Period
to 21 August 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon DynamoDB over the 6 months to 21 August 2017 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 703 949 1170
Rank change year-on-year +246 +221 -30
Permanent jobs citing Amazon DynamoDB 525 312 131
As % of all permanent IT jobs advertised in the UK 0.30% 0.16% 0.060%
As % of the Database & Business Intelligence category 0.97% 0.53% 0.19%
Number of salaries quoted 428 266 116
UK median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - -2.13%
10th Percentile £35,875 £35,000 £29,375
90th Percentile £85,000 £87,500 £74,375
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +31.25%

Amazon DynamoDB is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 54090 59178 69332
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.03% 31.76%
Number of salaries quoted 44915 50531 58483
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon DynamoDB.

Salary trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Salary Histogram

The salary distribution of IT jobs citing Amazon DynamoDB over the 6 months to 21 August 2017.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon DynamoDB within the UK over the 6 months to 21 August 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +248 519 £60,000 - 42
London +199 291 £67,500 +8.00% 24
UK excluding London +132 232 £50,000 -9.09% 19
South West +63 96 £52,500 -12.50% 7
South East +79 68 £45,000 -14.29% 8
North of England -8 35 £41,250 -2.94% 3
North West -1 29 £47,500 +18.75% 3
East of England -14 14 £56,250 -6.25%
Midlands +40 13 £55,000 +18.92%
West Midlands +21 12 £55,000 +18.92%
North East - 6 £35,000 -
Wales +17 4 £33,750 -15.63%
Scotland - 2 - - 1
East Midlands - 1 £67,500 -

For the 6 months to 21 August 2017, IT 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 job ads with a requirement for Amazon DynamoDB.

1 474 (90.29%) Amazon AWS
2 335 (63.81%) Agile Software Development
3 301 (57.33%) NoSQL
4 294 (56.00%) TDD
5 283 (53.90%) Java
6 250 (47.62%) MongoDB
7 225 (42.86%) Linux
8 205 (39.05%) Web Services
9 183 (34.86%) JavaScript
10 181 (34.48%) Node.js
11 177 (33.71%) Finance
12 171 (32.57%) Scrum
13 163 (31.05%) Amazon EC2
14 161 (30.67%) Git (software)
15 152 (28.95%) Apache Cassandra
15 152 (28.95%) Spring
16 144 (27.43%) Marketing
17 143 (27.24%) Business Intelligence
18 138 (26.29%) Kanban
19 131 (24.95%) .NET
20 130 (24.76%) Elasticsearch
21 129 (24.57%) REST
22 128 (24.38%) MVC
23 127 (24.19%) Telecoms
24 126 (24.00%) Docker
25 125 (23.81%) SQL
25 125 (23.81%) JUnit
26 121 (23.05%) MySQL
26 121 (23.05%) Microservices
27 111 (21.14%) BDD

