Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 26 September 2017

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 26 September 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
UK
6 months to
26 Sep 2017		 Same period 2016 Same period 2015
Rank 668 695 855
Rank change year-on-year +27 +160 -50
Contract jobs citing Amazon DynamoDB 202 197 28
As % of all contract IT jobs advertised in the UK 0.20% 0.18% 0.025%
As % of the Database & Business Intelligence category 0.91% 0.83% 0.11%
Number of daily rates quoted 181 160 21
UK median daily rate £475 £475 £442
Median daily rate % change year-on-year - +7.47% +4.00%
10th Percentile £394 £373 £269
90th Percentile £575 £591 £600
UK excluding London median daily rate £470 £450 £288
% change year-on-year +4.44% +56.52% -32.35%
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 22155 23747 26293
As % of all contract IT jobs advertised in the UK 22.37% 22.24% 23.24%
Number of daily rates quoted 14798 15898 17295
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +3.23%
10th Percentile £305 £281 £263
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 278 386 384
UK median hourly rate £29.56 £30.10 £29.50
Median hourly rate % change year-on-year -1.80% +2.04% +15.69%
10th Percentile £12.50 £11.25 £13.83
90th Percentile £53.75 £48.75 £52.38
UK excluding London median hourly rate £31.00 £29.53 £29.75
% change year-on-year +5.00% -0.76% +22.05%

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 26 September 2017.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 13 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 26 September 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
England +31 196 £475 - 31
London -11 118 £500 +5.26% 22
UK excluding London +74 83 £470 +4.44% 11
South East +46 46 £470 +10.59% 3
Midlands +36 11 £450 +5.88% 1
South West -5 10 £456 +1.39% 2
North of England +70 8 £500 +25.00% 2
East of England +4 8 £425 -19.05% 1
East Midlands -2 8 £450 +5.88%
North West +27 6 £500 +25.00% 2
Wales -12 5 £475 +5.56% 1
West Midlands - 3 £500 - 1
Yorkshire +34 2 £474 -0.26%

For the 6 months to 26 September 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 with a requirement for Amazon DynamoDB.

1 185 (91.58%) Amazon AWS
2 109 (53.96%) Agile Software Development
2 109 (53.96%) DevOps
3 86 (42.57%) Jenkins
4 84 (41.58%) Java
5 83 (41.09%) NoSQL
6 81 (40.10%) Amazon EC2
7 78 (38.61%) Microservices
8 69 (34.16%) JavaScript
9 68 (33.66%) Docker
10 66 (32.67%) Scrum
11 65 (32.18%) Git (software)
12 64 (31.68%) TDD
12 64 (31.68%) Linux
13 63 (31.19%) Continuous Integration
13 63 (31.19%) MongoDB
13 63 (31.19%) Ansible
14 61 (30.20%) Amazon S3
15 60 (29.70%) Python
15 60 (29.70%) Node.js
15 60 (29.70%) Elasticsearch
16 58 (28.71%) AWS Lambda
17 54 (26.73%) Amazon SQS
18 50 (24.75%) AWS CloudFormation
19 48 (23.76%) JIRA
20 45 (22.28%) Web Services
20 45 (22.28%) Terraform
21 42 (20.79%) SQL
22 41 (20.30%) MySQL
23 40 (19.80%) SQL Server

