The following table provides summary statistics for contract job vacancies advertised in England 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 28 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 / England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 482 529 615
Rank change year-on-year +47 +86  
Contract jobs citing Amazon DynamoDB 101 91 7
As % of all contract IT jobs advertised in England 0.23% 0.18% 0.014%
As % of the Database & Business Intelligence category 1.04% 0.84% 0.059%
Number of daily rates quoted 100 79 6
Median daily rate £475 £475 £344
Median daily rate % change year-on-year - +38.18%  
90% offered a daily rate of more than £375 £372 £269
10% offered a daily rate of more than £575 £663 £700
UK excluding London median daily rate £450 £425 £288
% change year-on-year +5.88% +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 advertised in England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
England
Contract job vacancies with a requirement for database and business intelligence skills 9673 10772 11887
As % of all contract IT job vacancies advertised in England 22.38% 21.78% 23.67%
Number of daily rates quoted 14236 16294 18356
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 £313 £300 £269
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £400 £375 £350
% change year-on-year +6.66% +7.14%  
Number of hourly rates quoted 214 287 320
Median hourly rate £31.00 £31.00 £26.00
Median hourly rate % change year-on-year - +19.23%  
90% offered a hourly rate of more than £12.00 £12.25 £15.06
10% offered a hourly rate of more than £50.00 £51.00 £52.17
UK excluding London median hourly rate £38.00 £31.95 £26.00
% change year-on-year +18.93% +22.88%  

Amazon DynamoDB
Job Vacancy Trend in England

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

Job vacancy trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon DynamoDB in England over the 3 months to 28 June 2017.

Contractor daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contract Job Locations in England

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 England region over the 3 months to 28 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
London -11 54 £525 +10.52% 15
South East +43 24 £425 - 7
Midlands +26 9 £463 +8.82% 2
South West 0 8 £500 +33.33% 2
East Midlands -3 7 £463 +8.82%
East of England - 7 £425 - 2
North of England +62 3 £425 -10.52% 5
North West - 2 £475 - 5
Yorkshire +18 1 £425 -10.52%
West Midlands - 1 £500 - 2
Amazon DynamoDB
UK

For the 6 months to 28 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 across the England region with a requirement for Amazon DynamoDB.

1 162 (93.10%) Amazon AWS
2 92 (52.87%) DevOps
3 85 (48.85%) Agile Software Development
4 82 (47.13%) Microservices
5 79 (45.40%) JavaScript
6 78 (44.83%) Amazon EC2
7 76 (43.68%) NoSQL
8 67 (38.51%) Java
9 64 (36.78%) TDD
10 61 (35.06%) Scrum
10 61 (35.06%) Jenkins
11 60 (34.48%) Node.js
12 59 (33.91%) Elasticsearch
13 57 (32.76%) AWS Lambda
14 55 (31.61%) Docker
15 54 (31.03%) Git (software)
15 54 (31.03%) Linux
16 52 (29.89%) BDD
17 50 (28.74%) Amazon S3
18 49 (28.16%) AWS CloudFormation
18 49 (28.16%) MVC
19 48 (27.59%) SQL Server
19 48 (27.59%) .NET
20 47 (27.01%) C#
21 46 (26.44%) Ruby
21 46 (26.44%) MongoDB
22 45 (25.86%) Microsoft Azure
22 45 (25.86%) Web Services
22 45 (25.86%) AngularJS
23 43 (24.71%) Continuous Integration

