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

Amazon DynamoDB
UK
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 641 744 966
Rank change year-on-year +103 +222 +239
Permanent jobs citing Amazon DynamoDB 599 501 326
As % of all permanent IT jobs advertised in the UK 0.34% 0.28% 0.16%
As % of the Database & Business Intelligence category 1.13% 0.91% 0.53%
Number of salaries quoted 535 415 275
UK median annual salary £61,300 £62,500 £57,500
Median salary % change year-on-year -1.92% +8.70% +15.00%
10th Percentile £37,500 £38,750 £35,000
90th Percentile £85,000 £85,750 £79,500
UK excluding London median annual salary £55,000 £52,500 £56,250
% change year-on-year +4.76% -6.67% +18.42%

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 53,179 54,783 61,275
As % of all permanent IT jobs advertised in the UK 30.39% 30.66% 30.23%
Number of salaries quoted 43,361 45,906 52,204
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,700 £28,750
90th Percentile £81,250 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +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 July 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 21 July 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 +73 570 £62,500 - 79
London +19 301 £67,500 - 40
UK excluding London +89 277 £55,000 +4.76% 42
South East +43 84 £60,000 +33.33% 7
South West -28 64 £55,000 +4.76% 4
North of England +49 61 £50,000 +33.33% 19
North West +31 42 £50,000 +17.65% 6
Midlands +17 36 £41,000 -25.45% 3
East of England +26 26 £60,000 +9.09% 6
West Midlands +30 20 £60,000 +9.09% 2
East Midlands +21 16 £37,500 -44.44% 1
North East -14 13 £30,000 -14.29% 2
Scotland -8 8 £60,000 - 3
Yorkshire - 6 £50,000 - 11

For the 6 months to 21 July 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 with a requirement for Amazon DynamoDB.

1 536 (89.48%) Amazon AWS
2 310 (51.75%) Agile Software Development
3 279 (46.58%) NoSQL
4 256 (42.74%) Java
5 231 (38.56%) MongoDB
6 224 (37.40%) JavaScript
7 207 (34.56%) DevOps
8 201 (33.56%) Docker
9 199 (33.22%) Linux
10 194 (32.39%) Python
11 193 (32.22%) SQL
12 189 (31.55%) Git (software)
13 175 (29.22%) TDD
13 175 (29.22%) Microservices
14 169 (28.21%) Serverless
14 169 (28.21%) Continuous Integration
15 150 (25.04%) Software Engineering
16 148 (24.71%) PostgreSQL
17 147 (24.54%) Node.js
18 145 (24.21%) Web Services
19 143 (23.87%) Amazon S3
19 143 (23.87%) AWS Lambda
20 142 (23.71%) Jenkins
21 138 (23.04%) MySQL
22 135 (22.54%) Amazon EC2
23 126 (21.04%) RESTful
24 125 (20.87%) Finance
25 123 (20.53%) Spring
26 108 (18.03%) AngularJS
26 108 (18.03%) Terraform

