Period
to 18 October 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 18 October 2017 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
18 Oct 2017
Same period 2016 Same period 2015
Rank 665 924 1152
Rank change year-on-year +259 +228 +18
Permanent jobs citing Amazon DynamoDB 561 298 163
As % of all permanent IT jobs advertised in the UK 0.32% 0.16% 0.075%
As % of the Database & Business Intelligence category 1.05% 0.52% 0.24%
Number of salaries quoted 467 255 127
UK median annual salary £60,000 £57,500 £52,500
Median salary % change year-on-year +4.35% +9.52% -8.70%
10th Percentile £35,000 £35,000 £31,250
90th Percentile £85,000 £87,500 £72,500
UK excluding London median annual salary £52,500 £55,000 £50,000
% change year-on-year -4.55% +10.00% +25.00%

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 permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53272 56785 68769
As % of all permanent IT jobs advertised in the UK 30.50% 29.62% 31.57%
Number of salaries quoted 43787 48331 58015
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 18 October 2017.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 13 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 18 October 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 +281 552 £60,000 - 55
London +115 285 £67,500 +12.50% 36
UK excluding London +200 272 £52,500 -4.55% 21
South West +70 101 £46,250 -15.91% 6
South East +109 96 £62,500 +19.05% 5
North of England +49 47 £45,000 +24.14% 4
North West +35 43 £45,000 +5.88% 3
East of England +12 14 £60,000 +4.35% 2
Midlands +41 7 £55,000 +4.76% 2
West Midlands +29 7 £55,000 +4.76% 1
Wales +21 5 £50,000 +25.00%
North East +19 4 £45,000 +4.65% 1
Scotland - 2 - - 2

For the 6 months to 18 October 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.

1 490 (87.34%) Amazon AWS
2 326 (58.11%) Agile Software Development
3 306 (54.55%) NoSQL
4 305 (54.37%) TDD
5 287 (51.16%) Java
6 239 (42.60%) MongoDB
7 214 (38.15%) Web Services
8 209 (37.25%) JavaScript
9 208 (37.08%) Linux
10 183 (32.62%) Finance
11 180 (32.09%) Node.js
12 163 (29.06%) SQL
13 162 (28.88%) Amazon EC2
13 162 (28.88%) Git (software)
14 161 (28.70%) Spring
15 160 (28.52%) Scrum
15 160 (28.52%) Elasticsearch
16 152 (27.09%) Docker
17 150 (26.74%) Marketing
18 144 (25.67%) Apache Cassandra
19 136 (24.24%) MySQL
20 132 (23.53%) Business Intelligence
20 132 (23.53%) Microservices
21 122 (21.75%) C#
21 122 (21.75%) REST
22 120 (21.39%) Telecoms
23 119 (21.21%) MVC
23 119 (21.21%) JUnit
24 116 (20.68%) Continuous Integration
25 115 (20.50%) 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
1 160 (28.52%) Elasticsearch
2 72 (12.83%) Tomcat
3 63 (11.23%) JBoss
4 59 (10.52%) Mule
4 59 (10.52%) Mule ESB
5 39 (6.95%) Apache Spark
6 29 (5.17%) Apache
7 26 (4.63%) CMS
8 17 (3.03%) Apache Solr
9 14 (2.50%) Apache Pig
10 13 (2.32%) nginx
11 11 (1.96%) Umbraco
12 9 (1.60%) Confluence
13 8 (1.43%) SAS
14 7 (1.25%) WordPress
15 5 (0.89%) OpenStack
16 3 (0.53%) Jetty
17 2 (0.36%) NServiceBus
17 2 (0.36%) WebLogic
18 1 (0.18%) Joomla!
