Period
to 20 October 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 October 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
Yorkshire > West Yorkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 65 46 64
Rank change year-on-year -19 +18 -17
Contract jobs citing MongoDB 107 130 132
As % of all contract IT jobs advertised in West Yorkshire 3.14% 4.45% 3.47%
As % of the Database & Business Intelligence category 13.11% 17.88% 14.32%
Number of daily rates quoted 82 146 112
West Yorkshire median daily rate £500 £430 £450
Median daily rate % change year-on-year +16.28% -4.44% +16.13%
10th Percentile £388 £375 £358
90th Percentile £600 £615 £613
Yorkshire median daily rate £500 £430 £450
% change year-on-year +16.28% -4.44% +12.50%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 816 727 922
As % of all contract IT jobs advertised in West Yorkshire 23.97% 24.89% 24.23%
Number of daily rates quoted 577 503 622
West Yorkshire median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% +4.17%
10th Percentile £319 £310 £290
90th Percentile £550 £529 £513
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.03%
Number of hourly rates quoted 14 4 13
West Yorkshire median hourly rate £17.00 £19.75 £18.38
Median hourly rate % change year-on-year -13.92% +7.48% +5.00%
10th Percentile £12.70 £13.00 £13.50
90th Percentile £33.53 £24.60 £31.50
Yorkshire median hourly rate £17.00 £19.50 £14.00
% change year-on-year -12.82% +39.29% -15.97%

MongoDB
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for MongoDB in West Yorkshire

MongoDB
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for MongoDB in West Yorkshire

MongoDB
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing MongoDB in West Yorkshire over the 6 months to 20 October 2018.

Contractor daily rate histogram for MongoDB in West Yorkshire

MongoDB
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the West Yorkshire region over the 6 months to 20 October 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
Leeds -25 85 £500 +16.28% 18
Bradford - 1 £350 -
Huddersfield - 1 - -
MongoDB
Yorkshire

For the 6 months to 20 October 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 West Yorkshire region with a requirement for MongoDB.

1 62 (57.94%) Microservices
2 60 (56.07%) NoSQL
3 59 (55.14%) Java
3 59 (55.14%) MySQL
4 54 (50.47%) JavaScript
4 54 (50.47%) Linux
5 53 (49.53%) SQL
6 49 (45.79%) Git (software)
7 48 (44.86%) Agile Software Development
8 46 (42.99%) Software Engineering
8 46 (42.99%) Node.js
9 45 (42.06%) PostgreSQL
9 45 (42.06%) Python
10 44 (41.12%) TDD
11 43 (40.19%) Jenkins
12 42 (39.25%) JIRA
13 41 (38.32%) Red Hat Enterprise Linux
14 37 (34.58%) Puppet
15 36 (33.64%) DevOps
16 35 (32.71%) Test Automation
17 33 (30.84%) Confluence
18 32 (29.91%) Amazon AWS
18 32 (29.91%) Continuous Integration
18 32 (29.91%) Docker
19 31 (28.97%) Cucumber
20 30 (28.04%) Slack
21 29 (27.10%) Apache Cassandra
22 28 (26.17%) Terraform
22 28 (26.17%) Grafana
23 27 (25.23%) HTTP

