Period
to 26 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 26 July 2017 with a comparison to the same period in the previous 2 years.

MongoDB
Scotland > Edinburgh
6 months to
26 Jul 2017
Same period 2016 Same period 2015
Rank 88 104 131
Rank change year-on-year +16 +27 +19
Permanent jobs citing MongoDB 59 44 28
As % of all permanent IT jobs advertised in Edinburgh 2.37% 1.74% 0.99%
As % of the Database & Business Intelligence category 6.85% 6.40% 3.38%
Number of salaries quoted 49 38 21
Edinburgh median annual salary £40,000 £40,000 £50,000
Median salary % change year-on-year - -20.00% +35.52%
10th Percentile £35,000 £31,250 £33,750
90th Percentile £45,000 £50,000 £84,250
Scotland median annual salary £40,000 £41,500 £45,000
% change year-on-year -3.61% -7.78% +12.50%

MongoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Edinburgh
Permanent job vacancies with a requirement for database and business intelligence skills 861 688 829
As % of all permanent IT job vacancies advertised in Edinburgh 34.56% 27.23% 29.25%
Number of salaries quoted 560 418 549
Edinburgh median annual salary £41,500 £45,000 £40,000
Median salary % change year-on-year -7.78% +12.50% -3.61%
10th Percentile £27,500 £29,000 £26,250
90th Percentile £70,000 £62,500 £59,300
Scotland median annual salary £42,500 £43,750 £40,000
% change year-on-year -2.86% +9.38% -

MongoDB
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for MongoDB in Edinburgh

MongoDB
Salary Trend in Edinburgh

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

Salary trend for MongoDB in Edinburgh

MongoDB
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 26 July 2017.

Salary histogram for MongoDB in Edinburgh

For the 6 months to 26 July 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 31 (52.54%) Java
2 30 (50.85%) Open Source
3 28 (47.46%) PostgreSQL
3 28 (47.46%) Python
4 22 (37.29%) Hadoop
4 22 (37.29%) Neo4j
5 20 (33.90%) Software Engineering
5 20 (33.90%) Mathematics
5 20 (33.90%) Security Cleared
5 20 (33.90%) Degree
5 20 (33.90%) Agile Software Development
5 20 (33.90%) SDLC
5 20 (33.90%) Open Source Development
6 18 (30.51%) Linux
7 16 (27.12%) Statistics
8 14 (23.73%) Django
8 14 (23.73%) ETL
9 13 (22.03%) NoSQL
9 13 (22.03%) Machine Learning
9 13 (22.03%) AngularJS
10 11 (18.64%) Applied Mathematics
11 9 (15.25%) Operations Research
11 9 (15.25%) Continuous Integration
11 9 (15.25%) Test Automation
11 9 (15.25%) JavaScript
11 9 (15.25%) SQL
12 8 (13.56%) MySQL
12 8 (13.56%) Apache
12 8 (13.56%) Subversion
12 8 (13.56%) Computer Science