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 60 (29.70%) Elasticsearch
2 32 (15.84%) Confluence
3 18 (8.91%) Apache Spark
4 15 (7.43%) Apache
4 15 (7.43%) JBoss
4 15 (7.43%) Tomcat
5 12 (5.94%) nginx
6 11 (5.45%) Apache Solr
7 9 (4.46%) WebLogic
8 7 (3.47%) WebSphere
9 6 (2.97%) Adobe Experience Manager
9 6 (2.97%) OpenStack
10 4 (1.98%) Apache Pig
11 3 (1.49%) Apache Airflow
12 2 (0.99%) IIS
13 1 (0.50%) Jetty
13 1 (0.50%) Oracle Application Server
13 1 (0.50%) Oracle SOA Suite
13 1 (0.50%) SAS
13 1 (0.50%) WebSphere Application Server
Applications
1 1 (0.50%) GNU Octave
1 1 (0.50%) HipChat
Business Applications
1 2 (0.99%) Dynamics CRM
2 1 (0.50%) NetSuite
Cloud Services
1 185 (91.58%) Amazon AWS
2 81 (40.10%) Amazon EC2
3 61 (30.20%) Amazon S3
4 58 (28.71%) AWS Lambda
5 54 (26.73%) Amazon SQS
6 50 (24.75%) AWS CloudFormation
7 39 (19.31%) Microsoft Azure
8 33 (16.34%) Amazon ElastiCache
9 29 (14.36%) Amazon CloudWatch
9 29 (14.36%) Route 53
10 24 (11.88%) Amazon ELB
11 22 (10.89%) GitHub
12 21 (10.40%) CloudFront
12 21 (10.40%) Virtual Private Cloud
13 19 (9.41%) AWS Elastic Beanstalk
14 18 (8.91%) Amazon Kinesis
15 13 (6.44%) Amazon EMR
16 10 (4.95%) Cloud Computing
16 10 (4.95%) Twilio
17 8 (3.96%) Google Cloud Platform
Communications & Networking
1 12 (5.94%) SMS
2 11 (5.45%) SSL
3 10 (4.95%) HTTP
3 10 (4.95%) TCP/IP
4 6 (2.97%) DNS
5 5 (2.48%) Network Security
6 4 (1.98%) DSL
6 4 (1.98%) Internet
6 4 (1.98%) Kerberos
6 4 (1.98%) SMTP
7 3 (1.49%) VPN
8 2 (0.99%) Firewall
9 1 (0.50%) AMQP
9 1 (0.50%) SAN
Database & Business Intelligence
1 83 (41.09%) NoSQL
2 63 (31.19%) MongoDB
3 41 (20.30%) MySQL
4 40 (19.80%) SQL Server
5 39 (19.31%) Amazon RDS
6 36 (17.82%) Hadoop
7 31 (15.35%) PostgreSQL
8 28 (13.86%) Apache Cassandra
9 21 (10.40%) Big Data
10 20 (9.90%) Relational Database
11 15 (7.43%) Amazon Redshift
12 13 (6.44%) RDBMS
13 12 (5.94%) Neo4j
14 11 (5.45%) Apache Hive
14 11 (5.45%) HBase
15 10 (4.95%) Data Warehouse
16 9 (4.46%) DataStax
17 5 (2.48%) SQL Server Integration Services
18 4 (1.98%) SQL Server Analysis Services
18 4 (1.98%) SQL Server Reporting Services
Development Applications
1 86 (42.57%) Jenkins
2 65 (32.18%) Git (software)
3 48 (23.76%) JIRA
4 29 (14.36%) Maven
5 22 (10.89%) Bitbucket
6 17 (8.42%) TeamCity
7 15 (7.43%) Mocha
8 14 (6.93%) Octopus Deploy
9 12 (5.94%) Cucumber
10 11 (5.45%) JUnit
11 10 (4.95%) Eclipse
11 10 (4.95%) Gradle
11 10 (4.95%) webpack
12 8 (3.96%) Sonatype Nexus
13 7 (3.47%) Grunt
13 7 (3.47%) IntelliJ
13 7 (3.47%) Mercurial
14 6 (2.97%) SonarQube
14 6 (2.97%) Subversion
14 6 (2.97%) Vagrant
General
1 7 (3.47%) Finance
2 6 (2.97%) Marketing
3 2 (0.99%) Advertising
3 2 (0.99%) Banking
3 2 (0.99%) Publishing
3 2 (0.99%) Retail
3 2 (0.99%) Spanish Language
4 1 (0.50%) Back Office
4 1 (0.50%) Electronics
4 1 (0.50%) Legal
4 1 (0.50%) Pharmaceutical
4 1 (0.50%) Telecoms
Job Titles
1 95 (47.03%) Developer
2 58 (28.71%) DevOps Engineer
3 39 (19.31%) AWS Developer
4 37 (18.32%) AWS Engineer
5 36 (17.82%) AWS DevOps
6 34 (16.83%) Java Developer
7 32 (15.84%) AWS DevOps Engineer
8 19 (9.41%) Node.js Developer
9 18 (8.91%) Senior Developer
10 17 (8.42%) Architect
10 17 (8.42%) JavaScript Developer
11 15 (7.43%) .NET Developer
12 14 (6.93%) Full Stack Developer
13 11 (5.45%) Cloud Engineer
14 10 (4.95%) C# Developer
14 10 (4.95%) Senior .NET Developer
15 9 (4.46%) Linux/Unix DevOps
15 9 (4.46%) Senior C# Developer
16 8 (3.96%) Linux DevOps Engineer
16 8 (3.96%) Software Engineer
Libraries, Frameworks & Software Standards
1 60 (29.70%) Node.js
2 45 (22.28%) Web Services
3 36 (17.82%) Spring
4 34 (16.83%) AngularJS