Amazon DynamoDB
Co-occurring IT Skills in England 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 59 (33.91%) Elasticsearch
2 23 (13.22%) Confluence
3 19 (10.92%) Apache
4 8 (4.60%) Apache Spark
4 8 (4.60%) nginx
5 7 (4.02%) WebSphere
6 5 (2.87%) Apache Solr
7 4 (2.30%) Adobe Experience Manager
7 4 (2.30%) IIS
7 4 (2.30%) OpenStack
8 2 (1.15%) Apache Pig
9 1 (0.57%) JBoss
9 1 (0.57%) Tomcat
Business Applications
1 3 (1.72%) NetSuite
2 1 (0.57%) Dynamics CRM
Cloud Services
1 162 (93.10%) Amazon AWS
2 78 (44.83%) Amazon EC2
3 57 (32.76%) AWS Lambda
4 50 (28.74%) Amazon S3
5 49 (28.16%) AWS CloudFormation
6 45 (25.86%) Microsoft Azure
7 39 (22.41%) Amazon SQS
8 31 (17.82%) GitHub
9 22 (12.64%) CloudFront
10 19 (10.92%) Amazon ElastiCache
11 17 (9.77%) Amazon CloudWatch
12 16 (9.20%) Route 53
13 15 (8.62%) AWS Elastic Beanstalk
14 13 (7.47%) Twilio
15 12 (6.90%) Virtual Private Cloud
16 11 (6.32%) Amazon ELB
16 11 (6.32%) Cloud Computing
16 11 (6.32%) SaaS
17 8 (4.60%) Amazon EMR
17 8 (4.60%) PaaS
Communications & Networking
1 5 (2.87%) HTTP
1 5 (2.87%) TCP/IP
2 4 (2.30%) DNS
2 4 (2.30%) Network Security
3 3 (1.72%) Internet
3 3 (1.72%) SMTP
3 3 (1.72%) VPN
4 2 (1.15%) Firewall
4 2 (1.15%) SSL
5 1 (0.57%) AMQP
5 1 (0.57%) LDAP
5 1 (0.57%) SAN
5 1 (0.57%) ZigBee
Database & Business Intelligence
1 76 (43.68%) NoSQL
2 48 (27.59%) SQL Server
3 46 (26.44%) MongoDB
4 35 (20.11%) Hadoop
5 31 (17.82%) MySQL
6 27 (15.52%) Apache Cassandra
7 25 (14.37%) Amazon RDS
8 13 (7.47%) PostgreSQL
9 8 (4.60%) Relational Database
10 7 (4.02%) Big Data
10 7 (4.02%) Data Warehouse
11 6 (3.45%) Amazon Redshift
11 6 (3.45%) Apache Hive
11 6 (3.45%) Neo4j
12 5 (2.87%) RDBMS
13 4 (2.30%) Riak
14 3 (1.72%) Bigtable
14 3 (1.72%) SQL Server Reporting Services
14 3 (1.72%) Sqoop
14 3 (1.72%) Yellowfin
Development Applications
1 61 (35.06%) Jenkins
2 54 (31.03%) Git (software)
3 38 (21.84%) JIRA
4 30 (17.24%) Octopus Deploy
4 30 (17.24%) TeamCity
5 27 (15.52%) Bitbucket
6 24 (13.79%) Maven
7 10 (5.75%) JUnit
8 9 (5.17%) Eclipse
8 9 (5.17%) Mocha
9 8 (4.60%) Gradle
10 6 (3.45%) IntelliJ
10 6 (3.45%) Mercurial
11 5 (2.87%) Cucumber
11 5 (2.87%) Vagrant
12 4 (2.30%) Checkstyle
12 4 (2.30%) SonarQube
13 3 (1.72%) Grunt
13 3 (1.72%) gulp
13 3 (1.72%) webpack
General
1 7 (4.02%) Finance
2 3 (1.72%) Banking
2 3 (1.72%) Marketing
3 2 (1.15%) Retail
4 1 (0.57%) Advertising
4 1 (0.57%) Legal
4 1 (0.57%) Telecoms
Job Titles
1 98 (56.32%) Developer
2 50 (28.74%) AWS Developer
3 35 (20.11%) DevOps Engineer
4 33 (18.97%) Java Developer
5 29 (16.67%) Senior Developer
6 24 (13.79%) AWS Engineer
7 23 (13.22%) C# Developer
8 21 (12.07%) AWS DevOps
8 21 (12.07%) Senior C# Developer
9 20 (11.49%) .NET Developer
10 18 (10.34%) Architect
10 18 (10.34%) AWS DevOps Engineer
10 18 (10.34%) Azure Developer
10 18 (10.34%) Node.js Developer
11 12 (6.90%) Senior .NET Developer
12 11 (6.32%) C# .NET Developer
13 9 (5.17%) Senior C# .NET Developer
14 8 (4.60%) Cloud Engineer
14 8 (4.60%) Linux/Unix DevOps
14 8 (4.60%) Senior ASP.NET Developer
Libraries, Frameworks & Software Standards
1 60 (34.48%) Node.js
2 48 (27.59%) .NET
3 45 (25.86%) AngularJS
3 45 (25.86%) Web Services
4 38 (21.84%) ASP.NET
5 36 (20.69%) ASP.NET MVC
6 33 (18.97%) ASP.NET Web API
7 28 (16.09%) RabbitMQ
