Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in London 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 20 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
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 484 495 574
Rank change year-on-year +11 +79 +7
Contract jobs citing Amazon DynamoDB 148 121 44
As % of all contract IT jobs advertised in London 0.32% 0.27% 0.094%
As % of the Database & Business Intelligence category 1.33% 1.17% 0.39%
Number of daily rates quoted 118 95 37
London median daily rate £500 £488 £450
Median daily rate % change year-on-year +2.56% +8.33% +9.09%
10th Percentile £406 £425 £388
90th Percentile £625 £625 £550
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +5.88%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England 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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11104 10369 11299
As % of all contract IT jobs advertised in London 23.79% 23.26% 24.09%
Number of daily rates quoted 8243 7363 8059
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £353 £322 £305
90th Percentile £662 £638 £625
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 59 38 78
London median hourly rate £26.61 £30.94 £22.50
Median hourly rate % change year-on-year -14.01% +37.51% -18.18%
10th Percentile £18.20 £15.25 £14.93
90th Percentile £58.75 £86.23 £86.00
England median hourly rate £31.50 £28.00 £27.89
% change year-on-year +12.50% +0.39% +15.01%

Amazon DynamoDB
Job Vacancy Trend in London

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

Job vacancy trend for Amazon DynamoDB in London

Amazon DynamoDB
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Amazon DynamoDB in London

Amazon DynamoDB
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Amazon DynamoDB in London over the 6 months to 20 November 2017.

Contractor daily rate histogram for Amazon DynamoDB in London

Amazon DynamoDB
Contract Job Locations in London

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 London region over the 6 months to 20 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
Central London -13 18 £500 +5.26% 3
East London - 9 £513 - 1
West London -5 6 £555 +20.00% 1
South London - 2 - - 1
Amazon DynamoDB
England

For the 6 months to 20 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 London region with a requirement for Amazon DynamoDB.

1 136 (91.89%) Amazon AWS
2 88 (59.46%) Agile Software Development
3 78 (52.70%) NoSQL
4 75 (50.68%) Java
5 71 (47.97%) DevOps
6 69 (46.62%) Microservices
7 67 (45.27%) JavaScript
8 58 (39.19%) Python
9 56 (37.84%) MongoDB
10 55 (37.16%) Node.js
10 55 (37.16%) SQL
11 54 (36.49%) Continuous Integration
11 54 (36.49%) Jenkins
12 52 (35.14%) TDD
13 48 (32.43%) Elasticsearch
14 46 (31.08%) PostgreSQL
14 46 (31.08%) Scrum
15 43 (29.05%) Linux
16 42 (28.38%) Docker
17 41 (27.70%) Ansible
18 40 (27.03%) MySQL
19 39 (26.35%) Apache Cassandra
19 39 (26.35%) Amazon EC2
20 38 (25.68%) React
21 37 (25.00%) Kafka
21 37 (25.00%) Amazon S3
22 35 (23.65%) Software Engineering
23 33 (22.30%) BDD
24 32 (21.62%) Hadoop
24 32 (21.62%) ES6