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 74 (12.35%) Elasticsearch
2 45 (7.51%) Tomcat
3 28 (4.67%) Apache Spark
3 28 (4.67%) nginx
3 28 (4.67%) Oracle SOA Suite
4 25 (4.17%) JBoss
5 22 (3.67%) CMS
6 21 (3.51%) Mule
7 20 (3.34%) Adobe Experience Manager
7 20 (3.34%) Apache Pig
8 19 (3.17%) Mule ESB
9 18 (3.01%) Apache
10 14 (2.34%) Confluence
11 12 (2.00%) Drupal
12 9 (1.50%) Jetty
12 9 (1.50%) WebSphere
13 8 (1.34%) OpenStack
14 7 (1.17%) Alfresco
15 6 (1.00%) Umbraco
15 6 (1.00%) WebSphere Application Server
Applications
1 13 (2.17%) GNU Octave
2 1 (0.17%) Microsoft Office
2 1 (0.17%) S-PLUS
Business Applications
1 3 (0.50%) Magento
2 1 (0.17%) Dynamics CRM
Cloud Services
1 536 (89.48%) Amazon AWS
2 169 (28.21%) Serverless
3 143 (23.87%) Amazon S3
3 143 (23.87%) AWS Lambda
4 135 (22.54%) Amazon EC2
5 106 (17.70%) Microsoft Azure
6 63 (10.52%) SaaS
7 59 (9.85%) GitHub
8 56 (9.35%) Amazon SQS
9 46 (7.68%) AWS CloudFormation
10 44 (7.35%) CloudFront
10 44 (7.35%) Google Cloud Platform
11 41 (6.84%) Virtual Private Cloud
12 37 (6.18%) AWS Elastic Beanstalk
13 35 (5.84%) Amazon Kinesis
14 34 (5.68%) Amazon CloudWatch
15 30 (5.01%) Cloud Computing
16 23 (3.84%) Amazon ElastiCache
17 20 (3.34%) Route 53
18 18 (3.01%) NuGet
Communications & Networking
1 33 (5.51%) HTTP
2 22 (3.67%) DNS
3 15 (2.50%) SSL
4 12 (2.00%) Firewall
5 10 (1.67%) Internet
6 9 (1.50%) SMS
7 8 (1.34%) AMQP
7 8 (1.34%) TCP/IP
8 5 (0.83%) MQTT
9 4 (0.67%) DMZ
9 4 (0.67%) HTTPS
10 3 (0.50%) DHCP
10 3 (0.50%) Intranet
10 3 (0.50%) LAN
10 3 (0.50%) SAN
10 3 (0.50%) SNMP
10 3 (0.50%) WAN
11 2 (0.33%) NAS
11 2 (0.33%) Network Security
11 2 (0.33%) VSAN
Database & Business Intelligence
1 279 (46.58%) NoSQL
2 231 (38.56%) MongoDB
3 148 (24.71%) PostgreSQL
4 138 (23.04%) MySQL
5 106 (17.70%) Relational Database
6 84 (14.02%) Apache Cassandra
7 76 (12.69%) Amazon RDS
8 62 (10.35%) Redis
9 61 (10.18%) Big Data
10 60 (10.02%) SQL Server
11 45 (7.51%) RDBMS
12 34 (5.68%) Hadoop
13 33 (5.51%) Amazon Redshift
14 26 (4.34%) Neo4j
15 20 (3.34%) Apache Hive
15 20 (3.34%) CouchDB
16 15 (2.50%) Amazon Aurora
16 15 (2.50%) Data Warehouse
17 14 (2.34%) Impala
18 11 (1.84%) MariaDB
Development Applications
1 189 (31.55%) Git (software)
2 142 (23.71%) Jenkins
3 51 (8.51%) JUnit
4 49 (8.18%) JIRA
5 43 (7.18%) Octopus Deploy
6 37 (6.18%) Selenium
7 34 (5.68%) Maven
8 32 (5.34%) Gradle
9 31 (5.18%) IntelliJ
10 25 (4.17%) TeamCity
11 24 (4.01%) Bitbucket
11 24 (4.01%) Cucumber
11 24 (4.01%) Vagrant
12 22 (3.67%) webpack
13 19 (3.17%) Atlassian Bamboo
13 19 (3.17%) Subversion
14 18 (3.01%) Karma Test Runner
15 15 (2.50%) Mockito
16 13 (2.17%) CircleCI
16 13 (2.17%) Jasmine
General
1 125 (20.87%) Finance
2 87 (14.52%) Retail
3 41 (6.84%) Telecoms
4 36 (6.01%) Marketing
5 27 (4.51%) Manufacturing
6 26 (4.34%) Banking
6 26 (4.34%) Electronics
7 13 (2.17%) Games
8 5 (0.83%) Investment Banking
8 5 (0.83%) Legal
9 4 (0.67%) Automotive
9 4 (0.67%) Multimedia
9 4 (0.67%) Publishing
10 2 (0.33%) Advertising
10 2 (0.33%) Avionics
10 2 (0.33%) Financial Institution
10 2 (0.33%) Law
11 1 (0.17%) Digital Economy
Job Titles
1 310 (51.75%) Developer
2 117 (19.53%) Java Developer
3 101 (16.86%) Senior Developer
4 90 (15.03%) DevOps Engineer
5 72 (12.02%) AWS Developer
6 62 (10.35%) Architect
7 52 (8.68%) AWS Engineer
8 51 (8.51%) .NET Developer
9 49 (8.18%) JavaScript Developer
9 49 (8.18%) Software Engineer
10 35 (5.84%) Senior DevOps
10 35 (5.84%) Senior Java Developer
11 34 (5.68%) Node.js Developer
12 33 (5.51%) C# .NET Developer
12 33 (5.51%) C# Developer
12 33 (5.51%) Java Engineer
12 33 (5.51%) Senior JavaScript Developer
13 32 (5.34%) Senior DevOps Engineer
14 28 (4.67%) Full Stack Developer
15 27 (4.51%) Python Developer
Libraries, Frameworks & Software Standards
