Period
to 15 January 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 15 January 2019 with a comparison to the same period in the previous 2 years.

Amazon DynamoDB
UK
6 months to
15 Jan 2019
Same period 2018 Same period 2017
Rank 550 678 894
Rank change year-on-year +128 +216 +167
Permanent jobs citing Amazon DynamoDB 713 550 305
As % of all permanent IT jobs advertised in the UK 0.47% 0.32% 0.17%
As % of the Database & Business Intelligence category 1.64% 1.04% 0.58%
Number of salaries quoted 520 468 269
UK median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +4.35%
10th Percentile £38,750 £35,000 £37,500
90th Percentile £96,250 £90,000 £87,500
UK excluding London median annual salary £55,000 £50,000 £51,250
% change year-on-year +10.00% -2.44% -10.87%

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 43,365 52,636 52,283
As % of all permanent IT jobs advertised in the UK 28.69% 30.54% 29.85%
Number of salaries quoted 35,663 43,606 44,704
UK median annual salary £52,500 £48,000 £47,500
Median salary % change year-on-year +9.38% +1.05% +5.56%
10th Percentile £31,250 £30,000 £29,375
90th Percentile £85,000 £77,500 £77,500
UK excluding London median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +4.94%

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 15 January 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 15 January 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 +113 666 £62,500 +4.17% 128
UK excluding London +159 402 £55,000 +10.00% 59
London +35 290 £72,500 +3.57% 73
South West +45 130 £65,000 +52.94% 3
Midlands +101 78 £55,000 +57.14% 13
West Midlands +99 75 £55,000 +57.14% 11
North of England +70 75 £42,250 -8.65% 19
South East +19 75 £50,000 -20.00% 14
North West +35 41 £50,000 +5.26% 5
Yorkshire - 23 £37,500 - 11
East of England +24 22 £55,000 -8.33% 6
Scotland +9 12 £52,500 +23.53% 1
North East +11 11 £45,000 - 3
Northern Ireland - 6 £42,500 -
Wales +2 4 £40,000 -20.00% 3
East Midlands +11 3 £85,000 +161.54% 2

For the 6 months to 15 January 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.

1 646 (90.60%) Amazon AWS
2 313 (43.90%) Agile Software Development
3 285 (39.97%) JavaScript
4 269 (37.73%) Web Services
5 260 (36.47%) NoSQL
6 249 (34.92%) Java
7 248 (34.78%) PostgreSQL
8 246 (34.50%) Python
9 245 (34.36%) MySQL
10 241 (33.80%) Microservices
11 210 (29.45%) Software Engineering
12 208 (29.17%) Serverless
13 203 (28.47%) AWS Lambda
14 198 (27.77%) DevOps
14 198 (27.77%) HTML
15 190 (26.65%) SQL Server
15 190 (26.65%) AngularJS
16 187 (26.23%) CSS
17 185 (25.95%) SQL
18 181 (25.39%) Linux
