Period
to 15 August 2018

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Amazon DynamoDB skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon DynamoDB over the 6 months to 15 August 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon DynamoDB
UK > England
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 624 637 699
Rank change year-on-year +13 +62 +152
Contract jobs citing Amazon DynamoDB 241 198 179
As % of all contract IT jobs advertised in England 0.26% 0.22% 0.18%
As % of the Database & Business Intelligence category 1.12% 0.99% 0.80%
Number of daily rates quoted 175 189 149
England median daily rate £538 £475 £475
Median daily rate % change year-on-year +13.16% - +15.15%
10th Percentile £394 £390 £373
90th Percentile £633 £596 £588
UK median daily rate £538 £475 £475
% change year-on-year +13.16% - +15.15%
Number of hourly rates quoted 1 0 0
England median hourly rate £75.00 - -
UK median hourly rate £75.00 - -

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 contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 21,440 19,952 22,451
As % of all contract IT jobs advertised in England 22.95% 22.64% 22.25%
Number of daily rates quoted 15,124 13,424 15,241
England median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £300 £285
90th Percentile £638 £625 £600
UK median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +6.25%
Number of hourly rates quoted 225 227 332
England median hourly rate £30.00 £30.50 £28.50
Median hourly rate % change year-on-year -1.64% +7.02% +14.00%
10th Percentile £14.00 £11.17 £12.00
90th Percentile £52.65 £52.50 £50.90
UK median hourly rate £30.00 £31.50 £28.50
% change year-on-year -4.76% +10.53% +8.57%

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
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Amazon DynamoDB in England.

Contractor daily rate trend for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Amazon DynamoDB in England over the 6 months to 15 August 2018.

Contractor daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon DynamoDB within the England region over the 6 months to 15 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +12 152 £550 +10.00% 57
South East -24 44 £544 +19.18% 10
North of England +4 34 £450 - 20
North West 0 19 £475 +5.56% 8
Yorkshire -1 15 £450 -5.01% 10
Midlands -27 6 £375 -16.67% 7
East Midlands -3 4 £400 -11.11% 2
South West -15 3 £255 -44.11% 5
West Midlands -27 2 £350 -30.00% 5
East of England -22 1 £570 +34.12% 11
Amazon DynamoDB
UK

For the 6 months to 15 August 2018, IT contractor 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 contract job ads across the England region with a requirement for Amazon DynamoDB.

1 210 (87.14%) Amazon AWS
2 125 (51.87%) Serverless
3 119 (49.38%) Java
4 116 (48.13%) Agile Software Development
5 112 (46.47%) AWS Lambda
6 87 (36.10%) Node.js
7 85 (35.27%) Microservices
8 84 (34.85%) JavaScript
9 81 (33.61%) Docker
10 65 (26.97%) DevOps
10 65 (26.97%) Python
10 65 (26.97%) Amazon EC2
11 64 (26.56%) TDD
11 64 (26.56%) Jenkins
12 61 (25.31%) Amazon S3
13 58 (24.07%) NoSQL
14 52 (21.58%) Web Services
15 49 (20.33%) Git (software)
16 48 (19.92%) AWS CloudFormation
17 47 (19.50%) Software Engineering
18 45 (18.67%) Scrum
19 44 (18.26%) Amazon RDS
20 43 (17.84%) Continuous Integration
21 38 (15.77%) PostgreSQL
21 38 (15.77%) Amazon Kinesis
22 37 (15.35%) Test Automation
23 36 (14.94%) Linux
23 36 (14.94%) Kubernetes
23 36 (14.94%) Elasticsearch
24 35 (14.52%) AngularJS

