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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
MongoDB
Scotland / Edinburgh
Rank 64 86 91
Rank change year-on-year
+22 +5
Permanent jobs citing MongoDB 25 13 13
As % of all permanent IT jobs located in Edinburgh 2.34% 1.02% 0.97%
As % of the Database & Business Intelligence category 7.74% 3.60% 3.49%
Number of salaries quoted 21 6 7
Median salary £47,500 £53,750 £37,500
Median salary % change year-on-year
-11.62% +43.33%
90% offered a salary of more than £40,000 £38,750 £34,000
10% offered a salary of more than £60,000 £60,000 £55,000
UK excluding London median salary £47,500 £47,500 £42,500
% change year-on-year
- +11.76%

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
323 361 372
As % of all permanent IT jobs located in Edinburgh 30.22% 28.27% 27.87%
Number of salaries quoted 205 279 278
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £32,500 £36,350 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 20 January 2017.

MongoDB Salary Histogram in Edinburgh

MongoDB
Top 30 Related IT Skills in Edinburgh

For the 6 months to 20 January 2017, 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 38 (74.51%) Java
2 29 (56.86%) Agile Software Development
3 27 (52.94%) Spring
4 26 (50.98%) JavaScript
5 24 (47.06%) PostgreSQL
6 23 (45.10%) Hadoop
7 21 (41.18%) Software Engineering
8 19 (37.25%) SaaS
9 18 (35.29%) Git (software)
9 18 (35.29%) Python
10 17 (33.33%) Linux
11 15 (29.41%) HTML
11 15 (29.41%) CSS
11 15 (29.41%) Social Media
11 15 (29.41%) Maven
11 15 (29.41%) Continuous Integration
11 15 (29.41%) Analytics
12 14 (27.45%) Apache Camel
12 14 (27.45%) Neo4j
12 14 (27.45%) Android
12 14 (27.45%) Apple iOS
12 14 (27.45%) Open Source
12 14 (27.45%) SQL Server
12 14 (27.45%) Ant
12 14 (27.45%) TDD
12 14 (27.45%) Hibernate
13 13 (25.49%) ActiveMQ
13 13 (25.49%) SQL
13 13 (25.49%) SOA
13 13 (25.49%) Pentaho

