Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 697 928 1097
Rank change year-on-year +231 +169 +58
Permanent jobs citing Amazon DynamoDB 562 299 195
As % of all permanent IT jobs advertised in the UK 0.31% 0.16% 0.089%
As % of the Database & Business Intelligence category 1.03% 0.53% 0.28%
Number of salaries quoted 474 259 151
UK median annual salary £60,000 £57,500 £52,500
Median salary % change year-on-year +4.35% +9.52% -8.70%
10th Percentile £35,000 £35,000 £31,250
90th Percentile £90,000 £87,500 £70,000
UK excluding London median annual salary £50,000 £50,000 £52,500
% change year-on-year - -4.76% +31.25%

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 54477 56340 69118
As % of all permanent IT jobs advertised in the UK 30.24% 29.63% 31.52%
Number of salaries quoted 44825 48103 58199
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £28,250
90th Percentile £77,500 £76,750 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

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 17 November 2017.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 13 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 17 November 2017. 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 +253 550 £60,000 +4.35% 34
London +114 289 £67,500 +12.50% 18
UK excluding London +189 267 £50,000 - 15
South East +103 98 £62,500 +31.58% 6
South West +63 92 £45,000 -18.18% 4
North of England +31 48 £45,000 +16.13% 1
North West +33 41 £45,000 +5.88% 1
East of England +4 14 £60,000 +4.35% 4
Midlands +50 7 £35,000 -20.00%
West Midlands +19 7 £35,000 -20.00%
North East +13 7 £45,000 +12.50%
Wales +22 5 £50,000 +25.00%
Scotland - 3 £70,000 -

For the 6 months to 17 November 2017, IT jobs citing Amazon DynamoDB also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Amazon DynamoDB.

1 495 (88.08%) Amazon AWS
2 313 (55.69%) NoSQL
3 302 (53.74%) Agile Software Development
4 299 (53.20%) Java
5 298 (53.02%) TDD
6 236 (41.99%) MongoDB
7 216 (38.43%) JavaScript
8 198 (35.23%) Web Services
9 194 (34.52%) Node.js
10 191 (33.99%) Linux
11 171 (30.43%) SQL
12 166 (29.54%) Elasticsearch
13 162 (28.83%) Docker
13 162 (28.83%) Finance
14 158 (28.11%) Amazon EC2
15 152 (27.05%) Spring
15 152 (27.05%) Git (software)
16 143 (25.44%) Apache Cassandra
17 141 (25.09%) Microservices
18 136 (24.20%) C#
18 136 (24.20%) Scrum
19 131 (23.31%) MySQL
20 130 (23.13%) Marketing
20 130 (23.13%) Continuous Integration
21 124 (22.06%) RESTful
22 122 (21.71%) DevOps
22 122 (21.71%) Serverless
23 121 (21.53%) Python
24 112 (19.93%) REST
25 109 (19.40%) Business Intelligence

