Period
to 23 February 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 23 February 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
23 Feb 2018
Same period 2017 Same period 2016
Rank 582 674 719
Rank change year-on-year +92 +45 +60
Contract jobs citing Amazon DynamoDB 272 152 133
As % of all contract IT jobs advertised in England 0.29% 0.17% 0.13%
As % of the Database & Business Intelligence category 1.34% 0.76% 0.59%
Number of daily rates quoted 184 116 120
England median daily rate £513 £500 £475
Median daily rate % change year-on-year +2.50% +5.26% +12.43%
10th Percentile £413 £363 £363
90th Percentile £625 £625 £600
UK median daily rate £513 £500 £475
% change year-on-year +2.50% +5.26% +12.09%
Number of hourly rates quoted 1 0 0
England median hourly rate £45.00 - -
UK 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 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 20,328 19,939 22,705
As % of all contract IT jobs advertised in England 21.82% 22.42% 22.85%
Number of daily rates quoted 14,327 13,465 15,336
England median daily rate £475 £438 £425
Median daily rate % change year-on-year +8.57% +2.94% +6.25%
10th Percentile £313 £295 £276
90th Percentile £638 £613 £588
UK median daily rate £463 £425 £420
% change year-on-year +8.82% +1.19% +5.00%
Number of hourly rates quoted 224 256 370
England median hourly rate £33.50 £25.95 £27.12
Median hourly rate % change year-on-year +29.12% -4.33% -5.47%
10th Percentile £15.20 £9.25 £11.73
90th Percentile £57.31 £47.00 £52.50
UK median hourly rate £34.00 £26.50 £27.50
% change year-on-year +28.30% -3.64% -4.15%

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 23 February 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 23 February 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 +64 192 £513 -2.38% 47
South East +13 39 £510 +13.33% 11
Midlands +12 18 £550 +46.67% 3
West Midlands +18 14 £550 +22.22% 1
East of England -4 10 £450 -10.00% 6
North of England +29 6 £475 +26.67% 5
North West +12 6 £475 +18.75% 4
South West +2 5 £375 -23.08% 2
East Midlands -2 4 £625 +72.41% 2
Amazon DynamoDB
UK

For the 6 months to 23 February 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.

1 240 (88.24%) Amazon AWS
2 164 (60.29%) Agile Software Development
3 146 (53.68%) Java
4 117 (43.01%) JavaScript
5 116 (42.65%) Serverless
6 115 (42.28%) AWS Lambda
7 111 (40.81%) DevOps
8 107 (39.34%) Node.js
9 103 (37.87%) Microservices
10 92 (33.82%) NoSQL
11 89 (32.72%) AngularJS
12 84 (30.88%) Amazon S3
13 76 (27.94%) React
14 74 (27.21%) Docker
15 72 (26.47%) Elasticsearch
15 72 (26.47%) MySQL
15 72 (26.47%) PostgreSQL
16 69 (25.37%) Jenkins
17 68 (25.00%) Python
17 68 (25.00%) TDD
18 64 (23.53%) SQL
19 62 (22.79%) Continuous Integration
19 62 (22.79%) MongoDB
20 61 (22.43%) Amazon EC2
20 61 (22.43%) CSS
20 61 (22.43%) Web Services
21 60 (22.06%) Software Engineering
22 55 (20.22%) HTML
23 54 (19.85%) Linux
23 54 (19.85%) Scrum

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 72 (26.47%) Elasticsearch
2 25 (9.19%) Confluence
3 20 (7.35%) Apache Spark
4 14 (5.15%) nginx
5 11 (4.04%) Apache
6 9 (3.31%) JBoss
7 7 (2.57%) Tomcat
8 6 (2.21%) Adobe Experience Manager
8 6 (2.21%) Apache Solr
9 5 (1.84%) Apache Pig
9 5 (1.84%) Mule
10 4 (1.47%) Apache Airflow
10 4 (1.47%) Oracle SOA Suite
10 4 (1.47%) WebLogic
11 3 (1.10%) Jetty
11 3 (1.10%) Mule ESB
12 2 (0.74%) WebSphere
13 1 (0.37%) IIS
