Period
to 17 September 2019

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 September 2019 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
17 Sep 2019
Same period 2018 Same period 2017
Rank 541 643 716
Rank change year-on-year +102 +73 +267
Permanent jobs citing Amazon DynamoDB 699 609 528
As % of all permanent IT jobs advertised in the UK 0.49% 0.36% 0.30%
As % of the Database & Business Intelligence category 1.82% 1.23% 0.98%
Number of salaries quoted 548 538 433
UK median annual salary £70,000 £61,000 £60,000
Median salary % change year-on-year +14.75% +1.67% -
10th Percentile £45,000 £40,000 £35,000
90th Percentile £98,250 £92,500 £84,750
UK excluding London median annual salary £57,500 £55,000 £48,750
% change year-on-year +4.55% +12.82% -11.36%

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 38,410 49,690 53,619
As % of all permanent IT jobs advertised in the UK 27.08% 29.78% 30.62%
Number of salaries quoted 31,378 40,511 44,149
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 September 2019.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 15 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 September 2019. 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 +127 687 £70,000 +16.67% 102
London +203 466 £80,000 +18.52% 63
UK excluding London -26 224 £57,500 +4.55% 44
North of England +23 71 £58,125 +22.37% 16
Midlands +33 58 £65,000 +18.18% 5
South East +26 57 £65,000 +13.04% 8
North West +42 50 £60,000 +4.35% 11
West Midlands +19 46 £65,000 +18.18% 2
East of England +57 18 £42,500 -32.00% 6
Yorkshire +1 17 £54,500 +9.00% 3
South West -40 14 £47,000 -18.26% 4
East Midlands +27 12 £67,500 +21.62% 3
North East +5 4 £54,250 +44.67% 2
Scotland +6 3 £47,500 -9.52% 5
Wales - 3 £50,000 -

For the 6 months to 17 September 2019, 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.

1 665 (95.14%) AWS
2 363 (51.93%) Agile Software Development
3 351 (50.21%) Python
4 314 (44.92%) DevOps
5 313 (44.78%) Serverless
6 290 (41.49%) AWS Lambda
7 273 (39.06%) JavaScript
8 258 (36.91%) Amazon S3
9 232 (33.19%) Docker
10 219 (31.33%) Java
11 213 (30.47%) Web Services
12 203 (29.04%) Node.js
13 188 (26.90%) Amazon EC2
14 172 (24.61%) Software Engineering
15 160 (22.89%) Jenkins
16 157 (22.46%) CSS
16 157 (22.46%) Git (software)
17 156 (22.32%) SQL
17 156 (22.32%) Microservices
18 155 (22.17%) HTML
19 150 (21.46%) Finance
20 149 (21.32%) AWS CloudFormation
21 148 (21.17%) .NET
22 146 (20.89%) Amazon RDS
23 143 (20.46%) Terraform
24 140 (20.03%) React
25 139 (19.89%) Elasticsearch
25 139 (19.89%) C#
26 137 (19.60%) MySQL
27 136 (19.46%) Linux

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
1 139 (19.89%) Elasticsearch
