Period
to 21 January 2018

The following table provides summary statistics for contract job vacancies 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 January 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
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 636 685 772
Rank change year-on-year +49 +87 +63
Contract jobs citing Amazon DynamoDB 245 164 109
As % of all contract IT jobs advertised in the UK 0.25% 0.17% 0.10%
As % of the Database & Business Intelligence category 1.13% 0.76% 0.44%
Number of daily rates quoted 175 118 97
UK median daily rate £500 £488 £475
Median daily rate % change year-on-year +2.56% +2.63% +8.57%
10th Percentile £413 £375 £362
90th Percentile £625 £608 £600
UK excluding London median daily rate £500 £450 £500
% change year-on-year +11.11% -10.00% -13.04%
Number of hourly rates quoted 1 0 0
UK median hourly rate £45.00 - -
UK excluding London 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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 21,709 21,676 24,865
As % of all contract IT jobs advertised in the UK 21.99% 22.57% 23.03%
Number of daily rates quoted 15,106 14,450 16,593
UK median daily rate £450 £425 £415
Median daily rate % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £310 £288 £275
90th Percentile £625 £600 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +7.14%
Number of hourly rates quoted 250 313 428
UK median hourly rate £30.63 £28.00 £30.00
Median hourly rate % change year-on-year +9.38% -6.67% +9.09%
10th Percentile £14.54 £10.00 £12.00
90th Percentile £55.72 £48.30 £52.50
UK excluding London median hourly rate £35.00 £26.50 £29.00
% change year-on-year +32.08% -8.62% +9.43%

Amazon DynamoDB
Job Vacancy Trend

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

Job vacancy trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Trend

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

Contractor daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Amazon DynamoDB over the 6 months to 21 January 2018.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 14 Contract Locations

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 UK over the 6 months to 21 January 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
England +68 239 £500 +2.56% 106
London +44 169 £500 -2.68% 57
UK excluding London +13 71 £500 +11.11% 50
South East -2 38 £500 +11.11% 11
West Midlands +25 11 £550 +22.22% 7
Midlands +14 11 £550 +35.38% 13
East of England -4 8 £500 -2.44% 9
North of England +40 6 £475 +18.75% 9
North West +9 5 £475 +18.75% 9
South West -14 5 £375 -23.08% 7
Wales +14 2 £475 -
Yorkshire +8 1 £523 +30.63%
East Midlands 0 1 £450 +24.14% 6
Scotland - 1 £375 - 1

For the 6 months to 21 January 2018, 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 with a requirement for Amazon DynamoDB.

1 210 (85.71%) Amazon AWS
2 152 (62.04%) Agile Software Development
3 137 (55.92%) Java
4 114 (46.53%) DevOps
5 98 (40.00%) Microservices
6 97 (39.59%) JavaScript
7 81 (33.06%) Docker
8 80 (32.65%) NoSQL
9 79 (32.24%) Node.js
9 79 (32.24%) Jenkins
10 76 (31.02%) Elasticsearch
10 76 (31.02%) Serverless
11 75 (30.61%) AWS Lambda
11 75 (30.61%) Amazon S3
12 74 (30.20%) MongoDB
13 71 (28.98%) Python
13 71 (28.98%) TDD
14 67 (27.35%) Continuous Integration
15 66 (26.94%) Linux
16 65 (26.53%) Amazon EC2
17 64 (26.12%) PostgreSQL
18 61 (24.90%) SQL
19 60 (24.49%) Scrum
19 60 (24.49%) AngularJS
19 60 (24.49%) React
20 58 (23.67%) Web Services
21 57 (23.27%) Terraform
22 54 (22.04%) Software Engineering
22 54 (22.04%) Amazon RDS
23 53 (21.63%) Git (software)