Applications
1 2 (0.36%) GNU Octave
2 1 (0.18%) HipChat
Cloud Services
1 490 (87.34%) Amazon AWS
2 162 (28.88%) Amazon EC2
3 104 (18.54%) Serverless
4 99 (17.65%) Amazon SQS
5 81 (14.44%) Amazon S3
6 63 (11.23%) AWS Lambda
7 60 (10.70%) SaaS
8 59 (10.52%) Microsoft Azure
9 39 (6.95%) Route 53
10 36 (6.42%) Amazon ElastiCache
11 34 (6.06%) AWS CloudFormation
12 33 (5.88%) AWS Elastic Beanstalk
13 32 (5.70%) Google Cloud Platform
14 30 (5.35%) GitHub
15 29 (5.17%) Amazon CloudWatch
16 22 (3.92%) Adobe Analytics
16 22 (3.92%) Amazon Kinesis
17 18 (3.21%) CloudFront
18 13 (2.32%) Amazon EMR
18 13 (2.32%) Virtual Private Cloud
Communications & Networking
1 36 (6.42%) AMQP
2 28 (4.99%) HTTP
3 11 (1.96%) DNS
3 11 (1.96%) Internet
3 11 (1.96%) Wireless
4 7 (1.25%) SSL
4 7 (1.25%) VPN
5 4 (0.71%) SAN
6 3 (0.53%) Firewall
7 2 (0.36%) IPsec
7 2 (0.36%) Kerberos
7 2 (0.36%) LAN
7 2 (0.36%) NAS
7 2 (0.36%) Network Security
7 2 (0.36%) OpenVPN
7 2 (0.36%) Skype
7 2 (0.36%) Software-Defined Networking
7 2 (0.36%) TCP/IP
7 2 (0.36%) WAN
8 1 (0.18%) DHCP
Database & Business Intelligence
1 306 (54.55%) NoSQL
2 239 (42.60%) MongoDB
3 144 (25.67%) Apache Cassandra
4 136 (24.24%) MySQL
5 81 (14.44%) PostgreSQL
6 77 (13.73%) SQL Server
7 71 (12.66%) Redis
8 49 (8.73%) Big Data
9 37 (6.60%) Amazon RDS
9 37 (6.60%) Hadoop
9 37 (6.60%) Relational Database
10 28 (4.99%) Neo4j
11 23 (4.10%) HBase
12 20 (3.57%) OLTP
13 19 (3.39%) SQL Server 2008
14 18 (3.21%) Amazon Aurora
15 17 (3.03%) SQL Server 2014
16 16 (2.85%) Apache Hive
17 13 (2.32%) Amazon Redshift
18 12 (2.14%) Blockchain
Development Applications
1 162 (28.88%) Git (software)
2 119 (21.21%) JUnit
3 96 (17.11%) JIRA
4 92 (16.40%) Jenkins
5 77 (13.73%) IntelliJ
6 64 (11.41%) TeamCity
7 43 (7.66%) Maven
8 42 (7.49%) Mocha
9 32 (5.70%) Gradle
10 31 (5.53%) Selenium
11 23 (4.10%) HP UFT
12 22 (3.92%) GitLab
12 22 (3.92%) Jasmine
12 22 (3.92%) Karma Test Runner
12 22 (3.92%) PhantomJS
13 21 (3.74%) Protractor
14 18 (3.21%) webpack
15 16 (2.85%) Cucumber
16 15 (2.67%) Babel
16 15 (2.67%) gulp
General
1 183 (32.62%) Finance
2 150 (26.74%) Marketing
3 120 (21.39%) Telecoms
4 105 (18.72%) Electronics
5 102 (18.18%) Manufacturing
6 85 (15.15%) Retail
7 21 (3.74%) Banking
8 20 (3.57%) Law
9 16 (2.85%) Pharmaceutical
10 8 (1.43%) Games
11 6 (1.07%) Advertising
11 6 (1.07%) Legal
11 6 (1.07%) Publishing
12 2 (0.36%) Digital Economy
12 2 (0.36%) Music Industry
12 2 (0.36%) Swedish Language
13 1 (0.18%) Automotive
13 1 (0.18%) Front Office
Job Titles
1 388 (69.16%) Developer
2 171 (30.48%) Java Developer
3 131 (23.35%) Senior Developer
4 77 (13.73%) Senior Java Developer
5 59 (10.52%) Full Stack Developer
6 58 (10.34%) JavaScript Developer
7 42 (7.49%) Angular Developer
8 40 (7.13%) Node.js Developer
9 38 (6.77%) .NET Developer
10 36 (6.42%) Digital Developer
10 36 (6.42%) Lead Developer
11 33 (5.88%) AWS Developer
12 31 (5.53%) DevOps Engineer
13 30 (5.35%) Software Engineer
14 28 (4.99%) C# Developer
14 28 (4.99%) Senior Full Stack Developer
15 27 (4.81%) Agile Developer
15 27 (4.81%) AWS Engineer
16 26 (4.63%) NoSQL Developer
17 19 (3.39%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 214 (38.15%) Web Services
2 180 (32.09%) Node.js
3 161 (28.70%) Spring
4 122 (21.75%) REST
5 109 (19.43%) AngularJS
6 106 (18.89%) RESTful
7 100 (17.83%) .NET
8 93 (16.58%) SOAP
9 92 (16.40%) React
10 91 (16.22%) JSON
11 88 (15.69%) XML
12 86 (15.33%) HTML
13 85 (15.15%) Hibernate
14 83 (14.80%) Spring MVC
