Period
to 21 July 2018

The following table provides summary statistics for contract job vacancies 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 21 July 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
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 625 666 724
Rank change year-on-year +41 +58 +125
Contract jobs citing Amazon DynamoDB 271 192 189
As % of all contract IT jobs advertised in the UK 0.26% 0.20% 0.17%
As % of the Database & Business Intelligence category 1.15% 0.89% 0.78%
Number of daily rates quoted 192 180 160
UK median daily rate £525 £475 £475
Median daily rate % change year-on-year +10.53% - +15.15%
10th Percentile £395 £375 £363
90th Percentile £625 £601 £625
UK excluding London median daily rate £475 £425 £450
% change year-on-year +11.76% -5.56% +24.14%
Number of hourly rates quoted 1 0 0
UK median hourly rate £75.00 - -
UK excluding London median hourly rate - - -

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 23,623 21,545 24,288
As % of all contract IT jobs advertised in the UK 22.68% 22.45% 22.07%
Number of daily rates quoted 16,485 14,317 16,267
UK median daily rate £463 £450 £425
Median daily rate % change year-on-year +2.78% +5.88% +6.25%
10th Percentile £313 £300 £280
90th Percentile £638 £619 £600
UK excluding London median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% +3.45%
Number of hourly rates quoted 247 269 380
UK median hourly rate £32.50 £31.00 £28.50
Median hourly rate % change year-on-year +4.84% +8.77% +14.00%
10th Percentile £14.00 £11.17 £11.48
90th Percentile £55.00 £52.50 £51.00
UK excluding London median hourly rate £33.50 £32.25 £30.50
% change year-on-year +3.88% +5.74% +22.00%

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
Contractor Daily Rate Trend

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

Contractor daily rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Amazon DynamoDB over the 6 months to 21 July 2018.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 13 Contract Locations

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 UK over the 6 months to 21 July 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
England +38 263 £525 +10.53% 79
London +7 167 £550 +10.00% 40
UK excluding London +7 103 £475 +11.76% 42
South East -4 47 £525 +23.53% 7
North of England +3 28 £450 +5.88% 19
North West -2 15 £475 +5.56% 6
Midlands -5 14 £475 +11.76% 3
Yorkshire -6 13 £450 +20.00% 11
Scotland - 8 £438 - 3
East Midlands +4 7 £513 +20.59% 1
West Midlands -21 7 £475 -5.00% 2
South West -4 3 £255 -44.11% 4
East of England -11 3 £450 +5.88% 6

For the 6 months to 21 July 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 with a requirement for Amazon DynamoDB.

1 239 (88.19%) Amazon AWS
2 142 (52.40%) Serverless
3 134 (49.45%) Agile Software Development
4 131 (48.34%) AWS Lambda
5 128 (47.23%) Java
6 107 (39.48%) Node.js
7 100 (36.90%) JavaScript
8 85 (31.37%) NoSQL
9 82 (30.26%) Microservices
10 81 (29.89%) Docker
11 80 (29.52%) DevOps
12 78 (28.78%) Python
13 71 (26.20%) Amazon S3
13 71 (26.20%) Jenkins
14 68 (25.09%) TDD
15 63 (23.25%) Amazon EC2
16 62 (22.88%) AngularJS
17 60 (22.14%) AWS CloudFormation
18 58 (21.40%) Web Services
19 53 (19.56%) Continuous Integration
20 51 (18.82%) Git (software)
21 47 (17.34%) Scrum
21 47 (17.34%) Amazon Kinesis
22 45 (16.61%) PostgreSQL
22 45 (16.61%) MySQL
23 44 (16.24%) SQL
23 44 (16.24%) Software Engineering
24 43 (15.87%) CSS
25 42 (15.50%) Test Automation
25 42 (15.50%) Opscode Chef