Amazon DynamoDB
Co-occurring IT Skills 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 76 (31.02%) Elasticsearch
2 33 (13.47%) Confluence
3 23 (9.39%) Apache Spark
4 21 (8.57%) JBoss
5 19 (7.76%) Tomcat
6 18 (7.35%) nginx
7 13 (5.31%) WebLogic
8 11 (4.49%) Apache
8 11 (4.49%) Apache Solr
9 7 (2.86%) Adobe Experience Manager
9 7 (2.86%) Apache Airflow
10 5 (2.04%) Apache Pig
11 4 (1.63%) Mule
11 4 (1.63%) Oracle SOA Suite
12 3 (1.22%) Jetty
12 3 (1.22%) Mule ESB
12 3 (1.22%) WebSphere
13 2 (0.82%) OpenStack
13 2 (0.82%) Oracle Application Server
13 2 (0.82%) WebSphere Application Server
Applications
1 1 (0.41%) GNU Octave
1 1 (0.41%) HipChat
Business Applications
1 1 (0.41%) Dynamics CRM
Cloud Services
1 210 (85.71%) Amazon AWS
2 76 (31.02%) Serverless
3 75 (30.61%) Amazon S3
3 75 (30.61%) AWS Lambda
4 65 (26.53%) Amazon EC2
5 48 (19.59%) AWS CloudFormation
6 45 (18.37%) Amazon SQS
7 34 (13.88%) Amazon ElastiCache
8 31 (12.65%) Amazon Kinesis
9 30 (12.24%) Route 53
10 28 (11.43%) Virtual Private Cloud
11 23 (9.39%) Amazon CloudWatch
12 22 (8.98%) Amazon ELB
13 21 (8.57%) CloudFront
13 21 (8.57%) GitHub
14 17 (6.94%) Microsoft Azure
15 13 (5.31%) AWS Elastic Beanstalk
15 13 (5.31%) Google Cloud Platform
15 13 (5.31%) Heroku
16 11 (4.49%) Google Play
Communications & Networking
1 12 (4.90%) SMS
2 11 (4.49%) SSL
2 11 (4.49%) TCP/IP
3 10 (4.08%) Firewall
3 10 (4.08%) HTTP
4 7 (2.86%) Kerberos
5 4 (1.63%) Bluetooth
5 4 (1.63%) DNS
6 3 (1.22%) VPN
7 2 (0.82%) Network Security
8 1 (0.41%) DHCP
8 1 (0.41%) DSL
8 1 (0.41%) FTP
8 1 (0.41%) ICMP
8 1 (0.41%) Internet
8 1 (0.41%) IPsec
8 1 (0.41%) Reverse Proxy
8 1 (0.41%) SAN
Database & Business Intelligence
1 80 (32.65%) NoSQL
2 74 (30.20%) MongoDB
3 64 (26.12%) PostgreSQL
4 54 (22.04%) Amazon RDS
5 52 (21.22%) MySQL
6 41 (16.73%) Apache Cassandra
7 33 (13.47%) Neo4j
8 29 (11.84%) Hadoop
9 24 (9.80%) Amazon Redshift
9 24 (9.80%) Redis
10 23 (9.39%) SQL Server
11 20 (8.16%) HBase
12 18 (7.35%) Relational Database
13 17 (6.94%) Apache Hive
14 15 (6.12%) Big Data
15 14 (5.71%) JanusGraph
16 13 (5.31%) Data Warehouse
17 12 (4.90%) BigQuery
18 9 (3.67%) DataStax
19 7 (2.86%) RDBMS
Development Applications
1 79 (32.24%) Jenkins
2 53 (21.63%) Git (software)
3 48 (19.59%) JIRA
4 34 (13.88%) Maven
5 25 (10.20%) Cucumber
6 24 (9.80%) webpack
7 20 (8.16%) Gradle
8 19 (7.76%) Karma Test Runner
9 18 (7.35%) Jasmine
9 18 (7.35%) PhantomJS
10 17 (6.94%) Selenium
