Period
to 16 January 2018

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 16 January 2018 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 674 888 1043
Rank change year-on-year +214 +155 +87
Permanent jobs citing Amazon DynamoDB 552 310 234
As % of all permanent IT jobs advertised in the UK 0.32% 0.18% 0.11%
As % of the Database & Business Intelligence category 1.04% 0.59% 0.36%
Number of salaries quoted 470 273 193
UK median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +15.00%
10th Percentile £35,000 £37,500 £35,000
90th Percentile £90,000 £87,500 £72,000
UK excluding London median annual salary £50,000 £52,500 £57,500
% change year-on-year -4.76% -8.70% +43.75%

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 52,950 52,702 65,454
As % of all permanent IT jobs advertised in the UK 30.53% 29.86% 31.62%
Number of salaries quoted 43,880 45,084 55,293
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.12%
10th Percentile £30,000 £29,500 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 16 January 2018.

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 16 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +189 536 £60,000 - 104
London +102 287 £70,000 +16.67% 62
UK excluding London +149 259 £50,000 -4.76% 43
South East +85 91 £62,500 +13.64% 9
South West +36 80 £43,750 -16.67% 5
North of England +32 42 £46,250 +8.82% 5
North West +25 37 £47,500 +11.76% 5
East of England +6 22 £60,000 +20.00% 9
Midlands +20 14 £35,000 -20.00% 14
West Midlands +6 13 £35,000 -20.00% 11
Wales +20 5 £50,000 +25.00%
North East -22 5 £45,000 +12.50%
Scotland - 5 £42,500 - 1
East Midlands - 1 £32,500 - 3

For the 6 months to 16 January 2018, 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.

1 467 (84.60%) Amazon AWS
2 304 (55.07%) NoSQL
3 298 (53.99%) Agile Software Development
4 294 (53.26%) Java
5 260 (47.10%) TDD
6 227 (41.12%) MongoDB
7 223 (40.40%) JavaScript
8 203 (36.78%) Node.js
9 183 (33.15%) Docker
10 182 (32.97%) Linux
11 169 (30.62%) Web Services
12 160 (28.99%) SQL
13 153 (27.72%) Finance
14 152 (27.54%) Microservices
15 151 (27.36%) Amazon EC2
16 149 (26.99%) Elasticsearch
16 149 (26.99%) DevOps
17 139 (25.18%) Apache Cassandra
18 138 (25.00%) Spring
18 138 (25.00%) Serverless
19 130 (23.55%) Python
20 127 (23.01%) MySQL
20 127 (23.01%) Continuous Integration
21 125 (22.64%) Git (software)
22 123 (22.28%) C#
23 111 (20.11%) Software Engineering
24 110 (19.93%) RESTful
25 109 (19.75%) REST
25 109 (19.75%) React
26 108 (19.57%) Amazon S3