Amazon DynamoDB
Co-occurring IT Skills in London 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 48 (32.43%) Elasticsearch
2 22 (14.86%) Apache Spark
3 15 (10.14%) Confluence
4 13 (8.78%) Apache
5 10 (6.76%) JBoss
5 10 (6.76%) Tomcat
6 8 (5.41%) nginx
7 7 (4.73%) Apache Airflow
8 6 (4.05%) Apache Solr
9 4 (2.70%) Apache Pig
9 4 (2.70%) WebLogic
10 3 (2.03%) Oracle SOA Suite
11 2 (1.35%) Adobe Experience Manager
11 2 (1.35%) OpenStack
12 1 (0.68%) Jetty
12 1 (0.68%) Oracle Application Server
12 1 (0.68%) WebSphere
12 1 (0.68%) WebSphere Application Server
Applications
1 1 (0.68%) HipChat
Cloud Services
1 136 (91.89%) Amazon AWS
2 39 (26.35%) Amazon EC2
3 37 (25.00%) Amazon S3
4 28 (18.92%) AWS CloudFormation
4 28 (18.92%) AWS Lambda
4 28 (18.92%) Serverless
5 26 (17.57%) Amazon SQS
6 22 (14.86%) Amazon Kinesis
6 22 (14.86%) Microsoft Azure
7 18 (12.16%) Amazon ElastiCache
8 17 (11.49%) Route 53
9 15 (10.14%) Amazon EMR
9 15 (10.14%) CloudFront
9 15 (10.14%) GitHub
10 14 (9.46%) Google Cloud Platform
11 12 (8.11%) Amazon CloudWatch
11 12 (8.11%) Amazon ELB
12 10 (6.76%) AWS Elastic Beanstalk
12 10 (6.76%) Google Play
12 10 (6.76%) Virtual Private Cloud
Communications & Networking
1 13 (8.78%) SMS
2 8 (5.41%) Firewall
3 7 (4.73%) Kerberos
4 5 (3.38%) SSL
4 5 (3.38%) TCP/IP
5 4 (2.70%) Bluetooth
5 4 (2.70%) HTTP
6 3 (2.03%) DNS
7 2 (1.35%) VPN
8 1 (0.68%) ICMP
8 1 (0.68%) Internet
8 1 (0.68%) Network Security
8 1 (0.68%) SMTP
Database & Business Intelligence
1 78 (52.70%) NoSQL
2 56 (37.84%) MongoDB
3 46 (31.08%) PostgreSQL
4 40 (27.03%) MySQL
5 39 (26.35%) Apache Cassandra
6 32 (21.62%) Hadoop
7 30 (20.27%) Amazon RDS
7 30 (20.27%) Neo4j
8 28 (18.92%) SQL Server
9 25 (16.89%) Amazon Redshift
10 19 (12.84%) HBase
11 17 (11.49%) Apache Hive
11 17 (11.49%) Redis
12 15 (10.14%) Big Data
12 15 (10.14%) Data Warehouse
12 15 (10.14%) Relational Database
13 11 (7.43%) BigQuery
14 7 (4.73%) DataStax
15 6 (4.05%) RDBMS
16 5 (3.38%) Sqoop
Development Applications
1 54 (36.49%) Jenkins
2 29 (19.59%) JIRA
3 28 (18.92%) Git (software)
4 22 (14.86%) Maven
5 18 (12.16%) Cucumber
6 17 (11.49%) webpack
7 12 (8.11%) Babel
7 12 (8.11%) Gradle
7 12 (8.11%) TeamCity
8 9 (6.08%) Mocha
8 9 (6.08%) Octopus Deploy
8 9 (6.08%) SonarQube
9 8 (5.41%) Grunt
9 8 (5.41%) Selenium
10 6 (4.05%) Appium
10 6 (4.05%) Sonatype Nexus
11 5 (3.38%) GitLab
12 4 (2.70%) gulp
12 4 (2.70%) Subversion
12 4 (2.70%) Travis CI
General
1 20 (13.51%) Finance
2 17 (11.49%) Banking
3 8 (5.41%) Publishing
4 4 (2.70%) Games
5 3 (2.03%) Marketing
5 3 (2.03%) Retail
6 1 (0.68%) Advertising
6 1 (0.68%) Legal
6 1 (0.68%) Pharmaceutical
6 1 (0.68%) Spanish Language
Job Titles
1 63 (42.57%) Developer
2 34 (22.97%) DevOps Engineer
3 29 (19.59%) AWS Engineer
4 24 (16.22%) Full Stack Developer
5 22 (14.86%) AWS DevOps
5 22 (14.86%) Java Developer
6 20 (13.51%) AWS DevOps Engineer
7 17 (11.49%) AWS Developer
7 17 (11.49%) JavaScript Developer
8 13 (8.78%) Senior Developer
9 9 (6.08%) Architect
9 9 (6.08%) Data Engineer
10 8 (5.41%) Cloud Engineer
11 7 (4.73%) .NET Developer
11 7 (4.73%) Node.js Developer
11 7 (4.73%) Software Engineer
12 6 (4.05%) C# Developer
12 6 (4.05%) Scala Developer
13 5 (3.38%) Big Data Developer
13 5 (3.38%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 55 (37.16%) Node.js
2 38 (25.68%) React
3 37 (25.00%) Kafka
4 28 (18.92%) Web Services
5 27 (18.24%) AngularJS
6 26 (17.57%) Spring
