Period
to 23 May 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 23 May 2019 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
23 May 2019
Same period 2018 Same period 2017
Rank 536 691 767
Rank change year-on-year +155 +76 +170
Permanent jobs citing Amazon DynamoDB 722 548 422
As % of all permanent IT jobs advertised in the UK 0.50% 0.32% 0.25%
As % of the Database & Business Intelligence category 1.78% 1.04% 0.81%
Number of salaries quoted 521 481 364
UK median annual salary £67,500 £60,000 £62,500
Median salary % change year-on-year +12.50% -4.00% +4.17%
10th Percentile £38,750 £35,000 £40,000
90th Percentile £98,750 £85,000 £83,750
UK excluding London median annual salary £54,500 £55,000 £52,500
% change year-on-year -0.91% +4.76% -12.50%

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 40,459 52,734 52,306
As % of all permanent IT jobs advertised in the UK 28.09% 30.68% 30.92%
Number of salaries quoted 32,976 43,359 44,408
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 £29,500
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £44,471 £42,000
% change year-on-year +1.19% +5.88% +1.20%

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 23 May 2019.

Salary histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 16 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 23 May 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 +160 700 £67,500 +8.00% 26
London +155 405 £75,000 +11.11% 14
UK excluding London +133 308 £54,500 -0.91% 13
South West +67 93 £57,500 +4.55%
North of England +67 92 £55,000 +15.79% 7
North West +52 59 £62,500 +25.00% 2
South East +20 49 £47,500 -22.45% 1
Midlands +50 48 £55,000 +57.14%
West Midlands +44 39 £57,500 +43.75%
Yorkshire +43 30 £55,000 +10.00% 4
East of England +62 15 £43,750 -27.08% 4
East Midlands +19 9 £55,000 +57.14%
Scotland +10 4 £50,000 -16.67% 1
Wales - 4 £50,000 -
North East +12 3 £54,500 +81.67% 1
Northern Ireland - 3 £42,500 -

For the 6 months to 23 May 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.

1 682 (94.46%) Amazon AWS
2 350 (48.48%) Agile Software Development
3 309 (42.80%) Python
4 305 (42.24%) JavaScript
5 296 (41.00%) Serverless
6 287 (39.75%) AWS Lambda
7 267 (36.98%) DevOps
8 261 (36.15%) Web Services
9 251 (34.76%) HTML
10 238 (32.96%) Amazon S3
11 234 (32.41%) CSS
12 217 (30.06%) Software Engineering
13 212 (29.36%) Docker
14 207 (28.67%) Node.js
15 205 (28.39%) MySQL
16 202 (27.98%) Microservices
17 197 (27.29%) C#
18 196 (27.15%) NoSQL
19 195 (27.01%) .NET
20 190 (26.32%) Java
21 180 (24.93%) Amazon EC2
22 172 (23.82%) SQL Server
23 168 (23.27%) SQL
24 160 (22.16%) AngularJS
25 155 (21.47%) PostgreSQL
26 149 (20.64%) Amazon RDS
