Period
to 18 November 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 18 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
England > North West
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 116 76 116
Rank change year-on-year -40 +40 +58
Contract jobs citing MongoDB 105 140 121
As % of all contract IT jobs advertised in the North West 1.79% 2.46% 1.75%
As % of the Database & Business Intelligence category 8.57% 10.84% 6.98%
Number of daily rates quoted 67 141 95
North West median daily rate £450 £465 £435
Median daily rate % change year-on-year -3.23% +6.90% -0.57%
10th Percentile £372 £333 £313
90th Percentile £657 £645 £658
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 0 2 0
North West median hourly rate - £50.00 -
England median hourly rate £45.00 £45.00 -

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 1,225 1,292 1,734
As % of all contract IT jobs advertised in the North West 20.89% 22.71% 25.15%
Number of daily rates quoted 823 882 1,149
North West median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -6.25%
10th Percentile £285 £282 £263
90th Percentile £556 £621 £544
England median daily rate £475 £455 £425
% change year-on-year +4.40% +7.06% +3.03%
Number of hourly rates quoted 24 34 44
North West median hourly rate £29.50 £42.75 £35.75
Median hourly rate % change year-on-year -30.99% +19.58% -10.63%
10th Percentile £11.55 £21.30 £14.38
90th Percentile £47.50 £61.13 £59.31
England median hourly rate £35.00 £31.50 £28.00
% change year-on-year +11.11% +12.50% -

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 18 November 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 18 November 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 -23 45 £421 -0.88% 37
Lancashire -13 27 £450 -26.23% 5
Cheshire -11 17 £450 -15.89% 10
Merseyside -17 9 £400 - 2
MongoDB
England

For the 6 months to 18 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 North West region with a requirement for MongoDB.

1 52 (49.52%) MySQL
2 49 (46.67%) Agile Software Development
3 45 (42.86%) Java
4 42 (40.00%) Jenkins
5 41 (39.05%) JavaScript
6 38 (36.19%) SQL
6 38 (36.19%) Amazon AWS
7 34 (32.38%) Linux
7 34 (32.38%) DevOps
7 34 (32.38%) Microservices
8 30 (28.57%) Web Services
8 30 (28.57%) CSS
9 29 (27.62%) Git (software)
9 29 (27.62%) AngularJS
10 28 (26.67%) RESTful
10 28 (26.67%) Python
10 28 (26.67%) HTML
10 28 (26.67%) Spring
11 27 (25.71%) Terraform
12 26 (24.76%) JSON
12 26 (24.76%) Puppet
13 24 (22.86%) PostgreSQL
14 23 (21.90%) SQL Server
14 23 (21.90%) XML
15 22 (20.95%) Oracle
15 22 (20.95%) Docker
16 21 (20.00%) HTTP
16 21 (20.00%) TDD
16 21 (20.00%) Test Automation
16 21 (20.00%) Amazon EC2

