Period
to 21 November 2017

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 6 months to 21 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 > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 642 675 796
Rank change year-on-year +33 +121 +3
Contract jobs citing Amazon DynamoDB 216 196 69
As % of all contract IT jobs advertised in England 0.23% 0.20% 0.066%
As % of the Database & Business Intelligence category 1.03% 0.89% 0.28%
Number of daily rates quoted 173 157 60
England median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £406 £383 £359
90th Percentile £625 £593 £550
UK median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 1 0 0
England median hourly rate £45.00 - -
UK 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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 20955 21940 24263
As % of all contract IT jobs advertised in England 22.09% 22.55% 23.38%
Number of daily rates quoted 14517 14699 16156
England median daily rate £460 £425 £413
Median daily rate % change year-on-year +8.24% +3.03% +3.13%
10th Percentile £313 £288 £275
90th Percentile £638 £600 £588
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +0.63%
Number of hourly rates quoted 264 319 384
England median hourly rate £31.75 £28.00 £27.78
Median hourly rate % change year-on-year +13.39% +0.79% +12.24%
10th Percentile £14.34 £11.20 £12.00
90th Percentile £56.41 £48.15 £52.17
UK median hourly rate £31.23 £28.00 £28.50
% change year-on-year +11.54% -1.75% +14.00%

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 6 months to 21 November 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 6 months to 21 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
London +7 149 £500 +2.56% 24
South East +15 38 £519 +15.28% 7
Midlands +28 11 £500 +11.11%
North of England +52 7 £511 +27.81%
South West -32 7 £500 +5.26% 7
East Midlands - 6 £450 -
West Midlands +24 5 £500 +11.11%
North West +22 5 £513 +28.13%
East of England -6 3 £475 -7.32% 4
Yorkshire +23 2 £474 +8.29%
Amazon DynamoDB
UK

For the 6 months to 21 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 across the England region with a requirement for Amazon DynamoDB.

1 196 (90.74%) Amazon AWS
2 130 (60.19%) Agile Software Development
3 115 (53.24%) DevOps
4 107 (49.54%) Java
5 105 (48.61%) NoSQL
6 85 (39.35%) Microservices
7 81 (37.50%) JavaScript
8 80 (37.04%) Jenkins
9 78 (36.11%) Continuous Integration
10 77 (35.65%) Linux
10 77 (35.65%) MongoDB
11 76 (35.19%) Python
12 70 (32.41%) Docker
13 68 (31.48%) SQL
13 68 (31.48%) TDD
14 67 (31.02%) Elasticsearch
14 67 (31.02%) Node.js
15 66 (30.56%) Ansible
16 64 (29.63%) MySQL
17 62 (28.70%) Scrum
17 62 (28.70%) Amazon EC2
18 61 (28.24%) Amazon S3
19 59 (27.31%) PostgreSQL
20 54 (25.00%) AWS Lambda
20 54 (25.00%) Terraform
20 54 (25.00%) Serverless
21 51 (23.61%) Git (software)
22 48 (22.22%) Web Services
23 47 (21.76%) AWS CloudFormation
24 46 (21.30%) BDD