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 35 (12.92%) Elasticsearch
2 12 (4.43%) Confluence
3 9 (3.32%) Apache Spark
4 6 (2.21%) Cloud Foundry
5 4 (1.48%) Adobe Experience Manager
5 4 (1.48%) Apache
5 4 (1.48%) Apache Solr
6 2 (0.74%) CMS
6 2 (0.74%) nginx
6 2 (0.74%) Oracle SOA Suite
6 2 (0.74%) WebSphere
7 1 (0.37%) Apache Pig
7 1 (0.37%) JBoss
7 1 (0.37%) Jetty
7 1 (0.37%) Mule
7 1 (0.37%) SAS
7 1 (0.37%) Tomcat
7 1 (0.37%) WebLogic
7 1 (0.37%) WebSphere Application Server
Applications
1 1 (0.37%) Chatbot
1 1 (0.37%) Microsoft Excel
Business Applications
1 1 (0.37%) Magento
1 1 (0.37%) Markit EDM
1 1 (0.37%) PolarLake
Cloud Services
1 239 (88.19%) Amazon AWS
2 142 (52.40%) Serverless
3 131 (48.34%) AWS Lambda
4 71 (26.20%) Amazon S3
5 63 (23.25%) Amazon EC2
6 60 (22.14%) AWS CloudFormation
7 47 (17.34%) Amazon Kinesis
8 32 (11.81%) Google Cloud Platform
9 31 (11.44%) Amazon SQS
10 26 (9.59%) Amazon CloudWatch
11 24 (8.86%) Microsoft Azure
12 22 (8.12%) Amazon ElastiCache
13 18 (6.64%) Virtual Private Cloud
14 14 (5.17%) CloudFront
15 11 (4.06%) Amazon EMR
15 11 (4.06%) Route 53
16 10 (3.69%) Amazon ELB
16 10 (3.69%) GitHub
17 9 (3.32%) Heroku
18 8 (2.95%) Fastly
Communications & Networking
1 13 (4.80%) SMS
2 7 (2.58%) HTTP
3 5 (1.85%) DNS
4 2 (0.74%) Firewall
4 2 (0.74%) TCP/IP
4 2 (0.74%) VPN
5 1 (0.37%) Internet
5 1 (0.37%) Intranet
5 1 (0.37%) Intrusion Detection
5 1 (0.37%) SMTP
Database & Business Intelligence
1 85 (31.37%) NoSQL
2 45 (16.61%) MySQL
2 45 (16.61%) PostgreSQL
3 41 (15.13%) Amazon RDS
4 35 (12.92%) MongoDB
5 27 (9.96%) Redis
6 25 (9.23%) Apache Cassandra
7 18 (6.64%) Amazon Redshift
8 16 (5.90%) Relational Database
8 16 (5.90%) SQL Server
9 15 (5.54%) Neo4j
10 12 (4.43%) Amazon Aurora
11 10 (3.69%) CouchDB
12 9 (3.32%) Big Data
13 8 (2.95%) RDBMS
14 6 (2.21%) Couchbase
15 5 (1.85%) Hadoop
16 4 (1.48%) BigQuery
16 4 (1.48%) Data Lake
16 4 (1.48%) Data Warehouse
Development Applications
1 71 (26.20%) Jenkins
2 51 (18.82%) Git (software)
3 31 (11.44%) JIRA
4 23 (8.49%) webpack
5 15 (5.54%) CircleCI
5 15 (5.54%) Maven
6 14 (5.17%) Cucumber
7 11 (4.06%) Mercurial
7 11 (4.06%) Selenium
8 8 (2.95%) Babel
8 8 (2.95%) JUnit
9 7 (2.58%) Bitbucket
9 7 (2.58%) Gradle
10 6 (2.21%) Artifactory
10 6 (2.21%) Atlassian Bamboo
10 6 (2.21%) HP UFT
10 6 (2.21%) IntelliJ
10 6 (2.21%) Subversion
10 6 (2.21%) TeamCity
11 4 (1.48%) Checkstyle
General
1 30 (11.07%) Finance
2 29 (10.70%) Banking
3 12 (4.43%) Retail
4 6 (2.21%) Telecoms
5 2 (0.74%) Games
5 2 (0.74%) Retail Banking
6 1 (0.37%) Avionics
6 1 (0.37%) Back Office
6 1 (0.37%) Digital Economy
6 1 (0.37%) French Language
6 1 (0.37%) Front Office
6 1 (0.37%) Investment Banking
6 1 (0.37%) Legal
6 1 (0.37%) Marketing
6 1 (0.37%) Publishing
Job Titles
1 155 (57.20%) Developer
2 37 (13.65%) Java Developer
3 36 (13.28%) DevOps Engineer
4 30 (11.07%) JavaScript Developer
5 29 (10.70%) Node.js Developer
6 24 (8.86%) AWS Developer
7 22 (8.12%) AWS Engineer
8 20 (7.38%) Architect
9 19 (7.01%) Senior Developer
10 17 (6.27%) Full Stack Developer
11 16 (5.90%) AWS DevOps
12 15 (5.54%) Cloud Engineer
13 14 (5.17%) Software Engineer
14 13 (4.80%) AWS DevOps Engineer
15 12 (4.43%) Backend Developer
16 11 (4.06%) Tester
17 10 (3.69%) Python Developer
18 9 (3.32%) React Developer
19 8 (2.95%) Digital Developer
19 8 (2.95%) Scala Developer
Libraries, Frameworks & Software Standards
1 107 (39.48%) Node.js
2 62 (22.88%) AngularJS
3 58 (21.40%) Web Services
4 43 (15.87%) CSS
5 39 (14.39%) React
6 38 (14.02%) HTML
