Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon DynamoDB over the 6 months to 18 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.

Amazon DynamoDB
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 674 687 834
Rank change year-on-year +13 +147 -9
Contract jobs citing Amazon DynamoDB 218 201 70
As % of all contract IT jobs advertised in the UK 0.21% 0.19% 0.061%
As % of the Database & Business Intelligence category 0.97% 0.84% 0.26%
Number of daily rates quoted 174 159 61
UK median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £406 £385 £356
90th Percentile £625 £590 £550
UK excluding London median daily rate £500 £450 £500
% change year-on-year +11.11% -10.00% -2.44%
Number of hourly rates quoted 1 0 0
UK median hourly rate £45.00 - -
UK excluding London median hourly rate £45.00 - -

Amazon DynamoDB 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 22546 23891 26754
As % of all contract IT jobs advertised in the UK 22.08% 22.61% 23.28%
Number of daily rates quoted 15400 15864 17620
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +1.27%
10th Percentile £310 £285 £269
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £376 £375
% change year-on-year +6.45% +0.20% +7.14%
Number of hourly rates quoted 285 369 402
UK median hourly rate £31.15 £28.18 £29.00
Median hourly rate % change year-on-year +10.54% -2.83% +19.59%
10th Percentile £14.00 £10.00 £12.00
90th Percentile £58.00 £52.03 £52.47
UK excluding London median hourly rate £35.00 £28.18 £30.00
% change year-on-year +24.20% -6.07% +33.33%

Amazon DynamoDB
Job Vacancy Trend

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

Job vacancy trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Trend

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

Contractor daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Amazon DynamoDB over the 6 months to 18 November 2017.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 14 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon DynamoDB within the UK over the 6 months to 18 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
England +57 211 £500 +5.26% 34
London +16 147 £500 +2.56% 18
UK excluding London +29 68 £500 +11.11% 15
South East +27 36 £535 +18.89% 6
Midlands +34 11 £500 +11.11%
North of England +64 7 £511 +27.81% 1
South West -12 7 £500 +6.67% 4
East Midlands - 6 £450 -
West Midlands +38 5 £500 +11.11%
North West +26 5 £513 +28.13% 1
Wales +10 3 £475 +5.26%
East of England -20 3 £475 -7.32% 4
Yorkshire +22 2 £474 +8.29%
Scotland - 1 £375 -

For the 6 months to 18 November 2017, IT contractor jobs citing Amazon DynamoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Amazon DynamoDB.

1 198 (90.83%) Amazon AWS
2 129 (59.17%) Agile Software Development
3 115 (52.75%) DevOps
4 104 (47.71%) NoSQL
5 103 (47.25%) Java
6 84 (38.53%) Jenkins
7 83 (38.07%) Microservices
8 79 (36.24%) JavaScript
8 79 (36.24%) Continuous Integration
9 78 (35.78%) MongoDB
10 76 (34.86%) Linux
10 76 (34.86%) Python
11 73 (33.49%) Docker
12 69 (31.65%) Ansible
13 68 (31.19%) SQL
13 68 (31.19%) TDD
14 67 (30.73%) Amazon EC2
14 67 (30.73%) Node.js
15 66 (30.28%) Elasticsearch
16 64 (29.36%) MySQL
17 63 (28.90%) Scrum
18 62 (28.44%) Amazon S3
19 59 (27.06%) PostgreSQL
20 56 (25.69%) Git (software)
21 54 (24.77%) Terraform
22 53 (24.31%) AWS Lambda
22 53 (24.31%) Serverless
23 50 (22.94%) Web Services
24 49 (22.48%) AWS CloudFormation
25 47 (21.56%) Amazon RDS