1 147 (24.54%) Node.js
2 145 (24.21%) Web Services
3 126 (21.04%) RESTful
4 123 (20.53%) Spring
5 108 (18.03%) AngularJS
6 106 (17.70%) REST
7 89 (14.86%) .NET
8 87 (14.52%) CSS
8 87 (14.52%) HTML
9 58 (9.68%) React
10 54 (9.02%) RabbitMQ
11 50 (8.35%) Hibernate
11 50 (8.35%) HTML5
12 48 (8.01%) Kafka
13 43 (7.18%) JSON
14 41 (6.84%) .NET Framework
14 41 (6.84%) JPA
14 41 (6.84%) SOAP
15 39 (6.51%) Sass
15 39 (6.51%) XML
Miscellaneous
1 86 (14.36%) Computer Science
2 61 (10.18%) Fintech
3 34 (5.68%) User Experience
4 32 (5.34%) Greenfield Project
5 31 (5.18%) Analytical Skills
6 28 (4.67%) Public Cloud
7 24 (4.01%) Enterprise Software
8 19 (3.17%) Mobile App
9 16 (2.67%) Cloud Native
10 14 (2.34%) Algorithms
11 13 (2.17%) Self-Motivation
12 11 (1.84%) Blog
12 11 (1.84%) Distributed Denial-of-Service
13 10 (1.67%) Linux Command Line
14 7 (1.17%) Smart Meter
14 7 (1.17%) Social Media
15 6 (1.00%) DataPower
15 6 (1.00%) Mobile Wallet
15 6 (1.00%) NHS
15 6 (1.00%) Robotics
Operating Systems
1 199 (33.22%) Linux
2 49 (8.18%) Windows
3 29 (4.84%) Unix
4 20 (3.34%) Android
5 13 (2.17%) Apple iOS
6 11 (1.84%) Windows Server
7 6 (1.00%) Windows Server 2012
8 5 (0.83%) Ubuntu
9 4 (0.67%) CentOS
10 2 (0.33%) Amazon Linux
10 2 (0.33%) Debian
11 1 (0.17%) CoreOS
11 1 (0.17%) Data ONTAP
11 1 (0.17%) DC/OS
Processes & Methodologies
1 310 (51.75%) Agile Software Development
2 207 (34.56%) DevOps
3 175 (29.22%) Microservices
3 175 (29.22%) TDD
4 169 (28.21%) Continuous Integration
5 150 (25.04%) Software Engineering
6 99 (16.53%) Scrum
7 95 (15.86%) Test Automation
8 78 (13.02%) Kanban
9 72 (12.02%) BDD
10 71 (11.85%) E-Commerce
10 71 (11.85%) Machine Learning
11 69 (11.52%) Problem-Solving
11 69 (11.52%) SOA
12 64 (10.68%) Open Source
13 61 (10.18%) OO
14 57 (9.52%) MVC
15 45 (7.51%) Continuous Delivery
15 45 (7.51%) Continuous Deployment
16 43 (7.18%) Mentoring
Programming Languages
1 256 (42.74%) Java
2 224 (37.40%) JavaScript
3 194 (32.39%) Python
4 193 (32.22%) SQL
5 86 (14.36%) C#
6 75 (12.52%) Java 8
7 73 (12.19%) Bash Shell
8 71 (11.85%) Go
9 58 (9.68%) PHP
10 41 (6.84%) PowerShell
11 39 (6.51%) TypeScript
12 34 (5.68%) ES6
13 32 (5.34%) Scala
14 28 (4.67%) Ruby
15 23 (3.84%) R
15 23 (3.84%) Shell Script
16 22 (3.67%) C
17 16 (2.67%) Groovy
18 14 (2.34%) C++
19 13 (2.17%) Kotlin
Qualifications
1 72 (12.02%) Degree
2 36 (6.01%) Computer Science Degree
3 27 (4.51%) AWS Certification
4 13 (2.17%) PhD
5 10 (1.67%) Master's Degree
6 2 (0.33%) MCSA
6 2 (0.33%) Microsoft Certification
7 1 (0.17%) Numerate Degree
7 1 (0.17%) Sun Certification
Quality Assurance & Compliance
1 21 (3.51%) GCP
2 12 (2.00%) QA
3 10 (1.67%) PCI DSS
4 1 (0.17%) ISO/IEC 27001
System Software
1 201 (33.56%) Docker
2 15 (2.50%) VMware Infrastructure
3 8 (1.34%) HDFS
4 7 (1.17%) VMware ESXi
5 3 (0.50%) Active Directory
6 2 (0.33%) VMware Server
7 1 (0.17%) Varnish
Systems Management
1 108 (18.03%) Terraform
2 85 (14.19%) Ansible
3 81 (13.52%) Puppet
4 66 (11.02%) Opscode Chef
5 57 (9.52%) Kubernetes
6 43 (7.18%) Packer
7 26 (4.34%) Kibana
8 24 (4.01%) logstash
9 9 (1.50%) HAProxy
10 8 (1.34%) Grafana
11 5 (0.83%) Docker Swarm
11 5 (0.83%) Graphite
11 5 (0.83%) Mesos
12 4 (0.67%) Oozie
13 2 (0.33%) Consul
13 2 (0.33%) Failover Clustering
13 2 (0.33%) Perfmon
13 2 (0.33%) Rancher
13 2 (0.33%) Salt
13 2 (0.33%) Single Sign-On
Vendors
1 70 (11.69%) Oracle
2 46 (7.68%) Microsoft
3 38 (6.34%) Google
4 28 (4.67%) SAP
5 26 (4.34%) VMware
6 19 (3.17%) Apple
7 10 (1.67%) New Relic
8 9 (1.50%) Atlassian
8 9 (1.50%) IBM
9 7 (1.17%) Adobe
9 7 (1.17%) SaltStack
9 7 (1.17%) Splunk
10 6 (1.00%) Birst
10 6 (1.00%) ServiceNow
10 6 (1.00%) Zend
11 4 (0.67%) MapR
11 4 (0.67%) Salesforce.com
12 3 (0.50%) Capita
12 3 (0.50%) Red Hat
12 3 (0.50%) Vertica