Period
to 24 May 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 24 May 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
24 May 2018
Same period 2017 Same period 2016
Rank 142 102 164
Rank change year-on-year -40 +62 -59
Contract jobs citing MongoDB 78 111 78
As % of all contract IT jobs advertised in the North West 1.34% 2.04% 1.01%
As % of the Database & Business Intelligence category 6.27% 8.73% 4.97%
Number of daily rates quoted 59 84 61
North West median daily rate £438 £420 £433
Median daily rate % change year-on-year +4.17% -2.89% -13.50%
10th Percentile £355 £307 £320
90th Percentile £563 £575 £688
England median daily rate £525 £475 £475
% change year-on-year +10.53% - +5.56%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £21.50 £35.00 £44.00
% change year-on-year -38.57% -20.45% +10.00%

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 1,245 1,271 1,568
As % of all contract IT jobs advertised in the North West 21.39% 23.36% 20.34%
Number of daily rates quoted 885 792 1,015
North West median daily rate £388 £375 £375
Median daily rate % change year-on-year +3.33% - -
10th Percentile £263 £263 £250
90th Percentile £588 £525 £525
England median daily rate £475 £447 £425
% change year-on-year +6.26% +5.18% +6.25%
Number of hourly rates quoted 18 29 55
North West median hourly rate £46.25 £30.00 £38.00
Median hourly rate % change year-on-year +54.17% -21.05% +8.57%
10th Percentile £13.68 £11.75 £16.25
90th Percentile £56.13 £51.50 £62.85
England median hourly rate £32.00 £30.00 £27.50
% change year-on-year +6.67% +9.09% -4.15%

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 24 May 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 24 May 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 0 50 £450 +20.00% 48
Lancashire -4 12 £433 -17.62% 4
Cheshire -34 12 £435 +5.45% 9
Merseyside -18 4 £475 +5.56% 10
MongoDB
England

For the 6 months to 24 May 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 48 (61.54%) Java
2 43 (55.13%) SQL
3 39 (50.00%) Agile Software Development
4 38 (48.72%) NoSQL
5 35 (44.87%) Scrum
5 35 (44.87%) JavaScript
6 34 (43.59%) Git (software)
7 33 (42.31%) MySQL
7 33 (42.31%) TDD
8 27 (34.62%) PostgreSQL
8 27 (34.62%) Web Services
9 26 (33.33%) Open Source
9 26 (33.33%) Kanban
10 25 (32.05%) REST
11 23 (29.49%) BDD
12 21 (26.92%) Spring
12 21 (26.92%) Linux
12 21 (26.92%) Oracle
12 21 (26.92%) Node.js
13 20 (25.64%) Amazon AWS
13 20 (25.64%) SQL Server
14 19 (24.36%) JUnit
14 19 (24.36%) Finance
14 19 (24.36%) Microservices
15 18 (23.08%) SFIA
15 18 (23.08%) Continuous Integration
16 17 (21.79%) Test Automation
16 17 (21.79%) Apache Cassandra
16 17 (21.79%) Jenkins
17 16 (20.51%) Software Engineering

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 11 (14.10%) SAS
2 9 (11.54%) Confluence
3 4 (5.13%) Apache
3 4 (5.13%) Elasticsearch
