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

Amazon DynamoDB
UK > England
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 607 661 913
Rank change year-on-year +54 +252 +227
Permanent jobs citing Amazon DynamoDB 587 551 292
As % of all permanent IT jobs advertised in England 0.38% 0.33% 0.16%
As % of the Database & Business Intelligence category 1.30% 1.10% 0.55%
Number of salaries quoted 515 458 249
England median annual salary £60,000 £60,000 £60,000
10th Percentile £40,000 £35,000 £34,750
90th Percentile £94,550 £85,000 £87,500
UK median annual salary £61,000 £60,000 £60,000
% change year-on-year +1.67% - +14.29%

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 45,292 49,942 53,192
As % of all permanent IT jobs advertised in England 29.52% 30.35% 29.60%
Number of salaries quoted 37,121 41,490 45,813
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,250
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 16 October 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 16 October 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 +52 292 £70,000 +3.70% 69
South East +9 85 £60,000 -4.00% 14
Midlands +85 73 £55,000 - 16
West Midlands +93 68 £55,000 - 10
North of England +35 62 £50,000 +11.11% 31
South West -36 52 £60,000 +26.32% 14
North West -5 27 £51,250 +13.89% 12
East of England +27 25 £60,000 - 7
Yorkshire - 19 £39,500 - 14
North East +4 16 £45,000 - 5
East Midlands - 5 £80,000 - 6
Amazon DynamoDB
UK

For the 6 months to 16 October 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.

1 520 (88.59%) Amazon AWS
2 294 (50.09%) Agile Software Development
3 261 (44.46%) Java
4 249 (42.42%) NoSQL
5 218 (37.14%) Python
6 203 (34.58%) DevOps
7 185 (31.52%) JavaScript
8 184 (31.35%) MongoDB
9 183 (31.18%) SQL
10 181 (30.83%) Serverless
11 180 (30.66%) Microservices
11 180 (30.66%) Linux
12 175 (29.81%) Docker
13 169 (28.79%) Web Services
14 161 (27.43%) AWS Lambda
15 159 (27.09%) Amazon S3
16 158 (26.92%) PostgreSQL
17 156 (26.58%) Continuous Integration
18 145 (24.70%) Amazon EC2
19 142 (24.19%) TDD
20 141 (24.02%) MySQL
21 130 (22.15%) Software Engineering
22 119 (20.27%) Jenkins
23 117 (19.93%) Node.js
24 116 (19.76%) Finance
25 114 (19.42%) Relational Database
25 114 (19.42%) Terraform
26 108 (18.40%) Amazon RDS
27 105 (17.89%) RESTful
28 100 (17.04%) Git (software)

