Period
to 23 February 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 23 February 2018 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > England
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 674 825 970
Rank change year-on-year +151 +145 +120
Permanent jobs citing Amazon DynamoDB 522 338 289
As % of all permanent IT jobs advertised in England 0.32% 0.20% 0.15%
As % of the Database & Business Intelligence category 1.03% 0.68% 0.46%
Number of salaries quoted 464 299 238
England median annual salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.17% +4.35% +21.05%
10th Percentile £36,250 £39,750 £35,000
90th Percentile £90,000 £85,250 £68,750
UK median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +21.05%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50,490 49,545 63,156
As % of all permanent IT jobs advertised in England 30.62% 29.92% 31.78%
Number of salaries quoted 42,473 42,617 53,945
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £30,000 £28,750
90th Percentile £79,750 £77,500 £75,000
UK median annual salary £49,000 £47,500 £45,500
% change year-on-year +3.16% +4.40% +1.11%

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
Salary Trend in England

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

Salary trend for Amazon DynamoDB in England

Amazon DynamoDB
Salary Histogram in England

The salary distribution of IT jobs citing Amazon DynamoDB in England over the 6 months to 23 February 2018.

Salary histogram for Amazon DynamoDB in England

Amazon DynamoDB
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +76 306 £70,000 +12.00% 41
South East +73 81 £62,500 +4.17% 11
South West -2 56 £40,000 -23.81% 4
North of England +19 35 £46,250 +8.82% 6
North West +10 30 £47,500 - 5
East of England +13 25 £60,000 +20.00% 4
Midlands +20 19 £35,000 -26.32% 3
West Midlands -1 13 £35,000 -26.32% 1
East Midlands - 6 £35,000 - 2
North East -30 5 £45,000 +12.50%
Amazon DynamoDB
UK

For the 6 months to 23 February 2018, IT 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 permanent job ads across the England region with a requirement for Amazon DynamoDB.

1 438 (83.91%) Amazon AWS
2 286 (54.79%) Agile Software Development
3 265 (50.77%) Java
4 259 (49.62%) NoSQL
5 224 (42.91%) JavaScript
6 218 (41.76%) MongoDB
7 214 (41.00%) TDD
8 206 (39.46%) Node.js
9 197 (37.74%) Docker
10 156 (29.89%) Microservices
11 155 (29.69%) Linux
12 151 (28.93%) DevOps
13 144 (27.59%) SQL
14 142 (27.20%) Serverless
15 139 (26.63%) Python
15 139 (26.63%) Elasticsearch
16 136 (26.05%) Continuous Integration
17 134 (25.67%) Web Services
18 131 (25.10%) MySQL
19 123 (23.56%) Finance
19 123 (23.56%) Apache Cassandra
20 118 (22.61%) Spring
21 117 (22.41%) Git (software)
22 112 (21.46%) RESTful
22 112 (21.46%) Software Engineering
22 112 (21.46%) React
23 111 (21.26%) Jenkins
24 109 (20.88%) Amazon EC2
25 101 (19.35%) C#
26 100 (19.16%) REST

