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 3 months to 27 June 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
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 506 549 635
Rank change year-on-year +43 +86  
Contract jobs citing Amazon DynamoDB 104 105 7
As % of all contract IT jobs advertised in the UK 0.22% 0.19% 0.013%
As % of the Database & Business Intelligence category 0.99% 0.89% 0.054%
Number of daily rates quoted 86 84 6
Median daily rate £470 £475 £344
Median daily rate % change year-on-year -1.05% +38.18%  
90% offered a daily rate of more than £413 £375 £288
10% offered a daily rate of more than £550 £625 £650
UK excluding London median daily rate £425 £425 £288
% change year-on-year - +47.82%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Amazon DynamoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10550 11771 13011
As % of all contract IT job vacancies advertised in the UK 22.39% 21.80% 23.59%
Number of daily rates quoted 6895 7962 8488
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £325 £300 £275
10% offered a daily rate of more than £600 £588 £550
UK excluding London median daily rate £400 £383 £350
% change year-on-year +4.57% +9.28%  
Number of hourly rates quoted 141 202 180
Median hourly rate £31.25 £32.15 £27.64
Median hourly rate % change year-on-year -2.79% +16.31%  
90% offered a hourly rate of more than £13.15 £12.00 £16.00
10% offered a hourly rate of more than £50.00 £49.00 £52.17
UK excluding London median hourly rate £38.00 £31.14 £26.00
% change year-on-year +22.04% +19.75%  

Amazon DynamoDB
Job Vacancy Trend

The job posting trend of jobs advertised citing Amazon DynamoDB as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 27 June 2017.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 30 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 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +32 101 £470 -1.05% 31
London -21 53 £519 +9.21% 16
South East +33 25 £425 - 6
Berkshire +30 12 £425 - 5
Surrey +16 9 £475 +11.76% 1
South West +7 9 £500 +33.33% 3
Oxfordshire +3 9 £413 -2.94%
East Midlands +1 7 £425 -
East of England - 7 £425 - 3
Buckinghamshire -10 6 £425 -
Bristol -3 5 £500 +33.33% 1
Nottinghamshire - 5 £425 -
Nottingham - 5 £425 -
Hertfordshire - 5 £425 - 1
City of London -14 4 £519 +9.21% 2
Leatherhead - 4 £550 -
Oxford 0 3 £375 -11.76%
Cardiff -12 3 £513 +13.88%
South Wales -14 3 £513 +13.88%
Wales -15 3 £513 +13.88%
Gloucestershire - 3 £413 - 2
Bracknell - 3 £538 -
Northamptonshire +3 2 - -
Northampton +2 2 - -
Midlands - 2 - - 2
North West - 2 £475 - 1
Yorkshire +31 1 £425 -10.52%
Leeds +18 1 £425 -10.52%
West Yorkshire +17 1 £425 -10.52%
Maidenhead -6 1 £400 -

For the 6 months to 27 June 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.

1 168 (93.33%) Amazon AWS
2 95 (52.78%) DevOps
3 86 (47.78%) Agile Software Development
4 84 (46.67%) Amazon EC2
4 84 (46.67%) Microservices
5 81 (45.00%) JavaScript
6 76 (42.22%) NoSQL
7 67 (37.22%) Java
8 64 (35.56%) TDD
8 64 (35.56%) Jenkins
9 63 (35.00%) Elasticsearch
10 61 (33.89%) Scrum
11 60 (33.33%) Node.js
12 58 (32.22%) Git (software)
12 58 (32.22%) AWS Lambda
13 56 (31.11%) Amazon S3
13 56 (31.11%) Linux
14 54 (30.00%) Docker
15 51 (28.33%) BDD
16 50 (27.78%) .NET
16 50 (27.78%) MVC
17 49 (27.22%) AWS CloudFormation
17 49 (27.22%) SQL Server
17 49 (27.22%) C#
18 46 (25.56%) MongoDB
18 46 (25.56%) AngularJS
19 45 (25.00%) Continuous Integration
19 45 (25.00%) Web Services
20 44 (24.44%) Ruby
20 44 (24.44%) Microsoft Azure