11 16 (6.53%) SonarQube
12 14 (5.71%) Babel
13 12 (4.90%) Sonatype Nexus
14 11 (4.49%) Grunt
15 10 (4.08%) Mocha
15 10 (4.08%) Subversion
16 9 (3.67%) Eclipse
16 9 (3.67%) Mercurial
17 8 (3.27%) IntelliJ
General
1 43 (17.55%) Finance
2 27 (11.02%) Banking
3 11 (4.49%) Publishing
4 4 (1.63%) Automotive
4 4 (1.63%) Games
4 4 (1.63%) Marketing
5 3 (1.22%) Retail
6 2 (0.82%) Investment Banking
6 2 (0.82%) Pharmaceutical
6 2 (0.82%) Spanish Language
7 1 (0.41%) Advertising
7 1 (0.41%) Aerospace
7 1 (0.41%) Electronics
Job Titles
1 125 (51.02%) Developer
2 53 (21.63%) Java Developer
3 44 (17.96%) DevOps Engineer
4 36 (14.69%) JavaScript Developer
5 34 (13.88%) AWS Developer
6 31 (12.65%) AWS Engineer
6 31 (12.65%) Full Stack Developer
7 29 (11.84%) AWS DevOps
8 24 (9.80%) AWS DevOps Engineer
9 18 (7.35%) Architect
10 16 (6.53%) Agile Developer
10 16 (6.53%) Agile Java Developer
10 16 (6.53%) Angular Developer
11 12 (4.90%) Data Engineer
11 12 (4.90%) React Developer
12 11 (4.49%) .NET Developer
12 11 (4.49%) Node.js Developer
12 11 (4.49%) Senior Developer
13 10 (4.08%) J2EE Developer
13 10 (4.08%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 79 (32.24%) Node.js
2 60 (24.49%) AngularJS
2 60 (24.49%) React
3 58 (23.67%) Web Services
4 45 (18.37%) Spring
5 44 (17.96%) CSS
5 44 (17.96%) HTML
6 34 (13.88%) Kafka
7 31 (12.65%) Sass
8 29 (11.84%) HTML5
9 28 (11.43%) .NET
9 28 (11.43%) REST
10 27 (11.02%) RESTful
11 26 (10.61%) RabbitMQ
11 26 (10.61%) Spring Boot
12 24 (9.80%) J2EE
13 22 (8.98%) CSS3
14 21 (8.57%) Elastic Stack
15 18 (7.35%) Apache Camel
15 18 (7.35%) ASP.NET
Miscellaneous
1 29 (11.84%) Greenfield Project
2 26 (10.61%) Fintech
3 25 (10.20%) User Experience
4 22 (8.98%) Analytical Skills
5 12 (4.90%) Linux Command Line
5 12 (4.90%) Mobile App
6 10 (4.08%) Computer Science
7 7 (2.86%) Mainframe
7 7 (2.86%) Public Cloud
8 4 (1.63%) Enterprise Software
8 4 (1.63%) Social Media
9 3 (1.22%) DataPower
10 2 (0.82%) Cloud Native
10 2 (0.82%) Hedge funds
10 2 (0.82%) Reference Data
10 2 (0.82%) Video on Demand
11 1 (0.41%) Blog
11 1 (0.41%) Data Centre
11 1 (0.41%) NHS
11 1 (0.41%) Private Cloud
Operating Systems
1 66 (26.94%) Linux
2 20 (8.16%) Android
3 16 (6.53%) Apple iOS
4 7 (2.86%) Unix
5 4 (1.63%) Windows
6 2 (0.82%) AIX
6 2 (0.82%) CentOS
6 2 (0.82%) Ubuntu
7 1 (0.41%) Data ONTAP
7 1 (0.41%) Red Hat Enterprise Linux
7 1 (0.41%) Windows Server
Processes & Methodologies
