Period
to 20 May 2019

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 20 May 2019 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
20 May 2019
Same period 2018 Same period 2017
Rank 484 601 655
Rank change year-on-year +117 +54 +59
Contract jobs citing Amazon DynamoDB 358 272 156
As % of all contract IT jobs advertised in England 0.43% 0.30% 0.19%
As % of the Database & Business Intelligence category 1.90% 1.31% 0.82%
Number of daily rates quoted 256 178 145
England median daily rate £548 £525 £475
Median daily rate % change year-on-year +4.29% +10.53% -
10th Percentile £405 £413 £363
90th Percentile £675 £608 £640
UK median daily rate £525 £525 £475
% change year-on-year - +10.53% -
Number of hourly rates quoted 1 0 0
England median hourly rate £52.00 - -
UK median hourly rate £52.00 - -

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 18,811 20,740 18,988
As % of all contract IT jobs advertised in England 22.59% 22.52% 22.61%
Number of daily rates quoted 13,045 14,563 12,743
England median daily rate £488 £475 £447
Median daily rate % change year-on-year +2.63% +6.26% +5.18%
10th Percentile £325 £313 £300
90th Percentile £650 £632 £613
UK median daily rate £475 £473 £438
% change year-on-year +0.53% +8.00% +2.94%
Number of hourly rates quoted 227 209 227
England median hourly rate £35.00 £32.00 £29.82
Median hourly rate % change year-on-year +9.38% +7.33% +8.42%
10th Percentile £14.00 £14.22 £9.25
90th Percentile £57.50 £53.50 £48.30
UK median hourly rate £35.00 £32.00 £29.66
% change year-on-year +9.38% +7.90% +7.85%

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 20 May 2019.

Contractor daily rate histogram for Amazon DynamoDB in England

Amazon DynamoDB
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend 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 20 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +84 224 £550 +4.76% 15
South East +42 71 £496 -0.75% 2
North of England +34 42 £500 +11.11% 4
Yorkshire +24 21 £500 +11.11% 3
North West +25 20 £519 +9.21% 1
Midlands +12 13 £413 -25.00% 1
West Midlands 0 8 £400 -27.27% 1
East Midlands +20 5 £431 -15.85%
South West -15 5 £500 +33.33%
East of England -2 3 £440 -2.22% 4
North East - 1 £388 -
Amazon DynamoDB
UK

For the 6 months to 20 May 2019, 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.

1 330 (92.18%) Amazon AWS
2 181 (50.56%) Serverless
3 176 (49.16%) AWS Lambda
4 168 (46.93%) Agile Software Development
5 163 (45.53%) Java
6 140 (39.11%) DevOps
7 137 (38.27%) Python
8 122 (34.08%) Amazon S3
9 113 (31.56%) Jenkins
10 111 (31.01%) Amazon RDS
11 108 (30.17%) Docker
12 102 (28.49%) AWS CloudFormation
13 96 (26.82%) Amazon Kinesis
14 92 (25.70%) Microservices
15 86 (24.02%) NoSQL
15 86 (24.02%) Terraform
16 85 (23.74%) SQL
17 84 (23.46%) Amazon EC2
18 80 (22.35%) Node.js
18 80 (22.35%) Kubernetes
19 78 (21.79%) Kafka
19 78 (21.79%) Linux
20 77 (21.51%) TDD
21 74 (20.67%) Continuous Integration
21 74 (20.67%) Web Services
21 74 (20.67%) JavaScript
22 73 (20.39%) Git (software)
23 72 (20.11%) Finance
24 66 (18.44%) Java 8
25 63 (17.60%) Amazon SQS

