Period
to 20 August 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 20 August 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
20 Aug 2018
Same period 2017 Same period 2016
Rank 120 87 158
Rank change year-on-year -33 +71 -42
Contract jobs citing MongoDB 100 126 87
As % of all contract IT jobs advertised in the North West 1.64% 2.19% 1.16%
As % of the Database & Business Intelligence category 7.78% 9.63% 5.18%
Number of daily rates quoted 64 123 60
North West median daily rate £444 £450 £415
Median daily rate % change year-on-year -1.39% +8.43% -7.78%
10th Percentile £370 £313 £313
90th Percentile £584 £645 £563
England median daily rate £525 £488 £475
% change year-on-year +7.53% +2.79% +5.56%
Number of hourly rates quoted 0 2 0
North West median hourly rate - £50.00 -
England median hourly rate £36.25 £50.00 £38.00
% change year-on-year -27.50% +31.58% -15.56%

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 1,285 1,309 1,680
As % of all contract IT jobs advertised in the North West 21.12% 22.76% 22.44%
Number of daily rates quoted 888 825 1,067
North West median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% -6.25%
10th Percentile £275 £269 £250
90th Percentile £575 £531 £513
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 24 20 48
North West median hourly rate £35.00 £41.25 £28.50
Median hourly rate % change year-on-year -15.15% +44.74% -28.75%
10th Percentile £9.98 £13.44 £14.43
90th Percentile £54.55 £46.90 £59.31
England median hourly rate £30.00 £30.00 £28.50
% change year-on-year - +5.26% +4.34%

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 20 August 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 20 August 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 +19 59 £425 +6.25% 39
Lancashire -2 17 £450 -28.00% 9
Cheshire -42 16 £450 +7.14% 16
Merseyside -13 6 £450 +5.88% 1
MongoDB
England

For the 6 months to 20 August 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 56 (56.00%) Java
2 51 (51.00%) SQL
3 48 (48.00%) Agile Software Development
4 43 (43.00%) JavaScript
5 39 (39.00%) Git (software)
6 38 (38.00%) NoSQL
7 37 (37.00%) MySQL
8 34 (34.00%) Web Services
8 34 (34.00%) Spring
9 31 (31.00%) Amazon AWS
9 31 (31.00%) PostgreSQL
10 30 (30.00%) Oracle
11 28 (28.00%) TDD
12 27 (27.00%) CSS
12 27 (27.00%) Jenkins
13 25 (25.00%) AngularJS
13 25 (25.00%) RESTful
14 24 (24.00%) Open Source
14 24 (24.00%) Microservices
15 23 (23.00%) Node.js
15 23 (23.00%) Linux
16 22 (22.00%) Scrum
17 21 (21.00%) JSON
17 21 (21.00%) DevOps
17 21 (21.00%) Relational Database
18 20 (20.00%) SQL Server
18 20 (20.00%) HTML
19 19 (19.00%) XML
19 19 (19.00%) Continuous Integration
19 19 (19.00%) Apache Cassandra

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 13 (13.00%) SAS
2 11 (11.00%) Confluence
3 7 (7.00%) Apache
3 7 (7.00%) Apache Spark
3 7 (7.00%) Elasticsearch
4 5 (5.00%) OpenStack
5 3 (3.00%) nginx
5 3 (3.00%) Tomcat
5 3 (3.00%) WebSphere
6 2 (2.00%) Adobe Experience Manager
