Period
to 15 December 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 15 December 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
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 54 36 43
Rank change year-on-year -18 +7 -3
Contract jobs citing MongoDB 96 126 117
As % of all contract IT jobs advertised in Leeds 4.06% 5.61% 4.58%
As % of the Database & Business Intelligence category 16.08% 20.83% 17.78%
Number of daily rates quoted 78 147 100
Leeds median daily rate £500 £450 £450
Median daily rate % change year-on-year +11.11% - +12.50%
10th Percentile £400 £375 £358
90th Percentile £604 £645 £625
West Yorkshire median daily rate £500 £450 £450
% change year-on-year +11.11% - +12.50%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West 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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 597 605 658
As % of all contract IT jobs advertised in Leeds 25.25% 26.96% 25.73%
Number of daily rates quoted 418 447 453
Leeds median daily rate £438 £400 £400
Median daily rate % change year-on-year +9.38% - +6.67%
10th Percentile £334 £305 £296
90th Percentile £588 £543 £538
West Yorkshire median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 19 0 7
Leeds median hourly rate £18.32 - £14.50
10th Percentile £13.09 - £13.20
90th Percentile £25.30 - £31.50
West Yorkshire median hourly rate £18.00 - £18.38

MongoDB
Job Vacancy Trend in Leeds

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

Job vacancy trend for MongoDB in Leeds

MongoDB
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for MongoDB in Leeds

MongoDB
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing MongoDB in Leeds over the 6 months to 15 December 2018.

Contractor daily rate histogram for MongoDB in Leeds

For the 6 months to 15 December 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 Leeds region with a requirement for MongoDB.

1 60 (62.50%) SQL
2 59 (61.46%) NoSQL
3 55 (57.29%) TDD
4 54 (56.25%) Git (software)
5 52 (54.17%) Java
6 51 (53.13%) Linux
7 49 (51.04%) Agile Software Development
7 49 (51.04%) Microservices
8 46 (47.92%) MySQL
9 45 (46.88%) Python
10 44 (45.83%) Software Engineering
11 41 (42.71%) Jenkins
12 39 (40.63%) PostgreSQL
13 38 (39.58%) Test Automation
13 38 (39.58%) Continuous Integration
14 35 (36.46%) Red Hat Enterprise Linux
15 34 (35.42%) Apache Cassandra
16 33 (34.38%) JIRA
17 31 (32.29%) JavaScript
17 31 (32.29%) Ansible
17 31 (32.29%) DevOps
18 30 (31.25%) Cucumber
19 29 (30.21%) BDD
19 29 (30.21%) REST
19 29 (30.21%) Subversion
20 28 (29.17%) Confluence
21 27 (28.13%) RabbitMQ
21 27 (28.13%) Node.js
22 26 (27.08%) CouchDB
23 25 (26.04%) HTTP