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 54 (15.08%) Elasticsearch
2 32 (8.94%) Apache Spark
3 19 (5.31%) Confluence
4 12 (3.35%) Apache
4 12 (3.35%) Apache Airflow
4 12 (3.35%) Luigi
5 10 (2.79%) CMS
6 5 (1.40%) Cloud Foundry
6 5 (1.40%) IIS
6 5 (1.40%) Tomcat
7 4 (1.12%) Adobe Experience Manager
8 3 (0.84%) Apache Solr
8 3 (0.84%) Drupal
8 3 (0.84%) nginx
8 3 (0.84%) Umbraco
9 2 (0.56%) Apache Pig
9 2 (0.56%) Jupyter
9 2 (0.56%) WebSphere
10 1 (0.28%) OpenStack
10 1 (0.28%) WordPress
Applications
1 5 (1.40%) MS Visio
2 4 (1.12%) Microsoft Office
Business Applications
1 1 (0.28%) Magento
1 1 (0.28%) SAP Hybris
Cloud Services
1 330 (92.18%) Amazon AWS
2 181 (50.56%) Serverless
3 176 (49.16%) AWS Lambda
4 122 (34.08%) Amazon S3
5 102 (28.49%) AWS CloudFormation
6 96 (26.82%) Amazon Kinesis
7 84 (23.46%) Amazon EC2
8 63 (17.60%) Amazon SQS
9 57 (15.92%) Amazon EMR
10 54 (15.08%) Amazon CloudWatch
11 41 (11.45%) Microsoft Azure
12 37 (10.34%) Virtual Private Cloud
13 34 (9.50%) Google Cloud Platform
14 26 (7.26%) Amazon ElastiCache
15 24 (6.70%) PaaS
16 23 (6.42%) CloudFront
17 20 (5.59%) SaaS
18 19 (5.31%) GitHub
18 19 (5.31%) Route 53
19 14 (3.91%) Datadog
Communications & Networking
1 24 (6.70%) HTTP
2 22 (6.15%) DNS
3 20 (5.59%) VPN
4 17 (4.75%) Firewall
5 15 (4.19%) TCP/IP
6 12 (3.35%) MQTT
7 7 (1.96%) Kerberos
8 4 (1.12%) Internet
9 2 (0.56%) ICMP
9 2 (0.56%) Intrusion Detection
9 2 (0.56%) Network Security
9 2 (0.56%) Unified Communications
9 2 (0.56%) WAN
10 1 (0.28%) SMTP
10 1 (0.28%) SSH
Database & Business Intelligence
1 111 (31.01%) Amazon RDS
2 86 (24.02%) NoSQL
3 58 (16.20%) Big Data
3 58 (16.20%) MySQL
4 56 (15.64%) PostgreSQL
5 50 (13.97%) Hadoop
6 39 (10.89%) MongoDB
7 35 (9.78%) Amazon Athena
8 34 (9.50%) Amazon Redshift
8 34 (9.50%) Redis
9 32 (8.94%) Amazon Aurora
10 25 (6.98%) SQL Server
11 23 (6.42%) Apache Cassandra
12 22 (6.15%) Data Warehouse
13 13 (3.63%) HBase
14 12 (3.35%) Apache Hive
14 12 (3.35%) Azkaban
15 9 (2.51%) Data Lake
16 8 (2.23%) Neo4j
17 7 (1.96%) Relational Database
Development Applications
1 113 (31.56%) Jenkins
2 73 (20.39%) Git (software)
3 45 (12.57%) JIRA
4 18 (5.03%) Sonatype Nexus
5 15 (4.19%) GitLab
6 14 (3.91%) Maven
7 13 (3.63%) Selenium
8 12 (3.35%) TeamCity
9 11 (3.07%) SonarQube
10 10 (2.79%) Mercurial
10 10 (2.79%) Octopus Deploy
11 9 (2.51%) CircleCI
11 9 (2.51%) Cucumber
12 8 (2.23%) Gradle
13 7 (1.96%) Atlassian Bamboo
13 7 (1.96%) JUnit
13 7 (1.96%) webpack
14 6 (1.68%) JMeter
15 5 (1.40%) Bitbucket
15 5 (1.40%) SpecFlow
General
1 72 (20.11%) Finance
2 31 (8.66%) Banking
3 29 (8.10%) Retail
4 6 (1.68%) Marketing
5 5 (1.40%) Financial Institution
6 4 (1.12%) Billing
6 4 (1.12%) Investment Banking
7 3 (0.84%) Publishing
8 2 (0.56%) Back Office
9 1 (0.28%) Games
9 1 (0.28%) Law
9 1 (0.28%) Retail Banking
Job Titles
1 159 (44.41%) Developer
2 60 (16.76%) Java Developer
3 57 (15.92%) AWS Engineer
4 55 (15.36%) DevOps Engineer
5 47 (13.13%) AWS Developer
6 40 (11.17%) Data Engineer
7 36 (10.06%) Architect
8 31 (8.66%) Senior Developer
9 25 (6.98%) AWS Architect
9 25 (6.98%) AWS DevOps
10 23 (6.42%) Software Engineer
11 21 (5.87%) AWS DevOps Engineer
12 20 (5.59%) .NET Developer
13 19 (5.31%) Python Developer
14 16 (4.47%) Big Data Engineer
15 13 (3.63%) Cloud Engineer
15 13 (3.63%) Python Engineer
16 12 (3.35%) Cloud Architect
16 12 (3.35%) Senior Java Developer
17 11 (3.07%) Java Engineer
Libraries, Frameworks & Software Standards
1 80 (22.35%) Node.js
2 78 (21.79%) Kafka
3 74 (20.67%) Web Services
4 49 (13.69%) Spring Boot
5 47 (13.13%) REST
6 39 (10.89%) Spring