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 63 (35.00%) Elasticsearch
2 23 (12.78%) Confluence
3 19 (10.56%) Apache
4 9 (5.00%) nginx
5 8 (4.44%) WebSphere
6 7 (3.89%) Apache Spark
6 7 (3.89%) IIS
7 5 (2.78%) Apache Solr
8 4 (2.22%) Adobe Experience Manager
8 4 (2.22%) OpenStack
9 2 (1.11%) Apache Pig
10 1 (0.56%) Jetty
10 1 (0.56%) Mongrel
10 1 (0.56%) Oracle HTTP Server
10 1 (0.56%) Tomcat
10 1 (0.56%) WebLogic
Business Applications
1 3 (1.67%) NetSuite
2 1 (0.56%) Dynamics CRM
Cloud Services
1 168 (93.33%) Amazon AWS
2 84 (46.67%) Amazon EC2
3 58 (32.22%) AWS Lambda
4 56 (31.11%) Amazon S3
5 49 (27.22%) AWS CloudFormation
6 44 (24.44%) Microsoft Azure
7 39 (21.67%) Amazon SQS
8 31 (17.22%) GitHub
9 23 (12.78%) CloudFront
10 22 (12.22%) Amazon CloudWatch
10 22 (12.22%) Amazon ElastiCache
11 20 (11.11%) Route 53
12 16 (8.89%) AWS Elastic Beanstalk
12 16 (8.89%) Virtual Private Cloud
13 14 (7.78%) Amazon ELB
14 13 (7.22%) Twilio
15 11 (6.11%) SaaS
16 10 (5.56%) Cloud Computing
17 9 (5.00%) PaaS
18 8 (4.44%) Amazon EMR
Communications & Networking
1 5 (2.78%) DNS
1 5 (2.78%) HTTP
1 5 (2.78%) TCP/IP
2 4 (2.22%) DSL
2 4 (2.22%) Network Security
2 4 (2.22%) VPN
3 3 (1.67%) Internet
3 3 (1.67%) SMTP
4 2 (1.11%) Firewall
4 2 (1.11%) SSL
5 1 (0.56%) AMQP
5 1 (0.56%) DHCP
5 1 (0.56%) FTP
5 1 (0.56%) IPsec
5 1 (0.56%) LDAP
5 1 (0.56%) SAN
5 1 (0.56%) ZigBee
Database & Business Intelligence
1 76 (42.22%) NoSQL
2 49 (27.22%) SQL Server
3 46 (25.56%) MongoDB
4 34 (18.89%) Hadoop
5 30 (16.67%) MySQL
6 26 (14.44%) Amazon RDS
6 26 (14.44%) Apache Cassandra
7 13 (7.22%) PostgreSQL
8 8 (4.44%) Relational Database
9 7 (3.89%) Amazon Redshift
9 7 (3.89%) Big Data
9 7 (3.89%) Data Warehouse
10 6 (3.33%) Apache Hive
10 6 (3.33%) Neo4j
11 5 (2.78%) RDBMS
12 4 (2.22%) Riak
13 3 (1.67%) Bigtable
13 3 (1.67%) SQL Server Reporting Services
13 3 (1.67%) Sqoop
13 3 (1.67%) Yellowfin
Development Applications
1 64 (35.56%) Jenkins
2 58 (32.22%) Git (software)
3 37 (20.56%) JIRA
4 31 (17.22%) Octopus Deploy
5 29 (16.11%) TeamCity
6 27 (15.00%) Bitbucket
7 24 (13.33%) Maven
8 9 (5.00%) Eclipse
8 9 (5.00%) JUnit
9 8 (4.44%) Gradle
9 8 (4.44%) Mocha
10 7 (3.89%) Cucumber
11 6 (3.33%) IntelliJ
11 6 (3.33%) Mercurial
12 4 (2.22%) Checkstyle
12 4 (2.22%) SonarQube
12 4 (2.22%) Vagrant
12 4 (2.22%) Visual Studio
13 3 (1.67%) Grunt
13 3 (1.67%) webpack
General
1 8 (4.44%) Finance
2 3 (1.67%) Banking
2 3 (1.67%) Marketing
3 2 (1.11%) Retail
4 1 (0.56%) Advertising
4 1 (0.56%) Legal
4 1 (0.56%) Telecoms
Job Titles
1 99 (55.00%) Developer
2 50 (27.78%) AWS Developer
3 39 (21.67%) DevOps Engineer
4 33 (18.33%) Java Developer
5 29 (16.11%) Senior Developer
6 25 (13.89%) AWS Engineer
7 23 (12.78%) AWS DevOps
7 23 (12.78%) C# Developer
8 21 (11.67%) .NET Developer
8 21 (11.67%) Senior C# Developer
9 20 (11.11%) AWS DevOps Engineer
10 18 (10.00%) Architect
10 18 (10.00%) Azure Developer
10 18 (10.00%) Node.js Developer
11 12 (6.67%) Senior .NET Developer
12 11 (6.11%) C# .NET Developer
13 9 (5.00%) Linux/Unix DevOps
13 9 (5.00%) Senior C# .NET Developer
14 8 (4.44%) C# ASP.NET Developer
14 8 (4.44%) Linux Engineer
Libraries, Frameworks & Software Standards
1 60 (33.33%) Node.js
2 50 (27.78%) .NET
3 46 (25.56%) AngularJS
4 45 (25.00%) Web Services
5 39 (21.67%) ASP.NET
6 36 (20.00%) ASP.NET MVC
7 33 (18.33%) ASP.NET Web API
8 28 (15.56%) RabbitMQ
