Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Hourly Rate Histogram Job Locations Skill Sets
Period
to 13 November 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 13 November 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
13 Nov 2018		 Same period 2017 Same period 2016
Rank 587 673 698
Rank change year-on-year +86 +25 +157
Contract jobs citing Amazon DynamoDB 321 212 209
As % of all contract IT jobs advertised in the UK 0.31% 0.21% 0.20%
As % of the Database & Business Intelligence category 1.38% 0.94% 0.88%
Number of daily rates quoted 243 172 165
UK median daily rate £530 £500 £475
Median daily rate % change year-on-year +5.90% +5.26% +5.56%
10th Percentile £405 £406 £375
90th Percentile £620 £625 £588
UK excluding London median daily rate £500 £500 £450
% change year-on-year - +11.11% -
Number of hourly rates quoted 3 1 0
UK median hourly rate £45.00 £45.00 -
UK excluding London median hourly rate - £45.00 -

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 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 23,331 22,587 23,722
As % of all contract IT jobs advertised in the UK 22.49% 22.11% 22.62%
Number of daily rates quoted 16,253 15,399 15,738
UK median daily rate £475 £450 £425
Median daily rate % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £313 £310 £281
90th Percentile £638 £625 £595
UK excluding London median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 243 281 374
UK median hourly rate £32.50 £30.75 £28.34
Median hourly rate % change year-on-year +5.69% +8.50% +0.10%
10th Percentile £12.85 £14.00 £10.08
90th Percentile £57.07 £55.00 £52.23
UK excluding London median hourly rate £34.25 £35.00 £28.18
% change year-on-year -2.14% +24.20% -4.47%

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 13 November 2018.

Contractor daily rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Amazon DynamoDB.

Contractor hourly rate trend for Amazon DynamoDB in the UK

Amazon DynamoDB
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Amazon DynamoDB over the 6 months to 13 November 2018.

Contractor hourly rate histogram for Amazon DynamoDB in the UK

Amazon DynamoDB
Top 14 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 13 November 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 +101 313 £538 +7.50% 129
London +59 195 £550 +10.00% 71
UK excluding London +33 121 £500 - 63
South East +12 59 £513 -4.21% 17
North of England +15 42 £475 -7.09% 18
Yorkshire +15 21 £475 +0.26% 6
North West +7 17 £500 -2.44% 10
South West -39 6 £434 -13.25% 6
Scotland -6 5 £419 +11.67% 2
East Midlands +7 4 - - 4
Midlands -23 4 - - 9
North East - 4 £250 - 2
Wales -15 3 £450 -5.26% 1
East of England +2 2 £590 +24.21% 8

For the 6 months to 13 November 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.

1 293 (91.28%) Amazon AWS
2 174 (54.21%) Serverless
3 168 (52.34%) AWS Lambda
4 167 (52.02%) Agile Software Development
5 148 (46.11%) Java
6 122 (38.01%) DevOps
7 120 (37.38%) Docker
8 117 (36.45%) Node.js
9 113 (35.20%) Microservices
10 110 (34.27%) JavaScript
11 108 (33.64%) Amazon EC2
12 102 (31.78%) Amazon S3
13 92 (28.66%) TDD
14 87 (27.10%) Web Services
15 86 (26.79%) Jenkins
15 86 (26.79%) Amazon RDS
16 85 (26.48%) Amazon SQS
17 81 (25.23%) Python
18 79 (24.61%) Git (software)
19 77 (23.99%) NoSQL
20 75 (23.36%) Software Engineering
21 72 (22.43%) Java 8
22 68 (21.18%) Spring
23 66 (20.56%) AWS CloudFormation
24 62 (19.31%) Test Automation
25 59 (18.38%) React
26 56 (17.45%) Elasticsearch
26 56 (17.45%) Continuous Integration
27 55 (17.13%) REST
28 54 (16.82%) BDD

