Period
to 19 February 2018

The following table provides summary statistics for contract job vacancies advertised in the North West 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 19 February 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
England > North West
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 96 104 166
Rank change year-on-year +8 +62 -8
Contract jobs citing MongoDB 110 115 76
As % of all contract IT jobs advertised in the North West 2.07% 1.96% 0.92%
As % of the Database & Business Intelligence category 9.21% 7.85% 4.30%
Number of daily rates quoted 100 89 68
North West median daily rate £425 £425 £486
Median daily rate % change year-on-year - -12.60% +11.78%
10th Percentile £348 £319 £363
90th Percentile £615 £663 £688
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £45.00 - £50.00

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1,195 1,465 1,769
As % of all contract IT jobs advertised in the North West 22.44% 24.98% 21.47%
Number of daily rates quoted 856 997 1,135
North West median daily rate £400 £375 £388
Median daily rate % change year-on-year +6.67% -3.23% +10.71%
10th Percentile £263 £269 £250
90th Percentile £625 £555 £525
England median daily rate £475 £438 £425
% change year-on-year +8.57% +2.94% +6.25%
Number of hourly rates quoted 30 39 57
North West median hourly rate £43.05 £38.50 £39.50
Median hourly rate % change year-on-year +11.82% -2.53% +25.80%
10th Percentile £14.73 £14.38 £16.25
90th Percentile £64.06 £46.40 £61.15
England median hourly rate £35.00 £25.95 £27.37
% change year-on-year +34.90% -5.21% -0.47%

MongoDB
Job Vacancy Trend in the North West

Job postings citing MongoDB as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for MongoDB in the North West

MongoDB
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for MongoDB in the North West

MongoDB
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing MongoDB in the North West over the 6 months to 19 February 2018.

Contractor daily rate histogram for MongoDB in the North West

MongoDB
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the North West region over the 6 months to 19 February 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +11 59 £425 +1.49% 32
Lancashire +22 22 £433 -17.62%
Cheshire -13 17 £500 - 12
Merseyside +12 10 £425 -29.17% 12
MongoDB
England

For the 6 months to 19 February 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 North West region with a requirement for MongoDB.

1 62 (56.36%) Java
2 56 (50.91%) JavaScript
3 53 (48.18%) NoSQL
4 48 (43.64%) TDD
5 47 (42.73%) Git (software)
6 46 (41.82%) Linux
7 45 (40.91%) Agile Software Development
8 44 (40.00%) Scrum
9 43 (39.09%) MySQL
10 42 (38.18%) SQL
10 42 (38.18%) REST
11 41 (37.27%) BDD
11 41 (37.27%) Test Automation
12 38 (34.55%) Node.js
13 35 (31.82%) PostgreSQL
13 35 (31.82%) Red Hat Enterprise Linux
14 33 (30.00%) Kanban
14 33 (30.00%) Cucumber
15 30 (27.27%) Microservices
15 30 (27.27%) SDLC
16 28 (25.45%) Mentoring
16 28 (25.45%) Open Source
17 27 (24.55%) Software Engineering
17 27 (24.55%) Coaching
18 26 (23.64%) SFIA
18 26 (23.64%) JIRA
19 24 (21.82%) Confluence
19 24 (21.82%) CSS
19 24 (21.82%) Web Services
19 24 (21.82%) Slack

