Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Job Locations Skill Sets
Period
to 22 April 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 22 April 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
22 Apr 2018		 Same period 2017 Same period 2016
Rank 603 665 732
Rank change year-on-year +62 +67 +88
Contract jobs citing Amazon DynamoDB 287 171 138
As % of all contract IT jobs advertised in the UK 0.28% 0.19% 0.13%
As % of the Database & Business Intelligence category 1.27% 0.83% 0.58%
Number of daily rates quoted 194 144 123
UK median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +12.43%
10th Percentile £413 £363 £363
90th Percentile £625 £643 £600
UK excluding London median daily rate £500 £450 £475
% change year-on-year +11.11% -5.26% +16.92%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
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 22,591 20,698 23,830
As % of all contract IT jobs advertised in the UK 22.34% 22.50% 22.34%
Number of daily rates quoted 15,670 13,835 16,019
UK median daily rate £470 £438 £425
Median daily rate % change year-on-year +7.43% +2.94% +6.25%
10th Percentile £311 £293 £280
90th Percentile £625 £613 £600
UK excluding London median daily rate £413 £390 £375
% change year-on-year +5.77% +4.00% +1.35%
Number of hourly rates quoted 243 263 394
UK median hourly rate £34.00 £29.00 £25.00
Median hourly rate % change year-on-year +17.24% +16.00% -16.67%
10th Percentile £14.63 £9.60 £12.00
90th Percentile £54.75 £49.75 £52.50
UK excluding London median hourly rate £37.50 £25.39 £24.50
% change year-on-year +47.70% +3.63% -15.06%

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 22 April 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 22 April 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 +78 283 £525 +5.00% 77
London +36 190 £525 +1.94% 35
UK excluding London -1 94 £500 +11.11% 47
South East -3 40 £500 +20.85% 8
Midlands 0 19 £550 +49.15% 8
North of England -6 18 £450 +16.13% 15
West Midlands - 14 £550 - 5
North West -6 10 £475 +5.56% 9
East of England -12 9 £450 -4.26% 2
Yorkshire -9 8 £450 +20.00% 2
South West +4 5 £375 -23.08% 9
East Midlands -4 5 £513 +38.98% 3
Scotland - 3 £575 - 3

For the 6 months to 22 April 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.

1 258 (89.90%) Amazon AWS
2 165 (57.49%) Agile Software Development
3 150 (52.26%) Java
4 128 (44.60%) Serverless
5 123 (42.86%) AWS Lambda
6 113 (39.37%) JavaScript
7 106 (36.93%) DevOps
8 104 (36.24%) Microservices
9 101 (35.19%) Node.js
10 91 (31.71%) Amazon S3
11 90 (31.36%) AngularJS
12 88 (30.66%) NoSQL
