Period
to 21 November 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 November 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 Nov 2018
Same period 2017 Same period 2016
Rank 78 114 117
Rank change year-on-year +36 +3 +19
Contract jobs citing MongoDB 64 21 11
As % of all contract IT jobs advertised in Edinburgh 2.20% 0.71% 0.52%
As % of the Database & Business Intelligence category 12.19% 3.91% 2.40%
Number of daily rates quoted 38 14 6
Edinburgh median daily rate £413 £391 £375
Median daily rate % change year-on-year +5.43% +4.33% -9.09%
10th Percentile £313 £327 £350
90th Percentile £531 £450 £431
Scotland median daily rate £415 £380 £375
% change year-on-year +9.21% +1.33% -9.09%
Number of hourly rates quoted 1 0 0
Edinburgh median hourly rate £35.00 - -
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 525 537 459
As % of all contract IT jobs advertised in Edinburgh 18.08% 18.27% 21.72%
Number of daily rates quoted 292 288 240
Edinburgh median daily rate £413 £400 £364
Median daily rate % change year-on-year +3.13% +9.97% -9.06%
10th Percentile £313 £309 £265
90th Percentile £575 £529 £513
Scotland median daily rate £400 £393 £350
% change year-on-year +1.91% +12.14% -6.67%
Number of hourly rates quoted 3 2 8
Edinburgh median hourly rate £30.00 £43.39 £49.63
Median hourly rate % change year-on-year -30.86% -12.56% +72.83%
10th Percentile £18.40 £43.39 £43.88
90th Percentile £34.00 £43.39 £52.05
Scotland median hourly rate £31.25 £42.70 £42.00
% change year-on-year -26.81% +1.65% +68.00%

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 November 2018.

Contractor daily rate histogram for MongoDB in Edinburgh

For the 6 months to 21 November 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 55 (85.94%) Agile Software Development
2 43 (67.19%) Oracle
3 41 (64.06%) React
4 40 (62.50%) DevOps
4 40 (62.50%) NoSQL
5 37 (57.81%) AngularJS
5 37 (57.81%) HTML
5 37 (57.81%) CSS
6 33 (51.56%) PostgreSQL
7 28 (43.75%) Node.js
8 27 (42.19%) Java
9 25 (39.06%) Microservices
10 24 (37.50%) JavaScript
10 24 (37.50%) SQL
10 24 (37.50%) Apache Cassandra
10 24 (37.50%) Twitter Bootstrap
10 24 (37.50%) HTML5
11 23 (35.94%) Test Automation
11 23 (35.94%) CSS3
12 22 (34.38%) MySQL
13 21 (32.81%) Relational Database
14 20 (31.25%) MEAN Stack
14 20 (31.25%) RDBMS
14 20 (31.25%) Scrum
15 19 (29.69%) Spring
15 19 (29.69%) Python
15 19 (29.69%) Functional Testing
16 16 (25.00%) TDD
17 14 (21.88%) JUnit
17 14 (21.88%) Linux