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 57 (9.71%) Elasticsearch
2 27 (4.60%) Apache Spark
2 27 (4.60%) nginx
3 25 (4.26%) Tomcat
4 15 (2.56%) Apache
4 15 (2.56%) CMS
4 15 (2.56%) Oracle SOA Suite
5 13 (2.21%) JBoss
6 12 (2.04%) Apache Pig
7 11 (1.87%) Mule
7 11 (1.87%) Mule ESB
8 10 (1.70%) Adobe Experience Manager
9 9 (1.53%) Confluence
10 6 (1.02%) OpenStack
11 5 (0.85%) WebSphere
12 4 (0.68%) Alfresco
12 4 (0.68%) Drupal
12 4 (0.68%) EPiServer
12 4 (0.68%) Jetty
12 4 (0.68%) Umbraco
Applications
1 9 (1.53%) GNU Octave
2 5 (0.85%) Microsoft Excel
2 5 (0.85%) Microsoft PowerPoint
3 2 (0.34%) Maya
4 1 (0.17%) Microsoft Office
4 1 (0.17%) S-PLUS
Business Applications
1 5 (0.85%) Remedy ITSM
2 1 (0.17%) Dynamics CRM
Cloud Services
1 520 (88.59%) Amazon AWS
2 181 (30.83%) Serverless
3 161 (27.43%) AWS Lambda
4 159 (27.09%) Amazon S3
5 145 (24.70%) Amazon EC2
6 98 (16.70%) Microsoft Azure
7 69 (11.75%) Virtual Private Cloud
8 66 (11.24%) SaaS
9 64 (10.90%) Amazon SQS
10 63 (10.73%) AWS CloudFormation
11 53 (9.03%) Google Cloud Platform
12 52 (8.86%) Amazon CloudWatch
13 34 (5.79%) Amazon Kinesis
14 29 (4.94%) GitHub
14 29 (4.94%) PaaS
15 27 (4.60%) CloudFront
15 27 (4.60%) IaaS
15 27 (4.60%) Route 53
16 24 (4.09%) AWS CloudTrail
17 22 (3.75%) Amazon ElastiCache
Communications & Networking
1 37 (6.30%) HTTP
2 32 (5.45%) DNS
3 12 (2.04%) SSL
4 10 (1.70%) TCP/IP
5 7 (1.19%) Firewall
5 7 (1.19%) Internet
6 5 (0.85%) AMQP
6 5 (0.85%) HTTPS
6 5 (0.85%) Intrusion Detection
6 5 (0.85%) LAN
7 4 (0.68%) MQTT
7 4 (0.68%) WAN
8 3 (0.51%) DHCP
8 3 (0.51%) SNMP
9 2 (0.34%) Intranet
9 2 (0.34%) NAS
9 2 (0.34%) Network Security
9 2 (0.34%) SAN
9 2 (0.34%) VSAN
10 1 (0.17%) IPsec
Database & Business Intelligence
1 249 (42.42%) NoSQL
2 184 (31.35%) MongoDB
3 158 (26.92%) PostgreSQL
4 141 (24.02%) MySQL
5 114 (19.42%) Relational Database
6 108 (18.40%) Amazon RDS
7 88 (14.99%) Apache Cassandra
8 75 (12.78%) SQL Server
9 60 (10.22%) Big Data
10 53 (9.03%) RDBMS
11 39 (6.64%) Amazon Redshift
12 37 (6.30%) DB2
13 30 (5.11%) Redis
14 24 (4.09%) CouchDB
14 24 (4.09%) Hadoop
15 20 (3.41%) Amazon Aurora
16 16 (2.73%) Azure SQL Database
16 16 (2.73%) Data Warehouse
17 15 (2.56%) Apache Hive
18 13 (2.21%) MariaDB
Development Applications
1 119 (20.27%) Jenkins
2 100 (17.04%) Git (software)
3 54 (9.20%) Maven
4 38 (6.47%) Gradle
5 34 (5.79%) JUnit
6 33 (5.62%) JIRA
7 30 (5.11%) Bitbucket
8 23 (3.92%) Selenium
9 19 (3.24%) Subversion
10 17 (2.90%) IntelliJ
11 14 (2.39%) Cucumber
11 14 (2.39%) TeamCity
12 13 (2.21%) Atlassian Bamboo
13 10 (1.70%) Mockito
14 9 (1.53%) Ant
14 9 (1.53%) Octopus Deploy
14 9 (1.53%) webpack
15 8 (1.36%) JMeter
15 8 (1.36%) Visual Studio
16 7 (1.19%) Grunt
General
1 116 (19.76%) Finance
2 89 (15.16%) Retail
3 29 (4.94%) Marketing
4 22 (3.75%) Banking
5 21 (3.58%) Electronics
5 21 (3.58%) Manufacturing
5 21 (3.58%) Telecoms
6 16 (2.73%) Games
7 8 (1.36%) Investment Banking
8 6 (1.02%) Law
8 6 (1.02%) Legal
9 4 (0.68%) Automotive
9 4 (0.68%) Multimedia
10 3 (0.51%) Advertising
10 3 (0.51%) Military
11 2 (0.34%) Avionics
11 2 (0.34%) Financial Institution
11 2 (0.34%) Publishing
Job Titles
1 253 (43.10%) Developer
2 95 (16.18%) Java Developer
3 92 (15.67%) DevOps Engineer
4 81 (13.80%) Architect
5 79 (13.46%) Senior Developer
6 63 (10.73%) AWS Developer
7 43 (7.33%) Software Engineer
8 41 (6.98%) AWS Engineer
9 37 (6.30%) DBA
10 35 (5.96%) Java Engineer
11 29 (4.94%) Administrator
11 29 (4.94%) Backend Developer
12 28 (4.77%) AWS DevOps
13 26 (4.43%) Senior Java Developer
14 25 (4.26%) Cloud Architect
14 25 (4.26%) Lead DevOps
15 24 (4.09%) Senior DevOps
16 23 (3.92%) AWS Architect
17 22 (3.75%) Data Engineer
18 21 (3.58%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 169 (28.79%) Web Services
2 117 (19.93%) Node.js