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
1 130 (24.76%) Elasticsearch
2 76 (14.48%) Tomcat
3 67 (12.76%) JBoss
4 64 (12.19%) Mule
4 64 (12.19%) Mule ESB
5 48 (9.14%) Apache
6 42 (8.00%) Apache Spark
7 18 (3.43%) Apache Solr
8 16 (3.05%) nginx
9 14 (2.67%) Apache Pig
10 13 (2.48%) CMS
11 7 (1.33%) SAS
11 7 (1.33%) Umbraco
12 6 (1.14%) Confluence
13 4 (0.76%) ArcGIS
14 3 (0.57%) WordPress
15 2 (0.38%) Drupal
15 2 (0.38%) IIS
15 2 (0.38%) Kentico
15 2 (0.38%) MS Exchange
Applications
1 1 (0.19%) GNU Octave
Business Applications
1 2 (0.38%) Magento
Cloud Services
1 474 (90.29%) Amazon AWS
2 163 (31.05%) Amazon EC2
3 95 (18.10%) Amazon SQS
4 68 (12.95%) Amazon S3
5 62 (11.81%) SaaS
6 57 (10.86%) Microsoft Azure
7 54 (10.29%) AWS Lambda
8 33 (6.29%) Amazon ElastiCache
9 30 (5.71%) AWS CloudFormation
10 29 (5.52%) GitHub
11 28 (5.33%) Adobe Analytics
12 27 (5.14%) Amazon CloudWatch
12 27 (5.14%) Route 53
13 26 (4.95%) Google Cloud Platform
14 24 (4.57%) AWS Elastic Beanstalk
15 19 (3.62%) CloudFront
16 17 (3.24%) Virtual Private Cloud
17 13 (2.48%) Amazon EMR
18 9 (1.71%) Amazon Kinesis
18 9 (1.71%) Cloud Computing
Communications & Networking
1 28 (5.33%) AMQP
2 26 (4.95%) HTTP
3 15 (2.86%) Internet
4 9 (1.71%) DNS
5 7 (1.33%) LAN
5 7 (1.33%) SSL
5 7 (1.33%) WAN
6 4 (0.76%) LDAP
6 4 (0.76%) Software-Defined Networking
7 3 (0.57%) Network Security
7 3 (0.57%) Skype
8 2 (0.38%) VPN
8 2 (0.38%) Wireless
9 1 (0.19%) Asterisk PBX
9 1 (0.19%) Firewall
9 1 (0.19%) Kerberos
9 1 (0.19%) SAN
9 1 (0.19%) VoIP
Database & Business Intelligence
1 301 (57.33%) NoSQL
2 250 (47.62%) MongoDB
3 152 (28.95%) Apache Cassandra
4 121 (23.05%) MySQL
5 83 (15.81%) PostgreSQL
6 73 (13.90%) SQL Server
7 57 (10.86%) Redis
8 46 (8.76%) Hadoop
9 33 (6.29%) Blockchain
10 32 (6.10%) Relational Database
11 27 (5.14%) Big Data
12 26 (4.95%) Neo4j
13 20 (3.81%) HBase
14 18 (3.43%) Amazon RDS
15 16 (3.05%) Apache Hive
16 15 (2.86%) RDBMS
17 14 (2.67%) OLTP
18 12 (2.29%) SQL Server 2008
18 12 (2.29%) SQL Server 2014
19 7 (1.33%) CouchDB
Development Applications
1 161 (30.67%) Git (software)
2 125 (23.81%) JUnit
3 108 (20.57%) JIRA
4 84 (16.00%) IntelliJ
5 70 (13.33%) Jenkins
6 64 (12.19%) TeamCity
7 35 (6.67%) Maven
8 33 (6.29%) Selenium
8 33 (6.29%) webpack
9 31 (5.90%) Babel
10 30 (5.71%) Gradle
11 29 (5.52%) GitLab
12 28 (5.33%) Jasmine
12 28 (5.33%) Karma Test Runner
12 28 (5.33%) PhantomJS
13 25 (4.76%) Mocha
14 22 (4.19%) HP UFT
15 21 (4.00%) Protractor
16 12 (2.29%) Ant
16 12 (2.29%) Talend Open Studio
General
1 177 (33.71%) Finance
2 144 (27.43%) Marketing
3 127 (24.19%) Telecoms
4 104 (19.81%) Electronics
5 103 (19.62%) Manufacturing
6 92 (17.52%) Retail
7 24 (4.57%) Law
8 19 (3.62%) Pharmaceutical
9 12 (2.29%) Banking
10 7 (1.33%) Advertising
11 6 (1.14%) Games
12 5 (0.95%) Legal
13 3 (0.57%) Automotive
14 2 (0.38%) Music Industry
Job Titles
1 370 (70.48%) Developer
2 174 (33.14%) Java Developer
3 123 (23.43%) Senior Developer
4 69 (13.14%) Senior Java Developer
5 50 (9.52%) JavaScript Developer
6 43 (8.19%) Digital Developer
7 42 (8.00%) AWS Developer
8 40 (7.62%) .NET Developer
9 37 (7.05%) Agile Developer
10 35 (6.67%) Angular Developer
10 35 (6.67%) Full Stack Developer
11 34 (6.48%) Node.js Developer
12 32 (6.10%) Software Engineer
13 31 (5.90%) DevOps Engineer
13 31 (5.90%) Lead Developer
14 25 (4.76%) Architect
14 25 (4.76%) C# Developer
15 23 (4.38%) AWS Engineer
15 23 (4.38%) Senior Full Stack Developer
16 22 (4.19%) NoSQL Developer
Libraries, Frameworks & Software Standards
1 205 (39.05%) Web Services
2 181 (34.48%) Node.js
3 152 (28.95%) Spring
4 131 (24.95%) .NET
5 129 (24.57%) REST
6 109 (20.76%) JSON
7 99 (18.86%) AngularJS
8 98 (18.67%) Hibernate
9 97 (18.48%) XML
10 95 (18.10%) Spring MVC
