Period
to 23 November 2017

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 23 November 2017 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
23 Nov 2017
Same period 2016 Same period 2015
Rank 75 115 177
Rank change year-on-year +40 +62 +6
Contract jobs citing MongoDB 141 124 69
As % of all contract IT jobs advertised in the North West 2.47% 1.81% 0.81%
As % of the Database & Business Intelligence category 10.96% 7.21% 3.64%
Number of daily rates quoted 142 99 65
North West median daily rate £465 £425 £442
Median daily rate % change year-on-year +9.41% -3.74% +10.38%
10th Percentile £333 £313 £324
90th Percentile £645 £653 £650
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 2 0 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 1287 1719 1897
As % of all contract IT jobs advertised in the North West 22.57% 25.15% 22.21%
Number of daily rates quoted 881 1139 1201
North West median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% +23.08%
10th Percentile £280 £263 £263
90th Percentile £622 £544 £530
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 34 44 41
North West median hourly rate £42.75 £35.75 £40.00
Median hourly rate % change year-on-year +19.58% -10.63% +45.45%
10th Percentile £21.30 £14.38 £18.50
90th Percentile £61.13 £59.31 £57.25
England median hourly rate £32.00 £28.00 £27.50
% change year-on-year +14.29% +1.82% +11.11%

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 23 November 2017.

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 23 November 2017. 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 +13 57 £425 - 20
Cheshire -3 33 £535 +9.74% 2
Lancashire +32 25 £610 +38.64% 1
Merseyside +18 20 £400 +8.11% 3
Cumbria - 4 £420 -
MongoDB
England

For the 6 months to 23 November 2017, IT contractor jobs citing MongoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the North West region with a requirement for MongoDB.

1 79 (56.03%) Java
2 73 (51.77%) Agile Software Development
3 67 (47.52%) JavaScript
4 66 (46.81%) NoSQL
5 65 (46.10%) Git (software)
6 61 (43.26%) SQL
7 58 (41.13%) TDD
8 57 (40.43%) Linux
9 55 (39.01%) MySQL
10 53 (37.59%) Scrum
10 53 (37.59%) Test Automation
11 48 (34.04%) Microservices
12 46 (32.62%) PostgreSQL
12 46 (32.62%) REST
13 45 (31.91%) Node.js
14 44 (31.21%) Red Hat Enterprise Linux
15 41 (29.08%) BDD
15 41 (29.08%) Software Engineering
16 40 (28.37%) Open Source
17 38 (26.95%) JIRA
17 38 (26.95%) Jenkins
18 37 (26.24%) Coaching
19 35 (24.82%) Kanban
19 35 (24.82%) Cucumber
20 32 (22.70%) Spring
20 32 (22.70%) Mentoring
21 31 (21.99%) SFIA
22 30 (21.28%) Confluence
23 29 (20.57%) Slack
24 27 (19.15%) SDLC