3 4 (5.13%) OpenStack
4 2 (2.56%) Apache Spark
4 2 (2.56%) CMS
4 2 (2.56%) nginx
4 2 (2.56%) Tomcat
5 1 (1.28%) Adobe Experience Manager
5 1 (1.28%) Apache Pig
5 1 (1.28%) JBoss
5 1 (1.28%) Jetty
5 1 (1.28%) WebLogic
5 1 (1.28%) WebSphere
Applications
1 2 (2.56%) Microsoft Excel
Cloud Services
1 20 (25.64%) Amazon AWS
2 9 (11.54%) Slack
3 6 (7.69%) PaaS
3 6 (7.69%) SaaS
4 4 (5.13%) Microsoft Azure
4 4 (5.13%) OpenShift
5 3 (3.85%) IaaS
6 2 (2.56%) Amazon EC2
6 2 (2.56%) Amazon ELB
6 2 (2.56%) Amazon S3
6 2 (2.56%) AWS OpsWorks
6 2 (2.56%) Cloud Computing
6 2 (2.56%) Route 53
6 2 (2.56%) Virtual Private Cloud
7 1 (1.28%) AWS CloudFormation
7 1 (1.28%) Engine Yard
7 1 (1.28%) GitHub
7 1 (1.28%) Heroku
7 1 (1.28%) npm
7 1 (1.28%) Serverless
Communications & Networking
1 6 (7.69%) Firewall
2 4 (5.13%) HTTP
3 2 (2.56%) DNS
3 2 (2.56%) Internet
3 2 (2.56%) SSL
3 2 (2.56%) TCP/IP
Database & Business Intelligence
1 38 (48.72%) NoSQL
2 33 (42.31%) MySQL
3 27 (34.62%) PostgreSQL
4 20 (25.64%) SQL Server
5 17 (21.79%) Apache Cassandra
6 14 (17.95%) Relational Database
7 13 (16.67%) CouchDB
8 11 (14.10%) Hadoop
9 10 (12.82%) Big Data
10 9 (11.54%) Neo4j
11 8 (10.26%) Apache Hive
11 8 (10.26%) HBase
12 7 (8.97%) BusinessObjects
12 7 (8.97%) Data Warehouse
12 7 (8.97%) Enterprise Data Warehouse
12 7 (8.97%) Pentaho
13 5 (6.41%) Data Lake
14 4 (5.13%) DB2
15 3 (3.85%) KDB
15 3 (3.85%) Oracle Reports
Development Applications
1 34 (43.59%) Git (software)
2 19 (24.36%) JUnit
3 17 (21.79%) Jenkins
4 11 (14.10%) Jasmine
4 11 (14.10%) JIRA
5 10 (12.82%) Cucumber
6 8 (10.26%) Gradle
7 7 (8.97%) ERwin
7 7 (8.97%) Maven
8 6 (7.69%) Selenium
9 5 (6.41%) SpecFlow
9 5 (6.41%) TeamCity
10 3 (3.85%) Grunt
10 3 (3.85%) Mockito
10 3 (3.85%) SonarQube
10 3 (3.85%) Sonatype Nexus
11 2 (2.56%) Artifactory
11 2 (2.56%) GitLab
11 2 (2.56%) IntelliJ
12 1 (1.28%) NUnit
General
1 19 (24.36%) Finance
2 4 (5.13%) Banking
3 3 (3.85%) Marketing
4 1 (1.28%) Retail
Job Titles
1 40 (51.28%) Developer
2 23 (29.49%) Java Developer
3 11 (14.10%) Software Engineer
4 9 (11.54%) Architect
5 7 (8.97%) DevOps Engineer
6 6 (7.69%) .NET Developer
6 6 (7.69%) Data Architect
6 6 (7.69%) Java Engineer
6 6 (7.69%) Java Software Engineer
6 6 (7.69%) Senior Developer
7 5 (6.41%) C# .NET Developer
7 5 (6.41%) C# Developer
7 5 (6.41%) JavaScript Developer
8 4 (5.13%) AWS DevOps
8 4 (5.13%) Infrastructure Engineer
9 3 (3.85%) Applications Developer
9 3 (3.85%) Consultant
9 3 (3.85%) Java Applications Developer
9 3 (3.85%) Python Developer
9 3 (3.85%) Technical Architect
Libraries, Frameworks & Software Standards
1 27 (34.62%) Web Services
2 25 (32.05%) REST
3 21 (26.92%) Node.js
3 21 (26.92%) Spring
4 14 (17.95%) AngularJS
5 13 (16.67%) RESTful
5 13 (16.67%) SOAP
6 12 (15.38%) Ajax
6 12 (15.38%) CSS
7 11 (14.10%) React
8 8 (10.26%) Apache Wicket