MongoDB
Co-occurring IT Skills in Leeds 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 28 (29.17%) Confluence
2 23 (23.96%) Elasticsearch
2 23 (23.96%) nginx
3 19 (19.79%) Apache
3 19 (19.79%) Apache Spark
4 3 (3.13%) Tomcat
4 3 (3.13%) WebLogic
5 2 (2.08%) Apache Solr
5 2 (2.08%) Oracle HTTP Server
5 2 (2.08%) Oracle SOA Suite
5 2 (2.08%) WebLogic Portal
6 1 (1.04%) JBoss
Applications
1 1 (1.04%) Microsoft Excel
Business Applications
1 2 (2.08%) Oracle EBS
Cloud Services
1 25 (26.04%) Slack
2 22 (22.92%) Amazon AWS
3 14 (14.58%) Amazon EC2
4 10 (10.42%) Virtual Private Cloud
5 9 (9.38%) Amazon ELB
5 9 (9.38%) Amazon S3
5 9 (9.38%) Route 53
6 4 (4.17%) Amazon SQS
7 3 (3.13%) AWS Lambda
7 3 (3.13%) Serverless
8 2 (2.08%) Amazon Kinesis
8 2 (2.08%) Amazon SageMaker
8 2 (2.08%) GitHub
8 2 (2.08%) Google Analytics
9 1 (1.04%) Amazon CloudWatch
9 1 (1.04%) AWS CloudTrail
9 1 (1.04%) Microsoft Azure
Communications & Networking
1 25 (26.04%) HTTP
2 6 (6.25%) SSL
2 6 (6.25%) TCP/IP
3 5 (5.21%) DHCP
3 5 (5.21%) DNS
3 5 (5.21%) FTP
3 5 (5.21%) IPsec
4 3 (3.13%) Firewall
Database & Business Intelligence
1 59 (61.46%) NoSQL
2 46 (47.92%) MySQL
3 39 (40.63%) PostgreSQL
4 34 (35.42%) Apache Cassandra
5 26 (27.08%) CouchDB
6 23 (23.96%) GIS
6 23 (23.96%) Redis
7 22 (22.92%) Riak
8 20 (20.83%) Hadoop
9 16 (16.67%) Relational Database
10 9 (9.38%) SQL Server
11 7 (7.29%) Neo4j
12 5 (5.21%) Big Data
12 5 (5.21%) Data Warehouse
12 5 (5.21%) RDBMS
13 4 (4.17%) SQL Server Integration Services
13 4 (4.17%) SQL Server Reporting Services
14 3 (3.13%) Couchbase
14 3 (3.13%) QlikView
14 3 (3.13%) SQL Server 2008
Development Applications
1 54 (56.25%) Git (software)
2 41 (42.71%) Jenkins
3 33 (34.38%) JIRA
4 30 (31.25%) Cucumber
5 29 (30.21%) Subversion
6 23 (23.96%) Mercurial
7 13 (13.54%) SonarQube
8 9 (9.38%) GitLab
9 7 (7.29%) Maven
10 5 (5.21%) JUnit
10 5 (5.21%) Mockito
10 5 (5.21%) Travis CI
11 4 (4.17%) Octopus Deploy
12 3 (3.13%) Artifactory
12 3 (3.13%) IntelliJ
12 3 (3.13%) Selenium
13 2 (2.08%) Atlassian Bamboo
13 2 (2.08%) Oracle Forms
13 2 (2.08%) ProC
13 2 (2.08%) WebDriver
General
1 6 (6.25%) Finance
2 3 (3.13%) Back Office
2 3 (3.13%) Marketing
3 2 (2.08%) Retail
4 1 (1.04%) Games
Job Titles
1 49 (51.04%) Developer
2 24 (25.00%) DevOps Engineer
3 19 (19.79%) Java Developer
4 18 (18.75%) Software Engineer
5 16 (16.67%) Python Developer
6 6 (6.25%) Scala Developer
6 6 (6.25%) Software Developer
7 4 (4.17%) AWS DevOps
7 4 (4.17%) AWS DevOps Engineer
7 4 (4.17%) AWS Engineer
7 4 (4.17%) Java Software Developer
7 4 (4.17%) Senior Developer
7 4 (4.17%) SQL Developer
8 3 (3.13%) Architect
8 3 (3.13%) Data Engineer
8 3 (3.13%) DBA
8 3 (3.13%) Java Scala Developer
8 3 (3.13%) Oracle DBA
8 3 (3.13%) Python Engineer
8 3 (3.13%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 29 (30.21%) REST
2 27 (28.13%) Node.js
2 27 (28.13%) RabbitMQ
