Period
to 21 August 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 21 August 2018 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK > England
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 644 698 931
Rank change year-on-year +54 +233 +238
Permanent jobs citing Amazon DynamoDB 557 519 308
As % of all permanent IT jobs advertised in England 0.35% 0.31% 0.17%
As % of the Database & Business Intelligence category 1.18% 1.03% 0.55%
Number of salaries quoted 506 426 262
England median annual salary £60,000 £60,000 £60,000
10th Percentile £37,500 £36,250 £35,000
90th Percentile £90,000 £85,000 £87,500
UK median annual salary £61,000 £60,000 £57,500
% change year-on-year +1.67% +4.35% -

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 47,382 50,517 55,794
As % of all permanent IT jobs advertised in England 30.03% 30.50% 30.05%
Number of salaries quoted 38,751 42,377 48,239
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £82,500 £77,500 £75,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 21 August 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 21 August 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 +9 279 £67,500 - 51
South East +12 78 £57,500 +27.78% 10
South West -23 65 £55,000 +4.76% 3
North of England +64 62 £47,500 +15.15% 22
Midlands +42 48 £55,000 - 5
North West +29 38 £53,750 +13.16% 12
West Midlands +55 37 £55,000 - 3
East of England +37 27 £63,750 +13.33% 7
North East -7 16 £30,000 -14.29% 1
East Midlands +10 11 £40,000 -40.74% 2
Yorkshire - 8 £50,000 - 9
Amazon DynamoDB
UK

For the 6 months to 21 August 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.

1 501 (89.95%) Amazon AWS
2 288 (51.71%) Agile Software Development
3 267 (47.94%) Java
4 252 (45.24%) NoSQL
5 200 (35.91%) DevOps
6 197 (35.37%) MongoDB
7 196 (35.19%) Python
8 190 (34.11%) JavaScript
8 190 (34.11%) Docker
9 187 (33.57%) SQL
10 177 (31.78%) Linux
11 176 (31.60%) Microservices
12 168 (30.16%) Serverless
13 164 (29.44%) Continuous Integration
14 148 (26.57%) Amazon EC2
15 146 (26.21%) Amazon S3
16 145 (26.03%) AWS Lambda
17 144 (25.85%) TDD
18 142 (25.49%) Software Engineering
18 142 (25.49%) Git (software)
19 140 (25.13%) Web Services
20 135 (24.24%) PostgreSQL
21 134 (24.06%) Node.js
22 127 (22.80%) Jenkins
23 120 (21.54%) Spring
24 109 (19.57%) Finance
25 107 (19.21%) Terraform
26 106 (19.03%) AngularJS
27 105 (18.85%) MySQL
28 103 (18.49%) 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 59 (10.59%) Elasticsearch
2 41 (7.36%) Tomcat
3 28 (5.03%) nginx
4 26 (4.67%) JBoss
5 24 (4.31%) Oracle SOA Suite
6 22 (3.95%) Apache Spark
7 21 (3.77%) CMS
8 20 (3.59%) Adobe Experience Manager
9 19 (3.41%) Mule
9 19 (3.41%) Mule ESB
10 14 (2.51%) Apache
10 14 (2.51%) Apache Pig
11 12 (2.15%) Confluence
11 12 (2.15%) Drupal
12 10 (1.80%) WebSphere
13 9 (1.62%) WebLogic
14 8 (1.44%) Jetty
15 7 (1.26%) Alfresco
15 7 (1.26%) OpenStack
16 6 (1.08%) WebSphere Application Server
Applications
1 11 (1.97%) GNU Octave
2 2 (0.36%) Microsoft Excel
2 2 (0.36%) Microsoft PowerPoint
3 1 (0.18%) Microsoft Office
3 1 (0.18%) S-PLUS
Business Applications
1 3 (0.54%) Magento
2 2 (0.36%) Remedy ITSM
3 1 (0.18%) Dynamics CRM
Cloud Services
1 501 (89.95%) Amazon AWS
2 168 (30.16%) Serverless
3 148 (26.57%) Amazon EC2
4 146 (26.21%) Amazon S3
5 145 (26.03%) AWS Lambda
6 89 (15.98%) Microsoft Azure
