Period
to 19 October 2018

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 19 October 2018 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
19 Oct 2018
Same period 2017 Same period 2016
Rank 565 642 681
Rank change year-on-year +77 +39 +151
Contract jobs citing Amazon DynamoDB 300 191 194
As % of all contract IT jobs advertised in England 0.32% 0.21% 0.20%
As % of the Database & Business Intelligence category 1.40% 0.94% 0.88%
Number of daily rates quoted 220 163 160
England median daily rate £531 £500 £475
Median daily rate % change year-on-year +6.20% +5.26% +2.70%
10th Percentile £410 £406 £375
90th Percentile £621 £599 £588
UK median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -
Number of hourly rates quoted 3 1 0
England median hourly rate £45.00 £45.00 -
UK median hourly rate £45.00 £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 21,425 20,239 22,160
As % of all contract IT jobs advertised in England 22.74% 22.14% 22.49%
Number of daily rates quoted 15,084 13,846 14,914
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £308 £288
90th Percentile £638 £625 £600
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 214 253 348
England median hourly rate £32.24 £30.50 £28.50
Median hourly rate % change year-on-year +5.70% +7.02% +3.64%
10th Percentile £13.77 £13.75 £11.43
90th Percentile £56.03 £53.50 £48.75
UK median hourly rate £31.00 £30.00 £29.53
% change year-on-year +3.33% +1.61% +4.98%

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 19 October 2018.

Contractor daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Amazon DynamoDB in England.

Contractor hourly rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Amazon DynamoDB in England over the 6 months to 19 October 2018.

Contractor hourly 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 19 October 2018. 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 +55 186 £550 +10.00% 54
South East +6 53 £550 +15.79% 12
North of England +13 42 £475 -7.09% 29
Yorkshire +7 20 £475 +0.26% 14
North West -3 20 £481 -6.10% 10
Midlands -10 7 £375 -16.67% 9
South West -22 6 £434 -13.25% 14
East Midlands +3 5 £400 -11.11% 5
West Midlands -22 2 £350 -30.00% 4
North East - 2 £388 - 5
East of England -3 1 £570 +34.12% 7
Amazon DynamoDB
UK

For the 6 months to 19 October 2018, IT contractor jobs citing Amazon DynamoDB 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 across the England region with a requirement for Amazon DynamoDB.

1 269 (89.67%) Amazon AWS
2 171 (57.00%) Serverless
3 162 (54.00%) AWS Lambda
4 153 (51.00%) Agile Software Development
5 135 (45.00%) Java
6 125 (41.67%) Node.js
7 108 (36.00%) DevOps
8 107 (35.67%) Docker
8 107 (35.67%) JavaScript
9 105 (35.00%) Amazon EC2
10 103 (34.33%) Microservices
11 96 (32.00%) Amazon S3
12 89 (29.67%) TDD
13 78 (26.00%) Jenkins
13 78 (26.00%) Amazon RDS
14 76 (25.33%) Python
15 75 (25.00%) Web Services
15 75 (25.00%) NoSQL
16 72 (24.00%) Software Engineering
17 71 (23.67%) Amazon SQS
18 69 (23.00%) Git (software)
19 65 (21.67%) AWS CloudFormation
20 55 (18.33%) BDD
20 55 (18.33%) AngularJS
20 55 (18.33%) Java 8
21 54 (18.00%) JIRA
22 53 (17.67%) Scrum
22 53 (17.67%) Spring
22 53 (17.67%) Continuous Integration
23 52 (17.33%) Test Automation