2 43 (6.15%) Confluence
3 36 (5.15%) Apache Spark
4 27 (3.86%) nginx
5 15 (2.15%) Apache
6 10 (1.43%) CMS
6 10 (1.43%) Tomcat
7 8 (1.14%) Apache Airflow
8 7 (1.00%) WordPress
9 6 (0.86%) JBoss
9 6 (0.86%) Mule
9 6 (0.86%) Mule ESB
9 6 (0.86%) OpenStack
10 4 (0.57%) Adobe Experience Manager
10 4 (0.57%) Apache Pig
10 4 (0.57%) Cloud Foundry
11 3 (0.43%) IIS
11 3 (0.43%) Tornado
12 2 (0.29%) NServiceBus
12 2 (0.29%) SharePoint
Applications
1 8 (1.14%) Chatbot
2 6 (0.86%) MS Visio
3 4 (0.57%) GNU Octave
4 3 (0.43%) Adobe Premiere
5 2 (0.29%) Microsoft Excel
5 2 (0.29%) Microsoft PowerPoint
Business Applications
1 5 (0.72%) FINCAD Analytics
2 4 (0.57%) Dynamics CRM
3 2 (0.29%) Remedy ITSM
4 1 (0.14%) Magento
4 1 (0.14%) SAP MDG
Cloud Services
1 665 (95.14%) AWS
2 313 (44.78%) Serverless
3 290 (41.49%) AWS Lambda
4 258 (36.91%) Amazon S3
5 188 (26.90%) Amazon EC2
6 149 (21.32%) AWS CloudFormation
7 134 (19.17%) Azure
8 133 (19.03%) Amazon ECS
9 130 (18.60%) Amazon CloudWatch
10 124 (17.74%) Amazon Kinesis
11 112 (16.02%) Amazon SQS
12 90 (12.88%) Virtual Private Cloud
13 66 (9.44%) GCP
14 59 (8.44%) GitHub
15 57 (8.15%) CloudFront
16 51 (7.30%) Cloud Computing
17 50 (7.15%) AWS Elastic Beanstalk
18 48 (6.87%) SaaS
19 46 (6.58%) PaaS
20 36 (5.15%) Route 53
Communications & Networking
1 19 (2.72%) Firewall
2 15 (2.15%) VPN
3 14 (2.00%) HTTP
4 13 (1.86%) Internet
5 11 (1.57%) TCP/IP
6 10 (1.43%) DNS
7 8 (1.14%) Network Security
8 7 (1.00%) SSL
9 6 (0.86%) DHCP
10 5 (0.72%) LAN
10 5 (0.72%) Software-Defined Networking
10 5 (0.72%) WAN
11 4 (0.57%) CTI
12 3 (0.43%) HTTPS
13 2 (0.29%) Bluetooth
13 2 (0.29%) NFC
13 2 (0.29%) RFID
13 2 (0.29%) VLAN
14 1 (0.14%) MQTT
14 1 (0.14%) SAN
Database & Business Intelligence
1 146 (20.89%) Amazon RDS
2 137 (19.60%) MySQL
3 133 (19.03%) NoSQL
4 113 (16.17%) MongoDB
5 112 (16.02%) PostgreSQL
6 107 (15.31%) Amazon Athena
7 93 (13.30%) Redis
8 78 (11.16%) SQL Server
9 63 (9.01%) Amazon Aurora
10 62 (8.87%) Big Data
11 56 (8.01%) Apache Cassandra
12 55 (7.87%) Relational Database
13 39 (5.58%) Hadoop
14 36 (5.15%) Amazon Redshift
15 31 (4.43%) RDBMS
16 27 (3.86%) Apache Hive
17 25 (3.58%) Azure SQL Database
18 23 (3.29%) Couchbase
19 20 (2.86%) Amazon QuickSight
20 19 (2.72%) Data Warehouse
Development Applications
1 160 (22.89%) Jenkins
2 157 (22.46%) Git (software)
3 73 (10.44%) JIRA
4 33 (4.72%) GitLab
5 27 (3.86%) Selenium
6 24 (3.43%) webpack
7 23 (3.29%) Artifactory
8 22 (3.15%) Cucumber
9 20 (2.86%) Visual Studio
10 16 (2.29%) Subversion
11 15 (2.15%) JUnit
12 13 (1.86%) Babel
12 13 (1.86%) WebDriver
13 11 (1.57%) Appium
13 11 (1.57%) IntelliJ
13 11 (1.57%) Visual Studio Team System
14 10 (1.43%) Maven
15 9 (1.29%) Ant