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 36 (14.94%) Elasticsearch
2 14 (5.81%) Confluence
3 6 (2.49%) Apache Spark
4 5 (2.07%) CMS
5 4 (1.66%) Adobe Experience Manager
5 4 (1.66%) Apache Solr
6 3 (1.24%) Apache
6 3 (1.24%) Magnolia
7 2 (0.83%) Cloud Foundry
7 2 (0.83%) nginx
7 2 (0.83%) Oracle SOA Suite
7 2 (0.83%) WebSphere
8 1 (0.41%) Apache Pig
8 1 (0.41%) JBoss
8 1 (0.41%) Jetty
8 1 (0.41%) OpenStack
8 1 (0.41%) SAS
8 1 (0.41%) Tomcat
8 1 (0.41%) WebLogic
8 1 (0.41%) WebSphere Application Server
Applications
1 2 (0.83%) Microsoft Excel
2 1 (0.41%) Chatbot
Business Applications
1 2 (0.83%) Markit EDM
1 2 (0.83%) PolarLake
2 1 (0.41%) Magento
Cloud Services
1 210 (87.14%) Amazon AWS
2 125 (51.87%) Serverless
3 112 (46.47%) AWS Lambda
4 65 (26.97%) Amazon EC2
5 61 (25.31%) Amazon S3
6 48 (19.92%) AWS CloudFormation
7 38 (15.77%) Amazon Kinesis
8 25 (10.37%) Amazon SQS
9 22 (9.13%) Amazon CloudWatch
10 19 (7.88%) Google Cloud Platform
10 19 (7.88%) Microsoft Azure
11 17 (7.05%) Amazon ElastiCache
12 16 (6.64%) GitHub
13 14 (5.81%) Virtual Private Cloud
14 13 (5.39%) CloudFront
15 10 (4.15%) Amazon EMR
15 10 (4.15%) Fastly
15 10 (4.15%) Heroku
16 9 (3.73%) Route 53
17 7 (2.90%) SaaS
Communications & Networking
1 8 (3.32%) SMS
2 7 (2.90%) HTTP
3 4 (1.66%) DNS
3 4 (1.66%) TCP/IP
4 2 (0.83%) SSH
4 2 (0.83%) VPN
5 1 (0.41%) Internet
5 1 (0.41%) Intranet
5 1 (0.41%) Intrusion Detection
5 1 (0.41%) SMTP
Database & Business Intelligence
1 58 (24.07%) NoSQL
2 44 (18.26%) Amazon RDS
3 38 (15.77%) PostgreSQL
4 32 (13.28%) MongoDB
5 30 (12.45%) MySQL
6 23 (9.54%) Redis
7 20 (8.30%) SQL Server
8 19 (7.88%) Apache Cassandra
9 17 (7.05%) Amazon Aurora
9 17 (7.05%) Amazon Redshift
10 13 (5.39%) Neo4j
10 13 (5.39%) Relational Database
11 10 (4.15%) CouchDB
12 7 (2.90%) RDBMS
13 6 (2.49%) Big Data
14 5 (2.07%) Data Warehouse
15 4 (1.66%) Apache Hive
15 4 (1.66%) Data Lake
15 4 (1.66%) Hadoop
16 3 (1.24%) Amazon Athena
Development Applications
1 64 (26.56%) Jenkins
2 49 (20.33%) Git (software)
3 34 (14.11%) JIRA
4 16 (6.64%) CircleCI
4 16 (6.64%) webpack
5 14 (5.81%) Maven
6 10 (4.15%) Cucumber
6 10 (4.15%) Gradle
6 10 (4.15%) Mercurial
7 9 (3.73%) JUnit
8 8 (3.32%) TeamCity
9 7 (2.90%) Bitbucket
9 7 (2.90%) Selenium
10 6 (2.49%) IntelliJ
11 5 (2.07%) Spock
11 5 (2.07%) Travis CI
12 4 (1.66%) Checkstyle
12 4 (1.66%) Eclipse
12 4 (1.66%) Octopus Deploy
12 4 (1.66%) SonarQube
General
1 26 (10.79%) Finance
2 22 (9.13%) Banking
3 15 (6.22%) Retail
4 4 (1.66%) Legal
5 2 (0.83%) Back Office
5 2 (0.83%) Front Office
5 2 (0.83%) Games
6 1 (0.41%) Avionics
6 1 (0.41%) Digital Economy
6 1 (0.41%) Investment Banking
6 1 (0.41%) Marketing
6 1 (0.41%) Publishing
6 1 (0.41%) Retail Banking
Job Titles
1 144 (59.75%) Developer
2 38 (15.77%) Java Developer
3 29 (12.03%) AWS Developer
4 21 (8.71%) Architect
4 21 (8.71%) Node.js Developer
5 20 (8.30%) DevOps Engineer
5 20 (8.30%) Senior Developer
6 19 (7.88%) AWS Engineer
7 18 (7.47%) Full Stack Developer
8 15 (6.22%) Backend Developer
8 15 (6.22%) JavaScript Developer
8 15 (6.22%) Software Engineer
9 13 (5.39%) Cloud Engineer
10 10 (4.15%) React Developer
10 10 (4.15%) Tester
11 9 (3.73%) Developer/Software Engineer
11 9 (3.73%) Python Developer
12 8 (3.32%) Java Engineer
12 8 (3.32%) Senior Software Developer
12 8 (3.32%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 87 (36.10%) Node.js
2 52 (21.58%) Web Services
3 35 (14.52%) AngularJS
4 34 (14.11%) REST