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 56 (17.45%) Elasticsearch
2 38 (11.84%) Confluence
3 18 (5.61%) Adobe Experience Manager
3 18 (5.61%) CMS
4 14 (4.36%) Apache Spark
5 10 (3.12%) Apache Solr
6 9 (2.80%) Cloud Foundry
7 3 (0.93%) Magnolia
7 3 (0.93%) Tomcat
8 2 (0.62%) Apache
8 2 (0.62%) Apache Pig
8 2 (0.62%) Umbraco
9 1 (0.31%) nginx
9 1 (0.31%) OpenStack
9 1 (0.31%) WebSphere
9 1 (0.31%) WebSphere Application Server
Applications
1 2 (0.62%) GNU Octave
1 2 (0.62%) Microsoft Excel
Business Applications
1 3 (0.93%) Sentinel
2 2 (0.62%) Markit EDM
2 2 (0.62%) PolarLake
Cloud Services
1 293 (91.28%) Amazon AWS
2 174 (54.21%) Serverless
3 168 (52.34%) AWS Lambda
4 108 (33.64%) Amazon EC2
5 102 (31.78%) Amazon S3
6 85 (26.48%) Amazon SQS
7 66 (20.56%) AWS CloudFormation
8 49 (15.26%) Amazon Kinesis
9 40 (12.46%) Amazon CloudWatch
10 33 (10.28%) Route 53
10 33 (10.28%) Virtual Private Cloud
11 31 (9.66%) Amazon ElastiCache
12 27 (8.41%) Microsoft Azure
13 24 (7.48%) CloudFront
14 23 (7.17%) SaaS
15 20 (6.23%) GitHub
15 20 (6.23%) IaaS
15 20 (6.23%) PaaS
16 18 (5.61%) Google Cloud Platform
17 16 (4.98%) AWS CloudTrail
Communications & Networking
1 27 (8.41%) DNS
1 27 (8.41%) TCP/IP
2 11 (3.43%) Firewall
2 11 (3.43%) ICMP
2 11 (3.43%) VPN
3 7 (2.18%) HTTP
4 4 (1.25%) SSH
5 1 (0.31%) Internet
5 1 (0.31%) Intranet
5 1 (0.31%) SMS
Database & Business Intelligence
1 86 (26.79%) Amazon RDS
2 77 (23.99%) NoSQL
3 53 (16.51%) MongoDB
4 49 (15.26%) MySQL
5 40 (12.46%) Redis
6 39 (12.15%) PostgreSQL
7 31 (9.66%) Apache Cassandra
8 17 (5.30%) SQL Server
9 15 (4.67%) Amazon Aurora
9 15 (4.67%) Big Data
10 12 (3.74%) Amazon Redshift
10 12 (3.74%) Couchbase
10 12 (3.74%) Hadoop
10 12 (3.74%) Relational Database
11 9 (2.80%) Neo4j
12 7 (2.18%) Apache Hive
13 6 (1.87%) Amazon Athena
13 6 (1.87%) HBase
14 5 (1.56%) Impala
15 4 (1.25%) RDBMS
Development Applications
1 86 (26.79%) Jenkins
2 79 (24.61%) Git (software)
3 51 (15.89%) JIRA
4 36 (11.21%) Maven
5 23 (7.17%) Bitbucket
6 20 (6.23%) IntelliJ
7 19 (5.92%) Gradle
7 19 (5.92%) Mercurial
8 18 (5.61%) Cucumber
8 18 (5.61%) Octopus Deploy
9 15 (4.67%) GitLab
9 15 (4.67%) Selenium
9 15 (4.67%) webpack
10 14 (4.36%) JUnit
11 11 (3.43%) TeamCity
12 10 (3.12%) Checkstyle
12 10 (3.12%) Eclipse
12 10 (3.12%) SonarQube
13 9 (2.80%) Artifactory
13 9 (2.80%) Subversion
General
1 34 (10.59%) Banking
2 28 (8.72%) Finance
3 26 (8.10%) Retail
4 10 (3.12%) Legal
5 7 (2.18%) Marketing
6 4 (1.25%) Publishing
7 3 (0.93%) Back Office
7 3 (0.93%) Financial Institution
7 3 (0.93%) Games
8 2 (0.62%) Front Office
8 2 (0.62%) Law
9 1 (0.31%) Avionics
9 1 (0.31%) Billing
9 1 (0.31%) Pharmaceutical
Job Titles
1 182 (56.70%) Developer
2 66 (20.56%) Java Developer
3 45 (14.02%) AWS Developer
4 44 (13.71%) AWS Engineer
5 36 (11.21%) Software Engineer
6 34 (10.59%) DevOps Engineer
6 34 (10.59%) Senior Developer
7 33 (10.28%) Architect
8 32 (9.97%) JavaScript Developer
9 23 (7.17%) Developer/Software Engineer
9 23 (7.17%) Full Stack Developer
9 23 (7.17%) JavaScript Engineer
9 23 (7.17%) Node.js Developer
10 22 (6.85%) Cloud Engineer
11 20 (6.23%) React Developer
12 18 (5.61%) AWS Architect
12 18 (5.61%) AWS Software Engineer
12 18 (5.61%) Senior JavaScript Developer
12 18 (5.61%) Senior Software Developer
12 18 (5.61%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 117 (36.45%) Node.js