Amazon DynamoDB
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 66 (30.28%) Elasticsearch
2 28 (12.84%) Confluence
3 25 (11.47%) Apache Spark
4 17 (7.80%) JBoss
4 17 (7.80%) Tomcat
5 16 (7.34%) Apache
5 16 (7.34%) nginx
6 11 (5.05%) WebLogic
7 8 (3.67%) Apache Solr
7 8 (3.67%) WebSphere
8 7 (3.21%) Apache Airflow
9 6 (2.75%) Apache Pig
9 6 (2.75%) OpenStack
10 4 (1.83%) Adobe Experience Manager
10 4 (1.83%) Oracle SOA Suite
11 2 (0.92%) Oracle Application Server
11 2 (0.92%) WebSphere Application Server
12 1 (0.46%) IIS
12 1 (0.46%) Jetty
12 1 (0.46%) SAS
Applications
1 1 (0.46%) GNU Octave
1 1 (0.46%) HipChat
Business Applications
1 2 (0.92%) Dynamics CRM
Cloud Services
1 198 (90.83%) Amazon AWS
2 67 (30.73%) Amazon EC2
3 62 (28.44%) Amazon S3
4 53 (24.31%) AWS Lambda
4 53 (24.31%) Serverless
5 49 (22.48%) AWS CloudFormation
6 43 (19.72%) Amazon SQS
7 38 (17.43%) Microsoft Azure
8 28 (12.84%) Amazon ElastiCache
9 26 (11.93%) Route 53
10 24 (11.01%) GitHub
11 23 (10.55%) Amazon Kinesis
12 21 (9.63%) Amazon ELB
13 20 (9.17%) Amazon CloudWatch
13 20 (9.17%) Virtual Private Cloud
14 19 (8.72%) Amazon EMR
15 17 (7.80%) CloudFront
16 15 (6.88%) AWS Elastic Beanstalk
16 15 (6.88%) Google Cloud Platform
17 8 (3.67%) Heroku
Communications & Networking
1 15 (6.88%) SSL
1 15 (6.88%) TCP/IP
2 14 (6.42%) HTTP
2 14 (6.42%) SMS
3 8 (3.67%) Firewall
4 7 (3.21%) Kerberos
5 6 (2.75%) DNS
5 6 (2.75%) Network Security
6 4 (1.83%) Bluetooth
6 4 (1.83%) Internet
6 4 (1.83%) SMTP
7 3 (1.38%) VPN
8 1 (0.46%) AMQP
8 1 (0.46%) DSL
8 1 (0.46%) ICMP
8 1 (0.46%) SAN
Database & Business Intelligence
1 104 (47.71%) NoSQL
2 78 (35.78%) MongoDB
3 64 (29.36%) MySQL
4 59 (27.06%) PostgreSQL
5 47 (21.56%) Amazon RDS
6 44 (20.18%) Hadoop
7 41 (18.81%) Apache Cassandra
7 41 (18.81%) SQL Server
8 29 (13.30%) Neo4j
9 26 (11.93%) Amazon Redshift
10 24 (11.01%) Relational Database
11 22 (10.09%) Big Data
12 20 (9.17%) Apache Hive
13 19 (8.72%) HBase
14 16 (7.34%) Data Warehouse
14 16 (7.34%) Redis
15 14 (6.42%) RDBMS
16 11 (5.05%) BigQuery
17 9 (4.13%) DataStax
18 6 (2.75%) Sqoop
Development Applications
1 84 (38.53%) Jenkins
2 56 (25.69%) Git (software)
3 45 (20.64%) JIRA
4 28 (12.84%) Maven
5 21 (9.63%) Cucumber
6 17 (7.80%) TeamCity
6 17 (7.80%) webpack
7 15 (6.88%) Bitbucket
7 15 (6.88%) Gradle
7 15 (6.88%) Octopus Deploy
8 12 (5.50%) Babel
8 12 (5.50%) SonarQube
9 11 (5.05%) Mocha
9 11 (5.05%) Sonatype Nexus
