Period
to 17 April 2021

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 17 April 2021 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
17 Apr 2021
Same period 2020 Same period 2019
Rank 180 181 134
Rank change year-on-year +1 -47 +1
Contract jobs citing MongoDB 737 854 1,884
As % of all contract jobs advertised in the UK 1.39% 1.47% 1.96%
As % of the Database & Business Intelligence category 6.55% 6.95% 8.74%
Number of daily rates quoted 484 623 1,394
10th Percentile £363 £356 £388
25th Percentile £417 £413 £431
Median daily rate (50th Percentile) £500 £500 £525
Median % change year-on-year - -4.76% +2.44%
75th Percentile £625 £600 £600
90th Percentile £700 £670 £650
UK excluding London median daily rate £450 £450 £475
% change year-on-year - -5.26% +5.56%
Number of hourly rates quoted 5 1 11
10th Percentile £39.03 " £35.00
25th Percentile £40.00 £21.25 £42.00
Median hourly rate £50.00 £22.50 £45.00
Median % change year-on-year +122.22% -50.00% +9.09%
75th Percentile £56.50 £23.75 £56.50
90th Percentile " " "
UK excluding London median hourly rate £53.25 £22.50 £45.00
% change year-on-year +136.67% -50.00% -

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 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 11,260 12,281 21,556
As % of all contract IT jobs advertised in the UK 21.20% 21.17% 22.46%
Number of daily rates quoted 7,758 8,377 14,990
10th Percentile £320 £320 £320
25th Percentile £405 £400 £390
Median daily rate (50th Percentile) £500 £475 £475
Median % change year-on-year +5.26% - +2.15%
75th Percentile £588 £575 £575
90th Percentile £675 £675 £650
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.78% +5.88% +3.03%
Number of hourly rates quoted 192 183 239
10th Percentile £13.50 £14.36 £13.94
25th Percentile £19.19 £18.25 £18.07
Median hourly rate £26.00 £24.70 £30.00
Median % change year-on-year +5.26% -17.67% -
75th Percentile £45.00 £44.73 £47.34
90th Percentile £58.68 £57.90 £57.50
UK excluding London median hourly rate £23.47 £22.50 £30.00
% change year-on-year +4.31% -25.00% -13.04%

MongoDB
Job Vacancy Trend

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

Job vacancy trend for MongoDB in the UK

MongoDB
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing MongoDB.

Daily rate trend for MongoDB in the UK

MongoDB
Daily Rate Histogram

Daily rate distribution for jobs citing MongoDB over the 6 months to 17 April 2021.

Daily rate histogram for MongoDB in the UK

MongoDB
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing MongoDB.

Hourly rate trend for MongoDB in the UK

MongoDB
Hourly Rate Histogram

Hourly rate distribution of jobs citing MongoDB over the 6 months to 17 April 2021.

Hourly rate histogram for MongoDB in the UK

MongoDB
Top 17 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 17 April 2021. 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 -14 559 £525 - 521
London -18 359 £561 +2.05% 187
UK excluding London -16 234 £450 - 380
Work from Home -87 229 £495 +27.74% 121
Scotland +14 59 £445 -1.11% 32
North of England -20 47 £450 - 95
South East +7 46 £495 -1.00% 81
Midlands +22 39 £425 +2.10% 86
North West -3 33 £465 +9.41% 59
Wales +18 19 £500 - 9
West Midlands +7 19 £381 -9.01% 60
South West +31 13 £410 -8.89% 40
East Midlands +24 13 £460 +20.66% 26
Yorkshire -3 10 £438 -8.85% 23
East of England +46 8 £600 +12.94% 30
North East +26 4 £450 -9.09% 13
Northern Ireland +8 3 £400 +6.67% 7

For the 6 months to 17 April 2021, 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.

1 372 (50.47%) Java
2 324 (43.96%) Agile Software Development
3 266 (36.09%) NoSQL
4 265 (35.96%) JavaScript
5 260 (35.28%) Microservices
6 252 (34.19%) AWS
7 250 (33.92%) SQL
8 222 (30.12%) Kubernetes
9 211 (28.63%) Python
10 200 (27.14%) Node.js
11 187 (25.37%) Docker
12 178 (24.15%) Oracle
13 176 (23.88%) Azure
14 174 (23.61%) Git (software)
15 155 (21.03%) TDD
15 155 (21.03%) Software Engineering
16 154 (20.90%) DevOps
17 147 (19.95%) React
18 146 (19.81%) REST
18 146 (19.81%) HTML
19 145 (19.67%) Jenkins
20 144 (19.54%) Spring
21 140 (19.00%) Linux
21 140 (19.00%) Kafka
22 132 (17.91%) MySQL
22 132 (17.91%) PostgreSQL
23 124 (16.82%) Finance
24 123 (16.69%) Serverless
25 117 (15.88%) SQL Server
26 116 (15.74%) CSS

