Period
to 26 May 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 26 May 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
26 May 2018
Same period 2017 Same period 2016
Rank 586 651 725
Rank change year-on-year +65 +74 +81
Contract jobs citing Amazon DynamoDB 271 155 138
As % of all contract IT jobs advertised in England 0.29% 0.18% 0.14%
As % of the Database & Business Intelligence category 1.29% 0.82% 0.64%
Number of daily rates quoted 176 144 122
England median daily rate £525 £470 £475
Median daily rate % change year-on-year +11.70% -1.05% +15.15%
10th Percentile £413 £358 £363
90th Percentile £609 £625 £625
UK median daily rate £525 £470 £475
% change year-on-year +11.70% -1.05% +15.15%
Number of hourly rates quoted 1 0 0
England median hourly rate £75.00 - -
UK median hourly rate £75.00 - -

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 20,927 19,007 21,514
As % of all contract IT jobs advertised in England 22.56% 22.59% 22.10%
Number of daily rates quoted 14,705 12,809 14,700
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £300 £281
90th Percentile £638 £615 £600
UK median daily rate £473 £438 £425
% change year-on-year +8.00% +2.94% +6.25%
Number of hourly rates quoted 214 218 334
England median hourly rate £32.25 £30.00 £28.50
Median hourly rate % change year-on-year +7.50% +5.26% +4.34%
10th Percentile £14.08 £9.25 £12.25
90th Percentile £53.50 £50.00 £53.68
UK median hourly rate £33.50 £30.00 £28.50
% change year-on-year +11.67% +5.26% +4.34%

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 26 May 2018.

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 26 May 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 +32 176 £525 +5.00% 52
South East -2 46 £500 +17.65% 12
North of England -4 21 £450 +12.50% 10
Midlands 0 19 £550 +46.67% 6
West Midlands - 14 £550 - 5
North West -5 13 £475 +5.56% 8
Yorkshire -17 8 £450 +20.00% 1
East of England -6 7 £450 +5.88% 6
East Midlands -3 5 £513 +36.67% 1
South West +3 1 £375 -23.08% 7
Amazon DynamoDB
UK

For the 6 months to 26 May 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.

1 236 (87.08%) Amazon AWS
2 148 (54.61%) Agile Software Development
3 140 (51.66%) Serverless
4 136 (50.18%) Java
5 132 (48.71%) AWS Lambda
6 104 (38.38%) Node.js
6 104 (38.38%) JavaScript
7 91 (33.58%) DevOps
7 91 (33.58%) Microservices
8 90 (33.21%) AngularJS
9 78 (28.78%) Amazon S3
10 73 (26.94%) Docker
11 72 (26.57%) NoSQL
12 68 (25.09%) Python
13 67 (24.72%) Amazon EC2
14 66 (24.35%) Jenkins
14 66 (24.35%) TDD
15 65 (23.99%) Web Services
16 58 (21.40%) CSS
17 57 (21.03%) AWS CloudFormation
18 55 (20.30%) React
18 55 (20.30%) Continuous Integration
19 54 (19.93%) Scrum
20 53 (19.56%) PostgreSQL
21 51 (18.82%) Software Engineering
22 50 (18.45%) Git (software)
22 50 (18.45%) HTML
22 50 (18.45%) Elasticsearch
23 49 (18.08%) MySQL
23 49 (18.08%) Terraform