13 1 (0.37%) Oracle Application Server
13 1 (0.37%) Oracle HTTP Server
Applications
1 1 (0.37%) GNU Octave
1 1 (0.37%) HipChat
Business Applications
1 1 (0.37%) Dynamics CRM
Cloud Services
1 240 (88.24%) Amazon AWS
2 116 (42.65%) Serverless
3 115 (42.28%) AWS Lambda
4 84 (30.88%) Amazon S3
5 61 (22.43%) Amazon EC2
6 53 (19.49%) AWS CloudFormation
7 48 (17.65%) Amazon SQS
8 41 (15.07%) Amazon Kinesis
9 31 (11.40%) Amazon ElastiCache
10 30 (11.03%) Virtual Private Cloud
11 28 (10.29%) Route 53
12 21 (7.72%) GitHub
13 20 (7.35%) Amazon CloudWatch
13 20 (7.35%) CloudFront
13 20 (7.35%) Microsoft Azure
14 19 (6.99%) Amazon ELB
15 18 (6.62%) Google Cloud Platform
16 13 (4.78%) Amazon EMR
17 11 (4.04%) Google Play
17 11 (4.04%) Heroku
Communications & Networking
1 14 (5.15%) SMS
2 11 (4.04%) Firewall
3 7 (2.57%) TCP/IP
4 6 (2.21%) HTTP
4 6 (2.21%) SSL
5 4 (1.47%) Bluetooth
5 4 (1.47%) DNS
6 3 (1.10%) Kerberos
7 2 (0.74%) VPN
8 1 (0.37%) DHCP
8 1 (0.37%) FTP
8 1 (0.37%) ICMP
8 1 (0.37%) Internet
8 1 (0.37%) IPsec
8 1 (0.37%) Reverse Proxy
8 1 (0.37%) SAN
Database & Business Intelligence
1 92 (33.82%) NoSQL
2 72 (26.47%) MySQL
2 72 (26.47%) PostgreSQL
3 62 (22.79%) MongoDB
4 52 (19.12%) Amazon RDS
5 41 (15.07%) Apache Cassandra
6 33 (12.13%) Neo4j
7 29 (10.66%) Redis
8 21 (7.72%) Amazon Redshift
8 21 (7.72%) SQL Server
9 20 (7.35%) Hadoop
10 17 (6.25%) Relational Database
11 14 (5.15%) JanusGraph
12 13 (4.78%) Apache Hive
12 13 (4.78%) Big Data
13 11 (4.04%) BigQuery
14 10 (3.68%) Data Warehouse
14 10 (3.68%) HBase
15 4 (1.47%) Impala
15 4 (1.47%) Sqoop
Development Applications
1 69 (25.37%) Jenkins
2 48 (17.65%) Git (software)
3 38 (13.97%) JIRA
4 30 (11.03%) webpack
5 29 (10.66%) Maven
6 22 (8.09%) Babel
7 20 (7.35%) Jasmine
8 19 (6.99%) Karma Test Runner
8 19 (6.99%) Selenium
9 18 (6.62%) Cucumber
9 18 (6.62%) Gradle
9 18 (6.62%) PhantomJS
10 16 (5.88%) SonarQube
11 11 (4.04%) Grunt
12 10 (3.68%) Mocha
13 9 (3.31%) Appium
13 9 (3.31%) Mercurial
14 8 (2.94%) GitLab
14 8 (2.94%) Sonatype Nexus
14 8 (2.94%) TeamCity
General
1 48 (17.65%) Finance
2 38 (13.97%) Banking
3 9 (3.31%) Publishing
4 6 (2.21%) Telecoms
5 5 (1.84%) Games
6 4 (1.47%) Automotive
6 4 (1.47%) Retail
7 3 (1.10%) Marketing
8 2 (0.74%) Investment Banking
8 2 (0.74%) Pharmaceutical
9 1 (0.37%) Advertising
9 1 (0.37%) Aerospace
9 1 (0.37%) Electronics
9 1 (0.37%) French Language
9 1 (0.37%) Retail Banking
9 1 (0.37%) Spanish Language
Job Titles
1 153 (56.25%) Developer
2 57 (20.96%) Java Developer
3 52 (19.12%) JavaScript Developer
4 47 (17.28%) DevOps Engineer
5 35 (12.87%) AWS Developer
6 30 (11.03%) AWS Engineer
6 30 (11.03%) Full Stack Developer
7 29 (10.66%) AWS DevOps
8 24 (8.82%) AWS DevOps Engineer
9 21 (7.72%) Node.js Developer
10 20 (7.35%) Angular Developer
11 18 (6.62%) Architect
12 16 (5.88%) Agile Developer
12 16 (5.88%) Agile Java Developer
13 14 (5.15%) Senior Developer
14 13 (4.78%) .NET Developer
15 11 (4.04%) Senior DevOps
16 10 (3.68%) Data Engineer
16 10 (3.68%) J2EE Developer
16 10 (3.68%) React Developer
Libraries, Frameworks & Software Standards
1 107 (39.34%) Node.js
2 89 (32.72%) AngularJS
3 76 (27.94%) React
4 61 (22.43%) CSS
4 61 (22.43%) Web Services
5 55 (20.22%) HTML
6 37 (13.60%) RESTful
6 37 (13.60%) Spring
7 32 (11.76%) HTML5
7 32 (11.76%) Kafka
8 31 (11.40%) .NET
9 30 (11.03%) REST
10 29 (10.66%) D3.js
10 29 (10.66%) Sass
11 25 (9.19%) RabbitMQ
12 24 (8.82%) CSS3