18 181 (25.39%) MongoDB
19 179 (25.11%) C#
20 174 (24.40%) Amazon S3
21 167 (23.42%) .NET
22 159 (22.30%) Continuous Delivery
23 157 (22.02%) Docker
24 156 (21.88%) MVC
25 150 (21.04%) Amazon EC2
26 137 (19.21%) Microsoft Azure
27 136 (19.07%) Amazon RDS

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 65 (9.12%) Elasticsearch
2 50 (7.01%) Apache Spark
3 18 (2.52%) Apache
4 16 (2.24%) Tomcat
5 14 (1.96%) CMS
5 14 (1.96%) nginx
6 12 (1.68%) WebLogic
7 9 (1.26%) SharePoint
8 8 (1.12%) Adobe Experience Manager
9 7 (0.98%) Confluence
10 6 (0.84%) JBoss
11 5 (0.70%) WebSphere
12 4 (0.56%) Apache Pig
12 4 (0.56%) OpenStack
12 4 (0.56%) Tornado
13 3 (0.42%) EPiServer
13 3 (0.42%) Kentico
13 3 (0.42%) Oracle SOA Suite
13 3 (0.42%) Sitecore CMS
13 3 (0.42%) Umbraco
Applications
1 86 (12.06%) Chatbot
2 9 (1.26%) Microsoft Excel
2 9 (1.26%) Microsoft PowerPoint
3 2 (0.28%) GNU Octave
3 2 (0.28%) Maya
Business Applications
1 9 (1.26%) Remedy ITSM
2 1 (0.14%) Magento
Cloud Services
1 646 (90.60%) Amazon AWS
2 208 (29.17%) Serverless
3 203 (28.47%) AWS Lambda
4 174 (24.40%) Amazon S3
5 150 (21.04%) Amazon EC2
6 137 (19.21%) Microsoft Azure
7 98 (13.74%) Amazon SQS
8 93 (13.04%) Amazon CloudWatch
9 81 (11.36%) AWS CloudFormation
10 73 (10.24%) Google Cloud Platform
11 70 (9.82%) Virtual Private Cloud
12 66 (9.26%) SaaS
13 54 (7.57%) Amazon Kinesis
14 39 (5.47%) Cloud Computing
15 36 (5.05%) CloudFront
16 31 (4.35%) Route 53
17 29 (4.07%) GitHub
18 28 (3.93%) Amazon ElastiCache
18 28 (3.93%) Azure Active Directory
19 25 (3.51%) Amazon EMR
Communications & Networking
1 27 (3.79%) HTTP
2 13 (1.82%) DNS
3 7 (0.98%) SSL
4 5 (0.70%) Intrusion Detection
5 3 (0.42%) Firewall
5 3 (0.42%) Internet
5 3 (0.42%) LAN
5 3 (0.42%) TCP/IP
6 2 (0.28%) VPN
6 2 (0.28%) WAN
7 1 (0.14%) HTTPS
7 1 (0.14%) IPsec
7 1 (0.14%) Software-Defined Networking
Database & Business Intelligence
1 260 (36.47%) NoSQL
2 248 (34.78%) PostgreSQL
3 245 (34.36%) MySQL
4 190 (26.65%) SQL Server
5 181 (25.39%) MongoDB
6 136 (19.07%) Amazon RDS
7 106 (14.87%) Apache Cassandra
7 106 (14.87%) Relational Database
8 88 (12.34%) Big Data
9 71 (9.96%) Amazon Redshift
10 46 (6.45%) Hadoop
11 43 (6.03%) RDBMS
12 37 (5.19%) Azure SQL Database
13 34 (4.77%) DB2
14 31 (4.35%) Redis
15 26 (3.65%) Amazon Athena
16 25 (3.51%) CouchDB
17 22 (3.09%) BigQuery
18 21 (2.95%) Apache Hive
18 21 (2.95%) HBase
Development Applications
1 98 (13.74%) Jenkins
2 78 (10.94%) Git (software)
3 39 (5.47%) Maven
4 34 (4.77%) Gradle
5 25 (3.51%) Bitbucket
6 19 (2.66%) JIRA
7 15 (2.10%) Grunt
7 15 (2.10%) gulp
7 15 (2.10%) Octopus Deploy