13 76 (26.48%) Docker
14 74 (25.78%) Python
15 72 (25.09%) MySQL
15 72 (25.09%) Web Services
15 72 (25.09%) PostgreSQL
16 71 (24.74%) Jenkins
17 69 (24.04%) Elasticsearch
18 68 (23.69%) React
18 68 (23.69%) Amazon EC2
19 66 (23.00%) TDD
20 65 (22.65%) SQL
21 63 (21.95%) CSS
22 61 (21.25%) Continuous Integration
23 58 (20.21%) Test Automation
23 58 (20.21%) Scrum
24 56 (19.51%) AWS CloudFormation
25 55 (19.16%) Amazon RDS
25 55 (19.16%) HTML

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 69 (24.04%) Elasticsearch
2 24 (8.36%) Confluence
3 17 (5.92%) Apache Spark
4 14 (4.88%) nginx
5 12 (4.18%) Apache
6 7 (2.44%) Adobe Experience Manager
6 7 (2.44%) Apache Solr
7 6 (2.09%) JBoss
8 5 (1.74%) Mule
9 4 (1.39%) Tomcat
10 3 (1.05%) Apache Airflow
10 3 (1.05%) Jetty
10 3 (1.05%) Mule ESB
10 3 (1.05%) WebLogic
11 2 (0.70%) WebSphere
12 1 (0.35%) Apache Pig
12 1 (0.35%) IIS
12 1 (0.35%) Oracle HTTP Server
12 1 (0.35%) Oracle SOA Suite
12 1 (0.35%) SAS
Applications
1 1 (0.35%) Chatbot
1 1 (0.35%) Microsoft Excel
Business Applications
1 1 (0.35%) Markit EDM
1 1 (0.35%) PolarLake
Cloud Services
1 258 (89.90%) Amazon AWS
2 128 (44.60%) Serverless
3 123 (42.86%) AWS Lambda
4 91 (31.71%) Amazon S3
5 68 (23.69%) Amazon EC2
6 56 (19.51%) AWS CloudFormation
7 46 (16.03%) Amazon Kinesis
8 43 (14.98%) Amazon SQS
9 40 (13.94%) Amazon ElastiCache
10 30 (10.45%) Virtual Private Cloud
11 29 (10.10%) Google Cloud Platform
11 29 (10.10%) Route 53
12 28 (9.76%) Amazon CloudWatch
13 23 (8.01%) Amazon ELB
14 22 (7.67%) CloudFront
14 22 (7.67%) GitHub
15 19 (6.62%) Microsoft Azure
16 15 (5.23%) Amazon EMR
17 10 (3.48%) Amazon Glacier
17 10 (3.48%) Heroku
Communications & Networking
1 13 (4.53%) HTTP
1 13 (4.53%) SMS
2 9 (3.14%) TCP/IP
3 8 (2.79%) Firewall
4 7 (2.44%) DNS
4 7 (2.44%) SSL
5 3 (1.05%) Kerberos
5 3 (1.05%) VPN
6 2 (0.70%) Internet
7 1 (0.35%) Bluetooth
7 1 (0.35%) DHCP
7 1 (0.35%) FTP
7 1 (0.35%) ICMP
7 1 (0.35%) Intrusion Detection
7 1 (0.35%) IPsec
7 1 (0.35%) Reverse Proxy
7 1 (0.35%) SMTP
Database & Business Intelligence
1 88 (30.66%) NoSQL
2 72 (25.09%) MySQL
2 72 (25.09%) PostgreSQL
3 55 (19.16%) Amazon RDS
4 50 (17.42%) MongoDB
5 38 (13.24%) Apache Cassandra
6 29 (10.10%) Redis
7 25 (8.71%) Neo4j
8 23 (8.01%) Amazon Redshift
9 22 (7.67%) SQL Server
10 19 (6.62%) Relational Database
11 13 (4.53%) Hadoop
11 13 (4.53%) JanusGraph
12 11 (3.83%) BigQuery
12 11 (3.83%) Data Warehouse
13 10 (3.48%) Apache Hive
14 9 (3.14%) Big Data
14 9 (3.14%) HBase
15 8 (2.79%) CouchDB
16 5 (1.74%) Sqoop
Development Applications
1 71 (24.74%) Jenkins
2 48 (16.72%) Git (software)