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 30 (21.28%) Confluence
2 12 (8.51%) Elasticsearch
3 7 (4.96%) nginx
4 6 (4.26%) SAS
5 3 (2.13%) Apache Solr
6 2 (1.42%) Apache
6 2 (1.42%) Apache Pig
6 2 (1.42%) IIS
7 1 (0.71%) CMS
7 1 (0.71%) JBoss
7 1 (0.71%) Sitecore CMS
7 1 (0.71%) Tomcat
Applications
1 7 (4.96%) Microsoft Excel
2 3 (2.13%) Microsoft Office
3 2 (1.42%) MS Visio
4 1 (0.71%) Microsoft PowerPoint
Business Applications
1 2 (1.42%) Magento
2 1 (0.71%) Oracle SCM
Cloud Services
1 29 (20.57%) Slack
2 9 (6.38%) Microsoft Azure
3 6 (4.26%) Amazon AWS
4 4 (2.84%) Amazon EC2
4 4 (2.84%) Amazon ELB
4 4 (2.84%) Amazon S3
4 4 (2.84%) Route 53
4 4 (2.84%) Virtual Private Cloud
5 3 (2.13%) GitHub
6 2 (1.42%) Amazon CloudWatch
7 1 (0.71%) Amazon Kinesis
7 1 (0.71%) SaaS
Communications & Networking
1 7 (4.96%) HTTP
2 1 (0.71%) Firewall
2 1 (0.71%) SMS
Database & Business Intelligence
1 66 (46.81%) NoSQL
2 55 (39.01%) MySQL
3 46 (32.62%) PostgreSQL
4 21 (14.89%) Apache Cassandra
5 11 (7.80%) Apache Hive
6 10 (7.09%) Hadoop
6 10 (7.09%) SQL Server
7 9 (6.38%) Big Data
7 9 (6.38%) Data Warehouse
8 7 (4.96%) Data Lake
8 7 (4.96%) HBase
8 7 (4.96%) Relational Database
9 6 (4.26%) BusinessObjects
9 6 (4.26%) Enterprise Data Warehouse
9 6 (4.26%) Oracle Database
9 6 (4.26%) Pentaho
10 4 (2.84%) DB2
10 4 (2.84%) OLAP
10 4 (2.84%) OLTP
10 4 (2.84%) Star Schema
Development Applications
1 65 (46.10%) Git (software)
2 38 (26.95%) Jenkins
2 38 (26.95%) JIRA
3 35 (24.82%) Cucumber
4 16 (11.35%) JUnit
5 14 (9.93%) Jasmine
5 14 (9.93%) SonarQube
6 12 (8.51%) Selenium
7 11 (7.80%) Gradle
7 11 (7.80%) IntelliJ
8 7 (4.96%) ERwin
8 7 (4.96%) Maven
9 5 (3.55%) TeamCity
10 4 (2.84%) Eclipse
10 4 (2.84%) GitLab
11 3 (2.13%) JProfiler
11 3 (2.13%) WebDriver
12 2 (1.42%) Metasploit
12 2 (1.42%) Subversion
12 2 (1.42%) Vagrant
General
1 19 (13.48%) Finance
2 7 (4.96%) Banking
3 3 (2.13%) Marketing
4 2 (1.42%) Retail
5 1 (0.71%) Publishing
Job Titles
1 76 (53.90%) Developer
2 47 (33.33%) Java Developer
3 20 (14.18%) Software Engineer
4 15 (10.64%) Java Engineer
5 14 (9.93%) Architect
6 13 (9.22%) Java Software Engineer
6 13 (9.22%) Software Developer
7 12 (8.51%) .NET Developer
7 12 (8.51%) Data Architect
8 11 (7.80%) Java Software Developer
9 10 (7.09%) DevOps Engineer
10 9 (6.38%) Consultant
10 9 (6.38%) Senior Developer
10 9 (6.38%) Senior Software Engineer
11 8 (5.67%) JavaScript Developer
11 8 (5.67%) Senior DevOps
11 8 (5.67%) Senior DevOps Engineer
12 7 (4.96%) JavaScript Engineer
12 7 (4.96%) Senior Java Developer
13 6 (4.26%) Lead Architect
Libraries, Frameworks & Software Standards
1 46 (32.62%) REST
2 45 (31.91%) Node.js
3 32 (22.70%) Spring
4 27 (19.15%) CSS
5 24 (17.02%) RESTful
6 22 (15.60%) .NET
7 21 (14.89%) React
8 18 (12.77%) HTML
8 18 (12.77%) Web Services
9 15 (10.64%) Spring Boot
10 14 (9.93%) JSON