7 15 (2.10%) Visual Studio
8 14 (1.96%) CircleCI
9 13 (1.82%) webpack
10 10 (1.40%) Vagrant
11 9 (1.26%) CruiseControl
11 9 (1.26%) JUnit
12 8 (1.12%) Cucumber
12 8 (1.12%) ReSharper
13 7 (0.98%) Selenium
14 6 (0.84%) Mockito
15 5 (0.70%) Hudson
General
1 128 (17.95%) Finance
2 60 (8.42%) Retail
3 25 (3.51%) Marketing
4 22 (3.09%) Law
5 19 (2.66%) Military
6 17 (2.38%) Telecoms
7 16 (2.24%) Electronics
7 16 (2.24%) Manufacturing
8 12 (1.68%) Banking
8 12 (1.68%) Games
9 7 (0.98%) Automotive
10 6 (0.84%) Billing
10 6 (0.84%) Investment Banking
10 6 (0.84%) Pharmaceutical
11 4 (0.56%) Advertising
12 2 (0.28%) Legal
13 1 (0.14%) Publishing
Job Titles
1 253 (35.48%) Developer
2 143 (20.06%) Software Engineer
3 103 (14.45%) Architect
4 96 (13.46%) Senior Software Engineer
5 83 (11.64%) DevOps Engineer
6 62 (8.70%) Senior Developer
7 59 (8.27%) Java Developer
8 51 (7.15%) DBA
9 49 (6.87%) AWS Developer
10 44 (6.17%) .NET Developer
11 42 (5.89%) Administrator
12 38 (5.33%) AWS Engineer
12 38 (5.33%) Cloud Engineer
13 33 (4.63%) C# .NET Developer
13 33 (4.63%) C# Developer
13 33 (4.63%) Cloud Architect
14 26 (3.65%) Data Engineer
14 26 (3.65%) Solutions Architect
15 24 (3.37%) Lead DevOps
16 23 (3.23%) Cloud Solutions Architect
Libraries, Frameworks & Software Standards
1 269 (37.73%) Web Services
2 198 (27.77%) HTML
3 190 (26.65%) AngularJS
4 187 (26.23%) CSS
5 167 (23.42%) .NET
6 135 (18.93%) ASP.NET
7 125 (17.53%) Node.js
8 117 (16.41%) ASP.NET MVC
9 88 (12.34%) React
10 87 (12.20%) RESTful
11 67 (9.40%) Spring
12 55 (7.71%) Kafka
13 52 (7.29%) REST
14 51 (7.15%) HTML5
15 43 (6.03%) Redux
16 42 (5.89%) ASP.NET Web API
17 37 (5.19%) .NET Core
18 34 (4.77%) CSS3
19 31 (4.35%) Spring Boot
20 28 (3.93%) RabbitMQ
Miscellaneous
1 52 (7.29%) Self-Motivation
2 42 (5.89%) Data Centre
3 38 (5.33%) Fintech
4 35 (4.91%) Enterprise Software
4 35 (4.91%) Public Cloud
5 34 (4.77%) Algorithms
6 33 (4.63%) Greenfield Project
6 33 (4.63%) Private Cloud
7 30 (4.21%) Hybrid Cloud
8 22 (3.09%) Analytical Skills
9 21 (2.95%) Data Structures
10 17 (2.38%) Cloud Native
11 13 (1.82%) Linux Command Line
12 12 (1.68%) Mobile App
12 12 (1.68%) User Experience
13 11 (1.54%) Replication
14 9 (1.26%) Clustering
15 5 (0.70%) Driving Licence
15 5 (0.70%) Life Science
16 4 (0.56%) Equities
Operating Systems
1 181 (25.39%) Linux
2 58 (8.13%) Unix
3 56 (7.85%) Windows
4 16 (2.24%) Android
5 10 (1.40%) Apple iOS
6 6 (0.84%) Windows Server
7 4 (0.56%) Windows Server 2012
8 2 (0.28%) Red Hat Enterprise Linux
9 1 (0.14%) AIX
9 1 (0.14%) CentOS
9 1 (0.14%) CoreOS
9 1 (0.14%) Debian
Processes & Methodologies