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
1 139 (26.63%) Elasticsearch
2 43 (8.24%) Tomcat
3 40 (7.66%) Apache Spark
4 28 (5.36%) Mule
5 25 (4.79%) JBoss
6 23 (4.41%) Mule ESB
7 22 (4.21%) CMS
8 21 (4.02%) Apache
8 21 (4.02%) nginx
9 20 (3.83%) Confluence
10 14 (2.68%) Apache Pig
11 11 (2.11%) Apache Solr
12 9 (1.72%) Jetty
12 9 (1.72%) Oracle SOA Suite
13 8 (1.53%) Umbraco
14 6 (1.15%) WordPress
15 4 (0.77%) NServiceBus
16 2 (0.38%) Adobe Experience Manager
16 2 (0.38%) Alfresco
16 2 (0.38%) SAS
Applications
1 6 (1.15%) GNU Octave
1 6 (1.15%) MS Visio
2 1 (0.19%) HipChat
Business Applications
1 1 (0.19%) Magento
Cloud Services
1 438 (83.91%) Amazon AWS
2 142 (27.20%) Serverless
3 109 (20.88%) Amazon EC2
4 94 (18.01%) Amazon S3
5 88 (16.86%) AWS Lambda
5 88 (16.86%) Microsoft Azure
6 53 (10.15%) Amazon SQS
7 40 (7.66%) Amazon Kinesis
8 38 (7.28%) AWS Elastic Beanstalk
8 38 (7.28%) GitHub
9 37 (7.09%) Cloud Computing
9 37 (7.09%) SaaS
10 35 (6.70%) Route 53
11 33 (6.32%) AWS CloudFormation
12 30 (5.75%) Amazon ElastiCache
13 29 (5.56%) CloudFront
14 27 (5.17%) Amazon CloudWatch
15 25 (4.79%) Google Cloud Platform
16 18 (3.45%) Virtual Private Cloud
17 13 (2.49%) Google Play
Communications & Networking
1 39 (7.47%) HTTP
2 14 (2.68%) AMQP
3 12 (2.30%) Firewall
4 10 (1.92%) SSL
5 9 (1.72%) Wireless
6 8 (1.53%) SAN
7 6 (1.15%) TCP/IP
7 6 (1.15%) VPN
8 5 (0.96%) DMZ
8 5 (0.96%) VoIP
9 4 (0.77%) DNS
10 3 (0.57%) DHCP
10 3 (0.57%) Kerberos
10 3 (0.57%) OpenVPN
11 2 (0.38%) FTP
11 2 (0.38%) Internet
11 2 (0.38%) IPsec
11 2 (0.38%) SMS
12 1 (0.19%) SMTP
12 1 (0.19%) WAN
Database & Business Intelligence
1 259 (49.62%) NoSQL
2 218 (41.76%) MongoDB
3 131 (25.10%) MySQL
4 123 (23.56%) Apache Cassandra
5 88 (16.86%) PostgreSQL
6 67 (12.84%) Relational Database
7 64 (12.26%) Big Data
8 58 (11.11%) Neo4j
9 48 (9.20%) Redis
10 40 (7.66%) Amazon RDS
11 39 (7.47%) SQL Server
12 35 (6.70%) Hadoop
13 29 (5.56%) Amazon Redshift
14 24 (4.60%) CouchDB
15 17 (3.26%) JanusGraph
16 15 (2.87%) Apache Hive
16 15 (2.87%) RDBMS
16 15 (2.87%) SimpleDB
17 14 (2.68%) MariaDB
18 13 (2.49%) Data Lake
Development Applications
1 117 (22.41%) Git (software)
2 111 (21.26%) Jenkins
3 48 (9.20%) JIRA
3 48 (9.20%) JUnit
4 35 (6.70%) Cucumber
5 29 (5.56%) IntelliJ
6 28 (5.36%) gulp
7 26 (4.98%) Mocha
7 26 (4.98%) Selenium
8 25 (4.79%) TeamCity
9 24 (4.60%) Gradle
10 23 (4.41%) webpack
11 20 (3.83%) Grunt
12 19 (3.64%) SonarQube
13 17 (3.26%) Maven
13 17 (3.26%) Vagrant
14 15 (2.87%) Visual Studio
15 14 (2.68%) Appium
