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

Amazon DynamoDB
UK > England
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 641 727 905
Rank change year-on-year +86 +178 +247
Permanent jobs citing Amazon DynamoDB 569 448 341
As % of all permanent IT jobs advertised in England 0.35% 0.28% 0.18%
As % of the Database & Business Intelligence category 1.15% 0.90% 0.59%
Number of salaries quoted 504 376 291
England median annual salary £60,650 £62,500 £60,000
Median salary % change year-on-year -2.96% +4.17% +33.33%
10th Percentile £37,500 £40,000 £35,000
90th Percentile £85,000 £83,750 £83,750
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% +26.32%

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 49,490 49,636 57,769
As % of all permanent IT jobs advertised in England 30.66% 30.55% 30.54%
Number of salaries quoted 40,766 42,415 49,843
England median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,750 £28,750
90th Percentile £81,250 £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 June 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 June 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 +21 301 £66,250 +1.92% 42
South East +48 81 £60,000 +33.33% 9
South West -29 63 £55,000 +4.76% 8
North of England +55 58 £50,000 +37.93% 8
North West +32 44 £50,000 +21.21% 4
Midlands +33 36 £40,000 -30.43% 7
East of England +24 32 £60,000 +9.09% 10
West Midlands +14 21 £60,000 +9.09% 7
East Midlands +18 15 £35,000 -48.15%
North East -20 10 £30,000 -14.29%
Yorkshire - 4 £50,000 - 4
Amazon DynamoDB
UK

For the 6 months to 21 June 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.

1 496 (87.17%) Amazon AWS
2 316 (55.54%) Agile Software Development
3 267 (46.92%) NoSQL
4 255 (44.82%) Java
5 221 (38.84%) MongoDB
6 211 (37.08%) JavaScript
7 201 (35.33%) Docker
8 190 (33.39%) DevOps
9 184 (32.34%) SQL
10 182 (31.99%) Microservices
11 176 (30.93%) TDD
12 168 (29.53%) Git (software)
13 167 (29.35%) Continuous Integration
13 167 (29.35%) Linux
14 164 (28.82%) Python
15 163 (28.65%) Serverless
16 149 (26.19%) Software Engineering
17 148 (26.01%) Node.js
18 146 (25.66%) Web Services
19 139 (24.43%) Jenkins
20 125 (21.97%) AWS Lambda
21 123 (21.62%) Amazon EC2
21 123 (21.62%) Amazon S3
22 122 (21.44%) REST
23 118 (20.74%) Spring
24 117 (20.56%) PostgreSQL
25 116 (20.39%) Test Automation
26 112 (19.68%) Finance
27 111 (19.51%) AngularJS
28 110 (19.33%) MySQL