7 37 (13.65%) REST
7 37 (13.65%) RESTful
8 34 (12.55%) GraphQL
9 27 (9.96%) D3.js
10 26 (9.59%) Kafka
11 25 (9.23%) Spring
12 22 (8.12%) Twitter Bootstrap
13 19 (7.01%) Redux
13 19 (7.01%) Sass
14 18 (6.64%) Serverless Framework
15 17 (6.27%) HTML5
15 17 (6.27%) OAuth
15 17 (6.27%) Spring Boot
16 16 (5.90%) OAuth2
Miscellaneous
1 22 (8.12%) Fintech
1 22 (8.12%) User Experience
2 19 (7.01%) Mobile App
3 12 (4.43%) Computer Science
4 9 (3.32%) Greenfield Project
4 9 (3.32%) Public Cloud
5 6 (2.21%) Analytical Skills
5 6 (2.21%) Cloud Native
5 6 (2.21%) Linux Command Line
6 5 (1.85%) Mainframe
7 3 (1.11%) Social Media
8 2 (0.74%) Enterprise Software
8 2 (0.74%) Self-Motivation
9 1 (0.37%) Data Structures
9 1 (0.37%) Fixed Income
9 1 (0.37%) Foreign Exchange (FX)
9 1 (0.37%) Hybrid Cloud
9 1 (0.37%) Over-the-Top Content
9 1 (0.37%) Reference Data
9 1 (0.37%) Replication
Operating Systems
1 35 (12.92%) Linux
2 13 (4.80%) Android
3 8 (2.95%) Unix
4 5 (1.85%) Apple iOS
4 5 (1.85%) Red Hat Enterprise Linux
5 4 (1.48%) Windows
6 2 (0.74%) Amazon Linux
6 2 (0.74%) CentOS
6 2 (0.74%) Ubuntu
7 1 (0.37%) CoreOS
7 1 (0.37%) Windows Server
Processes & Methodologies
1 134 (49.45%) Agile Software Development
2 82 (30.26%) Microservices
3 80 (29.52%) DevOps
4 68 (25.09%) TDD
5 53 (19.56%) Continuous Integration
6 47 (17.34%) Scrum
7 44 (16.24%) Software Engineering
8 42 (15.50%) Test Automation
9 26 (9.59%) BDD
9 26 (9.59%) Pair Programming
10 25 (9.23%) Kanban
11 22 (8.12%) Configuration Management
11 22 (8.12%) User Stories
12 20 (7.38%) Front End Development
13 19 (7.01%) Continuous Delivery
13 19 (7.01%) Functional Testing
14 18 (6.64%) OO
14 18 (6.64%) SOA
15 17 (6.27%) Unit Testing
16 16 (5.90%) Test Scripting
Programming Languages
1 128 (47.23%) Java
2 100 (36.90%) JavaScript
3 78 (28.78%) Python
4 44 (16.24%) SQL
5 29 (10.70%) TypeScript
6 28 (10.33%) Java 8
7 27 (9.96%) Bash Shell
8 22 (8.12%) Go
9 19 (7.01%) ES6
9 19 (7.01%) Ruby
10 17 (6.27%) Shell Script
11 13 (4.80%) C#
12 12 (4.43%) Scala
13 11 (4.06%) PowerShell
14 9 (3.32%) C
14 9 (3.32%) C++
14 9 (3.32%) Rust
15 8 (2.95%) ES8
16 7 (2.58%) Groovy
17 6 (2.21%) PHP
Qualifications
1 13 (4.80%) Degree
2 9 (3.32%) Computer Science Degree
3 5 (1.85%) AWS Certification
4 3 (1.11%) ISEB
4 3 (1.11%) ISTQB
4 3 (1.11%) Security Cleared
5 2 (0.74%) ISTQB Foundation Certification
6 1 (0.37%) CTC Cleared
6 1 (0.37%) Master's Degree
6 1 (0.37%) PhD
6 1 (0.37%) SC Cleared
Quality Assurance & Compliance
1 15 (5.54%) GCP
2 13 (4.80%) QA
3 4 (1.48%) GDPR
4 2 (0.74%) Data Quality
4 2 (0.74%) ISO/IEC 27001
5 1 (0.37%) PSD2
System Software
1 81 (29.89%) Docker
2 2 (0.74%) Apache Flume
Systems Management
1 42 (15.50%) Opscode Chef
2 37 (13.65%) Kubernetes
2 37 (13.65%) Terraform
3 35 (12.92%) Ansible
4 22 (8.12%) Puppet
5 8 (2.95%) Grafana
5 8 (2.95%) Graphite
6 7 (2.58%) Rancher
7 6 (2.21%) OpenView
7 6 (2.21%) Packer
7 6 (2.21%) SCOM
7 6 (2.21%) ZABBIX
8 5 (1.85%) linkerd
9 3 (1.11%) Business Desktop Deployment
9 3 (1.11%) Kibana
10 2 (0.74%) Oozie
11 1 (0.37%) logstash
11 1 (0.37%) Mesos
11 1 (0.37%) Oracle RMAN
Vendors
1 37 (13.65%) Google
2 12 (4.43%) Microsoft
3 10 (3.69%) Oracle
3 10 (3.69%) Splunk
4 8 (2.95%) MuleSoft
5 7 (2.58%) Red Hat
6 6 (2.21%) Elastic Path
6 6 (2.21%) HP
7 5 (1.85%) IBM
8 4 (1.48%) Adobe
9 3 (1.11%) Salesforce.com
10 2 (0.74%) Capita
10 2 (0.74%) Cloudera
10 2 (0.74%) Hortonworks
10 2 (0.74%) Tableau
10 2 (0.74%) Talend
11 1 (0.37%) Bloomberg
11 1 (0.37%) Brightcove
11 1 (0.37%) CA Agile Central
11 1 (0.37%) Progress