Period
to 22 October 2019

The following table provides summary statistics for contract job vacancies 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 22 October 2019 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
UK
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 196 125 119
Rank change year-on-year -71 -6 +20
Contract jobs citing MongoDB 1,209 2,230 2,082
As % of all contract IT jobs advertised in the UK 1.43% 2.16% 2.10%
As % of the Database & Business Intelligence category 6.59% 9.53% 9.43%
Number of daily rates quoted 891 1,597 1,598
UK median daily rate £500 £525 £488
Median daily rate % change year-on-year -4.76% +7.53% +2.79%
10th Percentile £363 £375 £356
90th Percentile £700 £675 £638
UK excluding London median daily rate £450 £475 £450
% change year-on-year -5.26% +5.56% -
Number of hourly rates quoted 0 8 5
UK median hourly rate - £40.00 £45.00
Median hourly rate % change year-on-year - -11.11% -
UK excluding London median hourly rate - £35.00 £47.50
% change year-on-year - -26.32% -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 18,337 23,391 22,075
As % of all contract IT jobs advertised in the UK 21.62% 22.65% 22.21%
Number of daily rates quoted 12,508 16,317 14,932
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £325 £313 £308
90th Percentile £650 £638 £625
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +6.67%
Number of hourly rates quoted 260 227 276
UK median hourly rate £35.00 £30.00 £30.00
Median hourly rate % change year-on-year +16.67% - +1.69%
10th Percentile £12.61 £12.37 £13.70
90th Percentile £60.00 £56.55 £54.38
UK excluding London median hourly rate £31.50 £33.00 £33.00
% change year-on-year -4.55% - +15.79%

MongoDB
Job Vacancy Trend

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

Job vacancy trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Trend

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

Contractor daily rate trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing MongoDB over the 6 months to 22 October 2019.

Contractor daily rate histogram for MongoDB in the UK

MongoDB
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing MongoDB.

Contractor hourly rate trend for MongoDB in the UK

MongoDB
Top 16 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing MongoDB within the UK over the 6 months to 22 October 2019. 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
England -64 1,120 £518 -1.43% 503
London -39 687 £550 - 207
UK excluding London -90 490 £450 -5.26% 325
North of England -31 171 £475 +5.56% 91
South East -109 132 £425 -17.07% 70
North West -24 77 £450 +2.86% 62
Yorkshire -16 70 £495 -1.00% 18
South West +26 64 £500 +11.11% 52
Scotland -48 46 £456 +14.06% 23
Midlands -26 44 £450 +5.88% 53
West Midlands -33 25 £475 +5.56% 32
North East -7 23 £485 -7.62% 11
East Midlands +9 21 £429 +7.19% 21
Wales +24 17 £375 -16.67% 5
East of England -16 16 £400 -11.11% 34
Northern Ireland -5 1 - - 1

For the 6 months to 22 October 2019, 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 with a requirement for MongoDB.

1 556 (45.99%) Agile Software Development
2 537 (44.42%) Java
3 422 (34.90%) NoSQL
4 412 (34.08%) Microservices
5 400 (33.09%) SQL
6 393 (32.51%) Python
7 359 (29.69%) AWS
8 351 (29.03%) JavaScript
9 329 (27.21%) Linux
10 322 (26.63%) TDD
11 320 (26.47%) Docker
12 310 (25.64%) DevOps
13 298 (24.65%) Node.js
14 261 (21.59%) PostgreSQL
15 247 (20.43%) MySQL
15 247 (20.43%) Kubernetes
16 240 (19.85%) AngularJS
17 229 (18.94%) Azure
18 228 (18.86%) Jenkins
19 220 (18.20%) Git (software)
20 210 (17.37%) Test Automation
21 205 (16.96%) Kafka
21 205 (16.96%) React
22 202 (16.71%) Software Engineering
23 198 (16.38%) C#
24 196 (16.21%) Oracle
25 191 (15.80%) Spring
26 184 (15.22%) REST
27 174 (14.39%) Java 8
28 168 (13.90%) Apache Cassandra