9 26 (14.44%) Spring
10 23 (12.78%) Kafka
11 22 (12.22%) Ember.js
12 21 (11.67%) HTML
12 21 (11.67%) REST
13 17 (9.44%) Swagger
14 16 (8.89%) CSS
14 16 (8.89%) JSON
15 15 (8.33%) Spring Boot
16 10 (5.56%) React
17 9 (5.00%) Spring MVC
18 8 (4.44%) Ajax
Miscellaneous
1 35 (19.44%) Public Cloud
2 26 (14.44%) Blog
3 22 (12.22%) User Experience
4 19 (10.56%) Greenfield Project
5 9 (5.00%) Linux Command Line
6 6 (3.33%) Hybrid Cloud
7 5 (2.78%) Algorithms
7 5 (2.78%) Mobile App
8 4 (2.22%) Enterprise Software
8 4 (2.22%) Private Cloud
9 3 (1.67%) Data Centre
10 2 (1.11%) Embedded Systems
11 1 (0.56%) Analytical Skills
11 1 (0.56%) Computer Science
11 1 (0.56%) DataPower
11 1 (0.56%) Fintech
11 1 (0.56%) Reference Data
11 1 (0.56%) Social Network
Operating Systems
1 56 (31.11%) Linux
2 24 (13.33%) Red Hat Enterprise Linux
3 23 (12.78%) CentOS
3 23 (12.78%) Ubuntu
4 11 (6.11%) Unix
4 11 (6.11%) Windows
5 3 (1.67%) Amazon Linux
5 3 (1.67%) Android
5 3 (1.67%) Apple iOS
5 3 (1.67%) Windows Server
6 2 (1.11%) Embedded Linux
7 1 (0.56%) Data ONTAP
Processes & Methodologies
1 95 (52.78%) DevOps
2 86 (47.78%) Agile Software Development
3 84 (46.67%) Microservices
4 64 (35.56%) TDD
5 61 (33.89%) Scrum
6 51 (28.33%) BDD
7 50 (27.78%) MVC
8 45 (25.00%) Continuous Integration
9 37 (20.56%) E-Commerce
9 37 (20.56%) Kanban
10 33 (18.33%) High Availability
11 28 (15.56%) Continuous Improvement
12 25 (13.89%) Configuration Management
13 24 (13.33%) CQRS
14 23 (12.78%) Software Engineering
15 16 (8.89%) SOA
16 15 (8.33%) Continuous Delivery
17 14 (7.78%) Application Performance Management
17 14 (7.78%) Continuous Deployment
17 14 (7.78%) Migration
Programming Languages
1 81 (45.00%) JavaScript
2 67 (37.22%) Java
3 49 (27.22%) C#
4 44 (24.44%) Ruby
5 39 (21.67%) Python
6 38 (21.11%) Scala
7 22 (12.22%) SQL
8 18 (10.00%) PHP
9 15 (8.33%) Bash Shell
10 11 (6.11%) Perl
11 8 (4.44%) Shell Script
12 6 (3.33%) Clojure
13 5 (2.78%) Groovy
14 4 (2.22%) T-SQL
15 3 (1.67%) R
15 3 (1.67%) VB
16 2 (1.11%) C
16 2 (1.11%) C++
17 1 (0.56%) PowerShell
Qualifications
1 11 (6.11%) AWS Certification
2 3 (1.67%) Security Cleared
3 2 (1.11%) SC Cleared
4 1 (0.56%) Degree
4 1 (0.56%) Master's Degree
Quality Assurance & Compliance
1 26 (14.44%) QA
2 1 (0.56%) Data Quality
2 1 (0.56%) PMO
System Software
1 54 (30.00%) Docker
2 1 (0.56%) Firmware
2 1 (0.56%) VMware ESXi
2 1 (0.56%) VMware Infrastructure
2 1 (0.56%) Xen
Systems Management
1 39 (21.67%) Opscode Chef
2 38 (21.11%) Ansible
3 22 (12.22%) Terraform
4 19 (10.56%) Puppet
5 14 (7.78%) Kubernetes
6 12 (6.67%) Pingdom
7 8 (4.44%) Kibana
8 7 (3.89%) Mesos
9 5 (2.78%) Grafana
10 4 (2.22%) Consul
10 4 (2.22%) logstash
10 4 (2.22%) Marathon
10 4 (2.22%) Prometheus
10 4 (2.22%) Rundeck
11 2 (1.11%) Graphite
11 2 (1.11%) Salt
12 1 (0.56%) collectd
12 1 (0.56%) Docker Swarm
12 1 (0.56%) Oozie
12 1 (0.56%) StatsD
Vendors
1 17 (9.44%) AppDynamics
2 15 (8.33%) Atlassian
3 12 (6.67%) PagerDuty
4 10 (5.56%) Microsoft
5 6 (3.33%) Oracle
5 6 (3.33%) Red Hat
6 5 (2.78%) Zend
7 4 (2.22%) Adobe
7 4 (2.22%) Google
7 4 (2.22%) Salesforce.com
7 4 (2.22%) SaltStack
8 3 (1.67%) Cloudera
8 3 (1.67%) Hortonworks
8 3 (1.67%) Sage
8 3 (1.67%) VMware
8 3 (1.67%) Zuora
9 2 (1.11%) New Relic
9 2 (1.11%) SOASTA, Inc
10 1 (0.56%) Rackspace
10 1 (0.56%) Tableau
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