7 1 (1.00%) Apache Pig
7 1 (1.00%) Apache Solr
7 1 (1.00%) Cloud Foundry
7 1 (1.00%) JBoss
7 1 (1.00%) Jetty
7 1 (1.00%) Mule
7 1 (1.00%) Oracle SOA Suite
7 1 (1.00%) WebLogic
Applications
1 2 (2.00%) Microsoft Excel
Business Applications
1 2 (2.00%) Distributed Ledger
Cloud Services
1 31 (31.00%) Amazon AWS
2 9 (9.00%) Microsoft Azure
3 6 (6.00%) Amazon S3
3 6 (6.00%) PaaS
3 6 (6.00%) SaaS
3 6 (6.00%) Slack
4 5 (5.00%) Amazon EC2
4 5 (5.00%) Amazon ELB
4 5 (5.00%) OpenShift
4 5 (5.00%) Route 53
4 5 (5.00%) Virtual Private Cloud
5 4 (4.00%) Cloud Computing
5 4 (4.00%) IaaS
6 2 (2.00%) AWS OpsWorks
6 2 (2.00%) GitHub
7 1 (1.00%) AWS CloudFormation
7 1 (1.00%) npm
7 1 (1.00%) Serverless
Communications & Networking
1 9 (9.00%) HTTP
2 7 (7.00%) Firewall
3 3 (3.00%) SSL
3 3 (3.00%) TCP/IP
4 2 (2.00%) DNS
4 2 (2.00%) Internet
Database & Business Intelligence
1 38 (38.00%) NoSQL
2 37 (37.00%) MySQL
3 31 (31.00%) PostgreSQL
4 21 (21.00%) Relational Database
5 20 (20.00%) SQL Server
6 19 (19.00%) Apache Cassandra
7 16 (16.00%) Big Data
8 13 (13.00%) Hadoop
9 11 (11.00%) Apache Hive
9 11 (11.00%) HBase
10 10 (10.00%) Data Warehouse
11 8 (8.00%) BusinessObjects
11 8 (8.00%) Enterprise Data Warehouse
11 8 (8.00%) Neo4j
11 8 (8.00%) Pentaho
12 7 (7.00%) CouchDB
12 7 (7.00%) DB2
12 7 (7.00%) RDBMS
13 6 (6.00%) Data Lake
14 4 (4.00%) SQL Server 2016
Development Applications
1 39 (39.00%) Git (software)
2 27 (27.00%) Jenkins
3 17 (17.00%) JUnit
4 14 (14.00%) JIRA
5 12 (12.00%) Cucumber
6 10 (10.00%) Gradle
7 9 (9.00%) Maven
8 8 (8.00%) ERwin
8 8 (8.00%) Selenium
9 7 (7.00%) GitLab
9 7 (7.00%) Jasmine
9 7 (7.00%) Mockito
9 7 (7.00%) SonarQube
10 6 (6.00%) SoapUI
11 5 (5.00%) TestNG
12 4 (4.00%) Grunt
12 4 (4.00%) Sonatype Nexus
13 3 (3.00%) Artifactory
13 3 (3.00%) Bitbucket
13 3 (3.00%) IntelliJ
General
1 16 (16.00%) Finance
2 6 (6.00%) Back Office
2 6 (6.00%) Banking
3 1 (1.00%) Automotive
Job Titles
1 55 (55.00%) Developer
2 23 (23.00%) Java Developer
3 10 (10.00%) DevOps Engineer
4 9 (9.00%) Architect
5 7 (7.00%) Senior Developer
5 7 (7.00%) Software Engineer
6 6 (6.00%) Data Architect
7 5 (5.00%) Infrastructure Engineer
7 5 (5.00%) Python Developer
7 5 (5.00%) Software Developer
8 4 (4.00%) Data Engineer
8 4 (4.00%) Java Engineer
8 4 (4.00%) JavaScript Developer
9 3 (3.00%) AWS DevOps
9 3 (3.00%) AWS DevOps Engineer
9 3 (3.00%) AWS Engineer
9 3 (3.00%) Backend Developer
9 3 (3.00%) Full Stack Developer
9 3 (3.00%) MongoDB Developer
9 3 (3.00%) React Developer
Libraries, Frameworks & Software Standards
1 34 (34.00%) Spring
1 34 (34.00%) Web Services
2 27 (27.00%) CSS
3 25 (25.00%) AngularJS
3 25 (25.00%) RESTful
4 23 (23.00%) Node.js
5 21 (21.00%) JSON
6 20 (20.00%) HTML
7 19 (19.00%) XML
8 17 (17.00%) REST
9 15 (15.00%) jQuery
10 14 (14.00%) React
10 14 (14.00%) SOAP
11 12 (12.00%) J2EE
11 12 (12.00%) Kafka
12 11 (11.00%) HTML5
12 11 (11.00%) MEAN Stack
13 9 (9.00%) Elastic Stack
13 9 (9.00%) Spring Boot