12 24 (8.82%) Redux
12 24 (8.82%) Twitter Bootstrap
13 23 (8.46%) J2EE
14 20 (7.35%) Serverless Framework
Miscellaneous
1 32 (11.76%) User Experience
2 29 (10.66%) Fintech
3 28 (10.29%) Greenfield Project
4 18 (6.62%) Computer Science
5 17 (6.25%) Analytical Skills
6 13 (4.78%) Mobile App
7 12 (4.41%) Linux Command Line
7 12 (4.41%) Mainframe
8 10 (3.68%) Public Cloud
9 7 (2.57%) Social Media
10 5 (1.84%) Cloud Native
10 5 (1.84%) Enterprise Software
11 2 (0.74%) DataPower
11 2 (0.74%) Hedge funds
11 2 (0.74%) Video on Demand
12 1 (0.37%) Blog
12 1 (0.37%) Data Centre
12 1 (0.37%) Data Structures
12 1 (0.37%) Private Cloud
12 1 (0.37%) Reference Data
Operating Systems
1 54 (19.85%) Linux
2 29 (10.66%) Android
3 17 (6.25%) Apple iOS
4 9 (3.31%) Unix
5 4 (1.47%) Windows
6 2 (0.74%) CentOS
6 2 (0.74%) Red Hat Enterprise Linux
7 1 (0.37%) Data ONTAP
7 1 (0.37%) Ubuntu
7 1 (0.37%) Windows Server
Processes & Methodologies
1 164 (60.29%) Agile Software Development
2 111 (40.81%) DevOps
3 103 (37.87%) Microservices
4 68 (25.00%) TDD
5 62 (22.79%) Continuous Integration
6 60 (22.06%) Software Engineering
7 54 (19.85%) Scrum
7 54 (19.85%) Test Automation
8 47 (17.28%) BDD
9 35 (12.87%) Open Source
10 31 (11.40%) Continuous Delivery
11 28 (10.29%) SOA
12 27 (9.93%) Kanban
13 24 (8.82%) E-Commerce
14 21 (7.72%) Configuration Management
14 21 (7.72%) MVC
15 19 (6.99%) CQRS
16 18 (6.62%) Asset Management
16 18 (6.62%) Responsive Web Design
17 17 (6.25%) Domain-Driven Design
Programming Languages
1 146 (53.68%) Java
2 117 (43.01%) JavaScript
3 68 (25.00%) Python
4 64 (23.53%) SQL
5 46 (16.91%) ES6
6 30 (11.03%) GraphQL
7 27 (9.93%) Scala
8 24 (8.82%) C#
9 23 (8.46%) Ruby
10 20 (7.35%) TypeScript
11 18 (6.62%) Bash Shell
12 15 (5.51%) PHP
13 12 (4.41%) Objective-C
14 10 (3.68%) ES7
15 9 (3.31%) Go
16 8 (2.94%) ES8
17 6 (2.21%) PowerShell
18 4 (1.47%) Groovy
18 4 (1.47%) Perl
18 4 (1.47%) R
Qualifications
1 19 (6.99%) Security Cleared
2 17 (6.25%) Degree
3 15 (5.51%) SC Cleared
4 14 (5.15%) Computer Science Degree
5 2 (0.74%) Master's Degree
5 2 (0.74%) PhD
6 1 (0.37%) AWS Certification
6 1 (0.37%) BPSS Clearance
6 1 (0.37%) ISEB
6 1 (0.37%) ISTQB
6 1 (0.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 26 (9.56%) QA
2 5 (1.84%) GDPR
3 2 (0.74%) GCP
3 2 (0.74%) ISO/IEC 27001
4 1 (0.37%) Data Quality
4 1 (0.37%) PSD2
System Software
1 74 (27.21%) Docker
2 2 (0.74%) Apache Flume
2 2 (0.74%) Virtual Machines
2 2 (0.74%) VMware Infrastructure
3 1 (0.37%) GlusterFS
3 1 (0.37%) Xen
Systems Management
1 46 (16.91%) Terraform
2 41 (15.07%) Ansible
3 26 (9.56%) Kubernetes
4 21 (7.72%) Puppet
5 17 (6.25%) Opscode Chef
6 13 (4.78%) Kibana
7 11 (4.04%) logstash
8 10 (3.68%) Packer
9 8 (2.94%) collectd
9 8 (2.94%) StatsD
10 5 (1.84%) Business Desktop Deployment
10 5 (1.84%) Mesos
10 5 (1.84%) Oozie
10 5 (1.84%) Salt
11 3 (1.10%) Docker Swarm
11 3 (1.10%) Grafana
12 2 (0.74%) Ambari
12 2 (0.74%) Graphite
12 2 (0.74%) ZABBIX
13 1 (0.37%) OSSEC
Vendors
1 38 (13.97%) Google
2 18 (6.62%) Oracle
3 16 (5.88%) IBM
4 13 (4.78%) MuleSoft
5 12 (4.41%) Splunk
6 11 (4.04%) Apple
7 9 (3.31%) SaltStack
8 7 (2.57%) Adobe
8 7 (2.57%) Microsoft
8 7 (2.57%) VMware
9 5 (1.84%) New Relic
10 4 (1.47%) Atlassian
10 4 (1.47%) Elastic Path
10 4 (1.47%) Rackspace
10 4 (1.47%) Salesforce.com
10 4 (1.47%) Sonatype
10 4 (1.47%) Talend
11 3 (1.10%) Capita
11 3 (1.10%) Red Hat
12 2 (0.74%) Databricks