15 78 (13.90%) CSS
16 75 (13.37%) JPA
16 75 (13.37%) Spring Integration
17 61 (10.87%) Apache Camel
18 55 (9.80%) HTML5
19 51 (9.09%) Kafka
Miscellaneous
1 61 (10.87%) User Experience
2 40 (7.13%) Enterprise Software
2 40 (7.13%) Mobile App
3 33 (5.88%) Fintech
4 21 (3.74%) iPad
4 21 (3.74%) iPhone
5 15 (2.67%) Analytical Skills
6 14 (2.50%) Greenfield Project
6 14 (2.50%) Linux Command Line
7 11 (1.96%) Computer Science
7 11 (1.96%) Social Media
8 10 (1.78%) Public Cloud
9 7 (1.25%) Cloud Native
10 5 (0.89%) Private Cloud
11 4 (0.71%) Algorithms
11 4 (0.71%) Blog
11 4 (0.71%) CMDB
12 3 (0.53%) BBC
12 3 (0.53%) Data Structures
12 3 (0.53%) STB
Operating Systems
1 208 (37.08%) Linux
2 40 (7.13%) Apple iOS
3 23 (4.10%) Windows
4 22 (3.92%) Android
5 19 (3.39%) Unix
6 16 (2.85%) Ubuntu
7 9 (1.60%) Debian
7 9 (1.60%) Red Hat Enterprise Linux
8 6 (1.07%) Windows Server
9 4 (0.71%) CentOS
9 4 (0.71%) Windows Server 2012
10 2 (0.36%) Data ONTAP
10 2 (0.36%) Windows Vista
11 1 (0.18%) CoreOS
11 1 (0.18%) Mac OS X
Processes & Methodologies
1 326 (58.11%) Agile Software Development
2 305 (54.37%) TDD
3 160 (28.52%) Scrum
4 132 (23.53%) Business Intelligence
4 132 (23.53%) Microservices
5 119 (21.21%) MVC
6 116 (20.68%) Continuous Integration
7 115 (20.50%) BDD
8 111 (19.79%) DevOps
9 106 (18.89%) E-Commerce
9 106 (18.89%) Kanban
10 105 (18.72%) Digital Marketing
11 102 (18.18%) Programme Management
11 102 (18.18%) Software Engineering
12 96 (17.11%) Integration Testing
13 74 (13.19%) Analytics
14 51 (9.09%) Unit Testing
15 50 (8.91%) Open Source
16 41 (7.31%) High Availability
17 40 (7.13%) Mentoring
Programming Languages
1 287 (51.16%) Java
2 209 (37.25%) JavaScript
3 163 (29.06%) SQL
4 122 (21.75%) C#
5 111 (19.79%) Python
6 65 (11.59%) ES6
6 65 (11.59%) PHP
7 64 (11.41%) Scala
8 41 (7.31%) Go
9 30 (5.35%) Ruby
10 24 (4.28%) Bash Shell
11 23 (4.10%) T-SQL
12 18 (3.21%) C++
13 16 (2.85%) GraphQL
14 12 (2.14%) PowerShell
15 11 (1.96%) C
15 11 (1.96%) Objective-C
15 11 (1.96%) R
16 10 (1.78%) Kotlin
17 9 (1.60%) Perl
Qualifications
1 20 (3.57%) Degree
2 9 (1.60%) Computer Science Degree
3 7 (1.25%) AWS Certification
4 4 (0.71%) ITIL Certification
5 2 (0.36%) Master's Degree
5 2 (0.36%) PhD
6 1 (0.18%) CESG Certified Professional
6 1 (0.18%) MBA
Quality Assurance & Compliance
1 13 (2.32%) QA
2 4 (0.71%) Data Quality
2 4 (0.71%) GDPR
3 3 (0.53%) GCP
System Software
1 152 (27.09%) Docker
2 6 (1.07%) HDFS
3 4 (0.71%) Shibboleth
4 3 (0.53%) Apache ZooKeeper
5 2 (0.36%) Virtual Machines
6 1 (0.18%) GlusterFS
6 1 (0.18%) Kamailio
6 1 (0.18%) VirtualBox
Systems Management
1 79 (14.08%) Ansible
2 75 (13.37%) Terraform
3 50 (8.91%) Puppet
4 45 (8.02%) Opscode Chef
5 41 (7.31%) Packer
6 38 (6.77%) Kibana
7 32 (5.70%) logstash
8 30 (5.35%) Kubernetes
9 12 (2.14%) Perfmon
10 7 (1.25%) Graylog
10 7 (1.25%) HAProxy
10 7 (1.25%) Salt
11 4 (0.71%) Docker Swarm
12 3 (0.53%) linkerd
12 3 (0.53%) Nagios
13 2 (0.36%) Ambari
13 2 (0.36%) Graphite
13 2 (0.36%) Microsoft Intune
13 2 (0.36%) Rancher
13 2 (0.36%) SCCM
Vendors
1 102 (18.18%) SAP
2 68 (12.12%) Apple
3 49 (8.73%) Microsoft
4 42 (7.49%) Google
5 25 (4.46%) Oracle
6 22 (3.92%) Adobe
7 18 (3.21%) New Relic
7 18 (3.21%) VMware
8 12 (2.14%) Splunk
8 12 (2.14%) Talend
9 10 (1.78%) Red Hat
10 7 (1.25%) Cloudera
11 6 (1.07%) Tableau
12 5 (0.89%) Hortonworks
12 5 (0.89%) SaltStack
12 5 (0.89%) Twitter
13 4 (0.71%) NetApp
13 4 (0.71%) Salesforce.com
13 4 (0.71%) Zend
14 3 (0.53%) Atlassian