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 73 (12.83%) Elasticsearch
2 50 (8.79%) Tomcat
3 28 (4.92%) JBoss
4 26 (4.57%) Oracle SOA Suite
5 25 (4.39%) nginx
6 24 (4.22%) CMS
7 23 (4.04%) Apache Pig
7 23 (4.04%) Mule
8 22 (3.87%) Apache Spark
9 21 (3.69%) Mule ESB
10 19 (3.34%) Adobe Experience Manager
10 19 (3.34%) Confluence
11 18 (3.16%) Apache
12 12 (2.11%) Drupal
13 9 (1.58%) Jetty
13 9 (1.58%) WebSphere
14 7 (1.23%) OpenStack
14 7 (1.23%) WebLogic
15 6 (1.05%) Umbraco
15 6 (1.05%) WebSphere Application Server
Applications
1 14 (2.46%) GNU Octave
2 1 (0.18%) Microsoft Office
2 1 (0.18%) S-PLUS
Business Applications
1 3 (0.53%) Magento
2 1 (0.18%) Dynamics CRM
Cloud Services
1 496 (87.17%) Amazon AWS
2 163 (28.65%) Serverless
3 125 (21.97%) AWS Lambda
4 123 (21.62%) Amazon EC2
4 123 (21.62%) Amazon S3
5 103 (18.10%) Microsoft Azure
6 62 (10.90%) Amazon SQS
7 44 (7.73%) CloudFront
7 44 (7.73%) SaaS
8 43 (7.56%) AWS CloudFormation
8 43 (7.56%) AWS Elastic Beanstalk
9 40 (7.03%) Cloud Computing
10 39 (6.85%) Amazon Kinesis
11 37 (6.50%) GitHub
11 37 (6.50%) Google Cloud Platform
12 34 (5.98%) Amazon CloudWatch
13 30 (5.27%) Virtual Private Cloud
14 24 (4.22%) Amazon ElastiCache
15 22 (3.87%) Route 53
16 13 (2.28%) Amazon ELB
Communications & Networking
1 37 (6.50%) HTTP
2 12 (2.11%) DNS
2 12 (2.11%) SSL
3 10 (1.76%) Firewall
3 10 (1.76%) SMS
4 9 (1.58%) AMQP
5 8 (1.41%) Internet
6 7 (1.23%) TCP/IP
7 5 (0.88%) DMZ
7 5 (0.88%) MQTT
8 3 (0.53%) DHCP
8 3 (0.53%) HTTPS
8 3 (0.53%) Intranet
8 3 (0.53%) SAN
8 3 (0.53%) SNMP
8 3 (0.53%) VoIP
9 2 (0.35%) LAN
9 2 (0.35%) NAS
9 2 (0.35%) Network Security
9 2 (0.35%) WAN
Database & Business Intelligence
1 267 (46.92%) NoSQL
2 221 (38.84%) MongoDB
3 117 (20.56%) PostgreSQL
4 110 (19.33%) MySQL
5 105 (18.45%) Relational Database
6 90 (15.82%) Apache Cassandra
7 59 (10.37%) Big Data
8 56 (9.84%) Amazon RDS
9 55 (9.67%) SQL Server
10 47 (8.26%) Redis
11 46 (8.08%) Neo4j
12 39 (6.85%) RDBMS
13 34 (5.98%) Hadoop
14 26 (4.57%) CouchDB
15 23 (4.04%) Amazon Redshift
15 23 (4.04%) Apache Hive
16 16 (2.81%) Amazon Aurora
17 14 (2.46%) Impala
18 11 (1.93%) MariaDB
19 8 (1.41%) Data Warehouse
Development Applications
1 168 (29.53%) Git (software)
2 139 (24.43%) Jenkins
3 53 (9.31%) JIRA
4 48 (8.44%) JUnit
5 34 (5.98%) Selenium
6 33 (5.80%) IntelliJ
7 27 (4.75%) Maven
8 26 (4.57%) webpack
9 25 (4.39%) Gradle
9 25 (4.39%) Octopus Deploy
9 25 (4.39%) TeamCity
10 22 (3.87%) Karma Test Runner
11 20 (3.51%) Cucumber
12 18 (3.16%) Bitbucket
13 17 (2.99%) Jasmine
14 16 (2.81%) Atlassian Bamboo
15 15 (2.64%) CircleCI
16 14 (2.46%) Subversion
17 12 (2.11%) PHPUnit
17 12 (2.11%) Protractor
General
1 112 (19.68%) Finance
2 81 (14.24%) Retail
3 66 (11.60%) Telecoms
4 44 (7.73%) Marketing
5 32 (5.62%) Electronics
5 32 (5.62%) Manufacturing
6 29 (5.10%) Banking
7 11 (1.93%) Games
8 5 (0.88%) Investment Banking
8 5 (0.88%) Legal
9 4 (0.70%) Multimedia
10 2 (0.35%) Advertising
10 2 (0.35%) Automotive
10 2 (0.35%) Avionics
10 2 (0.35%) Financial Institution
10 2 (0.35%) Law
10 2 (0.35%) Publishing
11 1 (0.18%) Digital Economy
11 1 (0.18%) Pharmaceutical
Job Titles
1 300 (52.72%) Developer
2 116 (20.39%) Java Developer
3 83 (14.59%) Senior Developer
4 76 (13.36%) DevOps Engineer
5 72 (12.65%) AWS Developer
6 67 (11.78%) Architect
7 55 (9.67%) AWS Engineer
8 47 (8.26%) Node.js Developer
8 47 (8.26%) Software Engineer
9 40 (7.03%) JavaScript Developer
10 35 (6.15%) .NET Developer
11 34 (5.98%) Senior DevOps
11 34 (5.98%) Senior Java Developer
12 31 (5.45%) Senior DevOps Engineer
13 30 (5.27%) Java Engineer
14 28 (4.92%) Technical Architect
15 27 (4.75%) Full Stack Developer
16 24 (4.22%) AWS DevOps
16 24 (4.22%) Python Developer
17 23 (4.04%) Angular Developer
Libraries, Frameworks & Software Standards
1 148 (26.01%) Node.js