15 9 (1.29%) TeamCity
16 8 (1.14%) Bitbucket
General
1 150 (21.46%) Finance
2 49 (7.01%) Retail
3 46 (6.58%) Public Sector
4 40 (5.72%) Marketing
5 38 (5.44%) Manufacturing
6 37 (5.29%) Electronics
7 34 (4.86%) Telecoms
8 32 (4.58%) Front Office
9 31 (4.43%) Banking
10 15 (2.15%) Publishing
11 8 (1.14%) Billing
11 8 (1.14%) Games
12 7 (1.00%) Advertising
12 7 (1.00%) Law
13 2 (0.29%) Investment Banking
14 1 (0.14%) Automotive
14 1 (0.14%) Back Office
14 1 (0.14%) Financial Institution
14 1 (0.14%) Pharmaceutical
Job Titles
1 260 (37.20%) Developer
2 109 (15.59%) Software Engineer
3 97 (13.88%) DevOps Engineer
4 92 (13.16%) Architect
5 76 (10.87%) AWS Engineer
6 61 (8.73%) Python Developer
7 60 (8.58%) AWS DevOps
8 58 (8.30%) AWS DevOps Engineer
9 49 (7.01%) AWS Developer
10 40 (5.72%) .NET Developer
11 39 (5.58%) Cloud Developer
12 38 (5.44%) Cloud Architect
12 38 (5.44%) Senior Software Engineer
13 37 (5.29%) Cloud Engineer
13 37 (5.29%) Java Developer
14 35 (5.01%) Solutions Architect
15 31 (4.43%) C# Developer
15 31 (4.43%) Senior Developer
16 30 (4.29%) Senior DevOps
16 30 (4.29%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 213 (30.47%) Web Services
2 203 (29.04%) Node.js
3 157 (22.46%) CSS
4 155 (22.17%) HTML
5 148 (21.17%) .NET
6 140 (20.03%) React
7 98 (14.02%) AngularJS
8 83 (11.87%) HTML5
9 82 (11.73%) RESTful
10 66 (9.44%) Elastic Stack
11 60 (8.58%) .NET Core
11 60 (8.58%) Kafka
11 60 (8.58%) REST
12 54 (7.73%) CSS3
13 50 (7.15%) Spring
14 43 (6.15%) JSON
15 39 (5.58%) ASP.NET
16 37 (5.29%) Redux
16 37 (5.29%) Spring Boot
17 35 (5.01%) XML
Miscellaneous
1 64 (9.16%) Greenfield Project
2 47 (6.72%) Public Cloud
3 46 (6.58%) Self-Motivation
4 32 (4.58%) Fixed Income
5 31 (4.43%) Hybrid Cloud
6 29 (4.15%) Linux Command Line
7 28 (4.01%) Hedge funds
8 27 (3.86%) Private Cloud
9 26 (3.72%) Cloud Native
9 26 (3.72%) Data Centre
10 23 (3.29%) User Experience
11 21 (3.00%) Mobile App
12 20 (2.86%) Algorithms
13 18 (2.58%) Reference Data
14 16 (2.29%) Analytical Skills
15 9 (1.29%) Credit Risk
15 9 (1.29%) Enterprise Software
15 9 (1.29%) Management Information System
16 7 (1.00%) Mainframe
17 6 (0.86%) Foreign Exchange (FX)
Operating Systems
1 136 (19.46%) Linux
2 76 (10.87%) Windows
3 20 (2.86%) Unix
4 16 (2.29%) Android
5 12 (1.72%) Windows Server
6 10 (1.43%) Apple iOS
6 10 (1.43%) CentOS
7 9 (1.29%) Ubuntu
8 7 (1.00%) Red Hat Enterprise Linux
9 5 (0.72%) Windows 7
9 5 (0.72%) Windows 8
10 4 (0.57%) Windows Server 2008
10 4 (0.57%) Windows Server 2012
11 3 (0.43%) Amazon Linux
11 3 (0.43%) Debian
11 3 (0.43%) Fedora
11 3 (0.43%) Mac OS X
12 2 (0.29%) Mac OS
12 2 (0.29%) VME
13 1 (0.14%) SUSE
Processes & Methodologies
1 363 (51.93%) Agile Software Development