MongoDB
Co-occurring IT Skills 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
1 128 (10.59%) Elasticsearch
2 120 (9.93%) Apache Spark
3 74 (6.12%) Apache
4 46 (3.80%) JBoss
5 39 (3.23%) nginx
6 35 (2.89%) Tomcat
7 29 (2.40%) Confluence
8 21 (1.74%) WebLogic
9 17 (1.41%) Jetty
10 15 (1.24%) SAS
11 11 (0.91%) Apache Solr
12 9 (0.74%) CMS
12 9 (0.74%) Drupal
13 8 (0.66%) OpenStack
14 7 (0.58%) Apache Airflow
14 7 (0.58%) Luigi
15 6 (0.50%) Cloud Foundry
15 6 (0.50%) IIS
15 6 (0.50%) Oracle Self-Service HR
16 5 (0.41%) Mule
Applications
1 20 (1.65%) MS Visio
2 19 (1.57%) Microsoft Excel
3 6 (0.50%) Weka
4 3 (0.25%) Microsoft Office
4 3 (0.25%) Microsoft PowerPoint
4 3 (0.25%) SPSS
5 2 (0.17%) Chatbot
6 1 (0.083%) FileZilla
6 1 (0.083%) Notepad++
Business Applications
1 11 (0.91%) FINCAD Analytics
2 6 (0.50%) Distributed Ledger
3 4 (0.33%) Oracle Cash Management
4 3 (0.25%) Magento
5 2 (0.17%) Oracle Subledger Accounting
5 2 (0.17%) R3 Corda
6 1 (0.083%) BusinessWorks
6 1 (0.083%) Dynamics CRM
6 1 (0.083%) Oracle BPM
6 1 (0.083%) Oracle EBS
6 1 (0.083%) Sparx Enterprise Architect
6 1 (0.083%) Unica
Cloud Services
1 359 (29.69%) AWS
2 229 (18.94%) Azure
3 99 (8.19%) GCP
4 77 (6.37%) Serverless
5 62 (5.13%) Amazon S3
6 48 (3.97%) AWS Lambda
7 44 (3.64%) GitHub
8 42 (3.47%) Amazon EC2
9 39 (3.23%) OpenShift
10 27 (2.23%) Amazon SQS
10 27 (2.23%) Cloud Computing
11 25 (2.07%) Amazon ECS
12 24 (1.99%) Amazon Kinesis
13 21 (1.74%) SaaS
14 19 (1.57%) Amazon ELB
14 19 (1.57%) Power Platform
15 17 (1.41%) Amazon CloudWatch
15 17 (1.41%) PaaS
16 16 (1.32%) npm
16 16 (1.32%) Virtual Private Cloud
Communications & Networking
1 85 (7.03%) HTTP
2 52 (4.30%) SSL
3 46 (3.80%) TCP/IP
4 23 (1.90%) DNS
5 19 (1.57%) FTP
6 11 (0.91%) DHCP
6 11 (0.91%) IPsec
7 10 (0.83%) DSL
8 6 (0.50%) SSH
9 4 (0.33%) Firewall
9 4 (0.33%) iSCSI
9 4 (0.33%) Kerberos
10 3 (0.25%) Asterisk PBX
10 3 (0.25%) MQTT
10 3 (0.25%) SAN
11 2 (0.17%) LAN
11 2 (0.17%) Multicast
11 2 (0.17%) SMTP
12 1 (0.083%) SNMP
12 1 (0.083%) WAN
Database & Business Intelligence
1 422 (34.90%) NoSQL
2 261 (21.59%) PostgreSQL
3 247 (20.43%) MySQL
4 168 (13.90%) Apache Cassandra
5 159 (13.15%) Hadoop
6 157 (12.99%) SQL Server
7 140 (11.58%) Relational Database
8 125 (10.34%) Big Data
9 58 (4.80%) Redis
10 55 (4.55%) RDBMS
11 54 (4.47%) Neo4j
12 48 (3.97%) Oracle Database
13 41 (3.39%) Apache Hive
14 40 (3.31%) Data Warehouse
15 38 (3.14%) Cosmos DB
16 35 (2.89%) HBase
17 33 (2.73%) Amazon DynamoDB
18 30 (2.48%) DB2
19 27 (2.23%) BigQuery
19 27 (2.23%) InfluxDB
Development Applications
1 228 (18.86%) Jenkins
2 220 (18.20%) Git (software)
3 109 (9.02%) Cucumber
4 95 (7.86%) Selenium
5 73 (6.04%) JIRA
6 63 (5.21%) Maven
7 52 (4.30%) Mockito
8 47 (3.89%) Subversion
9 41 (3.39%) JUnit
9 41 (3.39%) TeamCity
10 33 (2.73%) GitLab
11 31 (2.56%) Eclipse
12 30 (2.48%) Atlassian Bamboo
12 30 (2.48%) Gradle
12 30 (2.48%) NUnit
12 30 (2.48%) SonarQube