27 147 (20.36%) Jenkins
27 147 (20.36%) Microsoft Azure
28 144 (19.94%) Continuous Integration
29 140 (19.39%) Amazon CloudWatch

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
1 121 (16.76%) Elasticsearch
2 54 (7.48%) Apache Spark
3 31 (4.29%) Confluence
4 21 (2.91%) SharePoint
5 16 (2.22%) CMS
6 14 (1.94%) Apache
7 9 (1.25%) Adobe Experience Manager
7 9 (1.25%) nginx
7 9 (1.25%) Tornado
8 7 (0.97%) Tomcat
9 5 (0.69%) Apache Solr
9 5 (0.69%) JBoss
10 4 (0.55%) WebLogic
10 4 (0.55%) WebSphere
11 3 (0.42%) Apache Pig
11 3 (0.42%) OpenStack
12 2 (0.28%) Apache Airflow
12 2 (0.28%) IIS
12 2 (0.28%) WordPress
13 1 (0.14%) Mule
Applications
1 72 (9.97%) Chatbot
2 3 (0.42%) Microsoft Excel
2 3 (0.42%) Microsoft PowerPoint
3 1 (0.14%) Adobe XD
3 1 (0.14%) Figma
3 1 (0.14%) GNU Octave
3 1 (0.14%) MS Visio
3 1 (0.14%) Sketch
Business Applications
1 3 (0.42%) Remedy ITSM
2 1 (0.14%) Magento
2 1 (0.14%) SAP MDG
Cloud Services
1 682 (94.46%) Amazon AWS
2 296 (41.00%) Serverless
3 287 (39.75%) AWS Lambda
4 238 (32.96%) Amazon S3
5 180 (24.93%) Amazon EC2
6 147 (20.36%) Microsoft Azure
7 140 (19.39%) Amazon CloudWatch
8 126 (17.45%) Amazon SQS
9 111 (15.37%) Amazon Kinesis
10 107 (14.82%) AWS CloudFormation
11 87 (12.05%) Virtual Private Cloud
12 67 (9.28%) Google Cloud Platform
13 64 (8.86%) Route 53
14 49 (6.79%) AWS Elastic Beanstalk
14 49 (6.79%) PaaS
15 48 (6.65%) CloudFront
16 40 (5.54%) Cloud Computing
17 36 (4.99%) Amazon ELB
18 35 (4.85%) GitHub
19 33 (4.57%) SaaS
Communications & Networking
1 19 (2.63%) DNS
1 19 (2.63%) TCP/IP
2 18 (2.49%) HTTP
3 16 (2.22%) Firewall
3 16 (2.22%) VPN
4 10 (1.39%) LAN
4 10 (1.39%) Software-Defined Networking
4 10 (1.39%) WAN
5 5 (0.69%) Bluetooth
6 4 (0.55%) Internet
6 4 (0.55%) NFC
6 4 (0.55%) RFID
7 3 (0.42%) HTTPS
8 2 (0.28%) VLAN
9 1 (0.14%) MQTT
9 1 (0.14%) SAN
9 1 (0.14%) Wi-Fi
9 1 (0.14%) ZigBee
Database & Business Intelligence
1 205 (28.39%) MySQL
2 196 (27.15%) NoSQL
3 172 (23.82%) SQL Server
4 155 (21.47%) PostgreSQL
5 149 (20.64%) Amazon RDS
6 136 (18.84%) MongoDB
7 101 (13.99%) Apache Cassandra
7 101 (13.99%) Big Data
8 88 (12.19%) Redis
9 74 (10.25%) Amazon Athena
10 61 (8.45%) Relational Database
11 55 (7.62%) Amazon Redshift
12 51 (7.06%) Hadoop
13 44 (6.09%) Data Warehouse
14 39 (5.40%) Azure SQL Database
15 30 (4.16%) Amazon Aurora
16 29 (4.02%) Neo4j
17 27 (3.74%) HBase
18 22 (3.05%) SQL Server 2016
18 22 (3.05%) SQL Server Integration Services
Development Applications
1 147 (20.36%) Jenkins
2 134 (18.56%) Git (software)
3 50 (6.93%) JIRA
4 23 (3.19%) Visual Studio
5 18 (2.49%) GitLab
6 16 (2.22%) Cucumber
7 14 (1.94%) Gradle
7 14 (1.94%) webpack
8 13 (1.80%) Bitbucket
8 13 (1.80%) Travis CI