14 8 (8.00%) XSLT
Miscellaneous
1 15 (15.00%) Analytical Skills
2 14 (14.00%) Management Information System
3 9 (9.00%) Algorithms
4 8 (8.00%) Enterprise Software
5 4 (4.00%) Computer Science
6 2 (2.00%) Fintech
6 2 (2.00%) Greenfield Project
6 2 (2.00%) Hybrid Cloud
6 2 (2.00%) User Experience
7 1 (1.00%) Data Centre
7 1 (1.00%) Public Cloud
7 1 (1.00%) Robotics
7 1 (1.00%) Self-Motivation
7 1 (1.00%) Social Media
7 1 (1.00%) Virtual Team
Operating Systems
1 23 (23.00%) Linux
2 17 (17.00%) Unix
3 10 (10.00%) Red Hat Enterprise Linux
4 5 (5.00%) CentOS
5 1 (1.00%) AIX
5 1 (1.00%) Windows
Processes & Methodologies
1 48 (48.00%) Agile Software Development
2 28 (28.00%) TDD
3 24 (24.00%) Microservices
3 24 (24.00%) Open Source
4 22 (22.00%) Scrum
5 21 (21.00%) DevOps
6 19 (19.00%) Continuous Integration
7 18 (18.00%) BDD
7 18 (18.00%) SFIA
7 18 (18.00%) Test Automation
8 15 (15.00%) Kanban
9 13 (13.00%) Analytics
9 13 (13.00%) Data Management
10 12 (12.00%) SDLC
11 11 (11.00%) Coaching
11 11 (11.00%) Problem-Solving
11 11 (11.00%) Software Engineering
12 10 (10.00%) Continuous Delivery
12 10 (10.00%) Data Integration
12 10 (10.00%) Visualisation
Programming Languages
1 56 (56.00%) Java
2 51 (51.00%) SQL
3 43 (43.00%) JavaScript
4 17 (17.00%) Python
5 10 (10.00%) C#
5 10 (10.00%) Shell Script
6 6 (6.00%) Groovy
7 4 (4.00%) Java 8
7 4 (4.00%) Scala
8 3 (3.00%) Bash Shell
8 3 (3.00%) Ruby
9 2 (2.00%) PL/SQL
9 2 (2.00%) TypeScript
9 2 (2.00%) VB
9 2 (2.00%) VBA
10 1 (1.00%) ES6
10 1 (1.00%) Java 9
10 1 (1.00%) MATLAB
10 1 (1.00%) PHP
10 1 (1.00%) PowerShell
Qualifications
1 11 (11.00%) Degree
2 8 (8.00%) Security Cleared
3 5 (5.00%) CCDP
3 5 (5.00%) CCNP
3 5 (5.00%) Chartered Engineer
3 5 (5.00%) Cisco Certification
3 5 (5.00%) CISM
3 5 (5.00%) CISSP
3 5 (5.00%) PRINCE2 Certification
4 4 (4.00%) Computer Science Degree
5 2 (2.00%) BPSS Clearance
5 2 (2.00%) SC Cleared
6 1 (1.00%) CCIE
6 1 (1.00%) DBS Check
6 1 (1.00%) PhD
6 1 (1.00%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 9 (9.00%) Data Quality
2 7 (7.00%) QA
System Software
1 15 (15.00%) Docker
2 5 (5.00%) Hyper-V
2 5 (5.00%) Virtual Machines
3 4 (4.00%) Apache ZooKeeper
3 4 (4.00%) etcd
4 1 (1.00%) Apache Flume
4 1 (1.00%) HDFS
Systems Management
1 11 (11.00%) Terraform
2 9 (9.00%) Kubernetes
2 9 (9.00%) Puppet
3 7 (7.00%) Opscode Chef
4 6 (6.00%) Grafana
5 5 (5.00%) Packer
5 5 (5.00%) Prometheus
6 4 (4.00%) Consul
6 4 (4.00%) Failover Clustering
7 3 (3.00%) Kibana
7 3 (3.00%) logstash
7 3 (3.00%) Rancher
8 2 (2.00%) Ansible
8 2 (2.00%) HAProxy
9 1 (1.00%) Graylog
Vendors
1 30 (30.00%) Oracle
2 14 (14.00%) Informatica
3 12 (12.00%) Microsoft
4 10 (10.00%) Tableau
5 8 (8.00%) CA
6 5 (5.00%) Black Duck
6 5 (5.00%) Cisco
6 5 (5.00%) Red Hat
7 4 (4.00%) Splunk
8 3 (3.00%) SAP
9 2 (2.00%) Adobe
9 2 (2.00%) AppDynamics
9 2 (2.00%) Capita
9 2 (2.00%) hybris
10 1 (1.00%) Apigee
10 1 (1.00%) Google
10 1 (1.00%) Hortonworks
10 1 (1.00%) Talend
10 1 (1.00%) Vertica