MongoDB
Co-occurring 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 (13.56%) Apache
2 7 (11.86%) Apache Spark
3 6 (10.17%) CMS
4 1 (1.69%) IIS
4 1 (1.69%) JBoss
4 1 (1.69%) SharePoint
4 1 (1.69%) Tomcat
Cloud Services
1 1 (1.69%) Microsoft Azure
Communications & Networking
1 1 (1.69%) SMS
Database & Business Intelligence
1 28 (47.46%) PostgreSQL
2 22 (37.29%) Hadoop
2 22 (37.29%) Neo4j
3 13 (22.03%) NoSQL
4 8 (13.56%) MySQL
5 5 (8.47%) Data Warehouse
6 2 (3.39%) Big Data
7 1 (1.69%) Apache Cassandra
7 1 (1.69%) ArangoDB
7 1 (1.69%) Azure SQL Database
7 1 (1.69%) HBase
7 1 (1.69%) Pentaho
7 1 (1.69%) Relational Database
7 1 (1.69%) SQL Server
7 1 (1.69%) SQL Server 2014
7 1 (1.69%) SQL Server Integration Services
7 1 (1.69%) SQL Server Reporting Services
Development Applications
1 8 (13.56%) Jenkins
1 8 (13.56%) Subversion
2 7 (11.86%) Ant
2 7 (11.86%) Maven
3 6 (10.17%) HttpUnit
3 6 (10.17%) JMeter
3 6 (10.17%) JUnit
4 1 (1.69%) Cucumber
4 1 (1.69%) Git (software)
4 1 (1.69%) Selenium
4 1 (1.69%) Sonatype Nexus
4 1 (1.69%) Talend Open Studio
General
1 4 (6.78%) Automotive
1 4 (6.78%) Avionics
2 1 (1.69%) Finance
2 1 (1.69%) Games
Job Titles
1 29 (49.15%) Developer
2 25 (42.37%) Java Developer
3 23 (38.98%) Software Developer
4 20 (33.90%) Developer/Software Engineer
4 20 (33.90%) Java Engineer
4 20 (33.90%) Java Software Developer
4 20 (33.90%) Java Software Engineer
4 20 (33.90%) Software Engineer
5 13 (22.03%) Data Scientist
6 6 (10.17%) Analyst
6 6 (10.17%) Data Analyst
6 6 (10.17%) DevOps Manager
7 5 (8.47%) Senior Developer
7 5 (8.47%) Service Analyst
8 4 (6.78%) Senior Java Developer
9 2 (3.39%) Test Leader
10 1 (1.69%) Linux Administrator
10 1 (1.69%) Linux Systems Administrator
10 1 (1.69%) SQL Data Analyst
10 1 (1.69%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 14 (23.73%) Django
2 13 (22.03%) AngularJS
3 7 (11.86%) NumPy
3 7 (11.86%) Spring
3 7 (11.86%) XML
4 6 (10.17%) Hibernate
4 6 (10.17%) J2EE
4 6 (10.17%) RESTful
4 6 (10.17%) SOAP
4 6 (10.17%) Web Services
5 5 (8.47%) .NET
5 5 (8.47%) MLlib
5 5 (8.47%) SciPy
6 4 (6.78%) D3.js
6 4 (6.78%) LAMP
6 4 (6.78%) LAPP Stack
6 4 (6.78%) Ruby on Rails
7 2 (3.39%) JPA
7 2 (3.39%) JSP
7 2 (3.39%) PhoneGap
Miscellaneous
1 8 (13.56%) Computer Science
2 2 (3.39%) Mobile App
2 2 (3.39%) W3C
3 1 (1.69%) Smart City
3 1 (1.69%) User Experience
Operating Systems
1 18 (30.51%) Linux
2 7 (11.86%) Solaris
2 7 (11.86%) Windows
3 2 (3.39%) Android
3 2 (3.39%) Apple iOS
Processes & Methodologies
1 30 (50.85%) Open Source
2 20 (33.90%) Agile Software Development
2 20 (33.90%) Mathematics
2 20 (33.90%) Open Source Development
2 20 (33.90%) SDLC
2 20 (33.90%) Software Engineering
3 16 (27.12%) Statistics
4 14 (23.73%) ETL
5 13 (22.03%) Machine Learning
6 11 (18.64%) Applied Mathematics
7 9 (15.25%) Continuous Integration
7 9 (15.25%) Operations Research
7 9 (15.25%) Test Automation
8 7 (11.86%) DevOps
8 7 (11.86%) Prototyping
8 7 (11.86%) Visualisation
9 6 (10.17%) Data Analysis
9 6 (10.17%) Separation of Concerns
9 6 (10.17%) Web Application Development
10 5 (8.47%) Statistical Analysis
Programming Languages
1 31 (52.54%) Java
2 28 (47.46%) Python
3 9 (15.25%) JavaScript
3 9 (15.25%) SQL
4 4 (6.78%) PHP
4 4 (6.78%) Ruby
5 3 (5.08%) R
6 1 (1.69%) C#
6 1 (1.69%) PowerShell
Qualifications
1 20 (33.90%) Degree
1 20 (33.90%) Security Cleared
2 1 (1.69%) MCDBA
2 1 (1.69%) MCITP
2 1 (1.69%) Microsoft Certification
Quality Assurance & Compliance
1 3 (5.08%) QA
2 2 (3.39%) Data Quality
Vendors
1 7 (11.86%) Oracle
2 6 (10.17%) Alterian
3 1 (1.69%) Splunk
3 1 (1.69%) Talend
Edinburgh, Midlothian
Oho Group Ltd.
Salary: up to £60,000 DOE
Posted: 6 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 8 days ago
Edinburgh
OHO Group Scotland
Salary: Competitive
Posted: 21 days ago
Edinburgh
CPS Group Limited
Salary: £55000 - £65000 per annum + excellent benefits
Posted: 27 days ago