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 67 (31.02%) Elasticsearch
2 27 (12.50%) Confluence
3 25 (11.57%) Apache Spark
4 16 (7.41%) Apache
4 16 (7.41%) JBoss
4 16 (7.41%) Tomcat
5 15 (6.94%) nginx
6 10 (4.63%) WebLogic
7 8 (3.70%) Apache Solr
7 8 (3.70%) WebSphere
8 7 (3.24%) Apache Airflow
9 6 (2.78%) Apache Pig
9 6 (2.78%) OpenStack
10 4 (1.85%) Adobe Experience Manager
10 4 (1.85%) Oracle SOA Suite
11 2 (0.93%) Oracle Application Server
11 2 (0.93%) 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 (0.93%) Dynamics CRM
Cloud Services
1 196 (90.74%) Amazon AWS
2 62 (28.70%) Amazon EC2
3 61 (28.24%) Amazon S3
4 54 (25.00%) AWS Lambda
4 54 (25.00%) Serverless
5 47 (21.76%) AWS CloudFormation
6 42 (19.44%) Amazon SQS
7 38 (17.59%) Microsoft Azure
8 26 (12.04%) Amazon ElastiCache
9 24 (11.11%) GitHub
9 24 (11.11%) Route 53
10 23 (10.65%) Amazon Kinesis
11 19 (8.80%) Amazon ELB
11 19 (8.80%) Amazon EMR
12 18 (8.33%) Virtual Private Cloud
13 17 (7.87%) Amazon CloudWatch
13 17 (7.87%) CloudFront
14 15 (6.94%) AWS Elastic Beanstalk
14 15 (6.94%) Google Cloud Platform
15 10 (4.63%) Google Play
Communications & Networking
1 14 (6.48%) SSL
1 14 (6.48%) TCP/IP
2 13 (6.02%) HTTP
2 13 (6.02%) SMS
3 8 (3.70%) Firewall
4 7 (3.24%) Kerberos
5 6 (2.78%) DNS
6 5 (2.31%) Network Security
7 4 (1.85%) Bluetooth
7 4 (1.85%) Internet
7 4 (1.85%) SMTP
8 3 (1.39%) VPN
9 1 (0.46%) AMQP
9 1 (0.46%) ICMP
9 1 (0.46%) SAN
Database & Business Intelligence
1 105 (48.61%) NoSQL
2 77 (35.65%) MongoDB
3 64 (29.63%) MySQL
4 59 (27.31%) PostgreSQL
5 45 (20.83%) Amazon RDS
6 44 (20.37%) Hadoop
7 43 (19.91%) Apache Cassandra
8 41 (18.98%) SQL Server
9 31 (14.35%) Neo4j
10 26 (12.04%) Amazon Redshift
11 23 (10.65%) Relational Database
12 22 (10.19%) Big Data
13 20 (9.26%) Apache Hive
14 19 (8.80%) HBase
15 18 (8.33%) Redis
16 16 (7.41%) Data Warehouse
17 13 (6.02%) RDBMS
18 11 (5.09%) BigQuery
19 9 (4.17%) DataStax
20 6 (2.78%) Sqoop
Development Applications
1 80 (37.04%) Jenkins
2 51 (23.61%) Git (software)
3 43 (19.91%) JIRA
4 27 (12.50%) Maven
5 21 (9.72%) Cucumber
6 18 (8.33%) webpack
7 17 (7.87%) TeamCity
8 15 (6.94%) Gradle
8 15 (6.94%) Octopus Deploy
9 14 (6.48%) Bitbucket
10 13 (6.02%) Babel
11 12 (5.56%) SonarQube
12 11 (5.09%) Mocha
13 10 (4.63%) Sonatype Nexus
13 10 (4.63%) Subversion
14 9 (4.17%) Grunt
15 8 (3.70%) GitLab
15 8 (3.70%) Selenium
16 6 (2.78%) Appium
16 6 (2.78%) JUnit
General
1 20 (9.26%) Finance
2 19 (8.80%) Banking
3 9 (4.17%) Publishing
4 5 (2.31%) Marketing
5 4 (1.85%) Games
6 3 (1.39%) Retail
7 2 (0.93%) Spanish Language
8 1 (0.46%) Advertising
8 1 (0.46%) Electronics
8 1 (0.46%) Legal
8 1 (0.46%) Pharmaceutical
Job Titles
1 92 (42.59%) Developer
2 52 (24.07%) DevOps Engineer
3 37 (17.13%) AWS Engineer
4 32 (14.81%) AWS DevOps
5 30 (13.89%) AWS Developer
5 30 (13.89%) Java Developer
6 27 (12.50%) AWS DevOps Engineer
7 25 (11.57%) Full Stack Developer
8 20 (9.26%) Senior Developer
9 19 (8.80%) JavaScript Developer
10 18 (8.33%) Architect
11 12 (5.56%) .NET Developer
11 12 (5.56%) Cloud Engineer
12 11 (5.09%) Linux/Unix DevOps
12 11 (5.09%) Node.js Developer
13 10 (4.63%) Linux DevOps Engineer
13 10 (4.63%) Linux Engineer
14 9 (4.17%) C# Developer
14 9 (4.17%) Data Engineer
14 9 (4.17%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 67 (31.02%) Node.js
2 48 (22.22%) Web Services
3 41 (18.98%) React
4 37 (17.13%) Kafka
4 37 (17.13%) Spring
5 36 (16.67%) AngularJS