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
1 149 (26.99%) Elasticsearch
2 61 (11.05%) Tomcat
3 53 (9.60%) JBoss
4 51 (9.24%) Mule
5 48 (8.70%) Mule ESB
6 43 (7.79%) Apache Spark
7 36 (6.52%) CMS
8 21 (3.80%) nginx
9 17 (3.08%) Confluence
10 16 (2.90%) Apache
11 14 (2.54%) Apache Pig
12 12 (2.17%) Apache Solr
13 11 (1.99%) Umbraco
14 8 (1.45%) Jetty
15 6 (1.09%) SAS
15 6 (1.09%) WordPress
16 5 (0.91%) OpenStack
17 4 (0.72%) NServiceBus
17 4 (0.72%) Oracle SOA Suite
18 3 (0.54%) WebLogic
Applications
1 6 (1.09%) MS Visio
2 5 (0.91%) GNU Octave
3 1 (0.18%) HipChat
Business Applications
1 1 (0.18%) Magento
Cloud Services
1 467 (84.60%) Amazon AWS
2 151 (27.36%) Amazon EC2
3 138 (25.00%) Serverless
4 108 (19.57%) Amazon S3
5 81 (14.67%) AWS Lambda
6 73 (13.22%) Amazon SQS
6 73 (13.22%) Microsoft Azure
7 64 (11.59%) SaaS
8 47 (8.51%) Route 53
9 43 (7.79%) AWS Elastic Beanstalk
10 40 (7.25%) Amazon ElastiCache
10 40 (7.25%) Amazon Kinesis
11 37 (6.70%) GitHub
12 32 (5.80%) AWS CloudFormation
13 31 (5.62%) Amazon CloudWatch
13 31 (5.62%) CloudFront
14 29 (5.25%) Google Cloud Platform
15 22 (3.99%) Cloud Computing
16 17 (3.08%) Virtual Private Cloud
17 13 (2.36%) Google Play
Communications & Networking
1 29 (5.25%) HTTP
2 22 (3.99%) AMQP
3 13 (2.36%) SSL
4 11 (1.99%) Wireless
5 10 (1.81%) VPN
6 9 (1.63%) DNS
7 8 (1.45%) SAN
8 7 (1.27%) Internet
9 6 (1.09%) TCP/IP
10 5 (0.91%) Firewall
10 5 (0.91%) VoIP
11 4 (0.72%) Kerberos
12 3 (0.54%) DHCP
12 3 (0.54%) OpenVPN
13 2 (0.36%) FTP
13 2 (0.36%) IPsec
13 2 (0.36%) NAS
13 2 (0.36%) Network Security
13 2 (0.36%) SMS
14 1 (0.18%) LDAP
Database & Business Intelligence
1 304 (55.07%) NoSQL
2 227 (41.12%) MongoDB
3 139 (25.18%) Apache Cassandra
4 127 (23.01%) MySQL
5 93 (16.85%) PostgreSQL
6 65 (11.78%) Big Data
7 64 (11.59%) Redis
8 59 (10.69%) SQL Server
9 49 (8.88%) Relational Database
10 48 (8.70%) Amazon RDS
11 43 (7.79%) Neo4j
12 35 (6.34%) Hadoop
13 31 (5.62%) Amazon Redshift
14 20 (3.62%) Amazon Aurora
14 20 (3.62%) HBase
15 17 (3.08%) JanusGraph
16 16 (2.90%) SQL Server 2008
17 15 (2.72%) Apache Hive
17 15 (2.72%) OLTP
17 15 (2.72%) SimpleDB
Development Applications
1 125 (22.64%) Git (software)
2 106 (19.20%) Jenkins
3 77 (13.95%) JUnit
4 70 (12.68%) JIRA
5 52 (9.42%) IntelliJ
6 46 (8.33%) TeamCity
7 33 (5.98%) Mocha
8 31 (5.62%) Cucumber
9 27 (4.89%) Maven
9 27 (4.89%) Selenium
10 24 (4.35%) gulp
11 22 (3.99%) Gradle
12 18 (3.26%) webpack
13 17 (3.08%) Grunt
13 17 (3.08%) SonarQube
14 15 (2.72%) Atlassian Bamboo
14 15 (2.72%) Vagrant
14 15 (2.72%) Visual Studio
15 13 (2.36%) Travis CI
16 12 (2.17%) Karma Test Runner
General
1 153 (27.72%) Finance
2 99 (17.93%) Marketing
3 89 (16.12%) Telecoms
4 72 (13.04%) Electronics
5 71 (12.86%) Retail
6 66 (11.96%) Manufacturing
7 25 (4.53%) Banking
8 9 (1.63%) Advertising
8 9 (1.63%) Automotive
8 9 (1.63%) Legal
8 9 (1.63%) Publishing
9 6 (1.09%) Games
10 5 (0.91%) Swedish Language
11 4 (0.72%) Pharmaceutical
12 3 (0.54%) Digital Economy
12 3 (0.54%) Law
13 1 (0.18%) Front Office
Job Titles
1 345 (62.50%) Developer
2 133 (24.09%) Java Developer
3 110 (19.93%) Senior Developer
4 61 (11.05%) Senior Java Developer
5 59 (10.69%) Full Stack Developer
6 55 (9.96%) Node.js Developer
7 50 (9.06%) AWS Developer
7 50 (9.06%) DevOps Engineer
8 45 (8.15%) Lead Developer
9 43 (7.79%) JavaScript Developer
10 37 (6.70%) AWS Engineer
11 32 (5.80%) Software Engineer
12 30 (5.43%) .NET Developer
13 26 (4.71%) Elasticsearch Developer
14 25 (4.53%) C# Developer
15 24 (4.35%) Angular Developer
15 24 (4.35%) PHP Developer
16 21 (3.80%) AWS DevOps
16 21 (3.80%) AWS DevOps Engineer
16 21 (3.80%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 203 (36.78%) Node.js
2 169 (30.62%) Web Services
3 138 (25.00%) Spring
4 110 (19.93%) RESTful
5 109 (19.75%) React