13 29 (2.40%) IntelliJ
14 25 (2.07%) Bitbucket
14 25 (2.07%) Mocha
15 23 (1.90%) Ant
General
1 146 (12.08%) Finance
2 99 (8.19%) Banking
3 66 (5.46%) Public Sector
4 49 (4.05%) Front Office
5 39 (3.23%) Retail
6 38 (3.14%) Investment Banking
7 18 (1.49%) Law
8 15 (1.24%) Legal
9 12 (0.99%) Telecoms
10 11 (0.91%) Games
10 11 (0.91%) Marketing
11 10 (0.83%) Publishing
12 6 (0.50%) Financial Institution
13 4 (0.33%) Advertising
13 4 (0.33%) Manufacturing
13 4 (0.33%) Military
14 3 (0.25%) Back Office
14 3 (0.25%) Billing
14 3 (0.25%) Electronics
15 1 (0.083%) Police
Job Titles
1 633 (52.36%) Developer
2 232 (19.19%) Java Developer
3 124 (10.26%) Senior Developer
4 90 (7.44%) Full Stack Developer
5 83 (6.87%) Architect
6 81 (6.70%) DevOps Engineer
7 68 (5.62%) Python Developer
8 65 (5.38%) Senior Java Developer
9 57 (4.71%) Data Engineer
9 57 (4.71%) Software Engineer
10 53 (4.38%) .NET Developer
10 53 (4.38%) DBA
11 48 (3.97%) Node.js Developer
12 43 (3.56%) JavaScript Developer
13 37 (3.06%) C# Developer
14 35 (2.89%) Data Architect
15 33 (2.73%) Python Engineer
16 30 (2.48%) Java Engineer
17 29 (2.40%) React Developer
17 29 (2.40%) Scala Developer
Libraries, Frameworks & Software Standards
1 298 (24.65%) Node.js
2 240 (19.85%) AngularJS
3 205 (16.96%) Kafka
3 205 (16.96%) React
4 191 (15.80%) Spring
5 184 (15.22%) REST
6 157 (12.99%) .NET
7 154 (12.74%) RESTful
8 149 (12.32%) HTML
9 141 (11.66%) CSS
10 133 (11.00%) JSON
11 123 (10.17%) Web Services
12 99 (8.19%) Spring Boot
13 96 (7.94%) RabbitMQ
14 81 (6.70%) HTML5
15 73 (6.04%) XML
16 66 (5.46%) Redux
17 60 (4.96%) Hibernate
18 58 (4.80%) Express
18 58 (4.80%) SOAP
Miscellaneous
1 85 (7.03%) Greenfield Project
2 77 (6.37%) Analytical Skills
3 48 (3.97%) Derivative
4 44 (3.64%) User Experience
5 32 (2.65%) Clustering
6 29 (2.40%) Algorithms
6 29 (2.40%) Data Structures
6 29 (2.40%) Replication
7 26 (2.15%) Public Cloud
8 24 (1.99%) Fixed Income
8 24 (1.99%) Mobile App
9 23 (1.90%) Self-Motivation
10 21 (1.74%) Hedge funds
11 17 (1.41%) Linux Command Line
12 15 (1.24%) Equities
13 14 (1.16%) Cloud Native
14 12 (0.99%) Enterprise Software
14 12 (0.99%) Equity Derivative
15 10 (0.83%) Credit Risk
16 9 (0.74%) Credit Derivative
Operating Systems
1 329 (27.21%) Linux
2 137 (11.33%) Unix
3 89 (7.36%) Windows
4 55 (4.55%) Red Hat Enterprise Linux
5 41 (3.39%) Ubuntu
6 36 (2.98%) Mac OS X
7 28 (2.32%) CentOS
8 25 (2.07%) Apple iOS
9 24 (1.99%) Android
10 18 (1.49%) Windows Server
11 8 (0.66%) Mac OS
12 6 (0.50%) Debian
13 4 (0.33%) Solaris
13 4 (0.33%) zOS
14 3 (0.25%) Windows Server 2012
15 1 (0.083%) AIX
15 1 (0.083%) FreeBSD
Processes & Methodologies
1 556 (45.99%) Agile Software Development
2 412 (34.08%) Microservices
3 322 (26.63%) TDD
4 310 (25.64%) DevOps
5 210 (17.37%) Test Automation
6 202 (16.71%) Software Engineering
7 167 (13.81%) BDD
8 160 (13.23%) Continuous Integration
9 142 (11.75%) Scrum
10 125 (10.34%) Open Source