3 12 (12.50%) HTML
4 9 (9.38%) .NET
4 9 (9.38%) Elastic Stack
4 9 (9.38%) JAX-RS
5 7 (7.29%) Dropwizard
6 6 (6.25%) Hibernate
6 6 (6.25%) Spring
7 5 (5.21%) J2EE
7 5 (5.21%) Web Services
7 5 (5.21%) XML
8 4 (4.17%) Middleware
8 4 (4.17%) Play Framework
9 3 (3.13%) .NET Core
9 3 (3.13%) ActiveMQ
9 3 (3.13%) AngularJS
9 3 (3.13%) PySpark
9 3 (3.13%) RxJS
Miscellaneous
1 10 (10.42%) Analytical Skills
2 5 (5.21%) Public Cloud
3 2 (2.08%) NHS
4 1 (1.04%) Replication
Operating Systems
1 51 (53.13%) Linux
2 35 (36.46%) Red Hat Enterprise Linux
3 13 (13.54%) CentOS
3 13 (13.54%) Unix
4 6 (6.25%) Mac OS X
5 3 (3.13%) Windows
6 2 (2.08%) AIX
6 2 (2.08%) Oracle Linux
Processes & Methodologies
1 55 (57.29%) TDD
2 49 (51.04%) Agile Software Development
2 49 (51.04%) Microservices
3 44 (45.83%) Software Engineering
4 38 (39.58%) Continuous Integration
4 38 (39.58%) Test Automation
5 31 (32.29%) DevOps
6 29 (30.21%) BDD
7 21 (21.88%) Mentoring
8 20 (20.83%) SDLC
9 19 (19.79%) Coaching
10 15 (15.63%) Open Source
11 13 (13.54%) Configuration Management
12 10 (10.42%) Pair Programming
12 10 (10.42%) Problem-Solving
13 9 (9.38%) Infrastructure Monitoring
14 6 (6.25%) Continuous Deployment
14 6 (6.25%) High Availability
14 6 (6.25%) Performance Tuning
14 6 (6.25%) Responsive Web Design
Programming Languages
1 60 (62.50%) SQL
2 52 (54.17%) Java
3 45 (46.88%) Python
4 31 (32.29%) JavaScript
5 8 (8.33%) Scala
6 7 (7.29%) Perl
7 5 (5.21%) Bash Shell
7 5 (5.21%) C#
7 5 (5.21%) Groovy
8 4 (4.17%) Ruby
9 3 (3.13%) TypeScript
10 2 (2.08%) C
10 2 (2.08%) Java 8
10 2 (2.08%) PL/SQL
10 2 (2.08%) T-SQL
11 1 (1.04%) C++
11 1 (1.04%) PHP
11 1 (1.04%) PHP 5
11 1 (1.04%) Shell Script
11 1 (1.04%) VBA
Qualifications
1 11 (11.46%) BPSS Clearance
2 4 (4.17%) SC Cleared
2 4 (4.17%) Security Cleared
3 3 (3.13%) MCITP
3 3 (3.13%) MCSE
3 3 (3.13%) Microsoft Certification
4 2 (2.08%) AWS Certification
4 2 (2.08%) DBS Check
4 2 (2.08%) Degree
4 2 (2.08%) ISEB
4 2 (2.08%) ISTQB
Quality Assurance & Compliance
1 2 (2.08%) Data Quality
1 2 (2.08%) Disclosure Scotland
1 2 (2.08%) PCI DSS
2 1 (1.04%) PMO
2 1 (1.04%) QA
System Software
1 17 (17.71%) Docker
2 5 (5.21%) Virtual Machines
3 3 (3.13%) Oracle RAC
4 1 (1.04%) Active Directory
Systems Management
1 31 (32.29%) Ansible
2 21 (21.88%) Puppet
3 17 (17.71%) Terraform
4 14 (14.58%) Kubernetes
5 13 (13.54%) Grafana
6 9 (9.38%) Opscode Chef
6 9 (9.38%) Packer
6 9 (9.38%) Prometheus
7 8 (8.33%) Rancher
8 3 (3.13%) Data Guard
8 3 (3.13%) Kibana
9 2 (2.08%) Failover Clustering
9 2 (2.08%) Graphite
9 2 (2.08%) HP ALM
9 2 (2.08%) Oracle RMAN
10 1 (1.04%) Graylog
Vendors
1 8 (8.33%) Oracle
2 7 (7.29%) Black Duck
3 5 (5.21%) Microsoft
3 5 (5.21%) Splunk
4 4 (4.17%) RedGate
5 3 (3.13%) Red Hat
6 2 (2.08%) Google
6 2 (2.08%) HP
6 2 (2.08%) Sitecore
7 1 (1.04%) Cloudera
7 1 (1.04%) Hortonworks
7 1 (1.04%) Tableau
7 1 (1.04%) webMethods
7 1 (1.04%) Zend