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 45 (15.00%) Elasticsearch
2 36 (12.00%) Confluence
3 15 (5.00%) Apache Spark
4 10 (3.33%) Adobe Experience Manager
5 9 (3.00%) CMS
6 7 (2.33%) Apache Solr
7 5 (1.67%) Cloud Foundry
8 3 (1.00%) Magnolia
8 3 (1.00%) nginx
8 3 (1.00%) Tomcat
9 2 (0.67%) Apache
9 2 (0.67%) Apache Pig
10 1 (0.33%) OpenStack
10 1 (0.33%) Oracle SOA Suite
10 1 (0.33%) WebSphere
10 1 (0.33%) WebSphere Application Server
Applications
1 2 (0.67%) GNU Octave
1 2 (0.67%) Microsoft Excel
Business Applications
1 3 (1.00%) Sentinel
2 2 (0.67%) Markit EDM
2 2 (0.67%) PolarLake
3 1 (0.33%) Magento
Cloud Services
1 269 (89.67%) Amazon AWS
2 171 (57.00%) Serverless
3 162 (54.00%) AWS Lambda
4 105 (35.00%) Amazon EC2
5 96 (32.00%) Amazon S3
6 71 (23.67%) Amazon SQS
7 65 (21.67%) AWS CloudFormation
8 50 (16.67%) Amazon Kinesis
9 33 (11.00%) Amazon CloudWatch
10 31 (10.33%) Virtual Private Cloud
11 29 (9.67%) Route 53
12 23 (7.67%) Amazon ElastiCache
13 22 (7.33%) SaaS
14 21 (7.00%) Microsoft Azure
14 21 (7.00%) PaaS
15 20 (6.67%) CloudFront
15 20 (6.67%) GitHub
16 19 (6.33%) IaaS
17 14 (4.67%) AWS CloudTrail
17 14 (4.67%) Google Cloud Platform
Communications & Networking
1 22 (7.33%) DNS
1 22 (7.33%) TCP/IP
2 12 (4.00%) VPN
3 10 (3.33%) Firewall
3 10 (3.33%) ICMP
4 5 (1.67%) HTTP
5 4 (1.33%) SMS
5 4 (1.33%) SSH
6 1 (0.33%) Internet
6 1 (0.33%) Intranet
Database & Business Intelligence
1 78 (26.00%) Amazon RDS
2 75 (25.00%) NoSQL
3 46 (15.33%) MySQL
4 43 (14.33%) MongoDB
5 36 (12.00%) PostgreSQL
6 32 (10.67%) Redis
7 26 (8.67%) Apache Cassandra
8 19 (6.33%) SQL Server
9 16 (5.33%) Amazon Aurora
10 12 (4.00%) Big Data
10 12 (4.00%) Relational Database
11 11 (3.67%) Amazon Redshift
12 9 (3.00%) Hadoop
12 9 (3.00%) Neo4j
13 7 (2.33%) Apache Hive
14 6 (2.00%) Amazon Athena
15 5 (1.67%) Couchbase
15 5 (1.67%) Impala
16 4 (1.33%) CouchDB
16 4 (1.33%) RDBMS
Development Applications
1 78 (26.00%) Jenkins
2 69 (23.00%) Git (software)
3 54 (18.00%) JIRA
4 23 (7.67%) Maven
5 18 (6.00%) Mercurial
6 17 (5.67%) Bitbucket
6 17 (5.67%) Octopus Deploy
7 15 (5.00%) Gradle
8 14 (4.67%) webpack
9 13 (4.33%) Cucumber
9 13 (4.33%) JUnit
10 12 (4.00%) IntelliJ
11 11 (3.67%) GitLab
11 11 (3.67%) TeamCity
12 10 (3.33%) Selenium
13 9 (3.00%) CircleCI
14 7 (2.33%) Checkstyle
14 7 (2.33%) Grunt
14 7 (2.33%) Jasmine
14 7 (2.33%) SonarQube
General
1 34 (11.33%) Banking
2 28 (9.33%) Finance
3 26 (8.67%) Retail
4 10 (3.33%) Legal
5 7 (2.33%) Marketing
6 3 (1.00%) Financial Institution
6 3 (1.00%) Games
7 2 (0.67%) Back Office
7 2 (0.67%) Front Office
8 1 (0.33%) Avionics
8 1 (0.33%) Billing
8 1 (0.33%) Law
8 1 (0.33%) Publishing
Job Titles
1 176 (58.67%) Developer
2 54 (18.00%) Java Developer
3 45 (15.00%) AWS Developer
4 44 (14.67%) AWS Engineer
5 34 (11.33%) JavaScript Developer
5 34 (11.33%) Senior Developer
6 32 (10.67%) Software Engineer
7 29 (9.67%) DevOps Engineer
8 27 (9.00%) Architect
9 26 (8.67%) Full Stack Developer
10 25 (8.33%) Node.js Developer
11 23 (7.67%) Cloud Engineer
11 23 (7.67%) Developer/Software Engineer
12 22 (7.33%) JavaScript Engineer
13 21 (7.00%) React Developer
14 19 (6.33%) Senior Software Developer
14 19 (6.33%) Senior Software Engineer
15 18 (6.00%) AWS Software Engineer
16 17 (5.67%) Senior JavaScript Developer
17 16 (5.33%) Senior React Developer
Libraries, Frameworks & Software Standards
1 125 (41.67%) Node.js