5 109 (19.75%) REST
6 95 (17.21%) AngularJS
7 82 (14.86%) HTML
8 75 (13.59%) .NET
8 75 (13.59%) SOAP
9 68 (12.32%) CSS
10 65 (11.78%) JSON
11 64 (11.59%) XML
12 62 (11.23%) Kafka
13 58 (10.51%) Hibernate
14 55 (9.96%) Apache Camel
15 54 (9.78%) RabbitMQ
16 53 (9.60%) HTML5
17 52 (9.42%) Elastic Stack
18 50 (9.06%) Spring MVC
Miscellaneous
1 55 (9.96%) User Experience
2 50 (9.06%) Fintech
3 42 (7.61%) Mobile App
4 28 (5.07%) Enterprise Software
5 22 (3.99%) Analytical Skills
6 20 (3.62%) Computer Science
6 20 (3.62%) Greenfield Project
7 18 (3.26%) Public Cloud
7 18 (3.26%) Social Media
8 17 (3.08%) Linux Command Line
9 11 (1.99%) BBC
9 11 (1.99%) STB
10 10 (1.81%) Cloud Native
10 10 (1.81%) NHS
11 8 (1.45%) Data Centre
12 7 (1.27%) Algorithms
13 6 (1.09%) Data Structures
13 6 (1.09%) Digital TV
14 5 (0.91%) e-Learning
14 5 (0.91%) Equities
Operating Systems
1 182 (32.97%) Linux
2 44 (7.97%) Unix
3 33 (5.98%) Android
4 32 (5.80%) Apple iOS
5 30 (5.43%) Windows
6 18 (3.26%) CentOS
7 17 (3.08%) Ubuntu
8 13 (2.36%) Red Hat Enterprise Linux
9 12 (2.17%) Windows Server
10 6 (1.09%) Data ONTAP
11 5 (0.91%) CoreOS
11 5 (0.91%) Windows Server 2012
12 2 (0.36%) Debian
12 2 (0.36%) Windows Vista
Processes & Methodologies
1 298 (53.99%) Agile Software Development
2 260 (47.10%) TDD
3 152 (27.54%) Microservices
4 149 (26.99%) DevOps
5 127 (23.01%) Continuous Integration
6 111 (20.11%) Software Engineering
7 108 (19.57%) Scrum
8 92 (16.67%) BDD
9 88 (15.94%) E-Commerce
10 79 (14.31%) Business Intelligence
11 77 (13.95%) MVC
12 73 (13.22%) Integration Testing
12 73 (13.22%) Kanban
13 69 (12.50%) Digital Marketing
14 68 (12.32%) Unit Testing
15 67 (12.14%) Analytics
16 66 (11.96%) Open Source
16 66 (11.96%) Programme Management
17 58 (10.51%) Test Automation
18 40 (7.25%) Machine Learning
Programming Languages
1 294 (53.26%) Java
2 223 (40.40%) JavaScript
3 160 (28.99%) SQL
4 130 (23.55%) Python
5 123 (22.28%) C#
6 80 (14.49%) ES6
7 72 (13.04%) Go
8 68 (12.32%) PHP
9 56 (10.14%) Scala
10 54 (9.78%) Ruby
11 29 (5.25%) T-SQL
12 22 (3.99%) GraphQL
12 22 (3.99%) TypeScript
13 21 (3.80%) C++
13 21 (3.80%) Clojure
14 19 (3.44%) Bash Shell
15 18 (3.26%) R
16 16 (2.90%) Objective-C
17 13 (2.36%) Groovy
18 10 (1.81%) PHP 7
Qualifications
1 31 (5.62%) Degree
2 15 (2.72%) Computer Science Degree
3 9 (1.63%) ITIL Certification
4 8 (1.45%) AWS Certification
5 5 (0.91%) PhD
6 4 (0.72%) CESG Certified Professional
7 2 (0.36%) Master's Degree
7 2 (0.36%) Numerate Degree
7 2 (0.36%) SC Cleared
7 2 (0.36%) Security Cleared
8 1 (0.18%) MBA
Quality Assurance & Compliance
1 14 (2.54%) QA
2 4 (0.72%) Data Quality
System Software
1 183 (33.15%) Docker
2 13 (2.36%) Virtual Machines
3 8 (1.45%) HDFS
4 6 (1.09%) Apache ZooKeeper
5 5 (0.91%) GlusterFS
6 4 (0.72%) VirtualBox
7 1 (0.18%) Active Directory
7 1 (0.18%) Hyper-V
7 1 (0.18%) Kamailio
7 1 (0.18%) LXC
7 1 (0.18%) NFS
7 1 (0.18%) VMware Infrastructure
Systems Management
1 89 (16.12%) Ansible
2 86 (15.58%) Terraform
3 65 (11.78%) Puppet
4 54 (9.78%) Opscode Chef
5 41 (7.43%) Packer
6 39 (7.07%) Kibana
6 39 (7.07%) logstash
7 37 (6.70%) Kubernetes
8 10 (1.81%) Perfmon
9 8 (1.45%) HAProxy
10 7 (1.27%) Docker Swarm
10 7 (1.27%) Graphite
10 7 (1.27%) Nagios
11 6 (1.09%) Graylog
12 4 (0.72%) Grafana
12 4 (0.72%) Mesos
12 4 (0.72%) OSSEC
12 4 (0.72%) Rancher
13 3 (0.54%) linkerd
14 2 (0.36%) Consul
Vendors
1 66 (11.96%) Microsoft
1 66 (11.96%) SAP
2 61 (11.05%) Apple
3 45 (8.15%) Google
4 33 (5.98%) Oracle
5 28 (5.07%) New Relic
6 22 (3.99%) Red Hat
7 19 (3.44%) Splunk
8 16 (2.90%) VMware
9 11 (1.99%) Arqiva
9 11 (1.99%) BT
9 11 (1.99%) SaltStack
10 10 (1.81%) Zend
11 8 (1.45%) Databricks
11 8 (1.45%) NetApp
12 6 (1.09%) Adobe
12 6 (1.09%) Talend
13 4 (0.72%) Hortonworks
13 4 (0.72%) Tableau
14 3 (0.54%) Ogone