16 12 (2.30%) Atlassian Bamboo
16 12 (2.30%) Karma Test Runner
General
1 123 (23.56%) Finance
2 82 (15.71%) Telecoms
3 73 (13.98%) Marketing
4 52 (9.96%) Electronics
5 47 (9.00%) Manufacturing
6 36 (6.90%) Retail
7 31 (5.94%) Banking
8 11 (2.11%) Publishing
9 9 (1.72%) Automotive
10 8 (1.53%) Advertising
10 8 (1.53%) Legal
11 5 (0.96%) Swedish Language
12 4 (0.77%) Digital Economy
12 4 (0.77%) Games
13 1 (0.19%) Front Office
13 1 (0.19%) Pharmaceutical
Job Titles
1 314 (60.15%) Developer
2 110 (21.07%) Java Developer
3 78 (14.94%) Senior Developer
4 65 (12.45%) Node.js Developer
5 63 (12.07%) DevOps Engineer
6 60 (11.49%) AWS Developer
7 50 (9.58%) Full Stack Developer
8 44 (8.43%) Senior Java Developer
9 41 (7.85%) AWS Engineer
9 41 (7.85%) JavaScript Developer
10 32 (6.13%) .NET Developer
10 32 (6.13%) Architect
10 32 (6.13%) Lead Developer
10 32 (6.13%) Software Engineer
11 27 (5.17%) C# Developer
12 24 (4.60%) C# .NET Developer
13 23 (4.41%) Angular Developer
13 23 (4.41%) PHP Developer
14 21 (4.02%) Elasticsearch Developer
14 21 (4.02%) Technical Architect
Libraries, Frameworks & Software Standards
1 206 (39.46%) Node.js
2 134 (25.67%) Web Services
3 118 (22.61%) Spring
4 112 (21.46%) React
4 112 (21.46%) RESTful
5 100 (19.16%) REST
6 98 (18.77%) AngularJS
7 77 (14.75%) HTML
8 68 (13.03%) Kafka
9 65 (12.45%) .NET
10 61 (11.69%) CSS
11 52 (9.96%) HTML5
12 51 (9.77%) RabbitMQ
13 47 (9.00%) Elastic Stack
14 45 (8.62%) SOAP
15 38 (7.28%) Spring Boot
15 38 (7.28%) XML
16 35 (6.70%) Hibernate
17 34 (6.51%) Apache Camel
18 33 (6.32%) JSON
Miscellaneous
1 56 (10.73%) Fintech
2 44 (8.43%) User Experience
3 42 (8.05%) Mobile App
4 25 (4.79%) Analytical Skills
4 25 (4.79%) Greenfield Project
4 25 (4.79%) Public Cloud
5 24 (4.60%) Computer Science
6 18 (3.45%) Enterprise Software
6 18 (3.45%) Social Media
7 11 (2.11%) BBC
7 11 (2.11%) Data Centre
7 11 (2.11%) STB
8 10 (1.92%) Cloud Native
8 10 (1.92%) Linux Command Line
8 10 (1.92%) NHS
9 9 (1.72%) Algorithms
10 8 (1.53%) DataPower
11 6 (1.15%) Data Structures
11 6 (1.15%) Digital TV
11 6 (1.15%) e-Learning
Operating Systems
1 155 (29.69%) Linux
2 52 (9.96%) Unix
3 38 (7.28%) Android
3 38 (7.28%) Windows
4 30 (5.75%) Apple iOS
5 20 (3.83%) CentOS
6 14 (2.68%) Ubuntu
7 12 (2.30%) Windows Server
8 7 (1.34%) Data ONTAP
8 7 (1.34%) Red Hat Enterprise Linux
9 5 (0.96%) CoreOS
9 5 (0.96%) Windows Server 2012
10 2 (0.38%) Debian
10 2 (0.38%) Windows Vista
Processes & Methodologies
1 286 (54.79%) Agile Software Development
2 214 (41.00%) TDD