7 56 (10.05%) SaaS
8 55 (9.87%) Amazon SQS
9 53 (9.52%) Virtual Private Cloud
10 49 (8.80%) AWS CloudFormation
11 44 (7.90%) CloudFront
12 41 (7.36%) Google Cloud Platform
13 39 (7.00%) GitHub
14 37 (6.64%) Amazon Kinesis
15 35 (6.28%) Amazon CloudWatch
16 30 (5.39%) AWS Elastic Beanstalk
17 26 (4.67%) Route 53
18 23 (4.13%) Amazon ElastiCache
19 21 (3.77%) Cloud Computing
20 17 (3.05%) Amazon ELB
Communications & Networking
1 31 (5.57%) HTTP
2 26 (4.67%) DNS
3 17 (3.05%) SSL
4 10 (1.80%) TCP/IP
5 9 (1.62%) Internet
5 9 (1.62%) SMS
6 7 (1.26%) AMQP
7 6 (1.08%) Firewall
8 5 (0.90%) HTTPS
8 5 (0.90%) MQTT
9 4 (0.72%) LAN
9 4 (0.72%) WAN
10 3 (0.54%) DHCP
10 3 (0.54%) SNMP
11 2 (0.36%) Intranet
11 2 (0.36%) NAS
11 2 (0.36%) Network Security
11 2 (0.36%) SAN
11 2 (0.36%) VSAN
12 1 (0.18%) Wireless
Database & Business Intelligence
1 252 (45.24%) NoSQL
2 197 (35.37%) MongoDB
3 135 (24.24%) PostgreSQL
4 105 (18.85%) MySQL
5 97 (17.41%) Relational Database
6 86 (15.44%) Amazon RDS
7 73 (13.11%) Apache Cassandra
8 65 (11.67%) SQL Server
9 62 (11.13%) Big Data
10 50 (8.98%) RDBMS
11 44 (7.90%) Redis
12 35 (6.28%) Amazon Redshift
13 29 (5.21%) Hadoop
14 18 (3.23%) DB2
15 17 (3.05%) Amazon Aurora
16 16 (2.87%) CouchDB
17 15 (2.69%) Data Warehouse
18 14 (2.51%) Apache Hive
18 14 (2.51%) Neo4j
19 11 (1.97%) Impala
Development Applications
1 142 (25.49%) Git (software)
2 127 (22.80%) Jenkins
3 48 (8.62%) JUnit
4 47 (8.44%) JIRA
5 39 (7.00%) Maven
6 36 (6.46%) Selenium
7 35 (6.28%) Gradle
8 31 (5.57%) IntelliJ
9 30 (5.39%) Bitbucket
10 26 (4.67%) TeamCity
11 23 (4.13%) Cucumber
11 23 (4.13%) Octopus Deploy
12 21 (3.77%) Subversion
13 18 (3.23%) Atlassian Bamboo
14 17 (3.05%) Karma Test Runner
14 17 (3.05%) webpack
15 13 (2.33%) Mockito
16 12 (2.15%) Jasmine
16 12 (2.15%) PHPUnit
16 12 (2.15%) Protractor
General
1 109 (19.57%) Finance
2 94 (16.88%) Retail
3 32 (5.75%) Marketing
4 28 (5.03%) Telecoms
5 26 (4.67%) Banking
6 23 (4.13%) Electronics
6 23 (4.13%) Manufacturing
7 13 (2.33%) Games
8 8 (1.44%) Investment Banking
9 5 (0.90%) Automotive
9 5 (0.90%) Legal
10 4 (0.72%) Multimedia
11 2 (0.36%) Advertising
11 2 (0.36%) Avionics
11 2 (0.36%) Financial Institution
11 2 (0.36%) Law
11 2 (0.36%) Publishing
12 1 (0.18%) Digital Economy
Job Titles
1 264 (47.40%) Developer
2 119 (21.36%) Java Developer
3 89 (15.98%) DevOps Engineer
4 82 (14.72%) Senior Developer
5 69 (12.39%) AWS Developer
6 65 (11.67%) Architect
7 52 (9.34%) AWS Engineer
8 48 (8.62%) Software Engineer
9 36 (6.46%) JavaScript Developer
10 34 (6.10%) Java Engineer
10 34 (6.10%) Senior Java Developer
11 28 (5.03%) .NET Developer
11 28 (5.03%) Lead Developer
12 27 (4.85%) Full Stack Developer
12 27 (4.85%) Senior DevOps
13 25 (4.49%) AWS Architect
14 24 (4.31%) AWS DevOps
15 23 (4.13%) Python Developer
15 23 (4.13%) Senior DevOps Engineer
16 22 (3.95%) Backend Developer
Libraries, Frameworks & Software Standards
1 140 (25.13%) Web Services
2 134 (24.06%) Node.js
3 120 (21.54%) Spring
4 106 (19.03%) AngularJS
5 98 (17.59%) RESTful
6 96 (17.24%) REST
7 88 (15.80%) CSS
8 87 (15.62%) HTML
9 68 (12.21%) .NET
10 62 (11.13%) React
11 51 (9.16%) HTML5
12 48 (8.62%) Hibernate
12 48 (8.62%) RabbitMQ
13 41 (7.36%) JSON
13 41 (7.36%) Kafka
14 40 (7.18%) JPA
14 40 (7.18%) SOAP
15 39 (7.00%) Sass
16 37 (6.64%) XML
17 34 (6.10%) Spring MVC
Miscellaneous
1 82 (14.72%) Computer Science