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 50 (18.45%) Elasticsearch
2 22 (8.12%) Confluence
3 11 (4.06%) Apache Spark
4 7 (2.58%) Adobe Experience Manager
4 7 (2.58%) Apache Solr
4 7 (2.58%) nginx
5 5 (1.85%) Apache
6 4 (1.48%) JBoss
7 3 (1.11%) Mule
7 3 (1.11%) Tomcat
7 3 (1.11%) WebLogic
8 2 (0.74%) Oracle SOA Suite
8 2 (0.74%) WebSphere
9 1 (0.37%) Apache Pig
9 1 (0.37%) CMS
9 1 (0.37%) Jetty
9 1 (0.37%) Mule ESB
9 1 (0.37%) SAS
9 1 (0.37%) WebSphere Application Server
Applications
1 1 (0.37%) Chatbot
1 1 (0.37%) Microsoft Excel
Business Applications
1 1 (0.37%) Magento
1 1 (0.37%) Markit EDM
1 1 (0.37%) PolarLake
Cloud Services
1 236 (87.08%) Amazon AWS
2 140 (51.66%) Serverless
3 132 (48.71%) AWS Lambda
4 78 (28.78%) Amazon S3
5 67 (24.72%) Amazon EC2
6 57 (21.03%) AWS CloudFormation
7 48 (17.71%) Amazon Kinesis
8 39 (14.39%) Amazon SQS
9 33 (12.18%) Amazon CloudWatch
10 29 (10.70%) Amazon ElastiCache
11 24 (8.86%) Google Cloud Platform
11 24 (8.86%) Virtual Private Cloud
12 21 (7.75%) CloudFront
12 21 (7.75%) Microsoft Azure
13 20 (7.38%) Route 53
14 19 (7.01%) Amazon ELB
15 13 (4.80%) GitHub
16 10 (3.69%) Amazon EMR
17 8 (2.95%) Heroku
18 6 (2.21%) AWS OpsWorks
Communications & Networking
1 16 (5.90%) SMS
2 9 (3.32%) HTTP
3 4 (1.48%) Firewall
4 3 (1.11%) TCP/IP
5 2 (0.74%) DNS
5 2 (0.74%) Internet
5 2 (0.74%) SSL
5 2 (0.74%) VPN
6 1 (0.37%) Intrusion Detection
6 1 (0.37%) Reverse Proxy
6 1 (0.37%) SMTP
Database & Business Intelligence
1 72 (26.57%) NoSQL
2 53 (19.56%) PostgreSQL
3 49 (18.08%) MySQL
4 45 (16.61%) Amazon RDS
5 36 (13.28%) MongoDB
6 23 (8.49%) Apache Cassandra
7 18 (6.64%) Redis
7 18 (6.64%) SQL Server
8 17 (6.27%) Relational Database
9 15 (5.54%) Amazon Redshift
10 14 (5.17%) Neo4j
11 10 (3.69%) Big Data
12 9 (3.32%) CouchDB
13 8 (2.95%) Hadoop
13 8 (2.95%) RDBMS
14 7 (2.58%) Amazon Aurora
15 5 (1.85%) BigQuery
15 5 (1.85%) Data Warehouse
16 4 (1.48%) Apache Hive
17 3 (1.11%) HBase
Development Applications
1 66 (24.35%) Jenkins
2 50 (18.45%) Git (software)
3 39 (14.39%) JIRA
4 19 (7.01%) webpack
5 17 (6.27%) Jasmine
6 16 (5.90%) Karma Test Runner
7 15 (5.54%) Mercurial
7 15 (5.54%) PhantomJS
8 12 (4.43%) CircleCI
8 12 (4.43%) Maven
8 12 (4.43%) Selenium
9 11 (4.06%) Gradle
10 10 (3.69%) JUnit
11 8 (2.95%) Babel
11 8 (2.95%) Eclipse
11 8 (2.95%) IntelliJ
11 8 (2.95%) SonarQube
12 7 (2.58%) Checkstyle
13 6 (2.21%) Cucumber
13 6 (2.21%) Mocha
General
1 47 (17.34%) Finance
2 28 (10.33%) Banking
3 6 (2.21%) Retail
3 6 (2.21%) Telecoms
4 2 (0.74%) Automotive
4 2 (0.74%) Investment Banking
4 2 (0.74%) Marketing
4 2 (0.74%) Publishing
4 2 (0.74%) Retail Banking
5 1 (0.37%) Aerospace
5 1 (0.37%) Back Office
5 1 (0.37%) Digital Economy
5 1 (0.37%) French Language
5 1 (0.37%) Front Office
5 1 (0.37%) Games
5 1 (0.37%) Pharmaceutical
Job Titles
1 167 (61.62%) Developer
2 51 (18.82%) Java Developer
3 46 (16.97%) JavaScript Developer
4 40 (14.76%) DevOps Engineer
5 27 (9.96%) AWS Developer
6 25 (9.23%) Node.js Developer
7 23 (8.49%) AWS Engineer
8 22 (8.12%) Architect
9 21 (7.75%) AWS DevOps
10 19 (7.01%) AWS DevOps Engineer
11 18 (6.64%) Full Stack Developer
12 17 (6.27%) Angular Developer
12 17 (6.27%) Senior Developer
13 14 (5.17%) Agile Developer
13 14 (5.17%) Agile Java Developer
14 13 (4.80%) .NET Developer
15 12 (4.43%) React Developer
16 11 (4.06%) Backend Developer
17 10 (3.69%) Senior DevOps
18 9 (3.32%) J2EE Developer
Libraries, Frameworks & Software Standards
1 104 (38.38%) Node.js
2 90 (33.21%) AngularJS
3 65 (23.99%) Web Services