1 313 (43.90%) Agile Software Development
2 241 (33.80%) Microservices
3 210 (29.45%) Software Engineering
4 198 (27.77%) DevOps
5 159 (22.30%) Continuous Delivery
6 156 (21.88%) MVC
7 136 (19.07%) TDD
8 134 (18.79%) Mentoring
9 122 (17.11%) Coaching
10 100 (14.03%) Continuous Integration
11 98 (13.74%) API Development
12 93 (13.04%) Conversational UI
13 90 (12.62%) Scrum
14 80 (11.22%) Test Automation
15 72 (10.10%) Business Intelligence
16 70 (9.82%) BDD
17 68 (9.54%) Computer Science
18 60 (8.42%) Continuous Improvement
19 57 (7.99%) Machine Learning
19 57 (7.99%) SOA
Programming Languages
1 285 (39.97%) JavaScript
2 249 (34.92%) Java
3 246 (34.50%) Python
4 185 (25.95%) SQL
5 179 (25.11%) C#
6 75 (10.52%) PHP
7 62 (8.70%) Go
7 62 (8.70%) Scala
8 58 (8.13%) Java 8
9 50 (7.01%) Bash Shell
10 34 (4.77%) PowerShell
11 33 (4.63%) Ruby
12 26 (3.65%) C++
12 26 (3.65%) Kotlin
13 24 (3.37%) C
14 23 (3.23%) TypeScript
15 14 (1.96%) ES6
15 14 (1.96%) Shell Script
16 12 (1.68%) PHP 7
17 10 (1.40%) T-SQL
Qualifications
1 61 (8.56%) Degree
2 17 (2.38%) Computer Science Degree
3 13 (1.82%) AWS Certification
4 10 (1.40%) MCSA
4 10 (1.40%) Microsoft Certification
5 9 (1.26%) ISEB
6 8 (1.12%) PhD
7 5 (0.70%) CIPD
8 3 (0.42%) HND
9 2 (0.28%) Security Cleared
10 1 (0.14%) CISSP
10 1 (0.14%) MCSE
10 1 (0.14%) SC Cleared
10 1 (0.14%) TOGAF Certification
Quality Assurance & Compliance
1 17 (2.38%) QA
2 16 (2.24%) GDPR
3 12 (1.68%) ISO/IEC 27001
4 9 (1.26%) MiFID
System Software
1 157 (22.02%) Docker
2 36 (5.05%) VMware Infrastructure
3 28 (3.93%) Virtual Machines
4 23 (3.23%) Hyper-V
5 9 (1.26%) Active Directory
5 9 (1.26%) Apache ZooKeeper
6 8 (1.12%) HDFS
7 1 (0.14%) Varnish
7 1 (0.14%) VMware ESXi
Systems Management
1 85 (11.92%) Terraform
2 82 (11.50%) Ansible
3 67 (9.40%) Puppet
4 58 (8.13%) Kubernetes
5 45 (6.31%) Opscode Chef
6 24 (3.37%) Packer
7 23 (3.23%) Kibana
8 21 (2.95%) Mesos
9 19 (2.66%) logstash
10 11 (1.54%) Grafana
11 9 (1.26%) Ambari
11 9 (1.26%) Failover Clustering
11 9 (1.26%) Hadoop YARN
11 9 (1.26%) Perfmon
11 9 (1.26%) rkt
11 9 (1.26%) Single Sign-On
12 7 (0.98%) HAProxy
13 6 (0.84%) Prometheus
14 5 (0.70%) Graphite
15 3 (0.42%) Istio
Vendors
1 66 (9.26%) Oracle
2 49 (6.87%) Google
2 49 (6.87%) Microsoft
3 37 (5.19%) VMware
4 34 (4.77%) IBM
5 21 (2.95%) Splunk
6 20 (2.81%) New Relic
6 20 (2.81%) Zend
7 16 (2.24%) SAP
8 11 (1.54%) Atlassian
9 10 (1.40%) SolarWinds
10 9 (1.26%) Hortonworks
10 9 (1.26%) RedGate
10 9 (1.26%) Remedy
10 9 (1.26%) Solace
10 9 (1.26%) TIBCO
10 9 (1.26%) Veeam
11 7 (0.98%) Dynatrace
11 7 (0.98%) Sybase
12 5 (0.70%) Sitecore