2 314 (44.92%) DevOps
3 172 (24.61%) Software Engineering
4 156 (22.32%) Microservices
5 130 (18.60%) Continuous Integration
6 106 (15.16%) TDD
7 102 (14.59%) Scrum
8 84 (12.02%) Mentoring
9 79 (11.30%) Test Automation
10 78 (11.16%) Infrastructure as Code
11 77 (11.02%) Continuous Delivery
12 71 (10.16%) Fintech
13 61 (8.73%) SDLC
14 55 (7.87%) Unit Testing
15 51 (7.30%) Business Intelligence
16 50 (7.15%) Asset Management
17 48 (6.87%) Computer Science
18 45 (6.44%) Deployment Automation
19 44 (6.29%) Configuration Management
19 44 (6.29%) Front End Development
Programming Languages
1 351 (50.21%) Python
2 273 (39.06%) JavaScript
3 219 (31.33%) Java
4 156 (22.32%) SQL
5 139 (19.89%) C#
6 65 (9.30%) PHP
7 58 (8.30%) Go
8 48 (6.87%) TypeScript
9 37 (5.29%) Scala
9 37 (5.29%) Shell Script
10 32 (4.58%) Java 8
11 31 (4.43%) ES6
12 29 (4.15%) Bash Shell
13 26 (3.72%) C++
13 26 (3.72%) Ruby
14 18 (2.58%) PowerShell
15 13 (1.86%) ES7
15 13 (1.86%) ES8
16 11 (1.57%) R
17 10 (1.43%) T-SQL
Qualifications
1 37 (5.29%) Degree
2 20 (2.86%) AWS Certification
3 16 (2.29%) Computer Science Degree
4 7 (1.00%) Security Cleared
5 5 (0.72%) Microsoft Certification
5 5 (0.72%) PhD
6 4 (0.57%) A+ Certification
7 3 (0.43%) MCSA
8 2 (0.29%) ISEB
8 2 (0.29%) RHCE
8 2 (0.29%) RHCSA
8 2 (0.29%) SC Cleared
9 1 (0.14%) CIPD
9 1 (0.14%) ITIL Certification
9 1 (0.14%) Master's Degree
Quality Assurance & Compliance
1 44 (6.29%) QA
2 6 (0.86%) Data Quality
3 5 (0.72%) NCSC
4 4 (0.57%) GDPR
5 1 (0.14%) HIPAA
System Software
1 232 (33.19%) Docker
2 22 (3.15%) VMware Infrastructure
3 21 (3.00%) Virtual Machines
4 17 (2.43%) Hyper-V
5 15 (2.15%) Active Directory
6 10 (1.43%) Varnish
7 8 (1.14%) HDFS
8 4 (0.57%) OpenSSH
9 3 (0.43%) iptables
10 1 (0.14%) Apache Flume
10 1 (0.14%) zsh
Systems Management
1 143 (20.46%) Terraform
2 135 (19.31%) Kubernetes
3 100 (14.31%) Ansible
4 49 (7.01%) Puppet
5 44 (6.29%) Kibana
6 42 (6.01%) logstash
7 41 (5.87%) Opscode Chef
8 31 (4.43%) Mesos
9 28 (4.01%) Packer
10 27 (3.86%) Nagios
11 24 (3.43%) Marathon
12 13 (1.86%) Prometheus
13 11 (1.57%) Grafana
14 8 (1.14%) Hadoop YARN
14 8 (1.14%) Istio
15 7 (1.00%) linkerd
16 6 (0.86%) Consul
16 6 (0.86%) Docker Swarm
17 5 (0.72%) Microsoft Intune
17 5 (0.72%) Single Sign-On
Vendors
1 61 (8.73%) Splunk
2 49 (7.01%) Microsoft
3 45 (6.44%) Oracle
4 40 (5.72%) SAP
5 34 (4.86%) Google
6 22 (3.15%) VMware
7 13 (1.86%) IBM
8 9 (1.29%) Databricks
8 9 (1.29%) Tableau
9 8 (1.14%) New Relic
9 8 (1.14%) Talend
10 7 (1.00%) Dynatrace
10 7 (1.00%) SolarWinds
11 6 (0.86%) Apple
11 6 (0.86%) Cognos
11 6 (0.86%) Spotify
12 5 (0.72%) Adobe
12 5 (0.72%) Cypress Semiconductor
12 5 (0.72%) Ivanti
12 5 (0.72%) TIBCO