Period
to 16 December 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 16 December 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
16 Dec 2018
Same period 2017 Same period 2016
Rank 556 652 672
Rank change year-on-year +96 +20 +128
Contract jobs citing Amazon DynamoDB 320 213 198
As % of all contract IT jobs advertised in England 0.34% 0.23% 0.21%
As % of the Database & Business Intelligence category 1.47% 1.03% 0.92%
Number of daily rates quoted 240 160 151
England median daily rate £531 £500 £488
Median daily rate % change year-on-year +6.25% +2.56% +2.63%
10th Percentile £396 £411 £400
90th Percentile £620 £625 £575
UK median daily rate £525 £500 £488
% change year-on-year +5.00% +2.56% +2.63%
Number of hourly rates quoted 2 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 21,697 20,724 21,531
As % of all contract IT jobs advertised in England 22.76% 21.95% 22.56%
Number of daily rates quoted 15,222 14,456 14,403
England median daily rate £475 £463 £425
Median daily rate % change year-on-year +2.70% +8.82% +1.19%
10th Percentile £319 £313 £293
90th Percentile £650 £638 £600
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +3.03%
Number of hourly rates quoted 231 242 300
England median hourly rate £32.50 £32.75 £27.75
Median hourly rate % change year-on-year -0.76% +18.02% +0.91%
10th Percentile £14.00 £15.18 £10.96
90th Percentile £57.50 £56.86 £47.00
UK median hourly rate £32.48 £30.95 £28.09
% change year-on-year +4.93% +10.18% +0.32%

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 16 December 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
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 16 December 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 +50 186 £550 +10.00% 62
South East +18 68 £500 -2.44% 16
North of England +25 46 £463 -9.54% 20
Yorkshire +10 23 £469 -10.29% 5
North West +4 19 £481 -3.75% 10
South West -24 7 £450 +20.00% 5
Midlands -21 6 - - 8
East Midlands +8 4 - - 4
North East - 4 £250 - 5
East of England -7 2 £610 +22.00% 7
West Midlands -20 2 - - 4
Amazon DynamoDB
UK

For the 6 months to 16 December 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.

1 299 (93.44%) Amazon AWS
2 184 (57.50%) Serverless
3 183 (57.19%) AWS Lambda
4 164 (51.25%) Agile Software Development
5 143 (44.69%) Java
6 125 (39.06%) DevOps
7 116 (36.25%) Amazon EC2
8 115 (35.94%) Docker
8 115 (35.94%) Node.js
9 114 (35.63%) Microservices
9 114 (35.63%) Amazon S3
10 110 (34.38%) JavaScript
11 106 (33.13%) Web Services
12 94 (29.38%) TDD
13 92 (28.75%) Amazon SQS
14 90 (28.13%) Amazon RDS
15 87 (27.19%) Jenkins
16 83 (25.94%) Git (software)
17 80 (25.00%) Software Engineering
18 74 (23.13%) Java 8
19 73 (22.81%) Python
19 73 (22.81%) AWS CloudFormation
20 70 (21.88%) NoSQL
21 68 (21.25%) REST
21 68 (21.25%) Spring
22 65 (20.31%) React
23 57 (17.81%) Kubernetes
23 57 (17.81%) BDD
23 57 (17.81%) Elasticsearch
23 57 (17.81%) 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 57 (17.81%) Elasticsearch
2 44 (13.75%) Confluence
3 26 (8.13%) CMS
4 23 (7.19%) Adobe Experience Manager
5 14 (4.38%) Apache Spark
6 11 (3.44%) Apache Solr
7 6 (1.88%) Umbraco
