Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for MongoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited MongoDB over the 6 months to 21 July 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

MongoDB
Scotland > Edinburgh
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 97 87 108
Rank change year-on-year -10 +21 +2
Contract jobs citing MongoDB 42 26 33
As % of all contract IT jobs advertised in Edinburgh 1.39% 1.15% 1.17%
As % of the Database & Business Intelligence category 8.14% 6.30% 5.49%
Number of daily rates quoted 29 11 17
Edinburgh median daily rate £363 £400 £390
Median daily rate % change year-on-year -9.38% +2.56% +2.23%
10th Percentile £312 £338 £338
90th Percentile £544 £525 £475
Scotland median daily rate £400 £400 £375
% change year-on-year - +6.67% -9.09%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate £35.00 - -

MongoDB is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 516 413 601
As % of all contract IT jobs advertised in Edinburgh 17.07% 18.21% 21.37%
Number of daily rates quoted 294 223 337
Edinburgh median daily rate £400 £385 £390
Median daily rate % change year-on-year +3.90% -1.28% +4.00%
10th Percentile £305 £263 £265
90th Percentile £535 £535 £525
Scotland median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 1 6 4
Edinburgh median hourly rate £111.50 £43.39 £28.75
Median hourly rate % change year-on-year +156.97% +50.92% -32.35%
10th Percentile £111.25 £40.32 £11.00
90th Percentile £111.75 £49.70 £46.99
Scotland median hourly rate £24.38 £43.39 £36.00
% change year-on-year -43.82% +20.53% +6.67%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing MongoDB in Edinburgh.

Contractor daily rate trend for MongoDB in Edinburgh

MongoDB
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing MongoDB in Edinburgh over the 6 months to 21 July 2018.

Contractor daily rate histogram for MongoDB in Edinburgh

For the 6 months to 21 July 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for MongoDB.

1 31 (73.81%) Agile Software Development
2 27 (64.29%) NoSQL
3 26 (61.90%) CSS
4 25 (59.52%) HTML
5 24 (57.14%) Node.js
6 23 (54.76%) AngularJS
6 23 (54.76%) React
7 19 (45.24%) HTML5
8 18 (42.86%) JavaScript
8 18 (42.86%) Oracle
8 18 (42.86%) Scrum
9 17 (40.48%) CSS3
10 16 (38.10%) DevOps
10 16 (38.10%) Microservices
10 16 (38.10%) MySQL
11 15 (35.71%) Twitter Bootstrap
11 15 (35.71%) Relational Database
12 14 (33.33%) Apache Cassandra
12 14 (33.33%) Java
13 13 (30.95%) PostgreSQL
14 11 (26.19%) Spring
14 11 (26.19%) Python
14 11 (26.19%) MEAN Stack
15 10 (23.81%) RDBMS
15 10 (23.81%) SQL
15 10 (23.81%) Functional Testing
15 10 (23.81%) Test Automation
16 9 (21.43%) REST
16 9 (21.43%) JSON
17 8 (19.05%) JIRA