7 34 (9.50%) AngularJS
7 34 (9.50%) CSS
8 33 (9.22%) JSON
9 32 (8.94%) HTML
10 31 (8.66%) .NET
11 26 (7.26%) RESTful
12 21 (5.87%) Sass
13 18 (5.03%) HTML5
13 18 (5.03%) React
14 17 (4.75%) Lambda Expressions
15 15 (4.19%) .NET Core
15 15 (4.19%) CSS3
16 14 (3.91%) LESS
17 13 (3.63%) Spark Streaming
Miscellaneous
1 30 (8.38%) User Experience
2 21 (5.87%) Greenfield Project
3 17 (4.75%) Analytical Skills
3 17 (4.75%) Cloud Native
4 12 (3.35%) Fintech
5 11 (3.07%) Public Cloud
6 10 (2.79%) Linux Command Line
6 10 (2.79%) Mobile App
7 8 (2.23%) Data Structures
8 7 (1.96%) Self-Motivation
9 5 (1.40%) Enterprise Cloud
10 4 (1.12%) Hybrid Cloud
10 4 (1.12%) Music Streaming
10 4 (1.12%) Online Banking
11 3 (0.84%) Data Protection Act
11 3 (0.84%) Management Information System
11 3 (0.84%) NHS
11 3 (0.84%) Virtual Team
12 2 (0.56%) Data Centre
12 2 (0.56%) Smart City
Operating Systems
1 78 (21.79%) Linux
2 18 (5.03%) Windows
3 13 (3.63%) Android
4 10 (2.79%) Unix
5 7 (1.96%) Apple iOS
5 7 (1.96%) Red Hat Enterprise Linux
6 5 (1.40%) CentOS
6 5 (1.40%) Ubuntu
7 3 (0.84%) Windows Server
8 1 (0.28%) Mesosphere
Processes & Methodologies
1 168 (46.93%) Agile Software Development
2 140 (39.11%) DevOps
3 92 (25.70%) Microservices
4 77 (21.51%) TDD
5 74 (20.67%) Continuous Integration
6 62 (17.32%) Test Automation
7 49 (13.69%) Software Engineering
8 48 (13.41%) Scrum
9 38 (10.61%) Unit Testing
10 35 (9.78%) BDD
11 33 (9.22%) Infrastructure as Code
11 33 (9.22%) Open Source
11 33 (9.22%) Problem-Solving
12 27 (7.54%) E-Commerce
13 26 (7.26%) Analytics
13 26 (7.26%) Data Modelling
14 24 (6.70%) Migration
15 23 (6.42%) Configuration Management
15 23 (6.42%) SDLC
15 23 (6.42%) User Stories
Programming Languages
1 163 (45.53%) Java
2 137 (38.27%) Python
3 85 (23.74%) SQL
4 74 (20.67%) JavaScript
5 66 (18.44%) Java 8
6 39 (10.89%) Bash Shell
7 38 (10.61%) C#
8 33 (9.22%) Scala
9 29 (8.10%) Ruby
10 23 (6.42%) PowerShell
11 21 (5.87%) Go
12 13 (3.63%) ES6
13 10 (2.79%) TypeScript
14 9 (2.51%) Kotlin
15 6 (1.68%) Groovy
16 5 (1.40%) C
16 5 (1.40%) Shell Script
17 4 (1.12%) ANSI SQL
18 3 (0.84%) C++
18 3 (0.84%) T-SQL
Qualifications
1 26 (7.26%) AWS Certification
2 16 (4.47%) Security Cleared
3 11 (3.07%) SC Cleared
4 7 (1.96%) Degree
5 2 (0.56%) BPSS Clearance
6 1 (0.28%) Computer Science Degree
6 1 (0.28%) DBS Check
6 1 (0.28%) ISEB
6 1 (0.28%) ISTQB
6 1 (0.28%) TOGAF Certification
Quality Assurance & Compliance
1 12 (3.35%) QA
2 7 (1.96%) GDPR
3 2 (0.56%) PSD2
3 2 (0.56%) SLA
4 1 (0.28%) COBIT
4 1 (0.28%) Disclosure Scotland
4 1 (0.28%) ISO/IEC 20000
4 1 (0.28%) PMO
System Software
1 108 (30.17%) Docker
2 11 (3.07%) Apache Flume
3 9 (2.51%) Active Directory
4 4 (1.12%) HDFS
Systems Management
1 86 (24.02%) Terraform
2 80 (22.35%) Kubernetes
3 45 (12.57%) Ansible
4 41 (11.45%) Puppet
5 19 (5.31%) logstash
6 15 (4.19%) Opscode Chef
7 10 (2.79%) Kibana
7 10 (2.79%) Mesos
8 8 (2.23%) Grafana
8 8 (2.23%) Packer
9 7 (1.96%) Nagios
10 6 (1.68%) Istio
10 6 (1.68%) linkerd
10 6 (1.68%) Marathon
10 6 (1.68%) Prometheus
10 6 (1.68%) ZABBIX
11 3 (0.84%) Graphite
11 3 (0.84%) rkt
11 3 (0.84%) Single Sign-On
12 2 (0.56%) Sysdig
Vendors
1 22 (6.15%) Microsoft
2 12 (3.35%) Hortonworks
2 12 (3.35%) MuleSoft
3 11 (3.07%) Splunk
4 9 (2.51%) Google
5 8 (2.23%) SaltStack
6 6 (1.68%) Adobe
6 6 (1.68%) Atlassian
7 5 (1.40%) Cloudera
7 5 (1.40%) New Relic
8 4 (1.12%) Mercator
8 4 (1.12%) Oracle
8 4 (1.12%) Red Hat
8 4 (1.12%) Xamarin
9 3 (0.84%) AppDynamics
9 3 (0.84%) ForgeRock
9 3 (0.84%) Informatica
9 3 (0.84%) Tableau
10 2 (0.56%) hybris
10 2 (0.56%) SAP