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 69 (9.36%) Apache Spark
2 57 (7.73%) Confluence
3 52 (7.06%) Elasticsearch
4 36 (4.88%) BizTalk Server
5 33 (4.48%) Apache
6 32 (4.34%) JBoss
7 29 (3.93%) Tomcat
8 24 (3.26%) WebLogic
9 22 (2.99%) nginx
10 16 (2.17%) Apache Airflow
11 14 (1.90%) Red Hat Fuse
12 12 (1.63%) Mule
13 10 (1.36%) CICS
13 10 (1.36%) Jetty
13 10 (1.36%) WebSphere
14 9 (1.22%) Cloud Foundry
15 6 (0.81%) IIS
16 5 (0.68%) Apache Solr
16 5 (0.68%) Drupal
16 5 (0.68%) Umbraco
Applications
1 2 (0.27%) Microsoft Excel
1 2 (0.27%) SPSS
2 1 (0.14%) Adobe Illustrator
2 1 (0.14%) InDesign
2 1 (0.14%) Photoshop
Business Applications
1 4 (0.54%) Sparx Enterprise Architect
2 3 (0.41%) Magento
2 3 (0.41%) SAP FI-CA
2 3 (0.41%) SAP PSCD
2 3 (0.41%) Summit
3 1 (0.14%) Remedy ITSM
3 1 (0.14%) Shopify
3 1 (0.14%) Temenos T24
Cloud Services
1 252 (34.19%) AWS
2 176 (23.88%) Azure
3 123 (16.69%) Serverless
4 90 (12.21%) AWS Lambda
5 77 (10.45%) GCP
6 49 (6.65%) Amazon S3
7 46 (6.24%) Azure Functions
7 46 (6.24%) OpenShift
8 43 (5.83%) GitHub
8 43 (5.83%) Logic Apps
9 31 (4.21%) AWS CloudFormation
10 29 (3.93%) PaaS
11 26 (3.53%) Cloud Computing
12 25 (3.39%) Amazon EC2
12 25 (3.39%) IaaS
13 15 (2.04%) Virtual Private Cloud
14 13 (1.76%) npm
14 13 (1.76%) SaaS
15 12 (1.63%) Amazon SQS
16 11 (1.49%) Amazon CloudWatch
Communications & Networking
1 28 (3.80%) HTTP
2 14 (1.90%) FTP
2 14 (1.90%) SSL
3 9 (1.22%) DNS
4 7 (0.95%) LAN
4 7 (0.95%) TCP/IP
4 7 (0.95%) WAN
5 6 (0.81%) Kerberos
6 4 (0.54%) Cisco Nexus
6 4 (0.54%) FCoE
6 4 (0.54%) Fibre Channel
6 4 (0.54%) iSCSI
6 4 (0.54%) Multicast
6 4 (0.54%) NAS
6 4 (0.54%) Network Security
6 4 (0.54%) SAN
6 4 (0.54%) SSH
7 3 (0.41%) 5G
7 3 (0.41%) Internet
7 3 (0.41%) Wireless
Database & Business Intelligence
1 266 (36.09%) NoSQL
2 132 (17.91%) MySQL
2 132 (17.91%) PostgreSQL
3 117 (15.88%) SQL Server
4 69 (9.36%) Hadoop
5 67 (9.09%) Big Data
6 66 (8.96%) Relational Database
7 61 (8.28%) Apache Cassandra
8 50 (6.78%) Azure SQL Database
9 46 (6.24%) Redis
10 42 (5.70%) HBase
11 40 (5.43%) Amazon DynamoDB
12 36 (4.88%) Apache Hive
13 26 (3.53%) Data Warehouse
14 23 (3.12%) Cosmos DB
15 22 (2.99%) Oracle Database
16 19 (2.58%) Flink
17 18 (2.44%) Amazon Aurora
17 18 (2.44%) Amazon RDS
18 17 (2.31%) Couchbase
Development Applications
1 174 (23.61%) Git (software)
2 145 (19.67%) Jenkins
3 95 (12.89%) JIRA
4 90 (12.21%) Maven
5 45 (6.11%) JUnit
6 41 (5.56%) Cucumber
7 39 (5.29%) GitLab
8 31 (4.21%) Selenium
9 29 (3.93%) Gradle
10 26 (3.53%) Artifactory
10 26 (3.53%) Subversion
11 25 (3.39%) Eclipse
12 24 (3.26%) SonarQube
12 24 (3.26%) Sonatype Nexus
13 23 (3.12%) Atlassian Bamboo
14 22 (2.99%) Mocha
15 21 (2.85%) IntelliJ
16 20 (2.71%) TeamCity