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 (10.48%) Elasticsearch
2 8 (7.62%) Apache Spark
2 8 (7.62%) Confluence
3 6 (5.71%) Apache
3 6 (5.71%) Apache Solr
3 6 (5.71%) Mule
4 5 (4.76%) Tomcat
5 4 (3.81%) nginx
6 3 (2.86%) Adobe Experience Manager
6 3 (2.86%) SAS
7 2 (1.90%) IIS
7 2 (1.90%) WebSphere
8 1 (0.95%) Apache Pig
8 1 (0.95%) Cloud Foundry
8 1 (0.95%) OpenStack
8 1 (0.95%) Oracle SOA Suite
Business Applications
1 3 (2.86%) Distributed Ledger
2 1 (0.95%) Exstream
Cloud Services
1 38 (36.19%) Amazon AWS
2 21 (20.00%) Amazon EC2
3 18 (17.14%) Amazon S3
4 17 (16.19%) Amazon ELB
4 17 (16.19%) Route 53
4 17 (16.19%) Virtual Private Cloud
5 16 (15.24%) Microsoft Azure
6 6 (5.71%) Apigee
7 4 (3.81%) Amazon SQS
7 4 (3.81%) PaaS
8 3 (2.86%) IaaS
8 3 (2.86%) Slack
9 2 (1.90%) Cloud Computing
9 2 (1.90%) OpenShift
9 2 (1.90%) SaaS
10 1 (0.95%) GitHub
Communications & Networking
1 21 (20.00%) HTTP
2 1 (0.95%) Firewall
2 1 (0.95%) Network Security
2 1 (0.95%) SSL
2 1 (0.95%) TCP/IP
Database & Business Intelligence
1 52 (49.52%) MySQL
2 24 (22.86%) PostgreSQL
3 23 (21.90%) SQL Server
4 20 (19.05%) Apache Cassandra
4 20 (19.05%) Relational Database
5 19 (18.10%) NoSQL
6 14 (13.33%) Big Data
7 11 (10.48%) RDBMS
8 8 (7.62%) Apache Hive
9 7 (6.67%) Hadoop
9 7 (6.67%) HBase
10 6 (5.71%) Data Warehouse
11 4 (3.81%) Amazon Redshift
11 4 (3.81%) Pentaho
12 3 (2.86%) Blockchain
12 3 (2.86%) DB2
12 3 (2.86%) Neo4j
13 2 (1.90%) BusinessObjects
13 2 (1.90%) Data Lake
13 2 (1.90%) Informix
Development Applications
1 42 (40.00%) Jenkins
2 29 (27.62%) Git (software)
3 20 (19.05%) SonarQube
4 19 (18.10%) GitLab
5 18 (17.14%) Selenium
6 13 (12.38%) Maven
7 12 (11.43%) Cucumber
7 12 (11.43%) JIRA
8 11 (10.48%) SoapUI
9 8 (7.62%) JMeter
9 8 (7.62%) JUnit
10 7 (6.67%) Eclipse
11 6 (5.71%) Gradle
11 6 (5.71%) Mercurial
11 6 (5.71%) NeoLoad
12 5 (4.76%) Mockito
12 5 (4.76%) TestNG
13 3 (2.86%) Bitbucket
14 2 (1.90%) Artifactory
14 2 (1.90%) Grunt
General
1 7 (6.67%) Marketing
2 6 (5.71%) Back Office
3 3 (2.86%) Finance
4 2 (1.90%) Banking
5 1 (0.95%) Automotive
5 1 (0.95%) Law
Job Titles
1 56 (53.33%) Developer
2 20 (19.05%) Java Developer
3 17 (16.19%) DevOps Engineer
4 11 (10.48%) Senior Developer
5 8 (7.62%) Senior Java Developer
6 6 (5.71%) PHP Developer
7 5 (4.76%) AWS DevOps
7 5 (4.76%) AWS DevOps Engineer
7 5 (4.76%) AWS Engineer
7 5 (4.76%) JavaScript Developer
7 5 (4.76%) Software Developer
8 4 (3.81%) Data Engineer
8 4 (3.81%) Full Stack Developer
8 4 (3.81%) Software Engineer
9 3 (2.86%) Agile Java Developer
9 3 (2.86%) Applications Developer
9 3 (2.86%) C# Developer
9 3 (2.86%) ETL Developer
9 3 (2.86%) Platform Engineer
9 3 (2.86%) Test Engineer
Libraries, Frameworks & Software Standards
1 30 (28.57%) CSS
1 30 (28.57%) Web Services
2 29 (27.62%) AngularJS
3 28 (26.67%) HTML
3 28 (26.67%) RESTful
3 28 (26.67%) Spring
4 26 (24.76%) JSON
5 23 (21.90%) XML
6 18 (17.14%) Elastic Stack
7 15 (14.29%) Node.js
8 13 (12.38%) Kafka
8 13 (12.38%) React
9 12 (11.43%) HTML5
9 12 (11.43%) RabbitMQ