3 36 (12.54%) JIRA
4 22 (7.67%) webpack
5 20 (6.97%) Jasmine
5 20 (6.97%) Maven
6 19 (6.62%) Karma Test Runner
6 19 (6.62%) Selenium
7 18 (6.27%) PhantomJS
8 15 (5.23%) Gradle
9 14 (4.88%) Cucumber
9 14 (4.88%) SonarQube
10 12 (4.18%) CircleCI
10 12 (4.18%) Mercurial
11 11 (3.83%) Babel
12 9 (3.14%) Eclipse
13 8 (2.79%) Appium
13 8 (2.79%) IntelliJ
13 8 (2.79%) JUnit
13 8 (2.79%) Mocha
General
1 53 (18.47%) Finance
2 35 (12.20%) Banking
3 8 (2.79%) Publishing
4 6 (2.09%) Telecoms
5 5 (1.74%) Retail
6 4 (1.39%) Automotive
7 3 (1.05%) Investment Banking
8 2 (0.70%) Games
8 2 (0.70%) Marketing
8 2 (0.70%) Retail Banking
9 1 (0.35%) Aerospace
9 1 (0.35%) Back Office
9 1 (0.35%) Digital Economy
9 1 (0.35%) French Language
9 1 (0.35%) Front Office
9 1 (0.35%) Pharmaceutical
Job Titles
1 165 (57.49%) Developer
2 60 (20.91%) Java Developer
3 48 (16.72%) JavaScript Developer
4 45 (15.68%) DevOps Engineer
5 35 (12.20%) AWS Developer
6 30 (10.45%) AWS Engineer
7 27 (9.41%) AWS DevOps
8 23 (8.01%) AWS DevOps Engineer
8 23 (8.01%) Node.js Developer
9 22 (7.67%) Architect
9 22 (7.67%) Full Stack Developer
10 19 (6.62%) Angular Developer
11 16 (5.57%) Agile Developer
11 16 (5.57%) Agile Java Developer
12 13 (4.53%) Senior Developer
13 12 (4.18%) .NET Developer
13 12 (4.18%) Senior DevOps
14 11 (3.83%) Data Engineer
15 10 (3.48%) Backend Developer
15 10 (3.48%) React Developer
Libraries, Frameworks & Software Standards
1 101 (35.19%) Node.js
2 90 (31.36%) AngularJS
3 72 (25.09%) Web Services
4 68 (23.69%) React
5 63 (21.95%) CSS
6 55 (19.16%) HTML
7 49 (17.07%) RESTful
8 37 (12.89%) REST
9 34 (11.85%) HTML5
10 32 (11.15%) GraphQL
10 32 (11.15%) Kafka
11 30 (10.45%) Spring
12 29 (10.10%) D3.js
13 27 (9.41%) .NET
13 27 (9.41%) CSS3
14 23 (8.01%) OAuth
14 23 (8.01%) Twitter Bootstrap
15 21 (7.32%) J2EE
16 20 (6.97%) OAuth2
16 20 (6.97%) Sass
Miscellaneous
1 27 (9.41%) User Experience
2 22 (7.67%) Fintech
2 22 (7.67%) Greenfield Project
3 17 (5.92%) Mobile App
4 16 (5.57%) Computer Science
5 12 (4.18%) Analytical Skills
5 12 (4.18%) Mainframe
6 9 (3.14%) Public Cloud
7 8 (2.79%) Linux Command Line
8 5 (1.74%) Cloud Native
8 5 (1.74%) Enterprise Software
9 4 (1.39%) Social Media
10 2 (0.70%) Hedge funds
10 2 (0.70%) Video on Demand
11 1 (0.35%) Data Structures
11 1 (0.35%) Fixed Income
11 1 (0.35%) Foreign Exchange (FX)
11 1 (0.35%) Hybrid Cloud
11 1 (0.35%) Over-the-Top Content
11 1 (0.35%) Private Cloud
Operating Systems
1 49 (17.07%) Linux
2 26 (9.06%) Android
3 17 (5.92%) Apple iOS
4 9 (3.14%) Unix
5 6 (2.09%) Red Hat Enterprise Linux
6 4 (1.39%) Windows