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 (15.69%) JBoss
2 5 (9.80%) Apache Spark
3 3 (5.88%) SAS
4 1 (1.96%) CMS
4 1 (1.96%) Liferay
Applications
1 1 (1.96%) MS Excel
1 1 (1.96%) Stata
Cloud Services
1 19 (37.25%) SaaS
2 3 (5.88%) Amazon AWS
2 3 (5.88%) Amazon S3
2 3 (5.88%) Amazon SQS
2 3 (5.88%) AWS Lambda
3 2 (3.92%) Amazon EC2
4 1 (1.96%) AWS Elastic Beanstalk
Communications & Networking
1 2 (3.92%) HTTP
Database & Business Intelligence
1 24 (47.06%) PostgreSQL
2 23 (45.10%) Hadoop
3 14 (27.45%) Neo4j
3 14 (27.45%) SQL Server
4 13 (25.49%) Pentaho
5 12 (23.53%) Big Data
6 9 (17.65%) MySQL
7 8 (15.69%) RDBMS
7 8 (15.69%) Relational Database
8 7 (13.73%) Amazon Redshift
8 7 (13.73%) Apache Cassandra
8 7 (13.73%) NoSQL
9 6 (11.76%) Apache Hive
9 6 (11.76%) HBase
10 4 (7.84%) Data Warehouse
10 4 (7.84%) Oracle Reports
10 4 (7.84%) PowerCenter
11 3 (5.88%) Data Mining
12 2 (3.92%) GIS
12 2 (3.92%) Redis
Development Applications
1 18 (35.29%) Git (software)
2 15 (29.41%) Maven
3 14 (27.45%) Ant
4 13 (25.49%) Talend Open Studio
5 11 (21.57%) Subversion
6 3 (5.88%) Grunt
6 3 (5.88%) gulp
6 3 (5.88%) Jasmine
6 3 (5.88%) Karma Test Runner
6 3 (5.88%) Mocha
6 3 (5.88%) PHPUnit
7 2 (3.92%) Jenkins
7 2 (3.92%) JUnit
General
1 9 (17.65%) Games
2 8 (15.69%) Finance
2 8 (15.69%) Retail
2 8 (15.69%) Telecoms
3 7 (13.73%) Marketing
Job Titles
1 29 (56.86%) Developer
2 16 (31.37%) Java Developer
3 14 (27.45%) Software Engineer
4 8 (15.69%) Web Developer
5 7 (13.73%) Applications Developer
5 7 (13.73%) Web Applications Developer
6 6 (11.76%) Java Engineer
6 6 (11.76%) Java Software Engineer
7 5 (9.80%) Data Engineer
7 5 (9.80%) Software Developer
8 4 (7.84%) Full Stack Developer
9 3 (5.88%) Data Scientist
9 3 (5.88%) Java Software Developer
9 3 (5.88%) Java Web Developer
9 3 (5.88%) Scrum Master
9 3 (5.88%) Senior Data Scientist
10 2 (3.92%) Java Applications Developer
10 2 (3.92%) PHP Developer
10 2 (3.92%) Python Developer
10 2 (3.92%) Unix Developer
Libraries, Frameworks & Software Standards
1 27 (52.94%) Spring
2 15 (29.41%) CSS
2 15 (29.41%) HTML
3 14 (27.45%) Apache Camel
3 14 (27.45%) Hibernate
4 13 (25.49%) ActiveMQ
4 13 (25.49%) CSS3
4 13 (25.49%) Drools
4 13 (25.49%) ELK Stack
4 13 (25.49%) HTML5
4 13 (25.49%) jBPM
5 12 (23.53%) Java EE
6 7 (13.73%) Middleware
7 6 (11.76%) AngularJS
7 6 (11.76%) XML
7 6 (11.76%) XSLT
8 4 (7.84%) Node.js
8 4 (7.84%) React
9 3 (5.88%) Web Services
10 2 (3.92%) RabbitMQ
Miscellaneous
1 15 (29.41%) Social Media
2 3 (5.88%) Mobile App
3 1 (1.96%) Analytical Skills
3 1 (1.96%) Applied Mathematics
3 1 (1.96%) Computer Science
3 1 (1.96%) Informatics
3 1 (1.96%) Mathematics
3 1 (1.96%) Statistics
3 1 (1.96%) Visualisation
Operating Systems
1 17 (33.33%) Linux
2 14 (27.45%) Android
2 14 (27.45%) Apple iOS
3 6 (11.76%) Unix
4 1 (1.96%) CentOS
4 1 (1.96%) Ubuntu
Processes & Methodologies
1 29 (56.86%) Agile Software Development
2 21 (41.18%) Software Engineering
3 15 (29.41%) Analytics
3 15 (29.41%) Continuous Integration
4 14 (27.45%) Open Source
4 14 (27.45%) TDD
5 13 (25.49%) Microservices
5 13 (25.49%) SOA
6 10 (19.61%) Scrum
7 8 (15.69%) Coaching
7 8 (15.69%) SDLC
8 7 (13.73%) Big Data Analytics
8 7 (13.73%) Data Analytics
9 6 (11.76%) Workflow
10 4 (7.84%) ETL
10 4 (7.84%) High Availability
10 4 (7.84%) Machine Learning
10 4 (7.84%) MVC
11 3 (5.88%) Mobile Application Development
11 3 (5.88%) Statistical Modelling
Programming Languages
1 38 (74.51%) Java
2 26 (50.98%) JavaScript
3 18 (35.29%) Python
4 13 (25.49%) SQL
5 5 (9.80%) PHP
6 4 (7.84%) Perl
6 4 (7.84%) PL/SQL
7 3 (5.88%) Scala
8 1 (1.96%) C#
8 1 (1.96%) Jython
8 1 (1.96%) R
8 1 (1.96%) Ruby
Qualifications
1 10 (19.61%) Degree
2 2 (3.92%) Security Cleared
3 1 (1.96%) SC Cleared
System Software
1 1 (1.96%) Docker
Systems Management
1 2 (3.92%) Hadoop YARN
2 1 (1.96%) Puppet
Vendors
1 13 (25.49%) Talend
2 7 (13.73%) Vertica
3 5 (9.80%) Oracle
4 4 (7.84%) Cloudera
4 4 (7.84%) Informatica
5 3 (5.88%) Twitter
6 1 (1.96%) Greenplum
6 1 (1.96%) Microsoft
6 1 (1.96%) Tableau
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