2 75 (25.00%) Web Services
3 55 (18.33%) AngularJS
4 53 (17.67%) Spring
5 52 (17.33%) React
6 51 (17.00%) REST
7 43 (14.33%) Spring Boot
8 40 (13.33%) Redux
9 38 (12.67%) CSS
10 37 (12.33%) HTML
11 31 (10.33%) HTML5
12 28 (9.33%) GraphQL
13 24 (8.00%) Sass
14 23 (7.67%) CSS3
14 23 (7.67%) Kafka
15 21 (7.00%) Symfony
16 20 (6.67%) RabbitMQ
17 19 (6.33%) RESTful
18 16 (5.33%) JSON
19 14 (4.67%) .NET
Miscellaneous
1 26 (8.67%) Fintech
2 20 (6.67%) Cloud Native
3 19 (6.33%) Public Cloud
4 17 (5.67%) Mobile App
5 15 (5.00%) User Experience
6 13 (4.33%) Greenfield Project
7 8 (2.67%) Computer Science
8 7 (2.33%) PKI
8 7 (2.33%) Robotics
8 7 (2.33%) Tandem
9 6 (2.00%) Self-Motivation
10 5 (1.67%) Analytical Skills
10 5 (1.67%) Enterprise Software
11 4 (1.33%) Enterprise Cloud
12 3 (1.00%) Data Centre
12 3 (1.00%) Hedge funds
13 2 (0.67%) Algorithms
13 2 (0.67%) Derivative
13 2 (0.67%) Foreign Exchange (FX)
13 2 (0.67%) Replication
Operating Systems
1 47 (15.67%) Linux
2 12 (4.00%) Windows
3 8 (2.67%) Unix
3 8 (2.67%) Windows Server
4 5 (1.67%) Ubuntu
5 4 (1.33%) Red Hat Enterprise Linux
6 3 (1.00%) Android
6 3 (1.00%) Apple iOS
6 3 (1.00%) CentOS
6 3 (1.00%) CoreOS
7 2 (0.67%) Amazon Linux
Processes & Methodologies
1 153 (51.00%) Agile Software Development
2 108 (36.00%) DevOps
3 103 (34.33%) Microservices
4 89 (29.67%) TDD
5 72 (24.00%) Software Engineering
6 55 (18.33%) BDD
7 53 (17.67%) Continuous Integration
7 53 (17.67%) Scrum
8 52 (17.33%) Test Automation
9 36 (12.00%) E-Commerce
10 32 (10.67%) Configuration Management
10 32 (10.67%) User Stories
11 29 (9.67%) Migration
12 27 (9.00%) Kanban
13 25 (8.33%) Functional Testing
13 25 (8.33%) Pair Programming
14 24 (8.00%) OO
15 22 (7.33%) Unit Testing
16 21 (7.00%) Mentoring
17 20 (6.67%) API Development
Programming Languages
1 135 (45.00%) Java
2 107 (35.67%) JavaScript
3 76 (25.33%) Python
4 55 (18.33%) Java 8
5 36 (12.00%) TypeScript
6 28 (9.33%) Bash Shell
7 26 (8.67%) SQL
8 24 (8.00%) PHP
9 17 (5.67%) PHP 7
10 16 (5.33%) Go
11 15 (5.00%) ES6
12 12 (4.00%) Ruby
13 11 (3.67%) PowerShell
13 11 (3.67%) Scala
14 8 (2.67%) C#
15 7 (2.33%) Groovy
16 6 (2.00%) Shell Script
17 4 (1.33%) C
17 4 (1.33%) Perl
18 3 (1.00%) C++
Qualifications
1 8 (2.67%) SC Cleared
1 8 (2.67%) Security Cleared
2 6 (2.00%) AWS Certification
3 5 (1.67%) Degree
4 3 (1.00%) ISEB
4 3 (1.00%) ISTQB
5 2 (0.67%) PhD
Quality Assurance & Compliance
1 15 (5.00%) QA
System Software
1 107 (35.67%) Docker
2 3 (1.00%) Active Directory
3 2 (0.67%) Virtual Machines
Systems Management
1 44 (14.67%) Kubernetes
2 37 (12.33%) Opscode Chef
3 36 (12.00%) Ansible
4 21 (7.00%) Puppet
5 20 (6.67%) Terraform
6 13 (4.33%) linkerd
7 9 (3.00%) Grafana
8 8 (2.67%) Graphite
9 7 (2.33%) Packer
10 5 (1.67%) Kibana
11 4 (1.33%) Istio
12 3 (1.00%) Consul
12 3 (1.00%) Nagios
12 3 (1.00%) Single Sign-On
13 2 (0.67%) Business Desktop Deployment
13 2 (0.67%) OpenView
13 2 (0.67%) SCOM
13 2 (0.67%) ZABBIX
14 1 (0.33%) Oracle RMAN
14 1 (0.33%) Rancher
Vendors
1 13 (4.33%) Google
1 13 (4.33%) Microsoft
1 13 (4.33%) Splunk
2 10 (3.33%) Adobe
3 9 (3.00%) Oracle
4 5 (1.67%) Cloudera
4 5 (1.67%) Hortonworks
4 5 (1.67%) IBM
5 3 (1.00%) AppDynamics
5 3 (1.00%) Micro Focus
5 3 (1.00%) MuleSoft
5 3 (1.00%) New Relic
6 2 (0.67%) Bloomberg
6 2 (0.67%) CA Agile Central
6 2 (0.67%) HP
6 2 (0.67%) Red Hat
7 1 (0.33%) Brightcove
7 1 (0.33%) Progress
7 1 (0.33%) Salesforce.com