9 11 (5.05%) Subversion
10 8 (3.67%) GitLab
10 8 (3.67%) Grunt
11 6 (2.75%) Artifactory
11 6 (2.75%) JUnit
11 6 (2.75%) Vagrant
General
1 19 (8.72%) Finance
2 17 (7.80%) Banking
3 9 (4.13%) Publishing
4 5 (2.29%) Marketing
5 4 (1.83%) Games
6 3 (1.38%) Retail
7 2 (0.92%) Spanish Language
8 1 (0.46%) Advertising
8 1 (0.46%) Back Office
8 1 (0.46%) Electronics
8 1 (0.46%) Legal
8 1 (0.46%) Pharmaceutical
Job Titles
1 92 (42.20%) Developer
2 54 (24.77%) DevOps Engineer
3 38 (17.43%) AWS Engineer
4 33 (15.14%) AWS DevOps
5 29 (13.30%) Java Developer
6 28 (12.84%) AWS DevOps Engineer
7 27 (12.39%) AWS Developer
8 25 (11.47%) Full Stack Developer
9 21 (9.63%) Senior Developer
10 19 (8.72%) JavaScript Developer
11 18 (8.26%) Architect
12 12 (5.50%) .NET Developer
12 12 (5.50%) Cloud Engineer
12 12 (5.50%) Linux/Unix DevOps
13 11 (5.05%) Node.js Developer
14 10 (4.59%) Linux DevOps Engineer
14 10 (4.59%) Linux Engineer
15 9 (4.13%) C# Developer
15 9 (4.13%) Data Engineer
15 9 (4.13%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 67 (30.73%) Node.js
2 50 (22.94%) Web Services
3 40 (18.35%) React
4 37 (16.97%) AngularJS
5 36 (16.51%) Spring
6 35 (16.06%) Kafka
7 32 (14.68%) .NET
8 28 (12.84%) CSS
8 28 (12.84%) HTML
9 24 (11.01%) Sass
10 23 (10.55%) ASP.NET
10 23 (10.55%) RabbitMQ
11 22 (10.09%) Spring Boot
12 21 (9.63%) ASP.NET MVC
13 19 (8.72%) REST
13 19 (8.72%) RESTful
14 16 (7.34%) Elastic Stack
15 15 (6.88%) Apache Camel
15 15 (6.88%) ASP.NET Web API
16 13 (5.96%) Sensu
Miscellaneous
1 23 (10.55%) Greenfield Project
2 20 (9.17%) Fintech
2 20 (9.17%) Public Cloud
3 19 (8.72%) Analytical Skills
4 17 (7.80%) User Experience
5 12 (5.50%) Blog
5 12 (5.50%) Linux Command Line
6 9 (4.13%) Mobile App
7 8 (3.67%) Enterprise Software
8 7 (3.21%) Computer Science
9 5 (2.29%) Data Centre
9 5 (2.29%) Social Media
9 5 (2.29%) Virtual Team
10 4 (1.83%) Algorithms
10 4 (1.83%) Hybrid Cloud
10 4 (1.83%) Private Cloud
10 4 (1.83%) Reference Data
11 3 (1.38%) DataPower
12 1 (0.46%) CESG
12 1 (0.46%) NHS
Operating Systems
1 76 (34.86%) Linux
2 14 (6.42%) Android
3 13 (5.96%) Ubuntu
4 12 (5.50%) CentOS
5 11 (5.05%) Red Hat Enterprise Linux
5 11 (5.05%) Unix
6 10 (4.59%) Apple iOS
7 9 (4.13%) Windows
8 3 (1.38%) Amazon Linux
9 2 (0.92%) AIX
10 1 (0.46%) CoreOS
10 1 (0.46%) Data ONTAP
10 1 (0.46%) Windows Server
Processes & Methodologies
1 129 (59.17%) Agile Software Development
2 115 (52.75%) DevOps