1 152 (62.04%) Agile Software Development
2 114 (46.53%) DevOps
3 98 (40.00%) Microservices
4 71 (28.98%) TDD
5 67 (27.35%) Continuous Integration
6 60 (24.49%) Scrum
7 54 (22.04%) Software Engineering
8 50 (20.41%) BDD
9 49 (20.00%) Test Automation
10 46 (18.78%) Open Source
11 33 (13.47%) Kanban
12 32 (13.06%) SOA
13 29 (11.84%) Continuous Delivery
14 26 (10.61%) Configuration Management
15 23 (9.39%) E-Commerce
15 23 (9.39%) MVC
16 21 (8.57%) Analytics
17 18 (7.35%) Asset Management
17 18 (7.35%) Business Intelligence
17 18 (7.35%) Pair Programming
Programming Languages
1 137 (55.92%) Java
2 97 (39.59%) JavaScript
3 71 (28.98%) Python
4 61 (24.90%) SQL
5 38 (15.51%) ES6
6 28 (11.43%) Scala
7 27 (11.02%) Ruby
8 18 (7.35%) C#
8 18 (7.35%) PHP
9 17 (6.94%) Bash Shell
9 17 (6.94%) GraphQL
10 13 (5.31%) ES7
11 12 (4.90%) Objective-C
12 10 (4.08%) Go
13 9 (3.67%) Gremlin
14 7 (2.86%) TypeScript
15 6 (2.45%) PowerShell
16 5 (2.04%) Shell Script
17 4 (1.63%) Groovy
17 4 (1.63%) Perl
Qualifications
1 24 (9.80%) Security Cleared
2 21 (8.57%) SC Cleared
3 10 (4.08%) Degree
4 7 (2.86%) Computer Science Degree
5 2 (0.82%) BPSS Clearance
6 1 (0.41%) AWS Certification
6 1 (0.41%) CTC Cleared
6 1 (0.41%) Master's Degree
6 1 (0.41%) PhD
Quality Assurance & Compliance
1 24 (9.80%) QA
2 3 (1.22%) GDPR
3 1 (0.41%) Data Quality
3 1 (0.41%) ISO/IEC 27001
System Software
1 81 (33.06%) Docker
2 6 (2.45%) HDFS
3 4 (1.63%) Apache ZooKeeper
4 2 (0.82%) Virtual Machines
4 2 (0.82%) VMware Infrastructure
5 1 (0.41%) Apache Flume
5 1 (0.41%) GlusterFS
5 1 (0.41%) Xen
Systems Management
1 57 (23.27%) Terraform
2 52 (21.22%) Ansible
3 35 (14.29%) Puppet
4 29 (11.84%) Kubernetes
5 20 (8.16%) Opscode Chef
6 18 (7.35%) Kibana
7 15 (6.12%) logstash
8 12 (4.90%) collectd
8 12 (4.90%) StatsD
9 9 (3.67%) Ambari
9 9 (3.67%) Packer
9 9 (3.67%) Salt
10 8 (3.27%) ZABBIX
11 7 (2.86%) Business Desktop Deployment
11 7 (2.86%) Mesos
12 4 (1.63%) Grafana
12 4 (1.63%) Oozie
13 3 (1.22%) Docker Swarm
14 2 (0.82%) Consul
14 2 (0.82%) Prometheus
Vendors
1 30 (12.24%) Google
2 27 (11.02%) Oracle
3 18 (7.35%) Splunk
4 13 (5.31%) SaltStack
5 12 (4.90%) IBM
6 11 (4.49%) Apple
7 8 (3.27%) Adobe
7 8 (3.27%) Microsoft
7 8 (3.27%) Rackspace
8 7 (2.86%) MuleSoft
8 7 (2.86%) VMware
9 6 (2.45%) Hortonworks
10 5 (2.04%) New Relic
11 4 (1.63%) Atlassian
11 4 (1.63%) Sonatype
11 4 (1.63%) Talend
12 3 (1.22%) Capita
12 3 (1.22%) Cloudera
13 2 (0.82%) Red Hat
13 2 (0.82%) Tableau