8 3 (0.94%) Cloud Foundry
8 3 (0.94%) Magnolia
8 3 (0.94%) Tomcat
9 2 (0.63%) Apache
9 2 (0.63%) Apache Pig
10 1 (0.31%) nginx
10 1 (0.31%) OpenStack
Applications
1 2 (0.63%) GNU Octave
1 2 (0.63%) Microsoft Excel
Business Applications
1 3 (0.94%) Sentinel
2 2 (0.63%) Markit EDM
2 2 (0.63%) PolarLake
Cloud Services
1 299 (93.44%) Amazon AWS
2 184 (57.50%) Serverless
3 183 (57.19%) AWS Lambda
4 116 (36.25%) Amazon EC2
5 114 (35.63%) Amazon S3
6 92 (28.75%) Amazon SQS
7 73 (22.81%) AWS CloudFormation
8 55 (17.19%) Amazon Kinesis
9 48 (15.00%) Amazon CloudWatch
10 38 (11.88%) Amazon ElastiCache
10 38 (11.88%) Route 53
10 38 (11.88%) Virtual Private Cloud
11 31 (9.69%) CloudFront
12 29 (9.06%) SaaS
13 23 (7.19%) PaaS
14 22 (6.88%) IaaS
14 22 (6.88%) Microsoft Azure
15 21 (6.56%) AWS CloudTrail
16 18 (5.63%) GitHub
17 14 (4.38%) AWS Elastic Beanstalk
Communications & Networking
1 35 (10.94%) DNS
2 32 (10.00%) TCP/IP
3 16 (5.00%) Firewall
3 16 (5.00%) VPN
4 13 (4.06%) ICMP
5 8 (2.50%) HTTP
6 4 (1.25%) SSH
7 1 (0.31%) Internet
7 1 (0.31%) Intranet
Database & Business Intelligence
1 90 (28.13%) Amazon RDS
2 70 (21.88%) NoSQL
3 54 (16.88%) MySQL
4 49 (15.31%) MongoDB
5 43 (13.44%) PostgreSQL
6 33 (10.31%) Redis
7 27 (8.44%) Apache Cassandra
8 18 (5.63%) SQL Server
9 17 (5.31%) Big Data
10 15 (4.69%) Amazon Aurora
11 12 (3.75%) Hadoop
12 11 (3.44%) Amazon Redshift
12 11 (3.44%) Relational Database
13 8 (2.50%) Amazon Athena
14 7 (2.19%) Apache Hive
14 7 (2.19%) Couchbase
14 7 (2.19%) HBase
15 5 (1.56%) Impala
15 5 (1.56%) Neo4j
16 4 (1.25%) CouchDB
Development Applications
1 87 (27.19%) Jenkins
2 83 (25.94%) Git (software)
3 54 (16.88%) JIRA
4 38 (11.88%) Maven
5 24 (7.50%) IntelliJ
6 23 (7.19%) Mercurial
7 21 (6.56%) Gradle
8 20 (6.25%) Octopus Deploy
9 17 (5.31%) Bitbucket
9 17 (5.31%) GitLab
9 17 (5.31%) JUnit
10 14 (4.38%) TeamCity
11 11 (3.44%) Checkstyle
11 11 (3.44%) Cucumber
11 11 (3.44%) Eclipse
11 11 (3.44%) SonarQube
12 10 (3.13%) webpack
13 9 (2.81%) Selenium
14 8 (2.50%) Grunt
15 7 (2.19%) Jasmine
General
1 32 (10.00%) Retail
2 30 (9.38%) Banking
3 28 (8.75%) Finance
4 10 (3.13%) Legal
5 8 (2.50%) Marketing
6 5 (1.56%) Publishing
7 3 (0.94%) Back Office
7 3 (0.94%) Financial Institution
7 3 (0.94%) Games
7 3 (0.94%) Law
8 2 (0.63%) Billing
8 2 (0.63%) Front Office
8 2 (0.63%) Pharmaceutical
9 1 (0.31%) Avionics
Job Titles
1 183 (57.19%) Developer
2 66 (20.63%) Java Developer
3 50 (15.63%) AWS Engineer
4 47 (14.69%) AWS Developer
5 38 (11.88%) Software Engineer
6 37 (11.56%) Architect
7 35 (10.94%) Senior Developer
8 33 (10.31%) DevOps Engineer
9 31 (9.69%) JavaScript Developer
10 22 (6.88%) Developer/Software Engineer
11 21 (6.56%) AWS Architect
11 21 (6.56%) Full Stack Developer
11 21 (6.56%) JavaScript Engineer
11 21 (6.56%) React Developer
12 20 (6.25%) Cloud Engineer
13 19 (5.94%) AWS DevOps
13 19 (5.94%) Cloud Architect
13 19 (5.94%) Node.js Developer
14 18 (5.63%) Senior JavaScript Developer
15 17 (5.31%) AWS Software Engineer
Libraries, Frameworks & Software Standards
1 115 (35.94%) Node.js
2 106 (33.13%) Web Services
3 68 (21.25%) REST
3 68 (21.25%) Spring
4 65 (20.31%) React
5 53 (16.56%) AngularJS