MongoDB
Co-occurring IT Skills in the North West 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 24 (21.82%) Confluence
2 13 (11.82%) Elasticsearch
3 3 (2.73%) Apache Solr
3 3 (2.73%) CMS
4 2 (1.82%) Apache
4 2 (1.82%) SAS
5 1 (0.91%) Adobe Experience Manager
5 1 (0.91%) Apache Pig
5 1 (0.91%) Apache Spark
5 1 (0.91%) nginx
5 1 (0.91%) Sitecore CMS
5 1 (0.91%) Tomcat
Applications
1 5 (4.55%) Microsoft Excel
2 2 (1.82%) MS Visio
3 1 (0.91%) Microsoft Office
3 1 (0.91%) Microsoft PowerPoint
Business Applications
1 1 (0.91%) Oracle SCM
Cloud Services
1 24 (21.82%) Slack
2 11 (10.00%) Microsoft Azure
3 10 (9.09%) Amazon AWS
4 6 (5.45%) Amazon EC2
4 6 (5.45%) Amazon ELB
4 6 (5.45%) Amazon S3
4 6 (5.45%) Route 53
4 6 (5.45%) Virtual Private Cloud
5 2 (1.82%) Amazon CloudWatch
5 2 (1.82%) GitHub
5 2 (1.82%) SaaS
6 1 (0.91%) Engine Yard
6 1 (0.91%) Heroku
6 1 (0.91%) PaaS
Communications & Networking
1 2 (1.82%) HTTP
2 1 (0.91%) Firewall
2 1 (0.91%) SMS
Database & Business Intelligence
1 53 (48.18%) NoSQL
2 43 (39.09%) MySQL
3 35 (31.82%) PostgreSQL
4 18 (16.36%) SQL Server
5 13 (11.82%) Apache Cassandra
6 8 (7.27%) CouchDB
7 7 (6.36%) Relational Database
8 6 (5.45%) Apache Hive
8 6 (5.45%) Big Data
9 5 (4.55%) Data Warehouse
9 5 (4.55%) Hadoop
9 5 (4.55%) Redis
10 4 (3.64%) DB2
10 4 (3.64%) HBase
10 4 (3.64%) OLAP
10 4 (3.64%) OLTP
10 4 (3.64%) Star Schema
11 3 (2.73%) Couchbase
11 3 (2.73%) Neo4j
11 3 (2.73%) Oracle Database
Development Applications
1 47 (42.73%) Git (software)
2 33 (30.00%) Cucumber
3 26 (23.64%) JIRA
4 19 (17.27%) Jenkins
5 17 (15.45%) JUnit
6 14 (12.73%) Selenium
7 11 (10.00%) Jasmine
8 8 (7.27%) Maven
8 8 (7.27%) SonarQube
9 7 (6.36%) Gradle
10 6 (5.45%) GitLab
10 6 (5.45%) SpecFlow
10 6 (5.45%) TeamCity
11 3 (2.73%) ERwin
12 2 (1.82%) IntelliJ
12 2 (1.82%) Metasploit
12 2 (1.82%) WebDriver
13 1 (0.91%) JProfiler
13 1 (0.91%) Mockito
13 1 (0.91%) PHPUnit
General
1 12 (10.91%) Finance
2 4 (3.64%) Marketing
3 3 (2.73%) Retail
4 1 (0.91%) Banking
Job Titles
1 60 (54.55%) Developer
2 38 (34.55%) Java Developer
3 16 (14.55%) Software Engineer
4 12 (10.91%) Architect
4 12 (10.91%) Java Engineer
4 12 (10.91%) Java Software Engineer
5 10 (9.09%) .NET Developer
5 10 (9.09%) Consultant
5 10 (9.09%) JavaScript Developer
6 9 (8.18%) Data Architect
6 9 (8.18%) React Developer
7 8 (7.27%) Java Software Developer
8 7 (6.36%) C# .NET Developer
8 7 (6.36%) C# Developer
8 7 (6.36%) Senior Developer
8 7 (6.36%) Senior Java Developer
8 7 (6.36%) Software Developer
9 6 (5.45%) AWS DevOps
9 6 (5.45%) DevOps Engineer
9 6 (5.45%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 42 (38.18%) REST
2 38 (34.55%) Node.js
3 24 (21.82%) CSS
3 24 (21.82%) Web Services
4 23 (20.91%) RESTful
5 22 (20.00%) React
6 17 (15.45%) .NET
7 15 (13.64%) Spring