17 18 (2.44%) Bitbucket
18 17 (2.31%) Ant
General
1 124 (16.82%) Finance
2 95 (12.89%) Banking
3 49 (6.65%) Public Sector
4 35 (4.75%) Investment Banking
5 23 (3.12%) Front Office
5 23 (3.12%) Telecoms
6 12 (1.63%) Law
7 9 (1.22%) Retail Banking
8 8 (1.09%) French Language
9 7 (0.95%) Manufacturing
10 6 (0.81%) Games
10 6 (0.81%) Marketing
11 5 (0.68%) Electronics
11 5 (0.68%) Pharmaceutical
12 3 (0.41%) Billing
12 3 (0.41%) Financial Institution
12 3 (0.41%) Publishing
13 2 (0.27%) Advertising
13 2 (0.27%) Retail
14 1 (0.14%) International Banking
Job Titles
1 428 (58.07%) Developer
2 143 (19.40%) Java Developer
3 96 (13.03%) Full Stack Developer
4 90 (12.21%) Senior Developer
5 78 (10.58%) Architect
6 45 (6.11%) Software Engineer
7 44 (5.97%) React Developer
7 44 (5.97%) Senior Java Developer
8 42 (5.70%) JavaScript Developer
9 37 (5.02%) DevOps Engineer
10 34 (4.61%) Python Developer
11 32 (4.34%) Node.js Developer
12 30 (4.07%) .NET Developer
12 30 (4.07%) Solutions Architect
13 28 (3.80%) C# Developer
14 26 (3.53%) Java Engineer
15 25 (3.39%) Data Engineer
16 22 (2.99%) Azure Developer
17 19 (2.58%) Software Developer
18 18 (2.44%) Lead Developer
Libraries, Frameworks & Software Standards
1 200 (27.14%) Node.js
2 147 (19.95%) React
3 146 (19.81%) HTML
3 146 (19.81%) REST
4 144 (19.54%) Spring
5 140 (19.00%) Kafka
6 116 (15.74%) CSS
7 110 (14.93%) AngularJS
8 109 (14.79%) RESTful
9 105 (14.25%) Spring Boot
10 93 (12.62%) Web Services
11 88 (11.94%) .NET
12 53 (7.19%) Express
12 53 (7.19%) XML
13 49 (6.65%) JSON
14 47 (6.38%) Hibernate
14 47 (6.38%) HTML5
15 45 (6.11%) .NET Core
16 37 (5.02%) SOAP
17 36 (4.88%) RabbitMQ
Miscellaneous
1 55 (7.46%) Cloud Native
2 50 (6.78%) User Experience
3 35 (4.75%) Analytical Skills
4 22 (2.99%) Greenfield Project
5 17 (2.31%) Mobile App
6 16 (2.17%) Fixed Income
7 13 (1.76%) Mainframe
7 13 (1.76%) Self-Motivation
8 12 (1.63%) iPad
8 12 (1.63%) Market Risk
9 11 (1.49%) Enterprise Software
9 11 (1.49%) Grid Computing
10 8 (1.09%) Algorithms
10 8 (1.09%) Foreign Exchange (FX)
10 8 (1.09%) Public Cloud
10 8 (1.09%) Replication
10 8 (1.09%) Smart Meter
11 7 (0.95%) Clustering
11 7 (0.95%) Cybercrime
11 7 (0.95%) Derivative
Operating Systems
1 140 (19.00%) Linux
2 60 (8.14%) Windows
3 49 (6.65%) Unix
4 20 (2.71%) Red Hat Enterprise Linux
5 13 (1.76%) Android
5 13 (1.76%) CentOS
6 12 (1.63%) Mac OS X
7 11 (1.49%) Apple iOS
7 11 (1.49%) Ubuntu
8 9 (1.22%) Solaris
9 6 (0.81%) Windows Server
10 5 (0.68%) Debian
11 3 (0.41%) SUSE
12 2 (0.27%) VME
13 1 (0.14%) CoreOS
13 1 (0.14%) Data ONTAP
13 1 (0.14%) Kali Linux
Processes & Methodologies
1 324 (43.96%) Agile Software Development
2 260 (35.28%) Microservices
3 155 (21.03%) Software Engineering
3 155 (21.03%) TDD
4 154 (20.90%) DevOps