3 83 (38.07%) Microservices
4 79 (36.24%) Continuous Integration
5 68 (31.19%) TDD
6 63 (28.90%) Scrum
7 44 (20.18%) BDD
8 42 (19.27%) Open Source
9 39 (17.89%) Configuration Management
10 37 (16.97%) Software Engineering
11 36 (16.51%) Kanban
12 29 (13.30%) MVC
12 29 (13.30%) Test Automation
13 27 (12.39%) Continuous Delivery
13 27 (12.39%) SOA
14 22 (10.09%) Business Intelligence
15 21 (9.63%) E-Commerce
16 20 (9.17%) Analytics
16 20 (9.17%) Continuous Deployment
16 20 (9.17%) CQRS
Programming Languages
1 103 (47.25%) Java
2 79 (36.24%) JavaScript
3 76 (34.86%) Python
4 68 (31.19%) SQL
5 38 (17.43%) Ruby
6 32 (14.68%) Scala
7 31 (14.22%) C#
7 31 (14.22%) ES6
8 25 (11.47%) PHP
9 21 (9.63%) Bash Shell
10 10 (4.59%) GraphQL
10 10 (4.59%) PowerShell
10 10 (4.59%) Shell Script
11 9 (4.13%) Go
11 9 (4.13%) Objective-C
12 6 (2.75%) Groovy
13 5 (2.29%) Perl
13 5 (2.29%) R
14 4 (1.83%) Clojure
14 4 (1.83%) TypeScript
Qualifications
1 13 (5.96%) Security Cleared
2 12 (5.50%) SC Cleared
3 10 (4.59%) Degree
4 5 (2.29%) Computer Science Degree
5 4 (1.83%) AWS Certification
6 1 (0.46%) BPSS Clearance
6 1 (0.46%) CESG Certified Professional
6 1 (0.46%) CTC Cleared
6 1 (0.46%) Master's Degree
6 1 (0.46%) PhD
Quality Assurance & Compliance
1 19 (8.72%) QA
2 3 (1.38%) GDPR
3 1 (0.46%) Data Quality
3 1 (0.46%) ISO/IEC 27001
System Software
1 73 (33.49%) Docker
2 6 (2.75%) HDFS
3 4 (1.83%) Apache ZooKeeper
4 1 (0.46%) GlusterFS
4 1 (0.46%) Virtual Machines
4 1 (0.46%) VirtualBox
4 1 (0.46%) VMware ESXi
4 1 (0.46%) VMware Infrastructure
Systems Management
1 69 (31.65%) Ansible
2 54 (24.77%) Terraform
3 41 (18.81%) Puppet
4 38 (17.43%) Opscode Chef
5 29 (13.30%) Kubernetes
6 13 (5.96%) Kibana
6 13 (5.96%) StatsD
7 11 (5.05%) logstash
7 11 (5.05%) Mesos
8 9 (4.13%) Ambari
8 9 (4.13%) collectd
8 9 (4.13%) Salt
9 8 (3.67%) Business Desktop Deployment
9 8 (3.67%) Packer
10 7 (3.21%) Pingdom
10 7 (3.21%) ZABBIX
11 6 (2.75%) Consul
12 5 (2.29%) Graphite
12 5 (2.29%) Nagios
13 4 (1.83%) Ganglia
Vendors
1 32 (14.68%) Oracle
2 25 (11.47%) Google
3 17 (7.80%) Microsoft
4 12 (5.50%) SaltStack
5 9 (4.13%) AppDynamics
5 9 (4.13%) Hortonworks
5 9 (4.13%) Rackspace
5 9 (4.13%) Splunk
6 8 (3.67%) Apple
6 8 (3.67%) Atlassian
7 7 (3.21%) PagerDuty
7 7 (3.21%) VMware
8 6 (2.75%) Cloudera
9 5 (2.29%) IBM
9 5 (2.29%) New Relic
10 4 (1.83%) Adobe
10 4 (1.83%) Red Hat
10 4 (1.83%) Talend
11 3 (1.38%) Sonatype
11 3 (1.38%) Tableau