MongoDB
Co-occurring IT Skills in West Yorkshire 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 33 (30.84%) Confluence
2 19 (17.76%) nginx
3 18 (16.82%) Apache
4 13 (12.15%) Apache Spark
5 12 (11.21%) Elasticsearch
5 12 (11.21%) Tomcat
6 3 (2.80%) WebLogic
7 2 (1.87%) Oracle HTTP Server
7 2 (1.87%) WebLogic Portal
8 1 (0.93%) IIS
8 1 (0.93%) JBoss
8 1 (0.93%) Jetty
8 1 (0.93%) Mongrel
8 1 (0.93%) WebSphere
Applications
1 1 (0.93%) Microsoft Excel
Business Applications
1 2 (1.87%) Oracle EBS
Cloud Services
1 32 (29.91%) Amazon AWS
2 30 (28.04%) Slack
3 19 (17.76%) Amazon EC2
4 14 (13.08%) Amazon S3
4 14 (13.08%) Virtual Private Cloud
5 13 (12.15%) Amazon ELB
5 13 (12.15%) Route 53
6 8 (7.48%) Google Analytics
7 4 (3.74%) Amazon SQS
7 4 (3.74%) AWS Lambda
7 4 (3.74%) Serverless
8 3 (2.80%) AWS CloudFormation
8 3 (2.80%) Cloud Computing
8 3 (2.80%) GitHub
8 3 (2.80%) Google Cloud Platform
9 2 (1.87%) Amazon Kinesis
9 2 (1.87%) Amazon SageMaker
10 1 (0.93%) Amazon CloudWatch
10 1 (0.93%) AWS CloudTrail
10 1 (0.93%) Microsoft Azure
Communications & Networking
1 27 (25.23%) HTTP
2 9 (8.41%) SSL
2 9 (8.41%) TCP/IP
3 5 (4.67%) Firewall
4 3 (2.80%) Skype
5 2 (1.87%) DHCP
5 2 (1.87%) DNS
5 2 (1.87%) FTP
5 2 (1.87%) Internet
5 2 (1.87%) IPsec
6 1 (0.93%) SMS
Database & Business Intelligence
1 60 (56.07%) NoSQL
2 59 (55.14%) MySQL
3 45 (42.06%) PostgreSQL
4 29 (27.10%) Apache Cassandra
5 17 (15.89%) CouchDB
6 14 (13.08%) Hadoop
7 13 (12.15%) Redis
8 12 (11.21%) GIS
9 11 (10.28%) Riak
10 8 (7.48%) Big Data
10 8 (7.48%) Relational Database
11 7 (6.54%) Apache Hive
12 5 (4.67%) Couchbase
12 5 (4.67%) Data Warehouse
13 2 (1.87%) InterSystems Cache
13 2 (1.87%) Oracle Reports
13 2 (1.87%) Snowflake Schema
13 2 (1.87%) SQL Server
13 2 (1.87%) SQL Server Integration Services
13 2 (1.87%) SQL Server Reporting Services
Development Applications
1 49 (45.79%) Git (software)
2 43 (40.19%) Jenkins
3 42 (39.25%) JIRA
4 31 (28.97%) Cucumber
5 18 (16.82%) SonarQube
6 13 (12.15%) GitLab
7 12 (11.21%) Mercurial
7 12 (11.21%) Subversion
8 10 (9.35%) IntelliJ
9 9 (8.41%) JUnit
9 9 (8.41%) Selenium
10 8 (7.48%) Artifactory
10 8 (7.48%) Gatling
11 6 (5.61%) Ant
12 3 (2.80%) gulp
12 3 (2.80%) Sublime Text
13 2 (1.87%) Octopus Deploy
13 2 (1.87%) Oracle Forms
13 2 (1.87%) Travis CI
13 2 (1.87%) Visual Studio Code
General
1 4 (3.74%) Finance
2 2 (1.87%) Arabic Language
2 2 (1.87%) Hindi Language
2 2 (1.87%) Indonesian Language
2 2 (1.87%) Malayalam Language
2 2 (1.87%) Retail
2 2 (1.87%) Tamil Language
3 1 (0.93%) Back Office
3 1 (0.93%) Marketing
Job Titles
1 61 (57.01%) Developer
2 22 (20.56%) Java Developer
3 20 (18.69%) DevOps Engineer
4 18 (16.82%) Software Engineer
5 15 (14.02%) Scala Developer
6 13 (12.15%) Software Developer
7 12 (11.21%) Python Developer
8 7 (6.54%) Java Software Developer
9 6 (5.61%) Node.js Developer
10 5 (4.67%) Java Scala Developer
11 4 (3.74%) Data Engineer
12 3 (2.80%) Architect
12 3 (2.80%) Java Engineer
12 3 (2.80%) MongoDB Developer
12 3 (2.80%) Operations Engineer
12 3 (2.80%) Senior Developer
13 2 (1.87%) Data Scientist
13 2 (1.87%) Junior
13 2 (1.87%) Oracle DBA
13 2 (1.87%) Ruby Developer
Libraries, Frameworks & Software Standards