9 12 (1.66%) ReSharper
10 10 (1.39%) SonarQube
10 10 (1.39%) Sonatype Nexus
11 8 (1.11%) Artifactory
11 8 (1.11%) Babel
11 8 (1.11%) Octopus Deploy
11 8 (1.11%) TeamCity
12 7 (0.97%) Maven
12 7 (0.97%) Selenium
12 7 (0.97%) Visual Studio Team System
General
1 125 (17.31%) Finance
2 49 (6.79%) Retail
3 37 (5.12%) Banking
4 23 (3.19%) Telecoms
5 21 (2.91%) Law
6 17 (2.35%) Marketing
7 15 (2.08%) Manufacturing
8 14 (1.94%) Billing
9 13 (1.80%) Games
10 10 (1.39%) Electronics
10 10 (1.39%) Pharmaceutical
11 8 (1.11%) Automotive
12 5 (0.69%) Investment Banking
12 5 (0.69%) Publishing
13 3 (0.42%) Advertising
14 2 (0.28%) Legal
15 1 (0.14%) Financial Institution
15 1 (0.14%) Prime Brokerage
15 1 (0.14%) Retail Banking
Job Titles
1 280 (38.78%) Developer
2 140 (19.39%) Software Engineer
3 102 (14.13%) Architect
4 94 (13.02%) Senior Software Engineer
5 60 (8.31%) DevOps Engineer
6 52 (7.20%) .NET Developer
7 50 (6.93%) Python Developer
8 47 (6.51%) Cloud Developer
9 46 (6.37%) Senior Developer
10 45 (6.23%) AWS Developer
10 45 (6.23%) Cloud Architect
11 38 (5.26%) C# Developer
12 36 (4.99%) C# .NET Developer
13 35 (4.85%) DBA
14 33 (4.57%) Java Developer
15 32 (4.43%) Administrator
15 32 (4.43%) AWS DevOps
15 32 (4.43%) Consultant
16 31 (4.29%) AWS Engineer
17 30 (4.16%) Java Engineer
Libraries, Frameworks & Software Standards
1 261 (36.15%) Web Services
2 251 (34.76%) HTML
3 234 (32.41%) CSS
4 207 (28.67%) Node.js
5 195 (27.01%) .NET
6 160 (22.16%) AngularJS
7 134 (18.56%) React
8 131 (18.14%) ASP.NET
9 105 (14.54%) ASP.NET MVC
10 81 (11.22%) RESTful
11 77 (10.66%) REST
12 75 (10.39%) Kafka
13 74 (10.25%) HTML5
14 73 (10.11%) .NET Core
15 63 (8.73%) Redux
16 61 (8.45%) Elastic Stack
17 55 (7.62%) ASP.NET Web API
18 46 (6.37%) CSS3
19 43 (5.96%) Spring
20 39 (5.40%) JSON
Miscellaneous
1 39 (5.40%) Self-Motivation
2 38 (5.26%) Fintech
3 36 (4.99%) Hybrid Cloud
4 35 (4.85%) Greenfield Project
4 35 (4.85%) Public Cloud
5 31 (4.29%) Linux Command Line
6 22 (3.05%) Replication
7 21 (2.91%) Clustering
7 21 (2.91%) User Experience
8 20 (2.77%) Data Centre
9 19 (2.63%) Private Cloud
10 17 (2.35%) Cloud Native
11 16 (2.22%) Hedge funds
12 15 (2.08%) Life Science
13 14 (1.94%) Analytical Skills
13 14 (1.94%) Mobile App
14 7 (0.97%) Algorithms
15 6 (0.83%) Data Structures
16 5 (0.69%) Mainframe
16 5 (0.69%) Online Banking
Operating Systems
1 125 (17.31%) Linux
2 72 (9.97%) Windows
3 26 (3.60%) Android
4 23 (3.19%) Unix
5 19 (2.63%) Apple iOS
6 10 (1.39%) Windows Server
7 6 (0.83%) Ubuntu
8 5 (0.69%) CentOS
9 3 (0.42%) Amazon Linux
9 3 (0.42%) Red Hat Enterprise Linux
10 2 (0.28%) Debian
Processes & Methodologies
1 350 (48.48%) Agile Software Development