6 32 (14.81%) .NET
7 27 (12.50%) CSS
7 27 (12.50%) HTML
8 25 (11.57%) Sass
9 23 (10.65%) ASP.NET
9 23 (10.65%) RabbitMQ
9 23 (10.65%) Spring Boot
10 21 (9.72%) ASP.NET MVC
10 21 (9.72%) RESTful
11 19 (8.80%) REST
12 15 (6.94%) Apache Camel
12 15 (6.94%) ASP.NET Web API
12 15 (6.94%) Elastic Stack
12 15 (6.94%) Redux
Miscellaneous
1 27 (12.50%) Greenfield Project
2 22 (10.19%) Fintech
3 21 (9.72%) Analytical Skills
4 20 (9.26%) Public Cloud
5 18 (8.33%) User Experience
6 13 (6.02%) Linux Command Line
7 12 (5.56%) Blog
8 10 (4.63%) Mobile App
9 8 (3.70%) Enterprise Software
10 7 (3.24%) Computer Science
11 5 (2.31%) Data Centre
11 5 (2.31%) Social Media
11 5 (2.31%) Virtual Team
12 4 (1.85%) Algorithms
12 4 (1.85%) Hybrid Cloud
12 4 (1.85%) Private Cloud
12 4 (1.85%) Reference Data
13 3 (1.39%) DataPower
14 1 (0.46%) CESG
14 1 (0.46%) NHS
Operating Systems
1 77 (35.65%) Linux
2 16 (7.41%) Android
3 12 (5.56%) Apple iOS
3 12 (5.56%) Ubuntu
4 11 (5.09%) CentOS
4 11 (5.09%) Unix
5 10 (4.63%) Red Hat Enterprise Linux
6 9 (4.17%) Windows
7 3 (1.39%) Amazon Linux
8 2 (0.93%) AIX
9 1 (0.46%) CoreOS
9 1 (0.46%) Data ONTAP
9 1 (0.46%) Windows Server
Processes & Methodologies
1 130 (60.19%) Agile Software Development
2 115 (53.24%) DevOps
3 85 (39.35%) Microservices
4 78 (36.11%) Continuous Integration
5 68 (31.48%) TDD
6 62 (28.70%) Scrum
7 46 (21.30%) BDD
8 43 (19.91%) Open Source
9 38 (17.59%) Software Engineering
10 36 (16.67%) Configuration Management
11 35 (16.20%) Kanban
12 30 (13.89%) Test Automation
13 29 (13.43%) MVC
14 28 (12.96%) Continuous Delivery
15 27 (12.50%) SOA
16 22 (10.19%) Business Intelligence
16 22 (10.19%) CQRS
17 21 (9.72%) E-Commerce
18 20 (9.26%) Analytics
19 19 (8.80%) Continuous Deployment
Programming Languages
1 107 (49.54%) Java
2 81 (37.50%) JavaScript
3 76 (35.19%) Python
4 68 (31.48%) SQL
5 37 (17.13%) Ruby
6 35 (16.20%) Scala
7 34 (15.74%) ES6
8 31 (14.35%) C#
9 24 (11.11%) PHP
10 20 (9.26%) Bash Shell
11 12 (5.56%) GraphQL
12 11 (5.09%) Objective-C
13 10 (4.63%) PowerShell
14 9 (4.17%) Go
14 9 (4.17%) Shell Script
15 6 (2.78%) Groovy
16 5 (2.31%) Perl
16 5 (2.31%) R
17 4 (1.85%) Clojure
17 4 (1.85%) TypeScript
Qualifications
1 15 (6.94%) Security Cleared
2 14 (6.48%) SC Cleared
3 10 (4.63%) Degree
4 5 (2.31%) Computer Science Degree
5 4 (1.85%) AWS Certification
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 20 (9.26%) QA
2 3 (1.39%) GDPR
3 1 (0.46%) Data Quality
3 1 (0.46%) ISO/IEC 27001
System Software
1 70 (32.41%) Docker
2 6 (2.78%) HDFS
3 4 (1.85%) 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 66 (30.56%) Ansible
2 54 (25.00%) Terraform
3 39 (18.06%) Puppet
4 37 (17.13%) Opscode Chef
5 28 (12.96%) Kubernetes
6 12 (5.56%) StatsD
7 11 (5.09%) Kibana
8 10 (4.63%) logstash
8 10 (4.63%) Mesos
9 9 (4.17%) Ambari
10 8 (3.70%) collectd
10 8 (3.70%) Packer
10 8 (3.70%) Salt
11 7 (3.24%) Business Desktop Deployment
12 6 (2.78%) Consul
12 6 (2.78%) Pingdom
12 6 (2.78%) ZABBIX
13 5 (2.31%) Graphite
13 5 (2.31%) Nagios
14 4 (1.85%) Ganglia
Vendors
1 31 (14.35%) Oracle
2 27 (12.50%) Google
3 17 (7.87%) Microsoft
4 11 (5.09%) SaltStack
5 10 (4.63%) Apple
6 9 (4.17%) Hortonworks
7 8 (3.70%) AppDynamics
7 8 (3.70%) Rackspace
7 8 (3.70%) Splunk
8 7 (3.24%) Atlassian
8 7 (3.24%) VMware
9 6 (2.78%) Cloudera
9 6 (2.78%) PagerDuty
10 5 (2.31%) IBM
10 5 (2.31%) New Relic
11 4 (1.85%) Adobe
11 4 (1.85%) Red Hat
11 4 (1.85%) Talend
12 3 (1.39%) Sonatype
12 3 (1.39%) Tableau