1 46 (42.99%) Node.js
2 25 (23.36%) RabbitMQ
2 25 (23.36%) REST
3 13 (12.15%) Elastic Stack
4 12 (11.21%) Spring
5 11 (10.28%) ActiveMQ
6 10 (9.35%) CSS
6 10 (9.35%) Play Framework
7 8 (7.48%) Gherkin
7 8 (7.48%) Hibernate
8 7 (6.54%) JSON
8 7 (6.54%) Kafka
8 7 (6.54%) Servlets
8 7 (6.54%) XML
9 6 (5.61%) AngularJS
9 6 (5.61%) HTML
9 6 (5.61%) RESTful
10 5 (4.67%) Grails
10 5 (4.67%) Spring Batch
10 5 (4.67%) Spring Security
Miscellaneous
1 7 (6.54%) Analytical Skills
2 5 (4.67%) Public Cloud
3 3 (2.80%) Management Information System
4 2 (1.87%) Hybrid Cloud
4 2 (1.87%) Mobile App
4 2 (1.87%) NHS
5 1 (0.93%) Enterprise Software
5 1 (0.93%) Greenfield Project
5 1 (0.93%) Social Media
Operating Systems
1 54 (50.47%) Linux
2 41 (38.32%) Red Hat Enterprise Linux
3 18 (16.82%) CentOS
4 6 (5.61%) Ubuntu
4 6 (5.61%) Unix
4 6 (5.61%) Windows
5 2 (1.87%) Mac OS X
5 2 (1.87%) Oracle Linux
Processes & Methodologies
1 62 (57.94%) Microservices
2 48 (44.86%) Agile Software Development
3 46 (42.99%) Software Engineering
4 44 (41.12%) TDD
5 36 (33.64%) DevOps
6 35 (32.71%) Test Automation
7 32 (29.91%) Continuous Integration
8 24 (22.43%) BDD
9 22 (20.56%) Mentoring
10 21 (19.63%) Open Source
11 20 (18.69%) Coaching
11 20 (18.69%) SDLC
12 14 (13.08%) Configuration Management
13 13 (12.15%) Infrastructure Monitoring
14 10 (9.35%) Analytics
15 8 (7.48%) High Availability
16 6 (5.61%) SFIA
17 5 (4.67%) Integration Testing
17 5 (4.67%) Pair Programming
17 5 (4.67%) Problem-Solving
Programming Languages
1 59 (55.14%) Java
2 54 (50.47%) JavaScript
3 53 (49.53%) SQL
4 45 (42.06%) Python
5 17 (15.89%) Scala
6 13 (12.15%) Groovy
6 13 (12.15%) Ruby
7 12 (11.21%) Perl
8 9 (8.41%) C#
9 6 (5.61%) Haskell
10 5 (4.67%) Bash Shell
10 5 (4.67%) Java 8
11 3 (2.80%) C
11 3 (2.80%) ES6
12 2 (1.87%) PHP
12 2 (1.87%) PL/SQL
12 2 (1.87%) T-SQL
13 1 (0.93%) R
13 1 (0.93%) Shell Script
13 1 (0.93%) VBA
Qualifications
1 10 (9.35%) SC Cleared
1 10 (9.35%) Security Cleared
2 5 (4.67%) BPSS Clearance
3 2 (1.87%) AWS Certification
3 2 (1.87%) DBS Check
3 2 (1.87%) Degree
3 2 (1.87%) PhD
4 1 (0.93%) MCITP
4 1 (0.93%) MCSE
4 1 (0.93%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.80%) GDPR
2 2 (1.87%) Data Quality
2 2 (1.87%) Disclosure Scotland
2 2 (1.87%) PCI DSS
2 2 (1.87%) QA
3 1 (0.93%) PMO
System Software
1 32 (29.91%) Docker
2 2 (1.87%) Oracle RAC
3 1 (0.93%) Virtual Machines
3 1 (0.93%) VMware Infrastructure
3 1 (0.93%) Xen
Systems Management
1 37 (34.58%) Puppet
2 28 (26.17%) Grafana
2 28 (26.17%) Terraform
3 19 (17.76%) Ansible
4 17 (15.89%) Kubernetes
5 13 (12.15%) Packer
5 13 (12.15%) Prometheus
6 12 (11.21%) Rancher
7 9 (8.41%) Kibana
8 6 (5.61%) Graylog
9 5 (4.67%) Opscode Chef
10 2 (1.87%) Data Guard
10 2 (1.87%) Failover Clustering
10 2 (1.87%) Graphite
10 2 (1.87%) Oracle RMAN
11 1 (0.93%) Single Sign-On
Vendors
1 12 (11.21%) Black Duck
2 11 (10.28%) Google
3 7 (6.54%) Splunk
4 6 (5.61%) Adobe
4 6 (5.61%) Red Hat
5 4 (3.74%) Oracle
6 3 (2.80%) Micro Focus
7 2 (1.87%) Facebook
7 2 (1.87%) Microsoft
7 2 (1.87%) RedGate
8 1 (0.93%) Cloudera
8 1 (0.93%) Hortonworks
8 1 (0.93%) MapR
8 1 (0.93%) Tableau
8 1 (0.93%) VMware
8 1 (0.93%) webMethods
8 1 (0.93%) Zend