2 87 (27.10%) Web Services
3 68 (21.18%) Spring
4 59 (18.38%) React
5 55 (17.13%) REST
6 53 (16.51%) Spring Boot
7 51 (15.89%) AngularJS
8 39 (12.15%) Redux
9 35 (10.90%) CSS
9 35 (10.90%) HTML
10 29 (9.03%) HTML5
11 27 (8.41%) GraphQL
12 25 (7.79%) Kafka
13 23 (7.17%) Sass
14 22 (6.85%) RabbitMQ
15 20 (6.23%) CSS3
15 20 (6.23%) Symfony
16 18 (5.61%) JSON
17 16 (4.98%) .NET
18 15 (4.67%) RESTful
Miscellaneous
1 27 (8.41%) Fintech
2 23 (7.17%) Public Cloud
3 21 (6.54%) Cloud Native
4 16 (4.98%) User Experience
5 15 (4.67%) Greenfield Project
5 15 (4.67%) Mobile App
6 8 (2.49%) Analytical Skills
6 8 (2.49%) Computer Science
7 7 (2.18%) PKI
7 7 (2.18%) Robotics
7 7 (2.18%) Tandem
8 6 (1.87%) Self-Motivation
9 5 (1.56%) Enterprise Software
10 4 (1.25%) Enterprise Cloud
10 4 (1.25%) Replication
11 3 (0.93%) Algorithms
11 3 (0.93%) Data Centre
11 3 (0.93%) Hedge funds
12 2 (0.62%) Equities
12 2 (0.62%) Fixed Income
Operating Systems
1 49 (15.26%) Linux
2 11 (3.43%) Windows
3 8 (2.49%) Unix
3 8 (2.49%) Windows Server
4 5 (1.56%) Android
4 5 (1.56%) Apple iOS
4 5 (1.56%) Ubuntu
5 4 (1.25%) Red Hat Enterprise Linux
6 3 (0.93%) CentOS
6 3 (0.93%) CoreOS
7 2 (0.62%) Amazon Linux
Processes & Methodologies
1 167 (52.02%) Agile Software Development
2 122 (38.01%) DevOps
3 113 (35.20%) Microservices
4 92 (28.66%) TDD
5 75 (23.36%) Software Engineering
6 62 (19.31%) Test Automation
7 56 (17.45%) Continuous Integration
8 54 (16.82%) BDD
8 54 (16.82%) Scrum
9 40 (12.46%) E-Commerce
10 35 (10.90%) Configuration Management
11 34 (10.59%) Migration
11 34 (10.59%) User Stories
12 29 (9.03%) Unit Testing
13 28 (8.72%) Pair Programming
14 25 (7.79%) Problem-Solving
15 24 (7.48%) Kanban
16 23 (7.17%) Coaching
17 22 (6.85%) Mentoring
17 22 (6.85%) Open Source
Programming Languages
1 148 (46.11%) Java
2 110 (34.27%) JavaScript
3 81 (25.23%) Python
4 72 (22.43%) Java 8
5 33 (10.28%) TypeScript
6 32 (9.97%) Bash Shell
7 25 (7.79%) SQL
8 23 (7.17%) PHP
9 17 (5.30%) ES6
9 17 (5.30%) PowerShell
10 16 (4.98%) Go
10 16 (4.98%) PHP 7
11 11 (3.43%) Ruby
12 9 (2.80%) Scala
13 8 (2.49%) C#
14 6 (1.87%) Groovy
15 4 (1.25%) Perl
16 3 (0.93%) C
17 2 (0.62%) C++
17 2 (0.62%) VBA
Qualifications
1 9 (2.80%) SC Cleared
1 9 (2.80%) Security Cleared
2 8 (2.49%) AWS Certification
3 4 (1.25%) ISEB
3 4 (1.25%) ISTQB
4 3 (0.93%) Degree
5 2 (0.62%) PhD
Quality Assurance & Compliance
1 17 (5.30%) QA
System Software
1 120 (37.38%) Docker
2 3 (0.93%) Active Directory
3 2 (0.62%) Virtual Machines
Systems Management
1 54 (16.82%) Kubernetes
2 44 (13.71%) Opscode Chef
3 40 (12.46%) Ansible
4 30 (9.35%) Puppet
5 20 (6.23%) Terraform
6 13 (4.05%) linkerd
7 9 (2.80%) Grafana
8 8 (2.49%) Graphite
8 8 (2.49%) Kibana
9 6 (1.87%) OpenView
9 6 (1.87%) Packer
9 6 (1.87%) SCOM
9 6 (1.87%) ZABBIX
10 4 (1.25%) Istio
10 4 (1.25%) logstash
11 3 (0.93%) Consul
11 3 (0.93%) Nagios
11 3 (0.93%) Single Sign-On
12 2 (0.62%) Prometheus
13 1 (0.31%) Docker Swarm
Vendors
1 18 (5.61%) Adobe
1 18 (5.61%) Microsoft
2 16 (4.98%) Google
3 13 (4.05%) Splunk
4 9 (2.80%) Oracle
5 8 (2.49%) Cloudera
5 8 (2.49%) Hortonworks
6 6 (1.87%) HP
6 6 (1.87%) Red Hat
7 5 (1.56%) IBM
8 3 (0.93%) AppDynamics
8 3 (0.93%) Micro Focus
8 3 (0.93%) New Relic
9 2 (0.62%) Bloomberg
9 2 (0.62%) CA Agile Central
10 1 (0.31%) MuleSoft
10 1 (0.31%) Progress