB.NET
Qualifications
1 21 (14.89%) Security Cleared
2 15 (10.64%) BPSS Clearance
3 13 (9.22%) Degree
4 6 (4.26%) ITIL Certification
5 2 (1.42%) Microsoft Certification
6 1 (0.71%) MCDBA
6 1 (0.71%) MCITP
6 1 (0.71%) MCP
6 1 (0.71%) MCSD
Quality Assurance & Compliance
1 3 (2.13%) QA
2 1 (0.71%) Data Quality
2 1 (0.71%) Dodd-Frank
2 1 (0.71%) EMIR
2 1 (0.71%) FATCA
2 1 (0.71%) MiFID
2 1 (0.71%) Solvency II
System Software
1 46 (32.62%) Docker
2 4 (2.84%) VMware Infrastructure
3 2 (1.42%) VirtualBox
4 1 (0.71%) Apache ZooKeeper
4 1 (0.71%) LXC
4 1 (0.71%) OpenAM
Systems Management
1 36 (25.53%) Opscode Chef
1 36 (25.53%) Puppet
2 24 (17.02%) Ansible
3 12 (8.51%) Cobbler
4 9 (6.38%) Graphite
4 9 (6.38%) HAProxy
5 8 (5.67%) Icinga
5 8 (5.67%) Packer
5 8 (5.67%) Terraform
6 1 (0.71%) Enterprise Manager Cloud Control
6 1 (0.71%) logstash
6 1 (0.71%) Oracle Flashback
6 1 (0.71%) Oracle RMAN
Vendors
1 67 (47.52%) Oracle
2 25 (17.73%) Microsoft
3 21 (14.89%) Google
4 13 (9.22%) Sybase
5 12 (8.51%) VMware
6 5 (3.55%) IBM
7 4 (2.84%) MuleSoft
7 4 (2.84%) TIBCO
8 3 (2.13%) Atlassian
8 3 (2.13%) Informatica
9 1 (0.71%) Apple
9 1 (0.71%) Avaya
9 1 (0.71%) CA
9 1 (0.71%) Cisco
9 1 (0.71%) Splunk
9 1 (0.71%) Tableau
9 1 (0.71%) Vertica