2 267 (36.98%) DevOps
3 217 (30.06%) Software Engineering
4 202 (27.98%) Microservices
5 144 (19.94%) Continuous Integration
6 132 (18.28%) MVC
7 130 (18.01%) Scrum
8 121 (16.76%) Continuous Delivery
9 115 (15.93%) TDD
10 110 (15.24%) Mentoring
11 96 (13.30%) Test Automation
12 91 (12.60%) Coaching
13 81 (11.22%) Conversational UI
14 74 (10.25%) SDLC
15 72 (9.97%) Computer Science
16 71 (9.83%) API Development
17 64 (8.86%) Open Source
18 63 (8.73%) Artificial Intelligence
19 60 (8.31%) Business Intelligence
19 60 (8.31%) Machine Learning
Programming Languages
1 309 (42.80%) Python
2 305 (42.24%) JavaScript
3 197 (27.29%) C#
4 190 (26.32%) Java
5 168 (23.27%) SQL
6 68 (9.42%) PHP
7 59 (8.17%) Go
8 57 (7.89%) Scala
9 33 (4.57%) Shell Script
10 30 (4.16%) Java 8
11 28 (3.88%) ES6
12 23 (3.19%) T-SQL
12 23 (3.19%) TypeScript
13 21 (2.91%) Bash Shell
13 21 (2.91%) Ruby
14 19 (2.63%) C++
14 19 (2.63%) PowerShell
15 15 (2.08%) Clojure
16 14 (1.94%) ML
17 8 (1.11%) F#
Qualifications
1 56 (7.76%) Degree
2 30 (4.16%) AWS Certification
3 25 (3.46%) Computer Science Degree
4 22 (3.05%) MCSA
4 22 (3.05%) Microsoft Certification
5 14 (1.94%) PhD
5 14 (1.94%) Security Cleared
6 6 (0.83%) Master's Degree
7 3 (0.42%) CIPD
7 3 (0.42%) ISEB
8 2 (0.28%) RHCE
8 2 (0.28%) RHCSA
8 2 (0.28%) TOGAF Certification
9 1 (0.14%) CISSP
9 1 (0.14%) ITIL Certification
9 1 (0.14%) MCSE
9 1 (0.14%) SC Cleared
Quality Assurance & Compliance
1 38 (5.26%) QA
2 10 (1.39%) GDPR
3 6 (0.83%) Data Quality
3 6 (0.83%) ISO 9001
4 3 (0.42%) MiFID
5 1 (0.14%) COBIT
5 1 (0.14%) HIPAA
System Software
1 212 (29.36%) Docker
2 38 (5.26%) VMware Infrastructure
3 17 (2.35%) Virtual Machines
4 13 (1.80%) Hyper-V
5 5 (0.69%) Apache ZooKeeper
6 4 (0.55%) Active Directory
6 4 (0.55%) Varnish
7 3 (0.42%) Apache Flume
8 2 (0.28%) HDFS
Systems Management
1 107 (14.82%) Kubernetes
2 87 (12.05%) Terraform
3 77 (10.66%) Ansible
4 55 (7.62%) Puppet
5 50 (6.93%) logstash
6 46 (6.37%) Kibana
7 45 (6.23%) Opscode Chef
8 21 (2.91%) Failover Clustering
8 21 (2.91%) Mesos
8 21 (2.91%) Perfmon
9 18 (2.49%) Packer
10 13 (1.80%) Nagios
11 10 (1.39%) Marathon
11 10 (1.39%) Microsoft Intune
11 10 (1.39%) SCCM
12 5 (0.69%) Grafana
13 4 (0.55%) Prometheus
14 3 (0.42%) Hadoop YARN
14 3 (0.42%) rkt
14 3 (0.42%) Single Sign-On
Vendors
1 67 (9.28%) Microsoft
2 64 (8.86%) Splunk
3 43 (5.96%) Oracle
4 42 (5.82%) Google
5 38 (5.26%) VMware
6 31 (4.29%) IBM
6 31 (4.29%) SolarWinds
7 21 (2.91%) RedGate
7 21 (2.91%) Veeam
8 19 (2.63%) New Relic
9 10 (1.39%) Ivanti
9 10 (1.39%) SAP
10 8 (1.11%) Zend
11 6 (0.83%) Cognos
11 6 (0.83%) Tableau
12 4 (0.55%) Atlassian
13 3 (0.42%) Adobe
13 3 (0.42%) Remedy
13 3 (0.42%) Solace
13 3 (0.42%) TIBCO