7 25 (16.89%) .NET
8 24 (16.22%) Sass
9 23 (15.54%) HTML
10 22 (14.86%) CSS
11 17 (11.49%) ASP.NET
11 17 (11.49%) Spring Boot
12 16 (10.81%) RabbitMQ
13 15 (10.14%) ASP.NET MVC
13 15 (10.14%) RESTful
14 14 (9.46%) Redux
14 14 (9.46%) REST
15 12 (8.11%) ReactiveX
16 11 (7.43%) React Native
17 10 (6.76%) Android SDK
Miscellaneous
1 22 (14.86%) Fintech
2 20 (13.51%) Greenfield Project
3 18 (12.16%) Analytical Skills
4 16 (10.81%) User Experience
5 11 (7.43%) Linux Command Line
5 11 (7.43%) Public Cloud
6 10 (6.76%) Mobile App
7 7 (4.73%) Blog
8 6 (4.05%) Computer Science
9 5 (3.38%) Social Media
10 4 (2.70%) Algorithms
10 4 (2.70%) Enterprise Software
11 2 (1.35%) DataPower
11 2 (1.35%) Virtual Team
12 1 (0.68%) Cloud Native
12 1 (0.68%) Clustering
12 1 (0.68%) Data Centre
12 1 (0.68%) Hybrid Cloud
12 1 (0.68%) Replication
Operating Systems
1 43 (29.05%) Linux
2 16 (10.81%) Android
3 12 (8.11%) Apple iOS
4 6 (4.05%) Windows
5 4 (2.70%) Unix
6 2 (1.35%) AIX
6 2 (1.35%) Red Hat Enterprise Linux
6 2 (1.35%) Ubuntu
7 1 (0.68%) CentOS
7 1 (0.68%) Windows Server
Processes & Methodologies
1 88 (59.46%) Agile Software Development
2 71 (47.97%) DevOps
3 69 (46.62%) Microservices
4 54 (36.49%) Continuous Integration
5 52 (35.14%) TDD
6 46 (31.08%) Scrum
7 35 (23.65%) Software Engineering
8 33 (22.30%) BDD
9 29 (19.59%) Open Source
10 24 (16.22%) SOA
11 22 (14.86%) Continuous Delivery
12 21 (14.19%) Kanban
12 21 (14.19%) MVC
12 21 (14.19%) Test Automation
13 18 (12.16%) Business Intelligence
14 17 (11.49%) CQRS
15 16 (10.81%) Analytics
15 16 (10.81%) E-Commerce
16 15 (10.14%) Continuous Deployment
17 13 (8.78%) Pair Programming
Programming Languages
1 75 (50.68%) Java
2 67 (45.27%) JavaScript
3 58 (39.19%) Python
4 55 (37.16%) SQL
5 32 (21.62%) ES6
6 25 (16.89%) Scala
7 24 (16.22%) C#
8 23 (15.54%) Ruby
9 14 (9.46%) PHP
10 11 (7.43%) GraphQL
10 11 (7.43%) Objective-C
11 10 (6.76%) Bash Shell
12 9 (6.08%) Go
13 7 (4.73%) PowerShell
14 5 (3.38%) Groovy
15 4 (2.70%) Clojure
15 4 (2.70%) R
15 4 (2.70%) Shell Script
15 4 (2.70%) TypeScript
16 2 (1.35%) C
Qualifications
1 7 (4.73%) Degree
1 7 (4.73%) SC Cleared
1 7 (4.73%) Security Cleared
2 5 (3.38%) Computer Science Degree
3 1 (0.68%) AWS Certification
3 1 (0.68%) CTC Cleared
3 1 (0.68%) Master's Degree
Quality Assurance & Compliance
1 18 (12.16%) QA
2 1 (0.68%) GDPR
2 1 (0.68%) ISO/IEC 27001
System Software
1 42 (28.38%) Docker
2 6 (4.05%) HDFS
3 4 (2.70%) Apache ZooKeeper
4 1 (0.68%) Virtual Machines
4 1 (0.68%) VMware Infrastructure
Systems Management
1 41 (27.70%) Ansible
2 28 (18.92%) Terraform
3 21 (14.19%) Kubernetes
4 20 (13.51%) Puppet
5 18 (12.16%) Opscode Chef
6 8 (5.41%) Packer
7 7 (4.73%) Ambari
7 7 (4.73%) Business Desktop Deployment
7 7 (4.73%) Mesos
8 6 (4.05%) Kibana
9 5 (3.38%) logstash
10 4 (2.70%) Oozie
10 4 (2.70%) StatsD
11 3 (2.03%) collectd
11 3 (2.03%) Salt
11 3 (2.03%) ZABBIX
12 2 (1.35%) Consul
12 2 (1.35%) Docker Swarm
12 2 (1.35%) Graphite
13 1 (0.68%) Prometheus
Vendors
1 24 (16.22%) Google
2 20 (13.51%) Oracle
3 10 (6.76%) Apple
3 10 (6.76%) Microsoft
4 9 (6.08%) Hortonworks
5 6 (4.05%) SaltStack
6 5 (3.38%) Splunk
6 5 (3.38%) VMware
7 4 (2.70%) Cloudera
7 4 (2.70%) IBM
7 4 (2.70%) New Relic
8 3 (2.03%) Rackspace
8 3 (2.03%) Sonatype
8 3 (2.03%) Talend
9 2 (1.35%) Adobe
9 2 (1.35%) Salesforce.com
9 2 (1.35%) Tableau
10 1 (0.68%) Databricks
10 1 (0.68%) Facebook
10 1 (0.68%) Red Hat