The table below looks at the statistics for MongoDB skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited MongoDB over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
MongoDB
Rank 71 86 102
Rank change year-on-year
+15 +16
Permanent jobs citing MongoDB 20 20 11
As % of all permanent IT jobs located in Edinburgh 1.87% 1.38% 0.73%
As % of the Database & Business Intelligence category 6.92% 5.31% 2.60%
Number of salaries quoted 16 14 9
Median salary £42,500 £38,670 £40,000
Median salary % change year-on-year
+9.90% -3.32%
90% offered a salary of more than £38,750 £38,670 £36,500
10% offered a salary of more than £60,000 £57,750 £55,000
UK excluding London median salary £47,500 £47,500 £40,000
% change year-on-year
- +18.75%
MongoDB
Scotland

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
289 377 423
As % of all permanent IT jobs located in Edinburgh 26.98% 26.00% 28.24%
Number of salaries quoted 205 271 321
Median salary £42,500 £44,000 £41,000
Median salary % change year-on-year
-3.40% +7.31%
90% offered a salary of more than £31,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

MongoDB
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing MongoDB as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

MongoDB Jobs Demand Trend in Edinburgh

MongoDB
Salary Trend in Edinburgh

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

MongoDB Salary Trend in Edinburgh

MongoDB
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing MongoDB across the Edinburgh region over the 3 months to 4 December 2016.

MongoDB Salary Histogram in Edinburgh

MongoDB
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 December 2016, IT jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for MongoDB.

1 48 (69.57%) Agile Software Development
2 41 (59.42%) Java
3 38 (55.07%) JavaScript
4 34 (49.28%) SaaS
5 32 (46.38%) Spring
6 30 (43.48%) Git (software)
7 28 (40.58%) Software Engineering
7 28 (40.58%) SQL Server
8 26 (37.68%) Hadoop
9 25 (36.23%) CSS
9 25 (36.23%) HTML
9 25 (36.23%) PostgreSQL
10 24 (34.78%) Social Media
10 24 (34.78%) Maven
11 23 (33.33%) Android
11 23 (33.33%) Hibernate
11 23 (33.33%) Ant
11 23 (33.33%) Apple iOS
12 22 (31.88%) HTML5
12 22 (31.88%) CSS3
12 22 (31.88%) Degree
13 21 (30.43%) SQL
13 21 (30.43%) Linux
14 20 (28.99%) Games
14 20 (28.99%) Subversion
15 17 (24.64%) Finance
15 17 (24.64%) Telecoms
15 17 (24.64%) Python
15 17 (24.64%) Retail
16 15 (21.74%) Analytics

