Period
to 21 September 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 September 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 Sep 2018
Same period 2017 Same period 2016
Rank 87 105 114
Rank change year-on-year +18 +9 +16
Contract jobs citing MongoDB 54 27 19
As % of all contract IT jobs advertised in Edinburgh 1.82% 1.01% 0.79%
As % of the Database & Business Intelligence category 10.80% 5.16% 3.76%
Number of daily rates quoted 33 15 9
Edinburgh median daily rate £375 £395 £375
Median daily rate % change year-on-year -5.06% +5.33% -9.09%
10th Percentile £313 £338 £338
90th Percentile £540 £505 £428
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -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 500 523 505
As % of all contract IT jobs advertised in Edinburgh 16.89% 19.51% 20.91%
Number of daily rates quoted 273 282 280
Edinburgh median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £313 £290 £260
90th Percentile £544 £538 £514
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -
Number of hourly rates quoted 1 3 3
Edinburgh median hourly rate £15.50 £43.39 £47.25
Median hourly rate % change year-on-year -64.28% -8.17% +45.72%
Scotland median hourly rate £16.25 £43.39 £36.00
% change year-on-year -62.55% +20.53% +11.03%

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 September 2018.

Contractor daily rate histogram for MongoDB in Edinburgh

For the 6 months to 21 September 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 45 (83.33%) Agile Software Development
2 34 (62.96%) NoSQL
3 32 (59.26%) CSS
4 31 (57.41%) HTML
4 31 (57.41%) AngularJS
4 31 (57.41%) React
5 30 (55.56%) Oracle
6 26 (48.15%) DevOps
7 25 (46.30%) JavaScript
7 25 (46.30%) PostgreSQL
8 23 (42.59%) Scrum
8 23 (42.59%) Node.js
9 22 (40.74%) Java
9 22 (40.74%) SQL
10 20 (37.04%) HTML5
11 18 (33.33%) CSS3
11 18 (33.33%) Spring
12 17 (31.48%) MySQL
12 17 (31.48%) Python
12 17 (31.48%) Microservices
13 16 (29.63%) Relational Database
13 16 (29.63%) Twitter Bootstrap
14 15 (27.78%) Apache Cassandra
15 14 (25.93%) Git (software)
16 13 (24.07%) Test Automation
16 13 (24.07%) TDD
17 12 (22.22%) Kanban
17 12 (22.22%) MEAN Stack
18 11 (20.37%) Functional Testing
18 11 (20.37%) RDBMS