5 110 (14.93%) Test Automation
6 101 (13.70%) Scrum
7 90 (12.21%) Continuous Integration
8 87 (11.80%) SDLC
9 78 (10.58%) BDD
10 65 (8.82%) Continuous Improvement
11 63 (8.55%) Data Engineering
12 58 (7.87%) Analytics
13 51 (6.92%) Open Source
14 50 (6.78%) Problem-Solving
15 49 (6.65%) Unit Testing
16 48 (6.51%) Continuous Delivery
17 45 (6.11%) Data Development
17 45 (6.11%) Infrastructure as Code
18 41 (5.56%) Web Development
Programming Languages
1 372 (50.47%) Java
2 265 (35.96%) JavaScript
3 250 (33.92%) SQL
4 211 (28.63%) Python
5 100 (13.57%) C#
6 83 (11.26%) TypeScript
7 69 (9.36%) Go
7 69 (9.36%) Scala
8 67 (9.09%) PL/SQL
9 57 (7.73%) C++
10 55 (7.46%) T-SQL
11 53 (7.19%) Java 8
12 32 (4.34%) Perl
13 29 (3.93%) Bash Shell
14 24 (3.26%) Groovy
14 24 (3.26%) Ruby
15 22 (2.99%) Kotlin
16 20 (2.71%) ES6
16 20 (2.71%) PHP
16 20 (2.71%) PowerShell
Qualifications
1 56 (7.60%) Security Cleared
2 43 (5.83%) SC Cleared
3 14 (1.90%) Degree
4 10 (1.36%) BPSS Clearance
5 7 (0.95%) DV Cleared
6 6 (0.81%) AWS Certification
6 6 (0.81%) ISTQB
6 6 (0.81%) ISTQB Foundation Certification
7 5 (0.68%) ISEB
8 3 (0.41%) DBS Check
9 2 (0.27%) Master's Degree
10 1 (0.14%) OCP
10 1 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 33 (4.48%) QA
2 3 (0.41%) GDPR
3 2 (0.27%) Data Quality
3 2 (0.27%) Disclosure Scotland
3 2 (0.27%) ISO 20022
3 2 (0.27%) SLA
4 1 (0.14%) Cyber Essentials
4 1 (0.14%) Cyber Essentials PLUS
4 1 (0.14%) PMO
System Software
1 187 (25.37%) Docker
2 14 (1.90%) VMware Infrastructure
3 10 (1.36%) HDFS
3 10 (1.36%) Time Sharing Option
3 10 (1.36%) Virtual Machines
4 9 (1.22%) Active Directory
5 7 (0.95%) KVM
5 7 (0.95%) Oracle RAC
6 6 (0.81%) Apache Flume
7 4 (0.54%) Hyper-V
7 4 (0.54%) NFS
7 4 (0.54%) SRDF
7 4 (0.54%) Xen
8 2 (0.27%) VMware ESXi
9 1 (0.14%) GlusterFS
9 1 (0.14%) Samba
9 1 (0.14%) VirtualBox
Systems Management
1 222 (30.12%) Kubernetes
2 66 (8.96%) Terraform
3 49 (6.65%) Ansible
4 45 (6.11%) Puppet
5 25 (3.39%) Grafana
6 22 (2.99%) Opscode Chef
7 17 (2.31%) Kibana
8 11 (1.49%) Oozie
9 7 (0.95%) Packer
10 6 (0.81%) Istio
10 6 (0.81%) Salt
11 5 (0.68%) Docker Swarm
11 5 (0.68%) HP ALM
11 5 (0.68%) Prometheus
12 3 (0.41%) Galera Cluster
12 3 (0.41%) Kustomize
12 3 (0.41%) Oracle RMAN
12 3 (0.41%) Rancher
13 2 (0.27%) Consul
13 2 (0.27%) Nagios
Vendors
1 178 (24.15%) Oracle
2 55 (7.46%) MuleSoft
3 34 (4.61%) Google
4 32 (4.34%) Microsoft
5 25 (3.39%) Atlassian
6 23 (3.12%) IBM
6 23 (3.12%) Sybase
7 21 (2.85%) Red Hat
8 20 (2.71%) SAP
9 17 (2.31%) Cloudera
9 17 (2.31%) VMware
10 15 (2.04%) Confluent
11 13 (1.76%) Splunk
12 12 (1.63%) Databricks
13 10 (1.36%) Cisco
13 10 (1.36%) Murex
14 9 (1.22%) webMethods
15 7 (0.95%) MapR
16 6 (0.81%) Hortonworks
16 6 (0.81%) Rackspace