3 105 (17.89%) RESTful
4 100 (17.04%) Spring
5 95 (16.18%) AngularJS
6 83 (14.14%) HTML
7 80 (13.63%) CSS
8 64 (10.90%) REST
9 58 (9.88%) React
10 51 (8.69%) .NET
11 41 (6.98%) RabbitMQ
12 39 (6.64%) Kafka
13 35 (5.96%) HTML5
13 35 (5.96%) JSON
13 35 (5.96%) Spring Boot
14 32 (5.45%) Hibernate
15 27 (4.60%) JPA
16 26 (4.43%) Django
16 26 (4.43%) SOAP
17 24 (4.09%) Elastic Stack
Miscellaneous
1 75 (12.78%) Computer Science
2 49 (8.35%) Enterprise Software
3 40 (6.81%) Fintech
4 35 (5.96%) Self-Motivation
5 33 (5.62%) Greenfield Project
6 31 (5.28%) Algorithms
7 29 (4.94%) Analytical Skills
8 27 (4.60%) Public Cloud
9 26 (4.43%) User Experience
10 25 (4.26%) Mobile App
11 23 (3.92%) Data Structures
12 20 (3.41%) Private Cloud
13 18 (3.07%) Data Centre
14 14 (2.39%) Hybrid Cloud
15 12 (2.04%) Cloud Native
16 8 (1.36%) Robotics
17 7 (1.19%) Blog
17 7 (1.19%) Linux Command Line
18 6 (1.02%) Social Media
18 6 (1.02%) Tandem
Operating Systems
1 180 (30.66%) Linux
2 39 (6.64%) Windows
3 37 (6.30%) Unix
4 10 (1.70%) Android
5 9 (1.53%) Windows Server
6 8 (1.36%) Apple iOS
7 5 (0.85%) Windows Server 2012
8 2 (0.34%) Amazon Linux
8 2 (0.34%) CoreOS
8 2 (0.34%) Red Hat Enterprise Linux
8 2 (0.34%) Ubuntu
9 1 (0.17%) AIX
9 1 (0.17%) CentOS
9 1 (0.17%) DC/OS
Processes & Methodologies
1 294 (50.09%) Agile Software Development
2 203 (34.58%) DevOps
3 180 (30.66%) Microservices
4 156 (26.58%) Continuous Integration
5 142 (24.19%) TDD
6 130 (22.15%) Software Engineering
7 91 (15.50%) Scrum
7 91 (15.50%) Test Automation
8 84 (14.31%) BDD
9 74 (12.61%) Kanban
10 69 (11.75%) OO
11 63 (10.73%) Continuous Delivery
12 62 (10.56%) Open Source
13 59 (10.05%) Machine Learning
13 59 (10.05%) MVC
14 55 (9.37%) Business Intelligence
15 53 (9.03%) Problem-Solving
16 52 (8.86%) Artificial Intelligence
17 49 (8.35%) SOA
18 47 (8.01%) E-Commerce
Programming Languages
1 261 (44.46%) Java
2 218 (37.14%) Python
3 185 (31.52%) JavaScript
4 183 (31.18%) SQL
5 77 (13.12%) Go
6 73 (12.44%) Java 8
7 63 (10.73%) Bash Shell
8 56 (9.54%) C#
9 55 (9.37%) PHP
10 43 (7.33%) Scala
11 39 (6.64%) Ruby
12 34 (5.79%) TypeScript
13 33 (5.62%) Kotlin
14 29 (4.94%) PowerShell
15 18 (3.07%) C
15 18 (3.07%) Shell Script
16 16 (2.73%) C++
17 13 (2.21%) R
18 9 (1.53%) ES6
19 8 (1.36%) Groovy
Qualifications
1 54 (9.20%) Degree
2 21 (3.58%) Computer Science Degree
3 20 (3.41%) AWS Certification
4 9 (1.53%) Master's Degree
4 9 (1.53%) PhD
5 5 (0.85%) ISEB
6 3 (0.51%) CIPD
7 2 (0.34%) MCSA
7 2 (0.34%) Microsoft Certification
8 1 (0.17%) SC Cleared
8 1 (0.17%) Security Cleared
8 1 (0.17%) Sun Certification
Quality Assurance & Compliance
1 15 (2.56%) QA
2 13 (2.21%) ISO/IEC 27001
3 3 (0.51%) MiFID
System Software
1 175 (29.81%) Docker
2 14 (2.39%) Virtual Machines
3 13 (2.21%) VMware Infrastructure
4 9 (1.53%) Hyper-V
5 8 (1.36%) Active Directory
5 8 (1.36%) VMware ESXi
6 5 (0.85%) HDFS
7 3 (0.51%) Apache ZooKeeper
8 2 (0.34%) Varnish
Systems Management
1 114 (19.42%) Terraform
2 98 (16.70%) Ansible
3 82 (13.97%) Puppet
4 61 (10.39%) Kubernetes
4 61 (10.39%) Opscode Chef
5 21 (3.58%) Kibana
6 15 (2.56%) Packer
7 13 (2.21%) logstash
8 9 (1.53%) Grafana
8 9 (1.53%) Mesos
9 7 (1.19%) Single Sign-On
10 6 (1.02%) HAProxy
10 6 (1.02%) rkt
11 5 (0.85%) Graphite
12 4 (0.68%) Docker Swarm
13 3 (0.51%) Ambari
13 3 (0.51%) Hadoop YARN
14 2 (0.34%) Oozie
14 2 (0.34%) Salt
14 2 (0.34%) Tivoli
Vendors
1 64 (10.90%) Oracle
2 33 (5.62%) Google
3 30 (5.11%) Microsoft
4 22 (3.75%) SAP
5 21 (3.58%) VMware
6 18 (3.07%) Atlassian
7 15 (2.56%) IBM
8 14 (2.39%) Zend
9 11 (1.87%) Apple
10 10 (1.70%) Splunk
11 9 (1.53%) New Relic
12 7 (1.19%) SaltStack
12 7 (1.19%) Sybase
13 5 (0.85%) Birst
13 5 (0.85%) MapR
13 5 (0.85%) Remedy
14 4 (0.68%) Dynatrace
14 4 (0.68%) Hortonworks
14 4 (0.68%) Sitecore
14 4 (0.68%) Vertica