7 1 (0.35%) CentOS
7 1 (0.35%) Ubuntu
Processes & Methodologies
1 165 (57.49%) Agile Software Development
2 106 (36.93%) DevOps
3 104 (36.24%) Microservices
4 66 (23.00%) TDD
5 61 (21.25%) Continuous Integration
6 58 (20.21%) Scrum
6 58 (20.21%) Test Automation
7 55 (19.16%) Software Engineering
8 41 (14.29%) BDD
9 31 (10.80%) Open Source
10 30 (10.45%) SOA
11 28 (9.76%) Kanban
12 26 (9.06%) Continuous Delivery
13 25 (8.71%) MVC
14 23 (8.01%) Configuration Management
15 21 (7.32%) Responsive Web Design
16 20 (6.97%) E-Commerce
17 19 (6.62%) Front End Development
17 19 (6.62%) Pair Programming
18 18 (6.27%) User Stories
Programming Languages
1 150 (52.26%) Java
2 113 (39.37%) JavaScript
3 74 (25.78%) Python
4 65 (22.65%) SQL
5 31 (10.80%) Bash Shell
5 31 (10.80%) Ruby
6 29 (10.10%) Java 8
7 28 (9.76%) ES6
8 25 (8.71%) Scala
9 24 (8.36%) C#
10 18 (6.27%) Go
11 17 (5.92%) TypeScript
12 15 (5.23%) PHP
13 11 (3.83%) Shell Script
14 9 (3.14%) Objective-C
15 8 (2.79%) C
15 8 (2.79%) C++
15 8 (2.79%) ES8
15 8 (2.79%) Rust
16 7 (2.44%) PowerShell
Qualifications
1 21 (7.32%) Security Cleared
2 16 (5.57%) Degree
2 16 (5.57%) SC Cleared
3 12 (4.18%) Computer Science Degree
4 5 (1.74%) AWS Certification
5 2 (0.70%) BPSS Clearance
5 2 (0.70%) ISEB
5 2 (0.70%) ISTQB
5 2 (0.70%) ISTQB Foundation Certification
5 2 (0.70%) Master's Degree
6 1 (0.35%) CTC Cleared
6 1 (0.35%) PhD
Quality Assurance & Compliance
1 21 (7.32%) QA
2 11 (3.83%) GCP
3 4 (1.39%) GDPR
4 2 (0.70%) Data Quality
4 2 (0.70%) ISO/IEC 27001
5 1 (0.35%) PSD2
System Software
1 76 (26.48%) Docker
2 3 (1.05%) Apache Flume
3 1 (0.35%) GlusterFS
3 1 (0.35%) Virtual Machines
3 1 (0.35%) VMware Infrastructure
3 1 (0.35%) Xen
Systems Management
1 54 (18.82%) Terraform
2 38 (13.24%) Ansible
3 29 (10.10%) Opscode Chef
4 27 (9.41%) Kubernetes
5 22 (7.67%) Puppet
6 13 (4.53%) Kibana
7 12 (4.18%) logstash
8 9 (3.14%) collectd
8 9 (3.14%) StatsD
9 6 (2.09%) Grafana
9 6 (2.09%) Rancher
9 6 (2.09%) Salt
10 5 (1.74%) Graphite
10 5 (1.74%) Oozie
11 4 (1.39%) Business Desktop Deployment
11 4 (1.39%) Packer
12 3 (1.05%) Mesos
13 2 (0.70%) Docker Swarm
14 1 (0.35%) OSSEC
14 1 (0.35%) ZABBIX
Vendors
1 42 (14.63%) Google
2 15 (5.23%) Oracle
3 13 (4.53%) MuleSoft
3 13 (4.53%) Splunk
4 12 (4.18%) IBM
5 10 (3.48%) SaltStack
6 9 (3.14%) Apple
6 9 (3.14%) Microsoft
7 8 (2.79%) Adobe
8 6 (2.09%) Elastic Path
9 5 (1.74%) Rackspace
9 5 (1.74%) Talend
10 4 (1.39%) Atlassian
11 3 (1.05%) Capita
11 3 (1.05%) Sonatype
11 3 (1.05%) VMware
12 2 (0.70%) New Relic
12 2 (0.70%) Red Hat
12 2 (0.70%) Salesforce.com
12 2 (0.70%) Tableau