8 8 (10.26%) J2EE
8 8 (10.26%) jQuery
8 8 (10.26%) XML
9 7 (8.97%) Java EE
9 7 (8.97%) Spring MVC
10 6 (7.69%) .NET
10 6 (7.69%) Apache CXF
10 6 (7.69%) DWR
10 6 (7.69%) HTML
Miscellaneous
1 12 (15.38%) Management Information System
2 10 (12.82%) Analytical Skills
3 8 (10.26%) Enterprise Software
4 4 (5.13%) User Experience
5 3 (3.85%) Algorithms
5 3 (3.85%) Greenfield Project
6 2 (2.56%) Computer Science
6 2 (2.56%) Fintech
6 2 (2.56%) Hybrid Cloud
6 2 (2.56%) Public Cloud
7 1 (1.28%) Robotics
7 1 (1.28%) Self-Motivation
7 1 (1.28%) Wiki
Operating Systems
1 21 (26.92%) Linux
2 11 (14.10%) Red Hat Enterprise Linux
3 10 (12.82%) Unix
4 2 (2.56%) CentOS
5 1 (1.28%) Android
Processes & Methodologies
1 39 (50.00%) Agile Software Development
2 35 (44.87%) Scrum
3 33 (42.31%) TDD
4 26 (33.33%) Kanban
4 26 (33.33%) Open Source
5 23 (29.49%) BDD
6 19 (24.36%) Microservices
7 18 (23.08%) Continuous Integration
7 18 (23.08%) SFIA
8 17 (21.79%) Test Automation
9 16 (20.51%) DevOps
9 16 (20.51%) Software Engineering
10 15 (19.23%) Coaching
11 14 (17.95%) MVC
12 13 (16.67%) Mentoring
13 11 (14.10%) Data Management
13 11 (14.10%) Pair Programming
13 11 (14.10%) Refactoring
14 10 (12.82%) SDLC
15 9 (11.54%) Continuous Delivery
Programming Languages
1 48 (61.54%) Java
2 43 (55.13%) SQL
3 35 (44.87%) JavaScript
4 13 (16.67%) Python
5 10 (12.82%) Ruby
6 9 (11.54%) Groovy
6 9 (11.54%) Shell Script
7 8 (10.26%) C#
8 7 (8.97%) Scala
9 4 (5.13%) Bash Shell
10 3 (3.85%) Java 8
11 2 (2.56%) Go
11 2 (2.56%) VB
11 2 (2.56%) VBA
12 1 (1.28%) C
12 1 (1.28%) C++
12 1 (1.28%) Java 9
12 1 (1.28%) PHP
12 1 (1.28%) PowerShell
12 1 (1.28%) R
Qualifications
1 7 (8.97%) Security Cleared
2 5 (6.41%) Degree
3 4 (5.13%) CCDP
3 4 (5.13%) CCNP
3 4 (5.13%) Chartered Engineer
3 4 (5.13%) Cisco Certification
3 4 (5.13%) CISM
3 4 (5.13%) CISSP
3 4 (5.13%) PRINCE2 Certification
4 2 (2.56%) Computer Science Degree
4 2 (2.56%) SC Cleared
5 1 (1.28%) CCIE
5 1 (1.28%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 7 (8.97%) Data Quality
2 5 (6.41%) QA
System Software
1 12 (15.38%) Docker
2 5 (6.41%) Virtual Machines
3 4 (5.13%) Apache ZooKeeper
3 4 (5.13%) Hyper-V
4 3 (3.85%) etcd
5 1 (1.28%) Apache Flume
5 1 (1.28%) LXC
Systems Management
1 7 (8.97%) Opscode Chef
2 6 (7.69%) Terraform
3 5 (6.41%) Kubernetes
3 5 (6.41%) Puppet
4 3 (3.85%) Consul
4 3 (3.85%) Failover Clustering
5 2 (2.56%) Ansible
5 2 (2.56%) Grafana
5 2 (2.56%) HAProxy
5 2 (2.56%) Kibana
5 2 (2.56%) logstash
5 2 (2.56%) Packer
5 2 (2.56%) Prometheus
6 1 (1.28%) Oozie
Vendors
1 21 (26.92%) Oracle
2 11 (14.10%) Informatica
3 9 (11.54%) Microsoft
3 9 (11.54%) Red Hat
4 7 (8.97%) CA
4 7 (8.97%) Tableau
5 4 (5.13%) Cisco
6 3 (3.85%) SAP
6 3 (3.85%) Splunk
7 2 (2.56%) AppDynamics
7 2 (2.56%) Black Duck
7 2 (2.56%) Capita
8 1 (1.28%) Adobe
8 1 (1.28%) Apigee
8 1 (1.28%) Segue