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
1 166 (29.54%) Elasticsearch
2 68 (12.10%) Tomcat
3 59 (10.50%) JBoss
4 55 (9.79%) Mule
4 55 (9.79%) Mule ESB
5 44 (7.83%) Apache Spark
6 28 (4.98%) CMS
7 27 (4.80%) Apache
8 19 (3.38%) nginx
9 18 (3.20%) Apache Solr
10 13 (2.31%) Confluence
11 11 (1.96%) Apache Pig
11 11 (1.96%) Umbraco
12 7 (1.25%) Jetty
12 7 (1.25%) SAS
12 7 (1.25%) WordPress
13 5 (0.89%) OpenStack
14 4 (0.71%) NServiceBus
15 2 (0.36%) WebLogic
16 1 (0.18%) Joomla!
Applications
1 2 (0.36%) GNU Octave
2 1 (0.18%) HipChat
2 1 (0.18%) MS Visio
Cloud Services
1 495 (88.08%) Amazon AWS
2 158 (28.11%) Amazon EC2
3 122 (21.71%) Serverless
4 95 (16.90%) Amazon SQS
5 94 (16.73%) Amazon S3
6 79 (14.06%) AWS Lambda
7 71 (12.63%) Microsoft Azure
8 62 (11.03%) SaaS
9 40 (7.12%) Amazon ElastiCache
10 39 (6.94%) AWS CloudFormation
11 38 (6.76%) Route 53
12 36 (6.41%) Amazon Kinesis
13 35 (6.23%) Amazon CloudWatch
13 35 (6.23%) AWS Elastic Beanstalk
14 34 (6.05%) GitHub
15 32 (5.69%) Google Cloud Platform
16 22 (3.91%) CloudFront
17 17 (3.02%) Amazon EMR
18 14 (2.49%) Adobe Analytics
19 13 (2.31%) Virtual Private Cloud
Communications & Networking
1 36 (6.41%) AMQP
2 28 (4.98%) HTTP
3 11 (1.96%) SSL
3 11 (1.96%) Wireless
4 9 (1.60%) DNS
4 9 (1.60%) Internet
5 8 (1.42%) VPN
6 4 (0.71%) Firewall
6 4 (0.71%) Kerberos
6 4 (0.71%) SAN
7 3 (0.53%) TCP/IP
8 2 (0.36%) IPsec
8 2 (0.36%) NAS
8 2 (0.36%) Network Security
8 2 (0.36%) OpenVPN
9 1 (0.18%) Asterisk PBX
9 1 (0.18%) DHCP
9 1 (0.18%) FTP
9 1 (0.18%) Reverse Proxy
9 1 (0.18%) RTP
Database & Business Intelligence
1 313 (55.69%) NoSQL
2 236 (41.99%) MongoDB
3 143 (25.44%) Apache Cassandra
4 131 (23.31%) MySQL
5 83 (14.77%) PostgreSQL
6 72 (12.81%) Redis
7 70 (12.46%) SQL Server
8 61 (10.85%) Big Data
9 47 (8.36%) Amazon RDS
10 41 (7.30%) Hadoop
11 38 (6.76%) Relational Database
12 29 (5.16%) Neo4j
13 26 (4.63%) Amazon Redshift
14 24 (4.27%) HBase
15 20 (3.56%) OLTP
16 19 (3.38%) Amazon Aurora
17 18 (3.20%) SQL Server 2008
18 17 (3.02%) SQL Server 2014
19 13 (2.31%) SimpleDB
20 12 (2.14%) Apache Hive
Development Applications
1 152 (27.05%) Git (software)
2 106 (18.86%) JUnit
3 92 (16.37%) Jenkins
4 83 (14.77%) JIRA
5 63 (11.21%) IntelliJ
6 54 (9.61%) TeamCity
7 38 (6.76%) Maven
8 36 (6.41%) Mocha
9 31 (5.52%) Gradle
10 30 (5.34%) Selenium
11 24 (4.27%) Cucumber
12 22 (3.91%) gulp
13 18 (3.20%) webpack
14 15 (2.67%) Grunt
14 15 (2.67%) HP UFT
14 15 (2.67%) Jasmine
14 15 (2.67%) Karma Test Runner
14 15 (2.67%) PhantomJS
15 14 (2.49%) Atlassian Bamboo
15 14 (2.49%) SonarQube
General
1 162 (28.83%) Finance
2 130 (23.13%) Marketing
3 98 (17.44%) Telecoms
4 97 (17.26%) Electronics
5 91 (16.19%) Manufacturing
6 82 (14.59%) Retail
7 21 (3.74%) Banking
8 9 (1.60%) Advertising
8 9 (1.60%) Law
9 7 (1.25%) Legal
9 7 (1.25%) Publishing
10 6 (1.07%) Games
11 5 (0.89%) Automotive
11 5 (0.89%) Pharmaceutical
11 5 (0.89%) Swedish Language
12 3 (0.53%) Digital Economy
13 2 (0.36%) Music Industry
14 1 (0.18%) Front Office
Job Titles
1 372 (66.19%) Developer
2 155 (27.58%) Java Developer
3 137 (24.38%) Senior Developer
4 75 (13.35%) Senior Java Developer
5 65 (11.57%) Full Stack Developer
6 52 (9.25%) JavaScript Developer
7 46 (8.19%) Node.js Developer
8 43 (7.65%) AWS Developer
9 41 (7.30%) Lead Developer
10 40 (7.12%) DevOps Engineer
11 38 (6.76%) .NET Developer
12 35 (6.23%) Angular Developer
12 35 (6.23%) Software Engineer
13 33 (5.87%) C# Developer
14 32 (5.69%) AWS Engineer
15 28 (4.98%) Senior Full Stack Developer
16 26 (4.63%) NoSQL Developer
17 24 (4.27%) PHP Developer
18 23 (4.09%) C# .NET Developer
19 21 (3.74%) Elasticsearch Developer
Libraries, Frameworks & Software Standards
1 198 (35.23%) Web Services
2 194 (34.52%) Node.js
3 152 (27.05%) Spring