4 58 (21.40%) CSS
5 55 (20.30%) React
6 50 (18.45%) HTML
7 45 (16.61%) RESTful
8 43 (15.87%) REST
9 34 (12.55%) HTML5
10 32 (11.81%) D3.js
11 28 (10.33%) CSS3
12 25 (9.23%) GraphQL
12 25 (9.23%) OAuth
13 23 (8.49%) OAuth2
13 23 (8.49%) Twitter Bootstrap
14 20 (7.38%) .NET
14 20 (7.38%) Kafka
14 20 (7.38%) Sass
14 20 (7.38%) Spring
15 18 (6.64%) J2EE
Miscellaneous
1 27 (9.96%) User Experience
2 14 (5.17%) Computer Science
3 12 (4.43%) Fintech
3 12 (4.43%) Mainframe
3 12 (4.43%) Mobile App
4 11 (4.06%) Greenfield Project
5 8 (2.95%) Linux Command Line
6 5 (1.85%) Cloud Native
6 5 (1.85%) Public Cloud
7 4 (1.48%) Analytical Skills
8 3 (1.11%) Enterprise Software
8 3 (1.11%) Social Media
9 2 (0.74%) Video on Demand
10 1 (0.37%) Data Structures
10 1 (0.37%) Equities
10 1 (0.37%) Fixed Income
10 1 (0.37%) Hedge funds
10 1 (0.37%) Hybrid Cloud
10 1 (0.37%) Over-the-Top Content
10 1 (0.37%) Private Cloud
Operating Systems
1 44 (16.24%) Linux
2 16 (5.90%) Android
3 11 (4.06%) Unix
4 8 (2.95%) Apple iOS
5 5 (1.85%) Red Hat Enterprise Linux
5 5 (1.85%) Windows
6 3 (1.11%) Ubuntu
7 2 (0.74%) Amazon Linux
7 2 (0.74%) CentOS
Processes & Methodologies
1 148 (54.61%) Agile Software Development
2 91 (33.58%) DevOps
2 91 (33.58%) Microservices
3 66 (24.35%) TDD
4 55 (20.30%) Continuous Integration
5 54 (19.93%) Scrum
6 51 (18.82%) Software Engineering
7 48 (17.71%) Test Automation
8 37 (13.65%) BDD
9 35 (12.92%) Kanban
10 29 (10.70%) SOA
11 24 (8.86%) Pair Programming
12 23 (8.49%) Continuous Delivery
12 23 (8.49%) E-Commerce
13 21 (7.75%) Configuration Management
13 21 (7.75%) MVC
13 21 (7.75%) User Stories
14 20 (7.38%) Responsive Web Design
14 20 (7.38%) Test Scripting
15 19 (7.01%) Open Source
Programming Languages
1 136 (50.18%) Java
2 104 (38.38%) JavaScript
3 68 (25.09%) Python
4 43 (15.87%) SQL
5 25 (9.23%) Bash Shell
6 24 (8.86%) Ruby
7 22 (8.12%) Go
8 21 (7.75%) C#
9 20 (7.38%) Scala
9 20 (7.38%) TypeScript
10 19 (7.01%) Java 8
11 17 (6.27%) Shell Script
12 16 (5.90%) ES6
13 11 (4.06%) PHP
14 9 (3.32%) C
14 9 (3.32%) C++
14 9 (3.32%) Rust
15 8 (2.95%) ES8
16 6 (2.21%) Groovy
17 5 (1.85%) Perl
Qualifications
1 16 (5.90%) Degree
2 12 (4.43%) Security Cleared
3 10 (3.69%) Computer Science Degree
4 8 (2.95%) SC Cleared
5 3 (1.11%) AWS Certification
6 2 (0.74%) ISEB
6 2 (0.74%) ISTQB
6 2 (0.74%) ISTQB Foundation Certification
6 2 (0.74%) Master's Degree
7 1 (0.37%) CTC Cleared
7 1 (0.37%) PhD
Quality Assurance & Compliance
1 19 (7.01%) QA
2 12 (4.43%) GCP
3 4 (1.48%) GDPR
4 2 (0.74%) Data Quality
4 2 (0.74%) ISO/IEC 27001
5 1 (0.37%) PSD2
System Software
1 73 (26.94%) Docker
2 3 (1.11%) Apache Flume
Systems Management
1 49 (18.08%) Terraform
2 35 (12.92%) Ansible
3 24 (8.86%) Kubernetes
3 24 (8.86%) Opscode Chef
4 15 (5.54%) Puppet
5 11 (4.06%) Kibana
6 8 (2.95%) logstash
7 7 (2.58%) Rancher
8 5 (1.85%) Business Desktop Deployment
8 5 (1.85%) collectd
8 5 (1.85%) Grafana
8 5 (1.85%) Packer
8 5 (1.85%) StatsD
9 4 (1.48%) Graphite
10 2 (0.74%) Oozie
10 2 (0.74%) Salt
11 1 (0.37%) Docker Swarm
11 1 (0.37%) linkerd
11 1 (0.37%) Mesos
11 1 (0.37%) ZABBIX
Vendors
1 31 (11.44%) Google
2 15 (5.54%) MuleSoft
3 12 (4.43%) IBM
4 11 (4.06%) Splunk
5 10 (3.69%) Oracle
6 8 (2.95%) Adobe
7 6 (2.21%) Elastic Path
7 6 (2.21%) SaltStack
8 5 (1.85%) Capita
9 4 (1.48%) Atlassian
9 4 (1.48%) Microsoft
10 3 (1.11%) Salesforce.com
11 2 (0.74%) Tableau
11 2 (0.74%) Talend
12 1 (0.37%) Apigee
12 1 (0.37%) Brightcove
12 1 (0.37%) Cloudera
12 1 (0.37%) ForgeRock
12 1 (0.37%) Hortonworks
12 1 (0.37%) Rackspace