8 14 (12.73%) HTML
9 13 (11.82%) Spring Boot
9 13 (11.82%) XML
10 12 (10.91%) ASP.NET Web API
11 11 (10.00%) AngularJS
11 11 (10.00%) JSON
12 9 (8.18%) Dropwizard
13 8 (7.27%) ASP.NET
14 7 (6.36%) SOAP
15 6 (5.45%) ASP.NET MVC
15 6 (5.45%) Hibernate
15 6 (5.45%) J2EE
Miscellaneous
1 6 (5.45%) Computer Science
2 5 (4.55%) User Experience
3 4 (3.64%) Greenfield Project
3 4 (3.64%) Management Information System
4 3 (2.73%) Algorithms
4 3 (2.73%) Data Structures
4 3 (2.73%) Enterprise Software
4 3 (2.73%) Reference Data
4 3 (2.73%) State Machine
5 2 (1.82%) Analytical Skills
6 1 (0.91%) Clustering
6 1 (0.91%) Data Centre
6 1 (0.91%) Public Cloud
6 1 (0.91%) Wiki
Operating Systems
1 46 (41.82%) Linux
2 35 (31.82%) Red Hat Enterprise Linux
3 6 (5.45%) CentOS
4 4 (3.64%) Ubuntu
5 3 (2.73%) Kali Linux
5 3 (2.73%) Unix
6 1 (0.91%) Android
Processes & Methodologies
1 48 (43.64%) TDD
2 45 (40.91%) Agile Software Development
3 44 (40.00%) Scrum
4 41 (37.27%) BDD
4 41 (37.27%) Test Automation
5 33 (30.00%) Kanban
6 30 (27.27%) Microservices
6 30 (27.27%) SDLC
7 28 (25.45%) Mentoring
7 28 (25.45%) Open Source
8 27 (24.55%) Coaching
8 27 (24.55%) Software Engineering
9 26 (23.64%) SFIA
10 18 (16.36%) DevOps
11 16 (14.55%) User Stories
12 15 (13.64%) MVC
13 13 (11.82%) Pair Programming
14 12 (10.91%) Refactoring
15 10 (9.09%) Continuous Delivery
16 8 (7.27%) Web Development
Programming Languages
1 62 (56.36%) Java
2 56 (50.91%) JavaScript
3 42 (38.18%) SQL
4 22 (20.00%) C#
5 16 (14.55%) Python
6 7 (6.36%) Ruby
7 5 (4.55%) Scala
7 5 (4.55%) VB
8 4 (3.64%) Groovy
8 4 (3.64%) Shell Script
8 4 (3.64%) VBA
8 4 (3.64%) XPath
9 3 (2.73%) R
10 2 (1.82%) Bash Shell
10 2 (1.82%) PHP
11 1 (0.91%) Go
Qualifications
1 9 (8.18%) Security Cleared
2 8 (7.27%) Degree
3 6 (5.45%) Computer Science Degree
4 1 (0.91%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 3 (2.73%) QA
2 2 (1.82%) Data Quality
System Software
1 4 (3.64%) Docker
2 1 (0.91%) Apache Flume
2 1 (0.91%) Apache ZooKeeper
2 1 (0.91%) LXC
2 1 (0.91%) Oracle RAC
2 1 (0.91%) Virtual Machines
2 1 (0.91%) Xen
Systems Management
1 10 (9.09%) Puppet
2 6 (5.45%) Grafana
2 6 (5.45%) Packer
2 6 (5.45%) Prometheus
2 6 (5.45%) Terraform
3 4 (3.64%) Ansible
3 4 (3.64%) Opscode Chef
4 2 (1.82%) Nessus
4 2 (1.82%) Nexpose
4 2 (1.82%) Rundeck
5 1 (0.91%) Kubernetes
5 1 (0.91%) Oozie
5 1 (0.91%) Oracle Enterprise Manager
5 1 (0.91%) Rancher
5 1 (0.91%) Systems Management Server (SMS)
Vendors
1 18 (16.36%) Red Hat
2 13 (11.82%) Microsoft
3 9 (8.18%) Oracle
4 6 (5.45%) Black Duck
5 4 (3.64%) EnterpriseDB
6 2 (1.82%) CA
6 2 (1.82%) Imperva
6 2 (1.82%) Informatica
6 2 (1.82%) Rapid7
6 2 (1.82%) Sitecore
6 2 (1.82%) Splunk
6 2 (1.82%) Tableau
7 1 (0.91%) Adobe
7 1 (0.91%) Apigee
7 1 (0.91%) IBM
7 1 (0.91%) Perforce
7 1 (0.91%) Segue