5 31 (12.86%) RESTful
6 30 (12.45%) Spring
7 29 (12.03%) GraphQL
8 27 (11.20%) React
9 26 (10.79%) CSS
9 26 (10.79%) HTML
10 23 (9.54%) Kafka
11 20 (8.30%) Redux
11 20 (8.30%) Sass
11 20 (8.30%) Spring Boot
12 17 (7.05%) HTML5
13 14 (5.81%) RabbitMQ
14 13 (5.39%) .NET
15 12 (4.98%) JSON
16 11 (4.56%) D3.js
16 11 (4.56%) Lambda Expressions
Miscellaneous
1 20 (8.30%) Fintech
1 20 (8.30%) Mobile App
2 12 (4.98%) User Experience
3 10 (4.15%) Cloud Native
3 10 (4.15%) Greenfield Project
4 5 (2.07%) Analytical Skills
4 5 (2.07%) Computer Science
4 5 (2.07%) Linux Command Line
5 3 (1.24%) Enterprise Software
5 3 (1.24%) Public Cloud
6 2 (0.83%) Derivative
6 2 (0.83%) Equities
6 2 (0.83%) Fixed Income
6 2 (0.83%) Foreign Exchange (FX)
6 2 (0.83%) PKI
6 2 (0.83%) Self-Motivation
7 1 (0.41%) Reference Data
7 1 (0.41%) Replication
7 1 (0.41%) Robotics
7 1 (0.41%) Tandem
Operating Systems
1 36 (14.94%) Linux
2 7 (2.90%) Windows
3 4 (1.66%) Android
3 4 (1.66%) Apple iOS
3 4 (1.66%) Red Hat Enterprise Linux
4 3 (1.24%) CoreOS
4 3 (1.24%) Unix
4 3 (1.24%) Windows Server
5 2 (0.83%) Amazon Linux
5 2 (0.83%) CentOS
5 2 (0.83%) Ubuntu
Processes & Methodologies
1 116 (48.13%) Agile Software Development
2 85 (35.27%) Microservices
3 65 (26.97%) DevOps
4 64 (26.56%) TDD
5 47 (19.50%) Software Engineering
6 45 (18.67%) Scrum
7 43 (17.84%) Continuous Integration
8 37 (15.35%) Test Automation
9 28 (11.62%) BDD
10 22 (9.13%) Kanban
11 21 (8.71%) Pair Programming
12 20 (8.30%) Continuous Delivery
12 20 (8.30%) Functional Testing
12 20 (8.30%) OO
12 20 (8.30%) User Stories
13 18 (7.47%) Configuration Management
13 18 (7.47%) Software Testing
14 17 (7.05%) SOA
15 15 (6.22%) Front End Development
15 15 (6.22%) Unit Testing
Programming Languages
1 119 (49.38%) Java
2 84 (34.85%) JavaScript
3 65 (26.97%) Python
4 33 (13.69%) Java 8
5 30 (12.45%) SQL
6 26 (10.79%) TypeScript
7 23 (9.54%) Go
8 20 (8.30%) Bash Shell
9 17 (7.05%) Ruby
10 16 (6.64%) Shell Script
11 12 (4.98%) ES6
12 10 (4.15%) Scala
13 9 (3.73%) C#
14 8 (3.32%) C
14 8 (3.32%) C++
14 8 (3.32%) PHP
14 8 (3.32%) Rust
15 7 (2.90%) Groovy
16 5 (2.07%) PowerShell
17 4 (1.66%) PHP 7
Qualifications
1 5 (2.07%) Degree
2 3 (1.24%) AWS Certification
2 3 (1.24%) ISEB
2 3 (1.24%) ISTQB
3 2 (0.83%) Computer Science Degree
3 2 (0.83%) Security Cleared
4 1 (0.41%) CTC Cleared
4 1 (0.41%) ISTQB Foundation Certification
4 1 (0.41%) SC Cleared
Quality Assurance & Compliance
1 11 (4.56%) GCP
2 10 (4.15%) QA
3 1 (0.41%) Data Quality
3 1 (0.41%) GDPR
System Software
1 81 (33.61%) Docker
2 2 (0.83%) Apache Flume
3 1 (0.41%) Virtual Machines
Systems Management
1 36 (14.94%) Kubernetes
2 35 (14.52%) Opscode Chef
3 33 (13.69%) Terraform
4 32 (13.28%) Ansible
5 16 (6.64%) Puppet
6 10 (4.15%) Grafana
6 10 (4.15%) Graphite
7 7 (2.90%) Packer
7 7 (2.90%) Rancher
8 6 (2.49%) linkerd
9 3 (1.24%) Business Desktop Deployment
9 3 (1.24%) Kibana
10 2 (0.83%) Oozie
10 2 (0.83%) OpenView
10 2 (0.83%) SCOM
10 2 (0.83%) ZABBIX
11 1 (0.41%) logstash
11 1 (0.41%) Mesos
11 1 (0.41%) Oracle RMAN
Vendors
1 16 (6.64%) Google
2 11 (4.56%) Splunk
3 7 (2.90%) Oracle
4 4 (1.66%) Adobe
4 4 (1.66%) Microsoft
5 2 (0.83%) Bloomberg
5 2 (0.83%) CA Agile Central
5 2 (0.83%) Capita
5 2 (0.83%) Cloudera
5 2 (0.83%) Elastic Path
5 2 (0.83%) Hortonworks
5 2 (0.83%) HP
5 2 (0.83%) MuleSoft
5 2 (0.83%) Red Hat
5 2 (0.83%) Salesforce.com
5 2 (0.83%) Talend
6 1 (0.41%) Brightcove
6 1 (0.41%) Progress
6 1 (0.41%) Tableau