4 124 (22.06%) RESTful
5 112 (19.93%) REST
6 108 (19.22%) AngularJS
7 102 (18.15%) React
8 92 (16.37%) .NET
9 89 (15.84%) HTML
10 82 (14.59%) SOAP
11 79 (14.06%) CSS
12 76 (13.52%) JSON
13 73 (12.99%) XML
14 71 (12.63%) Hibernate
15 66 (11.74%) Spring MVC
16 61 (10.85%) JPA
16 61 (10.85%) Spring Integration
17 60 (10.68%) Apache Camel
18 56 (9.96%) Kafka
19 55 (9.79%) HTML5
Miscellaneous
1 57 (10.14%) User Experience
2 43 (7.65%) Mobile App
3 41 (7.30%) Fintech
4 39 (6.94%) Enterprise Software
5 18 (3.20%) Analytical Skills
6 15 (2.67%) Greenfield Project
6 15 (2.67%) Linux Command Line
7 13 (2.31%) iPad
7 13 (2.31%) iPhone
7 13 (2.31%) Public Cloud
7 13 (2.31%) Social Media
8 12 (2.14%) Computer Science
9 11 (1.96%) BBC
9 11 (1.96%) STB
10 9 (1.60%) Cloud Native
11 6 (1.07%) Data Structures
11 6 (1.07%) Digital TV
12 5 (0.89%) Private Cloud
13 4 (0.71%) CMDB
13 4 (0.71%) Data Centre
Operating Systems
1 191 (33.99%) Linux
2 35 (6.23%) Apple iOS
3 25 (4.45%) Android
4 24 (4.27%) Unix
5 22 (3.91%) Windows
6 15 (2.67%) Ubuntu
7 10 (1.78%) CentOS
7 10 (1.78%) Red Hat Enterprise Linux
8 8 (1.42%) Windows Server
9 7 (1.25%) Windows Server 2012
10 4 (0.71%) Debian
11 2 (0.36%) CoreOS
11 2 (0.36%) Data ONTAP
11 2 (0.36%) Windows Vista
12 1 (0.18%) Mac OS X
Processes & Methodologies
1 302 (53.74%) Agile Software Development
2 298 (53.02%) TDD
3 141 (25.09%) Microservices
4 136 (24.20%) Scrum
5 130 (23.13%) Continuous Integration
6 122 (21.71%) DevOps
7 109 (19.40%) Business Intelligence
8 106 (18.86%) E-Commerce
8 106 (18.86%) Software Engineering
9 105 (18.68%) BDD
10 102 (18.15%) MVC
11 94 (16.73%) Digital Marketing
12 91 (16.19%) Programme Management
13 88 (15.66%) Kanban
14 84 (14.95%) Integration Testing
15 72 (12.81%) Analytics
16 62 (11.03%) Open Source
17 59 (10.50%) Unit Testing
18 41 (7.30%) High Availability
18 41 (7.30%) Mentoring
Programming Languages
1 299 (53.20%) Java
2 216 (38.43%) JavaScript
3 171 (30.43%) SQL
4 136 (24.20%) C#
5 121 (21.53%) Python
6 73 (12.99%) PHP
7 66 (11.74%) Scala
8 64 (11.39%) ES6
9 52 (9.25%) Go
10 37 (6.58%) Ruby
11 24 (4.27%) T-SQL
12 22 (3.91%) C++
13 18 (3.20%) Bash Shell
14 17 (3.02%) GraphQL
15 15 (2.67%) Clojure
16 14 (2.49%) R
17 13 (2.31%) Objective-C
17 13 (2.31%) TypeScript
18 12 (2.14%) Kotlin
19 10 (1.78%) C
Qualifications
1 26 (4.63%) Degree
2 10 (1.78%) Computer Science Degree
3 8 (1.42%) AWS Certification
4 6 (1.07%) ITIL Certification
5 2 (0.36%) CESG Certified Professional
5 2 (0.36%) Master's Degree
5 2 (0.36%) PhD
5 2 (0.36%) SC Cleared
5 2 (0.36%) Security Cleared
6 1 (0.18%) MBA
Quality Assurance & Compliance
1 14 (2.49%) QA
2 4 (0.71%) Data Quality
2 4 (0.71%) GDPR
3 2 (0.36%) GCP
System Software
1 162 (28.83%) Docker
2 8 (1.42%) HDFS
3 6 (1.07%) Virtual Machines
4 5 (0.89%) Apache ZooKeeper
5 2 (0.36%) GlusterFS
5 2 (0.36%) Shibboleth
5 2 (0.36%) VirtualBox
6 1 (0.18%) Kamailio
Systems Management
1 88 (15.66%) Ansible
2 79 (14.06%) Terraform
3 53 (9.43%) Puppet
4 49 (8.72%) Opscode Chef
5 41 (7.30%) Kibana
6 40 (7.12%) Packer
7 35 (6.23%) logstash
8 31 (5.52%) Kubernetes
9 12 (2.14%) Perfmon
10 10 (1.78%) HAProxy
11 7 (1.25%) Graylog
12 5 (0.89%) Docker Swarm
12 5 (0.89%) Graphite
12 5 (0.89%) Salt
13 4 (0.71%) Nagios
14 3 (0.53%) linkerd
14 3 (0.53%) Mesos
15 2 (0.36%) Ambari
15 2 (0.36%) Grafana
15 2 (0.36%) Rancher
Vendors
1 91 (16.19%) SAP
2 66 (11.74%) Apple
3 50 (8.90%) Microsoft
4 42 (7.47%) Google
5 26 (4.63%) Oracle
6 23 (4.09%) New Relic
7 17 (3.02%) Splunk
8 16 (2.85%) Red Hat
9 14 (2.49%) Adobe
10 13 (2.31%) VMware
11 11 (1.96%) Arqiva
11 11 (1.96%) BT
12 8 (1.42%) Talend
13 7 (1.25%) SaltStack
14 6 (1.07%) Databricks
14 6 (1.07%) Hortonworks
15 5 (0.89%) Tableau
15 5 (0.89%) Zend
16 4 (0.71%) NetApp
16 4 (0.71%) Salesforce.com