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 2 (3.13%) Apache Spark
Applications
1 1 (1.56%) MS Visio
Cloud Services
1 4 (6.25%) OpenShift
2 3 (4.69%) Amazon AWS
Communications & Networking
1 4 (6.25%) HTTP
Database & Business Intelligence
1 40 (62.50%) NoSQL
2 33 (51.56%) PostgreSQL
3 24 (37.50%) Apache Cassandra
4 22 (34.38%) MySQL
5 21 (32.81%) Relational Database
6 20 (31.25%) RDBMS
7 13 (20.31%) SQL Server
8 11 (17.19%) Oracle Database
9 10 (15.63%) Informix
10 4 (6.25%) Redis
11 3 (4.69%) InfluxDB
11 3 (4.69%) SQL Server 2012
11 3 (4.69%) SQL Server 2016
12 2 (3.13%) Oracle Database 12c
13 1 (1.56%) Apache Hive
13 1 (1.56%) Hadoop
13 1 (1.56%) Impala
13 1 (1.56%) Oracle Database 10g
13 1 (1.56%) SQL Server Integration Services
13 1 (1.56%) Sqoop
Development Applications
1 14 (21.88%) Git (software)
1 14 (21.88%) JUnit
2 13 (20.31%) Subversion
3 8 (12.50%) Jenkins
4 5 (7.81%) Hudson
4 5 (7.81%) JIRA
5 4 (6.25%) Bitbucket
6 1 (1.56%) Maven
General
1 9 (14.06%) Banking
1 9 (14.06%) Finance
2 3 (4.69%) Retail
3 2 (3.13%) Advertising
4 1 (1.56%) Financial Institution
4 1 (1.56%) Marketing
4 1 (1.56%) Telecoms
Job Titles
1 46 (71.88%) Developer
2 21 (32.81%) Full Stack Developer
3 13 (20.31%) DBA
4 11 (17.19%) Node.js Developer
4 11 (17.19%) React Developer
5 10 (15.63%) Java Developer
6 9 (14.06%) Senior Developer
7 8 (12.50%) Administrator
8 7 (10.94%) HTML Developer
8 7 (10.94%) JavaScript Developer
9 6 (9.38%) HTML CSS Developer
9 6 (9.38%) Senior DBA
10 5 (7.81%) MongoDB DBA
10 5 (7.81%) PostgreSQL DBA
10 5 (7.81%) Software Developer
11 4 (6.25%) Front End Developer (Client-Side Developer)
12 3 (4.69%) Senior Java Developer
13 2 (3.13%) Agile Java Developer
13 2 (3.13%) Python Developer
13 2 (3.13%) SQL DBA
Libraries, Frameworks & Software Standards
1 41 (64.06%) React
2 37 (57.81%) AngularJS
2 37 (57.81%) CSS
2 37 (57.81%) HTML
3 28 (43.75%) Node.js
4 24 (37.50%) HTML5
4 24 (37.50%) Twitter Bootstrap
5 23 (35.94%) CSS3
6 20 (31.25%) MEAN Stack
7 19 (29.69%) Spring
8 10 (15.63%) jQuery
8 10 (15.63%) Sass
8 10 (15.63%) Thymeleaf
9 5 (7.81%) Flask
9 5 (7.81%) JSON
9 5 (7.81%) REST
10 4 (6.25%) Django
10 4 (6.25%) Hibernate
10 4 (6.25%) JPA
10 4 (6.25%) RESTful
Miscellaneous
1 8 (12.50%) User Experience
2 4 (6.25%) Fintech
3 2 (3.13%) Clustering
3 2 (3.13%) Data Centre
3 2 (3.13%) NHS
4 1 (1.56%) Algorithms
4 1 (1.56%) Computer Science
4 1 (1.56%) Greenfield Project
4 1 (1.56%) Mobile App
Operating Systems
1 14 (21.88%) Linux
2 4 (6.25%) Windows
3 2 (3.13%) Red Hat Enterprise Linux
3 2 (3.13%) Solaris
3 2 (3.13%) Unix
Processes & Methodologies
1 55 (85.94%) Agile Software Development
2 40 (62.50%) DevOps
3 25 (39.06%) Microservices
4 23 (35.94%) Test Automation
5 20 (31.25%) Scrum
6 19 (29.69%) Functional Testing
7 16 (25.00%) TDD
8 14 (21.88%) Kanban
9 13 (20.31%) Front End Development
10 12 (18.75%) BDD
10 12 (18.75%) Data Migration
10 12 (18.75%) Database Security
10 12 (18.75%) Database Tuning
10 12 (18.75%) Migration
10 12 (18.75%) Software Engineering
11 7 (10.94%) ETL
11 7 (10.94%) Refactoring
11 7 (10.94%) Visualisation
12 5 (7.81%) Data Modelling
12 5 (7.81%) Unit Testing
Programming Languages
1 27 (42.19%) Java
2 24 (37.50%) JavaScript
2 24 (37.50%) SQL
3 19 (29.69%) Python
4 13 (20.31%) Perl
5 4 (6.25%) Bash Shell
5 4 (6.25%) PHP
6 3 (4.69%) PowerShell
6 3 (4.69%) Shell Script
7 1 (1.56%) Java 8
7 1 (1.56%) PL/SQL
7 1 (1.56%) T-SQL
Qualifications
1 3 (4.69%) Security Cleared
Quality Assurance & Compliance
1 3 (4.69%) GDPR
1 3 (4.69%) PMO
2 2 (3.13%) Disclosure Scotland
System Software
1 8 (12.50%) Docker
2 1 (1.56%) VMware Infrastructure
Systems Management
1 4 (6.25%) Kubernetes
1 4 (6.25%) Prometheus
2 3 (4.69%) Ansible
2 3 (4.69%) Grafana
2 3 (4.69%) SCOM
3 2 (3.13%) PowerCLI
4 1 (1.56%) Consul
Vendors
1 43 (67.19%) Oracle
2 6 (9.38%) Talend
3 5 (7.81%) VMware
4 4 (6.25%) Atlassian
5 3 (4.69%) SolarWinds
6 2 (3.13%) Red Hat
7 1 (1.56%) Informatica
7 1 (1.56%) Microsoft
7 1 (1.56%) Tableau