2 146 (25.66%) Web Services
3 122 (21.44%) REST
4 118 (20.74%) Spring
5 111 (19.51%) AngularJS
6 107 (18.80%) RESTful
7 78 (13.71%) CSS
8 77 (13.53%) HTML
9 70 (12.30%) .NET
10 59 (10.37%) React
11 55 (9.67%) RabbitMQ
12 52 (9.14%) HTML5
13 50 (8.79%) Hibernate
14 44 (7.73%) Kafka
15 42 (7.38%) JSON
15 42 (7.38%) XML
16 41 (7.21%) JPA
17 40 (7.03%) SOAP
18 34 (5.98%) Apache Camel
18 34 (5.98%) Sass
Miscellaneous
1 77 (13.53%) Computer Science
2 51 (8.96%) Fintech
3 36 (6.33%) User Experience
4 29 (5.10%) Greenfield Project
5 28 (4.92%) Enterprise Software
5 28 (4.92%) Public Cloud
6 24 (4.22%) Analytical Skills
6 24 (4.22%) Mobile App
7 15 (2.64%) Cloud Native
8 14 (2.46%) Algorithms
9 12 (2.11%) Linux Command Line
10 11 (1.93%) DataPower
10 11 (1.93%) Distributed Denial-of-Service
11 10 (1.76%) Social Media
12 9 (1.58%) Blog
13 8 (1.41%) NHS
14 7 (1.23%) Mobile Wallet
15 6 (1.05%) e-Learning
15 6 (1.05%) Robotics
15 6 (1.05%) Self-Motivation
Operating Systems
1 167 (29.35%) Linux
2 43 (7.56%) Windows
3 38 (6.68%) Unix
4 26 (4.57%) Android
5 16 (2.81%) Apple iOS
6 9 (1.58%) Windows Server
7 6 (1.05%) Ubuntu
8 5 (0.88%) CentOS
9 4 (0.70%) Windows Server 2012
10 2 (0.35%) Amazon Linux
10 2 (0.35%) CoreOS
10 2 (0.35%) Debian
11 1 (0.18%) Data ONTAP
11 1 (0.18%) Red Hat Enterprise Linux
Processes & Methodologies
1 316 (55.54%) Agile Software Development
2 190 (33.39%) DevOps
3 182 (31.99%) Microservices
4 176 (30.93%) TDD
5 167 (29.35%) Continuous Integration
6 149 (26.19%) Software Engineering
7 116 (20.39%) Test Automation
8 96 (16.87%) Scrum
9 77 (13.53%) Kanban
10 69 (12.13%) Problem-Solving
11 68 (11.95%) BDD
11 68 (11.95%) E-Commerce
12 66 (11.60%) Machine Learning
13 63 (11.07%) SOA
14 58 (10.19%) MVC
15 53 (9.31%) OO
16 52 (9.14%) Open Source
17 43 (7.56%) Continuous Delivery
18 38 (6.68%) Configuration Management
19 37 (6.50%) Business Intelligence
Programming Languages
1 255 (44.82%) Java
2 211 (37.08%) JavaScript
3 184 (32.34%) SQL
4 164 (28.82%) Python
5 80 (14.06%) Go
6 74 (13.01%) Java 8
7 67 (11.78%) C#
8 63 (11.07%) PHP
9 49 (8.61%) ES6
10 41 (7.21%) TypeScript
11 39 (6.85%) Bash Shell
12 35 (6.15%) Scala
13 25 (4.39%) Ruby
14 23 (4.04%) C
15 20 (3.51%) Groovy
15 20 (3.51%) R
16 18 (3.16%) Shell Script
17 15 (2.64%) PowerShell
18 14 (2.46%) C++
19 8 (1.41%) Kotlin
Qualifications
1 52 (9.14%) Degree
2 35 (6.15%) Computer Science Degree
3 23 (4.04%) AWS Certification
4 14 (2.46%) PhD
5 8 (1.41%) Master's Degree
6 2 (0.35%) Numerate Degree
7 1 (0.18%) BPSS Clearance
7 1 (0.18%) CESG Certified Professional
7 1 (0.18%) ITIL Certification
7 1 (0.18%) Security Cleared
Quality Assurance & Compliance
1 15 (2.64%) GCP
2 10 (1.76%) PCI DSS
3 7 (1.23%) QA
4 1 (0.18%) ISO/IEC 27001
System Software
1 201 (35.33%) Docker
2 12 (2.11%) VMware Infrastructure
3 4 (0.70%) VMware ESXi
4 3 (0.53%) Active Directory
4 3 (0.53%) HDFS
5 1 (0.18%) Apache ZooKeeper
5 1 (0.18%) GlusterFS
5 1 (0.18%) VirtualBox
Systems Management
1 95 (16.70%) Terraform
2 69 (12.13%) Puppet
3 67 (11.78%) Ansible
4 56 (9.84%) Opscode Chef
5 46 (8.08%) Kubernetes
6 25 (4.39%) Kibana
6 25 (4.39%) Packer
7 24 (4.22%) logstash
8 10 (1.76%) Grafana
9 7 (1.23%) HAProxy
10 6 (1.05%) Docker Swarm
10 6 (1.05%) Graphite
11 3 (0.53%) Consul
11 3 (0.53%) Mesos
12 2 (0.35%) Prometheus
12 2 (0.35%) Rancher
12 2 (0.35%) Single Sign-On
12 2 (0.35%) Tivoli
12 2 (0.35%) ZABBIX
13 1 (0.18%) Nagios
Vendors
1 64 (11.25%) Oracle
2 57 (10.02%) Microsoft
3 37 (6.50%) Google
4 34 (5.98%) SAP
5 21 (3.69%) Apple
6 19 (3.34%) VMware
7 10 (1.76%) IBM
8 9 (1.58%) New Relic
9 8 (1.41%) Atlassian
9 8 (1.41%) Splunk
9 8 (1.41%) Zend
10 7 (1.23%) Adobe
11 6 (1.05%) SaltStack
11 6 (1.05%) ServiceNow
12 5 (0.88%) Birst
13 4 (0.70%) Red Hat
13 4 (0.70%) Salesforce.com
14 3 (0.53%) Capita
14 3 (0.53%) MapR
14 3 (0.53%) MuleSoft