10 11 (10.48%) MEAN Stack
11 10 (9.52%) ActiveMQ
11 10 (9.52%) Spring Boot
12 9 (8.57%) Sass
13 8 (7.62%) jQuery
13 8 (7.62%) Spring Batch
Miscellaneous
1 9 (8.57%) Algorithms
2 7 (6.67%) Analytical Skills
3 5 (4.76%) Computer Science
3 5 (4.76%) Public Cloud
4 4 (3.81%) Management Information System
5 1 (0.95%) Cyber Defence
5 1 (0.95%) Cyberattack
5 1 (0.95%) Data Centre
5 1 (0.95%) Enterprise Software
5 1 (0.95%) Greenfield Project
5 1 (0.95%) Self-Motivation
5 1 (0.95%) Social Media
5 1 (0.95%) User Experience
5 1 (0.95%) Virtual Team
Operating Systems
1 34 (32.38%) Linux
2 20 (19.05%) Red Hat Enterprise Linux
3 19 (18.10%) CentOS
4 14 (13.33%) Unix
5 4 (3.81%) Windows
6 1 (0.95%) AIX
6 1 (0.95%) Oracle Linux
Processes & Methodologies
1 49 (46.67%) Agile Software Development
2 34 (32.38%) DevOps
2 34 (32.38%) Microservices
3 21 (20.00%) TDD
3 21 (20.00%) Test Automation
4 17 (16.19%) Infrastructure Monitoring
5 15 (14.29%) BDD
6 14 (13.33%) Continuous Delivery
6 14 (13.33%) Continuous Integration
7 11 (10.48%) Kanban
8 10 (9.52%) SDLC
9 9 (8.57%) Scrum
9 9 (8.57%) Web Application Development
10 8 (7.62%) Configuration Management
10 8 (7.62%) Open Source
10 8 (7.62%) Software Engineering
11 7 (6.67%) Migration
11 7 (6.67%) SFIA
11 7 (6.67%) UML
12 6 (5.71%) Continuous Deployment
Programming Languages
1 45 (42.86%) Java
2 41 (39.05%) JavaScript
3 38 (36.19%) SQL
4 28 (26.67%) Python
5 13 (12.38%) C#
6 9 (8.57%) PHP
6 9 (8.57%) PL/SQL
7 6 (5.71%) PHP 5
8 4 (3.81%) Bash Shell
8 4 (3.81%) Perl
8 4 (3.81%) Shell Script
8 4 (3.81%) TypeScript
9 2 (1.90%) ES6
9 2 (1.90%) Groovy
9 2 (1.90%) Java 8
9 2 (1.90%) Scala
10 1 (0.95%) Go
10 1 (0.95%) MATLAB
10 1 (0.95%) R
10 1 (0.95%) Ruby
Qualifications
1 10 (9.52%) Degree
2 7 (6.67%) Security Cleared
3 5 (4.76%) Computer Science Degree
4 2 (1.90%) BPSS Clearance
5 1 (0.95%) CCDP
5 1 (0.95%) CCNP
5 1 (0.95%) Chartered Engineer
5 1 (0.95%) Cisco Certification
5 1 (0.95%) CISM
5 1 (0.95%) CISSP
5 1 (0.95%) DBS Check
5 1 (0.95%) PhD
5 1 (0.95%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (2.86%) Data Quality
1 3 (2.86%) QA
System Software
1 22 (20.95%) Docker
2 2 (1.90%) Apache ZooKeeper
2 2 (1.90%) etcd
2 2 (1.90%) VMware Infrastructure
3 1 (0.95%) Apache Flume
3 1 (0.95%) HDFS
3 1 (0.95%) Hyper-V
3 1 (0.95%) Virtual Machines
Systems Management
1 27 (25.71%) Terraform
2 26 (24.76%) Puppet
3 19 (18.10%) Grafana
3 19 (18.10%) Kubernetes
4 17 (16.19%) Packer
4 17 (16.19%) Prometheus
5 16 (15.24%) Ansible
6 14 (13.33%) Rancher
7 6 (5.71%) Kibana
7 6 (5.71%) logstash
8 4 (3.81%) Opscode Chef
9 2 (1.90%) Consul
9 2 (1.90%) Graylog
9 2 (1.90%) ZABBIX
10 1 (0.95%) Failover Clustering
Vendors
1 22 (20.95%) Oracle
2 15 (14.29%) Black Duck
3 8 (7.62%) Zend
4 6 (5.71%) Google
4 6 (5.71%) Microsoft
5 5 (4.76%) Tableau
6 4 (3.81%) Informatica
7 3 (2.86%) Adobe
8 2 (1.90%) CA
8 2 (1.90%) hybris
8 2 (1.90%) VMware
9 1 (0.95%) Cisco
9 1 (0.95%) Hortonworks
9 1 (0.95%) OpenText
9 1 (0.95%) Red Hat
9 1 (0.95%) Splunk
9 1 (0.95%) Talend
9 1 (0.95%) Vertica