2 44 (7.90%) Fintech
3 35 (6.28%) User Experience
4 33 (5.92%) Greenfield Project
5 32 (5.75%) Analytical Skills
6 30 (5.39%) Enterprise Software
7 20 (3.59%) Public Cloud
8 18 (3.23%) Mobile App
9 14 (2.51%) Self-Motivation
10 13 (2.33%) Algorithms
10 13 (2.33%) Cloud Native
11 11 (1.97%) Data Structures
11 11 (1.97%) Distributed Denial-of-Service
12 10 (1.80%) Blog
13 8 (1.44%) Linux Command Line
14 7 (1.26%) Social Media
15 6 (1.08%) Data Centre
15 6 (1.08%) NHS
15 6 (1.08%) Robotics
15 6 (1.08%) Smart Meter
Operating Systems
1 177 (31.78%) Linux
2 44 (7.90%) Windows
3 28 (5.03%) Unix
4 16 (2.87%) Android
5 13 (2.33%) Windows Server
6 11 (1.97%) Apple iOS
7 7 (1.26%) Windows Server 2012
8 4 (0.72%) Ubuntu
9 2 (0.36%) Amazon Linux
9 2 (0.36%) CentOS
9 2 (0.36%) CoreOS
10 1 (0.18%) AIX
10 1 (0.18%) DC/OS
10 1 (0.18%) Debian
10 1 (0.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 288 (51.71%) Agile Software Development
2 200 (35.91%) DevOps
3 176 (31.60%) Microservices
4 164 (29.44%) Continuous Integration
5 144 (25.85%) TDD
6 142 (25.49%) Software Engineering
7 103 (18.49%) Scrum
8 81 (14.54%) Kanban
8 81 (14.54%) Test Automation
9 77 (13.82%) BDD
10 70 (12.57%) E-Commerce
11 66 (11.85%) Machine Learning
11 66 (11.85%) MVC
12 65 (11.67%) OO
12 65 (11.67%) Problem-Solving
13 59 (10.59%) Open Source
14 47 (8.44%) Continuous Deployment
15 46 (8.26%) Mentoring
16 44 (7.90%) Artificial Intelligence
16 44 (7.90%) Continuous Delivery
Programming Languages
1 267 (47.94%) Java
2 196 (35.19%) Python
3 190 (34.11%) JavaScript
4 187 (33.57%) SQL
5 77 (13.82%) Java 8
6 71 (12.75%) Go
7 64 (11.49%) C#
8 60 (10.77%) Bash Shell
8 60 (10.77%) PHP
9 37 (6.64%) TypeScript
10 32 (5.75%) Ruby
11 31 (5.57%) Scala
12 25 (4.49%) PowerShell
13 23 (4.13%) ES6
14 21 (3.77%) Shell Script
15 19 (3.41%) Kotlin
16 18 (3.23%) C
17 17 (3.05%) R
18 14 (2.51%) Groovy
19 13 (2.33%) C++
Qualifications
1 60 (10.77%) Degree
2 34 (6.10%) Computer Science Degree
3 22 (3.95%) AWS Certification
4 11 (1.97%) PhD
5 10 (1.80%) Master's Degree
6 2 (0.36%) ISEB
6 2 (0.36%) MCSA
6 2 (0.36%) Microsoft Certification
7 1 (0.18%) Sun Certification
Quality Assurance & Compliance
1 23 (4.13%) GCP
2 13 (2.33%) QA
3 6 (1.08%) ISO/IEC 27001
4 4 (0.72%) PCI DSS
System Software
1 190 (34.11%) Docker
2 10 (1.80%) VMware Infrastructure
3 8 (1.44%) VMware ESXi
4 5 (0.90%) Active Directory
5 4 (0.72%) HDFS
6 3 (0.54%) Virtual Machines
7 2 (0.36%) Hyper-V
7 2 (0.36%) Varnish
Systems Management
1 107 (19.21%) Terraform
2 84 (15.08%) Ansible
3 72 (12.93%) Puppet
4 66 (11.85%) Opscode Chef
5 62 (11.13%) Kubernetes
6 21 (3.77%) Kibana
7 15 (2.69%) logstash
8 13 (2.33%) Packer
9 11 (1.97%) Grafana
9 11 (1.97%) HAProxy
10 6 (1.08%) Graphite
11 5 (0.90%) Mesos
12 4 (0.72%) Docker Swarm
12 4 (0.72%) Single Sign-On
13 3 (0.54%) rkt
14 2 (0.36%) Consul
14 2 (0.36%) Failover Clustering
14 2 (0.36%) Perfmon
14 2 (0.36%) Rancher
14 2 (0.36%) Salt
Vendors
1 59 (10.59%) Oracle
2 33 (5.92%) Google
3 29 (5.21%) Microsoft
4 25 (4.49%) SAP
5 19 (3.41%) Apple
5 19 (3.41%) VMware
6 13 (2.33%) Atlassian
7 12 (2.15%) IBM
8 10 (1.80%) New Relic
9 7 (1.26%) Adobe
9 7 (1.26%) SaltStack
9 7 (1.26%) Splunk
9 7 (1.26%) Zend
10 6 (1.08%) Birst
11 5 (0.90%) MapR
12 4 (0.72%) Capita
12 4 (0.72%) Dynatrace
12 4 (0.72%) Salesforce.com
12 4 (0.72%) Vertica
13 2 (0.36%) Remedy