11 93 (17.71%) SOAP
12 84 (16.00%) JPA
12 84 (16.00%) Spring Integration
13 79 (15.05%) React
14 78 (14.86%) RESTful
15 76 (14.48%) HTML
16 67 (12.76%) CSS
17 65 (12.38%) Apache Camel
18 57 (10.86%) Kafka
19 53 (10.10%) HTML5
Miscellaneous
1 47 (8.95%) User Experience
2 37 (7.05%) Enterprise Software
3 32 (6.10%) Mobile App
4 26 (4.95%) iPad
4 26 (4.95%) iPhone
5 24 (4.57%) Fintech
6 19 (3.62%) Computer Science
7 17 (3.24%) Analytical Skills
8 12 (2.29%) Greenfield Project
9 10 (1.90%) Linux Command Line
10 7 (1.33%) Social Media
11 6 (1.14%) Public Cloud
12 5 (0.95%) Algorithms
12 5 (0.95%) Data Centre
12 5 (0.95%) Management Information System
13 4 (0.76%) Blog
13 4 (0.76%) CMDB
13 4 (0.76%) CUDA
14 3 (0.57%) Mobile Payment
15 2 (0.38%) Digital Media
Operating Systems
1 225 (42.86%) Linux
2 35 (6.67%) Apple iOS
3 24 (4.57%) Windows
4 23 (4.38%) Unix
5 18 (3.43%) Ubuntu
6 17 (3.24%) Debian
7 11 (2.10%) Windows Server
8 10 (1.90%) Android
9 5 (0.95%) Windows Server 2012
10 3 (0.57%) CentOS
11 2 (0.38%) Red Hat Enterprise Linux
11 2 (0.38%) Windows Server 2008
12 1 (0.19%) Data ONTAP
12 1 (0.19%) Mac OS X
12 1 (0.19%) Windows Mobile
Processes & Methodologies
1 335 (63.81%) Agile Software Development
2 294 (56.00%) TDD
3 171 (32.57%) Scrum
4 143 (27.24%) Business Intelligence
5 138 (26.29%) Kanban
6 128 (24.38%) MVC
7 121 (23.05%) Microservices
8 111 (21.14%) BDD
9 110 (20.95%) Continuous Integration
10 106 (20.19%) E-Commerce
11 103 (19.62%) Digital Marketing
11 103 (19.62%) Programme Management
11 103 (19.62%) Software Engineering
12 92 (17.52%) DevOps
13 87 (16.57%) Integration Testing
14 60 (11.43%) Analytics
15 53 (10.10%) Pair Programming
16 50 (9.52%) Open Source
17 44 (8.38%) Continuous Delivery
18 43 (8.19%) Mentoring
Programming Languages
1 283 (53.90%) Java
2 183 (34.86%) JavaScript
3 125 (23.81%) SQL
4 99 (18.86%) C#
4 99 (18.86%) Python
5 76 (14.48%) Scala
6 71 (13.52%) PHP
7 68 (12.95%) ES6
8 42 (8.00%) Go
9 34 (6.48%) Bash Shell
10 30 (5.71%) Ruby
11 19 (3.62%) PowerShell
12 16 (3.05%) GraphQL
13 15 (2.86%) T-SQL
14 14 (2.67%) Perl
15 13 (2.48%) F#
16 12 (2.29%) C++
17 10 (1.90%) C
18 9 (1.71%) Elixir
19 8 (1.52%) Kotlin
Qualifications
1 25 (4.76%) Degree
2 9 (1.71%) Computer Science Degree
3 3 (0.57%) AWS Certification
4 2 (0.38%) ITIL Certification
4 2 (0.38%) Sun Certification
5 1 (0.19%) CSQA
5 1 (0.19%) ISTQB
5 1 (0.19%) ISTQB Foundation Certification
5 1 (0.19%) Master's Degree
5 1 (0.19%) Numerate Degree
5 1 (0.19%) PhD
5 1 (0.19%) Security Cleared
Quality Assurance & Compliance
1 11 (2.10%) QA
2 6 (1.14%) GCP
3 4 (0.76%) GDPR
4 2 (0.38%) Data Quality
5 1 (0.19%) ISO/IEC 27001
5 1 (0.19%) PCI DSS
System Software
1 126 (24.00%) Docker
2 9 (1.71%) Shibboleth
3 6 (1.14%) HDFS
4 3 (0.57%) VMware Infrastructure
5 2 (0.38%) VMware ESXi
6 1 (0.19%) Apache ZooKeeper
6 1 (0.19%) LXC
6 1 (0.19%) OpenSIPS
Systems Management
1 71 (13.52%) Terraform
2 57 (10.86%) Ansible
3 43 (8.19%) Puppet
4 39 (7.43%) Opscode Chef
5 38 (7.24%) Kubernetes
6 36 (6.86%) Kibana
7 35 (6.67%) Packer
8 30 (5.71%) logstash
9 9 (1.71%) Salt
10 7 (1.33%) Perfmon
11 6 (1.14%) SCCM
12 5 (0.95%) HAProxy
13 4 (0.76%) Graylog
13 4 (0.76%) Microsoft Intune
13 4 (0.76%) Nagios
14 3 (0.57%) cPanel
14 3 (0.57%) Galera Cluster
15 1 (0.19%) Docker Swarm
15 1 (0.19%) Grafana
15 1 (0.19%) Rancher
Vendors
1 103 (19.62%) SAP
2 65 (12.38%) Apple
3 37 (7.05%) Microsoft
4 34 (6.48%) Oracle
5 33 (6.29%) Google
6 28 (5.33%) Adobe
7 19 (3.62%) VMware
8 12 (2.29%) Talend
9 9 (1.71%) Cloudera
10 8 (1.52%) New Relic
11 7 (1.33%) Twitter
12 6 (1.14%) LANDesk
12 6 (1.14%) Red Hat
12 6 (1.14%) SolarWinds
12 6 (1.14%) Tableau
13 5 (0.95%) Hortonworks
14 4 (0.76%) MapR
14 4 (0.76%) Salesforce.com
14 4 (0.76%) Zend
15 3 (0.57%) Informatica