6 50 (15.63%) Spring Boot
7 38 (11.88%) CSS
8 36 (11.25%) HTML
9 34 (10.63%) Redux
10 30 (9.38%) HTML5
11 24 (7.50%) JSON
11 24 (7.50%) Kafka
12 23 (7.19%) Sass
13 22 (6.88%) CSS3
13 22 (6.88%) GraphQL
13 22 (6.88%) RabbitMQ
14 20 (6.25%) Symfony
15 19 (5.94%) .NET
16 16 (5.00%) LESS
Miscellaneous
1 25 (7.81%) User Experience
2 24 (7.50%) Cloud Native
3 20 (6.25%) Public Cloud
4 19 (5.94%) Fintech
5 16 (5.00%) Greenfield Project
6 15 (4.69%) Mobile App
7 9 (2.81%) Analytical Skills
8 7 (2.19%) Enterprise Cloud
8 7 (2.19%) PKI
8 7 (2.19%) Robotics
8 7 (2.19%) Self-Motivation
8 7 (2.19%) Tandem
9 5 (1.56%) Enterprise Software
10 4 (1.25%) Algorithms
10 4 (1.25%) Replication
11 3 (0.94%) Data Centre
11 3 (0.94%) Hedge funds
12 2 (0.63%) Equities
12 2 (0.63%) Fixed Income
12 2 (0.63%) Virtual Team
Operating Systems
1 48 (15.00%) Linux
2 14 (4.38%) Windows
3 8 (2.50%) Unix
3 8 (2.50%) Windows Server
4 6 (1.88%) Android
5 4 (1.25%) Apple iOS
5 4 (1.25%) Red Hat Enterprise Linux
6 3 (0.94%) CoreOS
6 3 (0.94%) Ubuntu
7 1 (0.31%) CentOS
Processes & Methodologies
1 164 (51.25%) Agile Software Development
2 125 (39.06%) DevOps
3 114 (35.63%) Microservices
4 94 (29.38%) TDD
5 80 (25.00%) Software Engineering
6 57 (17.81%) BDD
6 57 (17.81%) Test Automation
7 55 (17.19%) Continuous Integration
7 55 (17.19%) Scrum
8 48 (15.00%) E-Commerce
9 42 (13.13%) Unit Testing
9 42 (13.13%) User Stories
10 36 (11.25%) Migration
11 34 (10.63%) Configuration Management
12 29 (9.06%) Coaching
12 29 (9.06%) Pair Programming
13 28 (8.75%) Open Source
14 27 (8.44%) Problem-Solving
15 26 (8.13%) Kanban
16 25 (7.81%) Front End Development
Programming Languages
1 143 (44.69%) Java
2 110 (34.38%) JavaScript
3 74 (23.13%) Java 8
4 73 (22.81%) Python
5 33 (10.31%) Bash Shell
6 29 (9.06%) TypeScript
7 28 (8.75%) SQL
8 22 (6.88%) PHP
9 20 (6.25%) Go
10 16 (5.00%) ES6
10 16 (5.00%) PHP 7
11 14 (4.38%) PowerShell
12 12 (3.75%) C#
13 9 (2.81%) Scala
14 8 (2.50%) Ruby
15 5 (1.56%) C
16 4 (1.25%) Groovy
16 4 (1.25%) Perl
17 2 (0.63%) R
17 2 (0.63%) VBA
Qualifications
1 13 (4.06%) AWS Certification
2 11 (3.44%) SC Cleared
2 11 (3.44%) Security Cleared
3 4 (1.25%) ISEB
3 4 (1.25%) ISTQB
4 3 (0.94%) Degree
5 2 (0.63%) PhD
Quality Assurance & Compliance
1 20 (6.25%) QA
System Software
1 115 (35.94%) Docker
2 8 (2.50%) Active Directory
3 2 (0.63%) Virtual Machines
Systems Management
1 57 (17.81%) Kubernetes
2 31 (9.69%) Ansible
3 30 (9.38%) Opscode Chef
4 22 (6.88%) Puppet
5 21 (6.56%) Terraform
6 11 (3.44%) linkerd
7 7 (2.19%) Kibana
8 6 (1.88%) Grafana
8 6 (1.88%) Istio
9 5 (1.56%) Graphite
9 5 (1.56%) logstash
9 5 (1.56%) Single Sign-On
10 3 (0.94%) Consul
10 3 (0.94%) Nagios
11 2 (0.63%) Docker Swarm
11 2 (0.63%) Mesos
11 2 (0.63%) Packer
11 2 (0.63%) Prometheus
11 2 (0.63%) rkt
12 1 (0.31%) Oracle RMAN
Vendors
1 23 (7.19%) Adobe
2 17 (5.31%) Microsoft
3 12 (3.75%) Oracle
4 11 (3.44%) Splunk
5 9 (2.81%) Google
6 8 (2.50%) Cloudera
6 8 (2.50%) Hortonworks
7 5 (1.56%) IBM
8 3 (0.94%) AppDynamics
8 3 (0.94%) Micro Focus
8 3 (0.94%) New Relic
9 2 (0.63%) Bloomberg
9 2 (0.63%) CA Agile Central
10 1 (0.31%) MuleSoft
10 1 (0.31%) Progress