11 94 (7.78%) Analytics
12 90 (7.44%) ETL
12 90 (7.44%) OO
13 88 (7.28%) Problem-Solving
14 84 (6.95%) Kanban
15 80 (6.62%) MVC
16 74 (6.12%) Pair Programming
17 73 (6.04%) Data Science
18 71 (5.87%) Configuration Management
19 70 (5.79%) Mentoring
Programming Languages
1 537 (44.42%) Java
2 400 (33.09%) SQL
3 393 (32.51%) Python
4 351 (29.03%) JavaScript
5 198 (16.38%) C#
6 174 (14.39%) Java 8
7 119 (9.84%) Ruby
8 116 (9.59%) Scala
9 66 (5.46%) Go
10 60 (4.96%) Bash Shell
11 59 (4.88%) C++
12 58 (4.80%) Perl
13 57 (4.71%) TypeScript
14 51 (4.22%) Groovy
15 43 (3.56%) Shell Script
16 42 (3.47%) Clojure
16 42 (3.47%) PowerShell
16 42 (3.47%) T-SQL
17 41 (3.39%) C
18 40 (3.31%) PHP
Qualifications
1 95 (7.86%) Security Cleared
2 65 (5.38%) Degree
3 54 (4.47%) SC Cleared
4 31 (2.56%) DV Cleared
5 28 (2.32%) BPSS Clearance
6 25 (2.07%) Computer Science Degree
7 7 (0.58%) ISTQB
7 7 (0.58%) Master's Degree
8 5 (0.41%) Numerate Degree
9 4 (0.33%) CHECK Team Member
9 4 (0.33%) DBS Check
9 4 (0.33%) ISEB
10 3 (0.25%) ISTQB Foundation Certification
11 2 (0.17%) Microsoft Certification
11 2 (0.17%) PhD
12 1 (0.083%) AWS Certification
12 1 (0.083%) MBA
12 1 (0.083%) MCSA
12 1 (0.083%) OCP
12 1 (0.083%) Oracle Certification
Quality Assurance & Compliance
1 35 (2.89%) QA
2 17 (1.41%) Data Quality
3 13 (1.08%) PCI DSS
4 8 (0.66%) Disclosure Scotland
5 7 (0.58%) GDPR
5 7 (0.58%) Sarbanes-Oxley
6 3 (0.25%) ISO/IEC 27001
6 3 (0.25%) PSD2
6 3 (0.25%) SLA
7 1 (0.083%) NIST
7 1 (0.083%) PMO
System Software
1 320 (26.47%) Docker
2 19 (1.57%) Oracle RAC
3 15 (1.24%) Active Directory
4 13 (1.08%) Virtual Machines
5 10 (0.83%) HDFS
6 9 (0.74%) Apache Flume
7 8 (0.66%) Apache ZooKeeper
8 5 (0.41%) KVM
8 5 (0.41%) Postfix
8 5 (0.41%) VMware Infrastructure
9 4 (0.33%) Corosync
10 3 (0.25%) DRBD
10 3 (0.25%) FreeRADIUS
10 3 (0.25%) oVirt
11 1 (0.083%) BIND 9
11 1 (0.083%) etcd
11 1 (0.083%) Hyper-V
11 1 (0.083%) Sendmail
11 1 (0.083%) Varnish
11 1 (0.083%) vSphere
Systems Management
1 247 (20.43%) Kubernetes
2 137 (11.33%) Ansible
3 111 (9.18%) Puppet
4 78 (6.45%) Terraform
5 76 (6.29%) Opscode Chef
6 36 (2.98%) Kibana
7 31 (2.56%) Grafana
8 24 (1.99%) Salt
9 17 (1.41%) Enterprise Manager Cloud Control
10 14 (1.16%) Rancher
11 10 (0.83%) Cobbler
12 9 (0.74%) Consul
12 9 (0.74%) Hadoop YARN
12 9 (0.74%) HAProxy
12 9 (0.74%) Prometheus
13 8 (0.66%) Docker Swarm
13 8 (0.66%) ITRS Geneos
14 6 (0.50%) Data Guard
14 6 (0.50%) Graphite
14 6 (0.50%) Nagios
Vendors
1 196 (16.21%) Oracle
2 101 (8.35%) Microsoft
3 97 (8.02%) Google
4 38 (3.14%) Splunk
5 33 (2.73%) Sybase
6 31 (2.56%) Tableau
7 29 (2.40%) Atlassian
7 29 (2.40%) IBM
8 23 (1.90%) Red Hat
9 18 (1.49%) HP
10 16 (1.32%) Informatica
11 13 (1.08%) Adobe
11 13 (1.08%) Cloudera
12 12 (0.99%) New Relic
12 12 (0.99%) Talend
13 11 (0.91%) MuleSoft
13 11 (0.91%) Xamarin
14 10 (0.83%) Salesforce.com
14 10 (0.83%) webMethods
15 9 (0.74%) Elastic Path