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 (7.41%) Apache
1 4 (7.41%) Confluence
1 4 (7.41%) Tomcat
2 3 (5.56%) Apache Spark
Cloud Services
1 4 (7.41%) OpenShift
2 1 (1.85%) Amazon AWS
2 1 (1.85%) PaaS
Communications & Networking
1 4 (7.41%) HTTP
Database & Business Intelligence
1 34 (62.96%) NoSQL
2 25 (46.30%) PostgreSQL
3 17 (31.48%) MySQL
4 16 (29.63%) Relational Database
5 15 (27.78%) Apache Cassandra
6 11 (20.37%) RDBMS
7 10 (18.52%) SQL Server
8 8 (14.81%) Oracle Database
9 7 (12.96%) Informix
10 4 (7.41%) Redis
11 3 (5.56%) InfluxDB
11 3 (5.56%) SQL Server 2012
11 3 (5.56%) SQL Server 2016
12 2 (3.70%) Oracle Database 12c
13 1 (1.85%) Apache Hive
13 1 (1.85%) Hadoop
13 1 (1.85%) Impala
13 1 (1.85%) Oracle Database 10g
13 1 (1.85%) SQL Server Integration Services
13 1 (1.85%) Sqoop
Development Applications
1 14 (25.93%) Git (software)
2 9 (16.67%) JIRA
2 9 (16.67%) JUnit
3 8 (14.81%) Subversion
4 6 (11.11%) Jenkins
5 4 (7.41%) Bitbucket
6 2 (3.70%) Hudson
7 1 (1.85%) Maven
General
1 8 (14.81%) Banking
2 5 (9.26%) Finance
3 3 (5.56%) Advertising
3 3 (5.56%) Retail
4 2 (3.70%) Financial Institution
5 1 (1.85%) Marketing
5 1 (1.85%) Telecoms
Job Titles
1 42 (77.78%) Developer
2 16 (29.63%) Full Stack Developer
3 10 (18.52%) DBA
4 9 (16.67%) Java Developer
5 8 (14.81%) Software Developer
6 7 (12.96%) Administrator
6 7 (12.96%) Node.js Developer
6 7 (12.96%) React Developer
6 7 (12.96%) Senior Developer
7 4 (7.41%) JavaScript Developer
7 4 (7.41%) MongoDB DBA
7 4 (7.41%) PostgreSQL DBA
8 3 (5.56%) HTML Developer
8 3 (5.56%) JIRA Developer
8 3 (5.56%) Senior DBA
8 3 (5.56%) Senior Java Developer
9 2 (3.70%) Consultant
9 2 (3.70%) HTML CSS Developer
9 2 (3.70%) Python Developer
9 2 (3.70%) SQL DBA
Libraries, Frameworks & Software Standards
1 32 (59.26%) CSS
2 31 (57.41%) AngularJS
2 31 (57.41%) HTML
2 31 (57.41%) React
3 23 (42.59%) Node.js
4 20 (37.04%) HTML5
5 18 (33.33%) CSS3
5 18 (33.33%) Spring
6 16 (29.63%) Twitter Bootstrap
7 12 (22.22%) MEAN Stack
8 9 (16.67%) jQuery
8 9 (16.67%) JSON
8 9 (16.67%) REST
9 8 (14.81%) Django
9 8 (14.81%) Hibernate
10 6 (11.11%) Sass
11 5 (9.26%) Thymeleaf
11 5 (9.26%) XML
12 4 (7.41%) Ajax
12 4 (7.41%) J2EE
Miscellaneous
1 5 (9.26%) User Experience
2 4 (7.41%) Fintech
2 4 (7.41%) Wiki
3 3 (5.56%) Enterprise Software
3 3 (5.56%) Greenfield Project
4 2 (3.70%) Algorithms
4 2 (3.70%) Clustering
4 2 (3.70%) Computer Science
4 2 (3.70%) NHS
5 1 (1.85%) Mobile App
5 1 (1.85%) VxBlock/Vblock
Operating Systems
1 7 (12.96%) Linux
2 2 (3.70%) Red Hat Enterprise Linux
2 2 (3.70%) Windows
Processes & Methodologies
1 45 (83.33%) Agile Software Development
2 26 (48.15%) DevOps
3 23 (42.59%) Scrum
4 17 (31.48%) Microservices
5 13 (24.07%) TDD
5 13 (24.07%) Test Automation
6 12 (22.22%) Kanban
7 11 (20.37%) Functional Testing
8 9 (16.67%) BDD
8 9 (16.67%) Data Migration
8 9 (16.67%) Database Security
8 9 (16.67%) Database Tuning
8 9 (16.67%) Migration
8 9 (16.67%) Open Source
8 9 (16.67%) Software Engineering
9 8 (14.81%) Data Modelling
9 8 (14.81%) OO
10 7 (12.96%) Front End Development
11 6 (11.11%) Analytics
11 6 (11.11%) Requirements Analysis
Programming Languages
1 25 (46.30%) JavaScript
2 22 (40.74%) Java
2 22 (40.74%) SQL
3 17 (31.48%) Python
4 7 (12.96%) PHP
5 6 (11.11%) Perl
6 3 (5.56%) Shell Script
7 2 (3.70%) Bash Shell
7 2 (3.70%) Java 8
8 1 (1.85%) PL/SQL
8 1 (1.85%) PowerShell
8 1 (1.85%) T-SQL
Qualifications
1 2 (3.70%) Degree
1 2 (3.70%) Security Cleared
Quality Assurance & Compliance
1 3 (5.56%) GDPR
2 2 (3.70%) PMO
3 1 (1.85%) Disclosure Scotland
System Software
1 8 (14.81%) Docker
2 1 (1.85%) VMware Infrastructure
Systems Management
1 4 (7.41%) Ansible
1 4 (7.41%) Kubernetes
2 3 (5.56%) Grafana
2 3 (5.56%) Prometheus
2 3 (5.56%) SCOM
Vendors
1 30 (55.56%) Oracle
2 8 (14.81%) Atlassian
3 4 (7.41%) Talend
4 3 (5.56%) SolarWinds
5 2 (3.70%) Red Hat
5 2 (3.70%) VMware
6 1 (1.85%) Informatica
6 1 (1.85%) Microsoft
6 1 (1.85%) Tableau