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 4 (9.52%) Apache
1 4 (9.52%) Confluence
1 4 (9.52%) Tomcat
2 2 (4.76%) Apache Spark
Cloud Services
1 2 (4.76%) OpenShift
2 1 (2.38%) Amazon AWS
2 1 (2.38%) PaaS
Communications & Networking
1 4 (9.52%) HTTP
Database & Business Intelligence
1 27 (64.29%) NoSQL
2 16 (38.10%) MySQL
3 15 (35.71%) Relational Database
4 14 (33.33%) Apache Cassandra
5 13 (30.95%) PostgreSQL
6 10 (23.81%) RDBMS
7 4 (9.52%) Redis
7 4 (9.52%) SQL Server
8 2 (4.76%) InfluxDB
8 2 (4.76%) Informix
8 2 (4.76%) SQL Server 2012
8 2 (4.76%) SQL Server 2016
9 1 (2.38%) Spatial Data
Development Applications
1 8 (19.05%) Git (software)
1 8 (19.05%) JIRA
2 4 (9.52%) Bitbucket
2 4 (9.52%) JUnit
3 2 (4.76%) Jenkins
4 1 (2.38%) Subversion
General
1 8 (19.05%) Banking
2 4 (9.52%) Finance
3 3 (7.14%) Advertising
3 3 (7.14%) Retail
4 2 (4.76%) Financial Institution
5 1 (2.38%) Marketing
5 1 (2.38%) Telecoms
Job Titles
1 35 (83.33%) Developer
2 14 (33.33%) Full Stack Developer
3 8 (19.05%) Software Developer
4 7 (16.67%) Node.js Developer
5 6 (14.29%) Java Developer
5 6 (14.29%) React Developer
6 4 (9.52%) Consultant
7 3 (7.14%) DBA
7 3 (7.14%) JavaScript Developer
7 3 (7.14%) JIRA Developer
8 2 (4.76%) Database Consultant
8 2 (4.76%) MongoDB DBA
8 2 (4.76%) PostgreSQL DBA
8 2 (4.76%) Python Developer
8 2 (4.76%) Senior Developer
9 1 (2.38%) Administrator
9 1 (2.38%) JIRA Consultant
9 1 (2.38%) MongoDB Developer
9 1 (2.38%) Software Engineer
9 1 (2.38%) Web Developer
Libraries, Frameworks & Software Standards
1 26 (61.90%) CSS
2 25 (59.52%) HTML
3 24 (57.14%) Node.js
4 23 (54.76%) AngularJS
4 23 (54.76%) React
5 19 (45.24%) HTML5
6 17 (40.48%) CSS3
7 15 (35.71%) Twitter Bootstrap
8 11 (26.19%) MEAN Stack
8 11 (26.19%) Spring
9 9 (21.43%) JSON
9 9 (21.43%) REST
10 8 (19.05%) Django
10 8 (19.05%) Hibernate
11 5 (11.90%) RESTful
12 4 (9.52%) gRPC
12 4 (9.52%) JPA
12 4 (9.52%) jQuery
12 4 (9.52%) Memcached
12 4 (9.52%) ServiceStack
Miscellaneous
1 4 (9.52%) Fintech
1 4 (9.52%) Wiki
2 3 (7.14%) Enterprise Software
2 3 (7.14%) Greenfield Project
3 2 (4.76%) Algorithms
3 2 (4.76%) Computer Science
3 2 (4.76%) NHS
4 1 (2.38%) Clustering
4 1 (2.38%) Mobile App
4 1 (2.38%) User Experience
4 1 (2.38%) VxBlock/Vblock
Operating Systems
1 1 (2.38%) Linux
1 1 (2.38%) Red Hat Enterprise Linux
1 1 (2.38%) Windows
Processes & Methodologies
1 31 (73.81%) Agile Software Development
2 18 (42.86%) Scrum
3 16 (38.10%) DevOps
3 16 (38.10%) Microservices
4 10 (23.81%) Functional Testing
4 10 (23.81%) Test Automation
5 8 (19.05%) OO
6 7 (16.67%) Open Source
7 6 (14.29%) Data Modelling
7 6 (14.29%) Kanban
7 6 (14.29%) TDD
8 5 (11.90%) Analytics
8 5 (11.90%) Software Engineering
9 4 (9.52%) Defect Tracking
9 4 (9.52%) OOA/OOD
9 4 (9.52%) OOP
9 4 (9.52%) Project Management
9 4 (9.52%) Requirements Analysis
9 4 (9.52%) Software Architecture
10 3 (7.14%) Problem-Solving
Programming Languages
1 18 (42.86%) JavaScript
2 14 (33.33%) Java
3 11 (26.19%) Python
4 10 (23.81%) SQL
5 7 (16.67%) PHP
6 2 (4.76%) Java 8
6 2 (4.76%) Shell Script
7 1 (2.38%) Bash Shell
Qualifications
1 2 (4.76%) Degree
2 1 (2.38%) Security Cleared
Quality Assurance & Compliance
1 2 (4.76%) GDPR
System Software
1 6 (14.29%) Docker
Systems Management
1 4 (9.52%) Kubernetes
2 3 (7.14%) Ansible
3 2 (4.76%) Grafana
3 2 (4.76%) Prometheus
3 2 (4.76%) SCOM
Vendors
1 18 (42.86%) Oracle
2 8 (19.05%) Atlassian
3 2 (4.76%) SolarWinds
4 1 (2.38%) Red Hat