8 25 (14.37%) Spring
9 23 (13.22%) Kafka
10 22 (12.64%) Ember.js
11 21 (12.07%) HTML
11 21 (12.07%) REST
12 17 (9.77%) Swagger
13 16 (9.20%) CSS
14 15 (8.62%) JSON
14 15 (8.62%) Spring Boot
15 11 (6.32%) React
16 8 (4.60%) Chai
16 8 (4.60%) Spring MVC
Miscellaneous
1 35 (20.11%) Public Cloud
2 26 (14.94%) Blog
3 22 (12.64%) User Experience
4 19 (10.92%) Greenfield Project
5 9 (5.17%) Linux Command Line
6 6 (3.45%) Hybrid Cloud
7 5 (2.87%) Algorithms
8 4 (2.30%) Enterprise Software
8 4 (2.30%) Mobile App
8 4 (2.30%) Private Cloud
9 3 (1.72%) Data Centre
10 1 (0.57%) Analytical Skills
10 1 (0.57%) Computer Science
10 1 (0.57%) DataPower
10 1 (0.57%) Embedded Systems
10 1 (0.57%) Fintech
10 1 (0.57%) Reference Data
10 1 (0.57%) Social Network
Operating Systems
1 54 (31.03%) Linux
2 24 (13.79%) Red Hat Enterprise Linux
3 23 (13.22%) CentOS
3 23 (13.22%) Ubuntu
4 10 (5.75%) Unix
4 10 (5.75%) Windows
5 3 (1.72%) Amazon Linux
6 2 (1.15%) Android
6 2 (1.15%) Apple iOS
6 2 (1.15%) Windows Server
7 1 (0.57%) Data ONTAP
7 1 (0.57%) Embedded Linux
Processes & Methodologies
1 92 (52.87%) DevOps
2 85 (48.85%) Agile Software Development
3 82 (47.13%) Microservices
4 64 (36.78%) TDD
5 61 (35.06%) Scrum
6 52 (29.89%) BDD
7 49 (28.16%) MVC
8 43 (24.71%) Continuous Integration
9 37 (21.26%) E-Commerce
9 37 (21.26%) Kanban
10 33 (18.97%) High Availability
11 28 (16.09%) Continuous Improvement
12 25 (14.37%) Configuration Management
12 25 (14.37%) CQRS
13 23 (13.22%) Software Engineering
14 16 (9.20%) SOA
15 15 (8.62%) Continuous Delivery
16 14 (8.05%) Application Performance Management
16 14 (8.05%) Performance Management
17 13 (7.47%) Continuous Deployment
Programming Languages
1 79 (45.40%) JavaScript
2 67 (38.51%) Java
3 47 (27.01%) C#
4 46 (26.44%) Ruby
5 39 (22.41%) Python
5 39 (22.41%) Scala
6 21 (12.07%) SQL
7 19 (10.92%) PHP
8 17 (9.77%) Bash Shell
9 10 (5.75%) Perl
10 8 (4.60%) Shell Script
11 6 (3.45%) Clojure
12 5 (2.87%) Groovy
13 4 (2.30%) T-SQL
14 3 (1.72%) R
14 3 (1.72%) VB
15 1 (0.57%) C
15 1 (0.57%) C++
15 1 (0.57%) PL/SQL
15 1 (0.57%) PowerShell
Qualifications
1 10 (5.75%) AWS Certification
2 4 (2.30%) Security Cleared
3 3 (1.72%) SC Cleared
4 1 (0.57%) Degree
4 1 (0.57%) Master's Degree
Quality Assurance & Compliance
1 26 (14.94%) QA
2 1 (0.57%) Data Quality
2 1 (0.57%) PMO
System Software
1 55 (31.61%) Docker
2 1 (0.57%) Firmware
2 1 (0.57%) VMware ESXi
Systems Management
1 40 (22.99%) Opscode Chef
2 35 (20.11%) Ansible
3 19 (10.92%) Puppet
4 18 (10.34%) Terraform
5 14 (8.05%) Kubernetes
6 12 (6.90%) Pingdom
7 7 (4.02%) Kibana
8 5 (2.87%) logstash
9 4 (2.30%) Consul
10 3 (1.72%) Grafana
10 3 (1.72%) Mesos
10 3 (1.72%) Salt
11 2 (1.15%) collectd
11 2 (1.15%) StatsD
12 1 (0.57%) Docker Swarm
12 1 (0.57%) Graphite
12 1 (0.57%) Oozie
12 1 (0.57%) Packer
Vendors
1 17 (9.77%) AppDynamics
2 15 (8.62%) Atlassian
3 12 (6.90%) PagerDuty
4 10 (5.75%) Microsoft
5 6 (3.45%) Red Hat
6 5 (2.87%) SaltStack
6 5 (2.87%) Zend
7 4 (2.30%) Adobe
7 4 (2.30%) Oracle
7 4 (2.30%) Salesforce.com
8 3 (1.72%) Cloudera
8 3 (1.72%) Google
8 3 (1.72%) Hortonworks
8 3 (1.72%) Sage
8 3 (1.72%) Zuora
9 2 (1.15%) New Relic
9 2 (1.15%) Rackspace
9 2 (1.15%) SOASTA, Inc
9 2 (1.15%) VMware
10 1 (0.57%) SAP
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