5 31 (15.35%) .NET
6 26 (12.87%) Kafka
7 25 (12.38%) HTML
7 25 (12.38%) REST
8 23 (11.39%) ASP.NET
8 23 (11.39%) React
8 23 (11.39%) Spring Boot
9 22 (10.89%) CSS
10 21 (10.40%) ASP.NET MVC
11 19 (9.41%) RabbitMQ
12 17 (8.42%) ASP.NET Web API
13 15 (7.43%) Sass
14 14 (6.93%) Apache Camel
14 14 (6.93%) JSON
14 14 (6.93%) Swagger
15 11 (5.45%) Elastic Stack
Miscellaneous
1 22 (10.89%) Public Cloud
2 18 (8.91%) Greenfield Project
3 14 (6.93%) Blog
4 11 (5.45%) User Experience
5 10 (4.95%) Analytical Skills
5 10 (4.95%) Linux Command Line
6 6 (2.97%) Data Centre
6 6 (2.97%) Enterprise Software
7 5 (2.48%) Algorithms
7 5 (2.48%) Hybrid Cloud
7 5 (2.48%) Virtual Team
8 4 (1.98%) Private Cloud
8 4 (1.98%) Reference Data
9 2 (0.99%) Computer Science
9 2 (0.99%) DataPower
9 2 (0.99%) Mobile App
10 1 (0.50%) CESG
10 1 (0.50%) NHS
10 1 (0.50%) Social Media
10 1 (0.50%) Social Network
Operating Systems
1 64 (31.68%) Linux
2 17 (8.42%) Red Hat Enterprise Linux
2 17 (8.42%) Ubuntu
3 15 (7.43%) CentOS
4 10 (4.95%) Unix
5 9 (4.46%) Windows
6 3 (1.49%) Amazon Linux
7 2 (0.99%) AIX
7 2 (0.99%) Android
7 2 (0.99%) Apple iOS
8 1 (0.50%) CoreOS
8 1 (0.50%) Data ONTAP
8 1 (0.50%) Windows Server
Processes & Methodologies
1 109 (53.96%) Agile Software Development
1 109 (53.96%) DevOps
2 78 (38.61%) Microservices
3 66 (32.67%) Scrum
4 64 (31.68%) TDD
5 63 (31.19%) Continuous Integration
6 40 (19.80%) BDD
6 40 (19.80%) Kanban
7 36 (17.82%) Configuration Management
7 36 (17.82%) MVC
8 32 (15.84%) Open Source
9 30 (14.85%) Software Engineering
10 26 (12.87%) E-Commerce
11 23 (11.39%) SOA
12 21 (10.40%) High Availability
13 19 (9.41%) Business Intelligence
14 18 (8.91%) Continuous Improvement
15 17 (8.42%) Analytics
15 17 (8.42%) Continuous Delivery
15 17 (8.42%) Migration
Programming Languages
1 84 (41.58%) Java
2 69 (34.16%) JavaScript
3 60 (29.70%) Python
4 42 (20.79%) SQL
5 33 (16.34%) Ruby
6 31 (15.35%) C#
7 26 (12.87%) Scala
8 21 (10.40%) PHP
9 18 (8.91%) Bash Shell
10 10 (4.95%) Shell Script
11 9 (4.46%) ES6
12 8 (3.96%) PowerShell
13 7 (3.47%) Go
14 6 (2.97%) Groovy
15 5 (2.48%) Perl
16 4 (1.98%) Clojure
16 4 (1.98%) R
16 4 (1.98%) T-SQL
17 3 (1.49%) VB
18 2 (0.99%) PL/SQL
Qualifications
1 10 (4.95%) Security Cleared
2 9 (4.46%) SC Cleared
3 5 (2.48%) AWS Certification
3 5 (2.48%) Degree
4 1 (0.50%) CESG Certified Professional
4 1 (0.50%) CTC Cleared
4 1 (0.50%) Master's Degree
4 1 (0.50%) PhD
Quality Assurance & Compliance
1 13 (6.44%) QA
2 3 (1.49%) GDPR
3 2 (0.99%) Data Quality
4 1 (0.50%) ISO/IEC 27001
System Software
1 68 (33.66%) Docker
2 6 (2.97%) HDFS
3 4 (1.98%) Apache ZooKeeper
4 1 (0.50%) GlusterFS
4 1 (0.50%) Virtual Machines
4 1 (0.50%) VirtualBox
4 1 (0.50%) VMware ESXi
Systems Management
1 63 (31.19%) Ansible
2 45 (22.28%) Terraform
3 37 (18.32%) Puppet
4 31 (15.35%) Opscode Chef
5 23 (11.39%) Kubernetes
6 12 (5.94%) Kibana
6 12 (5.94%) Mesos
7 9 (4.46%) Ambari
7 9 (4.46%) Pingdom
7 9 (4.46%) StatsD
8 7 (3.47%) logstash
9 6 (2.97%) Business Desktop Deployment
9 6 (2.97%) Consul
9 6 (2.97%) Salt
9 6 (2.97%) ZABBIX
10 5 (2.48%) collectd
10 5 (2.48%) Grafana
10 5 (2.48%) Graphite
10 5 (2.48%) Nagios
10 5 (2.48%) Prometheus
Vendors
1 25 (12.38%) Oracle
2 15 (7.43%) Microsoft
3 12 (5.94%) Google
4 11 (5.45%) AppDynamics
4 11 (5.45%) Atlassian
5 9 (4.46%) Hortonworks
5 9 (4.46%) PagerDuty
6 8 (3.96%) SaltStack
7 7 (3.47%) Red Hat
8 6 (2.97%) Adobe
8 6 (2.97%) Cloudera
8 6 (2.97%) Splunk
9 5 (2.48%) Rackspace
10 4 (1.98%) VMware
11 2 (0.99%) Facebook
11 2 (0.99%) IBM
11 2 (0.99%) New Relic
11 2 (0.99%) Salesforce.com
11 2 (0.99%) Tableau
12 1 (0.50%) Talend