MongoDB
Top Related IT Skills in Edinburgh 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 8 (11.59%) Apache Spark
2 7 (10.14%) JBoss
3 6 (8.70%) SAS
4 3 (4.35%) nginx
5 1 (1.45%) CMS
5 1 (1.45%) Liferay
Applications
1 3 (4.35%) MS Excel
1 3 (4.35%) Stata
Cloud Services
1 34 (49.28%) SaaS
2 6 (8.70%) Amazon AWS
3 5 (7.25%) Amazon S3
3 5 (7.25%) Amazon SQS
3 5 (7.25%) AWS Lambda
4 3 (4.35%) Amazon EC2
5 2 (2.90%) AWS Elastic Beanstalk
5 2 (2.90%) GitHub
Communications & Networking
1 3 (4.35%) DHCP
1 3 (4.35%) DNS
1 3 (4.35%) LDAP
1 3 (4.35%) SAN
1 3 (4.35%) Skype
1 3 (4.35%) Software-Defined Networking
1 3 (4.35%) TCP/IP
2 2 (2.90%) HTTP
Database & Business Intelligence
1 28 (40.58%) SQL Server
2 26 (37.68%) Hadoop
3 25 (36.23%) PostgreSQL
4 13 (18.84%) Big Data
5 11 (15.94%) Apache Hive
5 11 (15.94%) HBase
6 9 (13.04%) Data Warehouse
6 9 (13.04%) MySQL
6 9 (13.04%) Neo4j
6 9 (13.04%) Oracle Reports
6 9 (13.04%) Pentaho
6 9 (13.04%) PowerCenter
7 8 (11.59%) Relational Database
8 7 (10.14%) NoSQL
8 7 (10.14%) RDBMS
9 6 (8.70%) Amazon Redshift
9 6 (8.70%) Apache Cassandra
9 6 (8.70%) Data Mining
10 3 (4.35%) Informix
10 3 (4.35%) Oracle Database
Development Applications
1 30 (43.48%) Git (software)
2 24 (34.78%) Maven
3 23 (33.33%) Ant
4 20 (28.99%) Subversion
5 9 (13.04%) Talend Open Studio
6 5 (7.25%) Grunt
6 5 (7.25%) gulp
6 5 (7.25%) Jasmine
6 5 (7.25%) Karma Test Runner
6 5 (7.25%) Mocha
6 5 (7.25%) PHPUnit
7 2 (2.90%) Jenkins
7 2 (2.90%) JUnit
General
1 20 (28.99%) Games
2 17 (24.64%) Finance
2 17 (24.64%) Retail
2 17 (24.64%) Telecoms
3 7 (10.14%) Marketing
Job Titles
1 36 (52.17%) Developer
2 18 (26.09%) Java Developer
3 13 (18.84%) Software Engineer
4 10 (14.49%) Data Engineer
5 7 (10.14%) Full Stack Developer
5 7 (10.14%) Web Developer
6 6 (8.70%) Applications Developer
6 6 (8.70%) Data Scientist
6 6 (8.70%) Senior Data Scientist
6 6 (8.70%) Web Applications Developer
7 5 (7.25%) Java Engineer
7 5 (7.25%) Java Software Engineer
8 4 (5.80%) PHP Developer
8 4 (5.80%) Software Developer
9 3 (4.35%) Scrum Master
9 3 (4.35%) Senior Server Engineer
9 3 (4.35%) Senior Windows Server Engineer
9 3 (4.35%) Server Engineer
9 3 (4.35%) Windows Engineer
9 3 (4.35%) Windows Server Engineer
Libraries, Frameworks & Software Standards
1 32 (46.38%) Spring
2 25 (36.23%) CSS
2 25 (36.23%) HTML
3 23 (33.33%) Hibernate
4 22 (31.88%) CSS3
4 22 (31.88%) HTML5
5 10 (14.49%) Apache Camel
6 9 (13.04%) ActiveMQ
6 9 (13.04%) AngularJS
6 9 (13.04%) Drools
6 9 (13.04%) ELK Stack
6 9 (13.04%) jBPM
7 8 (11.59%) Java EE
8 7 (10.14%) Node.js
9 6 (8.70%) Middleware
10 5 (7.25%) XML
10 5 (7.25%) XSLT
11 4 (5.80%) D3.js
11 4 (5.80%) React
12 3 (4.35%) LAMP
Miscellaneous
1 24 (34.78%) Social Media
2 4 (5.80%) Computer Science
2 4 (5.80%) Mobile App
3 3 (4.35%) Analytical Skills
3 3 (4.35%) Applied Mathematics
3 3 (4.35%) Informatics
3 3 (4.35%) Mathematics
3 3 (4.35%) Statistics
3 3 (4.35%) Visualisation
Operating Systems
1 23 (33.33%) Android
1 23 (33.33%) Apple iOS
2 21 (30.43%) Linux
3 11 (15.94%) Unix
4 3 (4.35%) Red Hat Enterprise Linux
4 3 (4.35%) Solaris
4 3 (4.35%) Windows
4 3 (4.35%) Windows Server
4 3 (4.35%) Windows Server 2012
5 1 (1.45%) CentOS
5 1 (1.45%) Ubuntu
Processes & Methodologies
1 48 (69.57%) Agile Software Development
2 28 (40.58%) Software Engineering
3 15 (21.74%) Analytics
4 13 (18.84%) Continuous Integration
5 12 (17.39%) Open Source
5 12 (17.39%) Scrum
6 10 (14.49%) TDD
7 9 (13.04%) ETL
7 9 (13.04%) High Availability
7 9 (13.04%) Microservices
7 9 (13.04%) SOA
8 7 (10.14%) Coaching
8 7 (10.14%) MVC
9 6 (8.70%) Big Data Analytics
9 6 (8.70%) Data Analytics
9 6 (8.70%) Statistical Modelling
9 6 (8.70%) Unit Testing
10 5 (7.25%) Kanban
10 5 (7.25%) Machine Learning
10 5 (7.25%) Workflow
Programming Languages
1 41 (59.42%) Java
2 38 (55.07%) JavaScript
3 21 (30.43%) SQL
4 17 (24.64%) Python
5 9 (13.04%) Perl
5 9 (13.04%) PHP
5 9 (13.04%) PL/SQL
6 6 (8.70%) Scala
7 3 (4.35%) R
8 1 (1.45%) C#
8 1 (1.45%) Jython
8 1 (1.45%) Ruby
Qualifications
1 22 (31.88%) Degree
2 1 (1.45%) SC Cleared
2 1 (1.45%) Security Cleared
System Software
1 3 (4.35%) Active Directory
1 3 (4.35%) Virtual Desktop
1 3 (4.35%) Virtual Machines
2 1 (1.45%) Docker
Systems Management
1 3 (4.35%) SCCM
2 2 (2.90%) Hadoop YARN
3 1 (1.45%) Puppet
Vendors
1 13 (18.84%) Oracle
2 9 (13.04%) Cloudera
2 9 (13.04%) Informatica
2 9 (13.04%) Talend
3 6 (8.70%) Microsoft
3 6 (8.70%) Vertica
4 3 (4.35%) Citrix
4 3 (4.35%) Greenplum
4 3 (4.35%) Red Hat
4 3 (4.35%) Sun
4 3 (4.35%) Tableau
4 3 (4.35%) Twitter
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