11 13 (9.22%) SOAP
12 12 (8.51%) Hibernate
13 11 (7.80%) XML
14 9 (6.38%) AngularJS
14 9 (6.38%) Dropwizard
15 8 (5.67%) ASP.NET Web API
15 8 (5.67%) J2EE
15 8 (5.67%) jQuery
16 7 (4.96%) LEMP Stack
Miscellaneous
1 12 (8.51%) Analytical Skills
2 7 (4.96%) Clustering
2 7 (4.96%) Greenfield Project
2 7 (4.96%) Management Information System
3 6 (4.26%) Enterprise Software
4 4 (2.84%) Computer Science
5 3 (2.13%) Data Structures
5 3 (2.13%) Reference Data
5 3 (2.13%) State Machine
6 2 (1.42%) Credit Risk
6 2 (1.42%) Mobile App
6 2 (1.42%) RIA
6 2 (1.42%) User Experience
7 1 (0.71%) Data Centre
Operating Systems
1 57 (40.43%) Linux
2 44 (31.21%) Red Hat Enterprise Linux
3 8 (5.67%) Unix
4 6 (4.26%) Ubuntu
5 4 (2.84%) CentOS
6 3 (2.13%) Kali Linux
6 3 (2.13%) Windows
7 2 (1.42%) Android
7 2 (1.42%) Apple iOS
7 2 (1.42%) Windows Server
8 1 (0.71%) Mesosphere
Processes & Methodologies
1 73 (51.77%) Agile Software Development
2 58 (41.13%) TDD
3 53 (37.59%) Scrum
3 53 (37.59%) Test Automation
4 48 (34.04%) Microservices
5 41 (29.08%) BDD
5 41 (29.08%) Software Engineering
6 40 (28.37%) Open Source
7 37 (26.24%) Coaching
8 35 (24.82%) Kanban
9 32 (22.70%) Mentoring
10 31 (21.99%) SFIA
11 27 (19.15%) SDLC
12 20 (14.18%) DevOps
12 20 (14.18%) MVC
13 17 (12.06%) Continuous Delivery
13 17 (12.06%) User Stories
14 15 (10.64%) Continuous Integration
15 12 (8.51%) Integration Testing
15 12 (8.51%) Visualisation
Programming Languages
1 79 (56.03%) Java
2 67 (47.52%) JavaScript
3 61 (43.26%) SQL
4 25 (17.73%) C#
5 15 (10.64%) Python
6 13 (9.22%) Shell Script
7 7 (4.96%) Bash Shell
8 5 (3.55%) VB
9 4 (2.84%) VBA
9 4 (2.84%) XPath
10 3 (2.13%) PHP
10 3 (2.13%) PL/SQL
11 2 (1.42%) Apple Swift
11 2 (1.42%) PowerShell
11 2 (1.42%) R
12 1 (0.71%) Groovy
12 1 (0.71%) T-SQL
Qualifications
1 5 (3.55%) Degree
1 5 (3.55%) Security Cleared
2 4 (2.84%) Computer Science Degree
3 1 (0.71%) ISEB
3 1 (0.71%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 13 (9.22%) QA
2 6 (4.26%) Data Quality
3 4 (2.84%) PCI DSS
System Software
1 11 (7.80%) Docker
2 7 (4.96%) Xen
3 1 (0.71%) Oracle RAC
Systems Management
1 14 (9.93%) Puppet
2 10 (7.09%) Opscode Chef
3 8 (5.67%) Kubernetes
4 7 (4.96%) Rancher
5 4 (2.84%) Grafana
5 4 (2.84%) Packer
5 4 (2.84%) Prometheus
5 4 (2.84%) Terraform
6 3 (2.13%) Ansible
7 2 (1.42%) Nessus
7 2 (1.42%) Nexpose
7 2 (1.42%) Rundeck
8 1 (0.71%) Oracle Enterprise Manager
8 1 (0.71%) Systems Management Server (SMS)
Vendors
1 22 (15.60%) Oracle
2 21 (14.89%) Red Hat
3 17 (12.06%) Microsoft
4 9 (6.38%) Pega
5 6 (4.26%) CA
5 6 (4.26%) Informatica
5 6 (4.26%) Tableau
6 4 (2.84%) Black Duck
6 4 (2.84%) EnterpriseDB
7 3 (2.13%) Perforce
8 2 (1.42%) Ab Initio
8 2 (1.42%) Imperva
8 2 (1.42%) Rapid7
8 2 (1.42%) Sitecore
8 2 (1.42%) Splunk
8 2 (1.42%) Xamarin
8 2 (1.42%) Zend
9 1 (0.71%) IBM
9 1 (0.71%) Telerik