3 156 (29.89%) Microservices
4 151 (28.93%) DevOps
5 136 (26.05%) Continuous Integration
6 112 (21.46%) Software Engineering
7 89 (17.05%) Test Automation
8 80 (15.33%) Scrum
9 75 (14.37%) Open Source
10 63 (12.07%) BDD
11 55 (10.54%) Kanban
12 53 (10.15%) Business Intelligence
12 53 (10.15%) E-Commerce
13 52 (9.96%) SOA
14 50 (9.58%) Digital Marketing
15 49 (9.39%) Unit Testing
16 48 (9.20%) Analytics
16 48 (9.20%) MVC
17 47 (9.00%) Programme Management
18 45 (8.62%) Integration Testing
Programming Languages
1 265 (50.77%) Java
2 224 (42.91%) JavaScript
3 144 (27.59%) SQL
4 139 (26.63%) Python
5 101 (19.35%) C#
6 90 (17.24%) Go
7 77 (14.75%) ES6
8 65 (12.45%) PHP
9 62 (11.88%) Scala
10 49 (9.39%) Ruby
11 27 (5.17%) TypeScript
12 22 (4.21%) Bash Shell
13 21 (4.02%) C++
13 21 (4.02%) Clojure
13 21 (4.02%) GraphQL
14 20 (3.83%) Groovy
15 18 (3.45%) R
16 16 (3.07%) Objective-C
17 15 (2.87%) T-SQL
18 11 (2.11%) C
Qualifications
1 29 (5.56%) Degree
2 13 (2.49%) Computer Science Degree
3 12 (2.30%) AWS Certification
4 7 (1.34%) ITIL Certification
5 6 (1.15%) PhD
6 4 (0.77%) CESG Certified Professional
7 3 (0.57%) Security Cleared
8 2 (0.38%) Master's Degree
8 2 (0.38%) Numerate Degree
8 2 (0.38%) SC Cleared
9 1 (0.19%) BPSS Clearance
9 1 (0.19%) MBA
Quality Assurance & Compliance
1 11 (2.11%) QA
2 6 (1.15%) PCI DSS
3 2 (0.38%) Data Quality
System Software
1 197 (37.74%) Docker
2 13 (2.49%) Virtual Machines
3 9 (1.72%) HDFS
4 7 (1.34%) VMware Infrastructure
5 5 (0.96%) Apache ZooKeeper
5 5 (0.96%) GlusterFS
6 4 (0.77%) VirtualBox
7 1 (0.19%) Active Directory
7 1 (0.19%) Hyper-V
7 1 (0.19%) Kamailio
7 1 (0.19%) LXC
7 1 (0.19%) NFS
Systems Management
1 84 (16.09%) Terraform
2 77 (14.75%) Ansible
3 72 (13.79%) Puppet
4 52 (9.96%) Opscode Chef
5 39 (7.47%) Kubernetes
6 38 (7.28%) Kibana
6 38 (7.28%) logstash
6 38 (7.28%) Packer
7 8 (1.53%) Docker Swarm
8 7 (1.34%) Graphite
9 6 (1.15%) HAProxy
9 6 (1.15%) Mesos
10 5 (0.96%) Nagios
11 4 (0.77%) OSSEC
11 4 (0.77%) Rancher
12 3 (0.57%) Grafana
12 3 (0.57%) Perfmon
13 2 (0.38%) Consul
13 2 (0.38%) Graylog
13 2 (0.38%) Salt
Vendors
1 75 (14.37%) Microsoft
2 47 (9.00%) Oracle
2 47 (9.00%) SAP
3 41 (7.85%) Google
4 36 (6.90%) Apple
5 22 (4.21%) New Relic
6 18 (3.45%) Red Hat
6 18 (3.45%) Splunk
6 18 (3.45%) VMware
7 11 (2.11%) Arqiva
7 11 (2.11%) BT
7 11 (2.11%) Zend
8 9 (1.72%) SaltStack
9 8 (1.53%) Databricks
9 8 (1.53%) NetApp
10 5 (0.96%) ServiceNow
11 4 (0.77%) MuleSoft
12 3 (0.57%) Adobe
12 3 (0.57%) Atlassian
12 3 (0.57%) Hortonworks