Period
to 25 September 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 25 September 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
Yorkshire > West Yorkshire
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 155 152 173
Rank change year-on-year -3 +21 +12
Contract jobs citing Amazon DynamoDB 16 2 1
As % of all contract IT jobs advertised in West Yorkshire 0.46% 0.070% 0.026%
As % of the Database & Business Intelligence category 1.86% 0.29% 0.11%
Number of daily rates quoted 12 2 1
West Yorkshire median daily rate £450 £474 £475
Median daily rate % change year-on-year -5.01% -0.26% -
10th Percentile £410 £422 £463
90th Percentile £488 £524 £488
Yorkshire median daily rate £450 £474 £475
% change year-on-year -5.01% -0.26% -
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire 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 advertised in West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Contract vacancies with a requirement for database or business intelligence skills 861 699 916
As % of all contract IT jobs advertised in West Yorkshire 24.56% 24.47% 23.64%
Number of daily rates quoted 607 483 632
West Yorkshire median daily rate £420 £400 £375
Median daily rate % change year-on-year +5.00% +6.67% +7.14%
10th Percentile £319 £313 £290
90th Percentile £550 £537 £513
Yorkshire median daily rate £413 £400 £380
% change year-on-year +3.13% +5.26% +8.57%
Number of hourly rates quoted 14 4 11
West Yorkshire median hourly rate £17.00 £19.75 £16.09
Median hourly rate % change year-on-year -13.92% +22.75% -8.06%
10th Percentile £12.70 £13.00 £13.50
90th Percentile £33.53 £24.60 £31.50
Yorkshire median hourly rate £17.00 £19.50 £14.00
% change year-on-year -12.82% +39.29% -20.00%

Amazon DynamoDB
Job Vacancy Trend in West Yorkshire

Job postings citing Amazon DynamoDB as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Amazon DynamoDB in West Yorkshire

Amazon DynamoDB
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Amazon DynamoDB in West Yorkshire

Amazon DynamoDB
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Amazon DynamoDB in West Yorkshire over the 6 months to 25 September 2018.

Contractor daily rate histogram for Amazon DynamoDB in West Yorkshire

Amazon DynamoDB
Contract Job Locations in West Yorkshire

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 West Yorkshire region over the 6 months to 25 September 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
Bradford - 8 £425 -
Leeds -14 6 £450 -5.01% 4
Halifax - 1 £550 -
Amazon DynamoDB
Yorkshire

For the 6 months to 25 September 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 West Yorkshire region with a requirement for Amazon DynamoDB.

1 14 (87.50%) Amazon AWS
2 13 (81.25%) Java
2 13 (81.25%) Jenkins
2 13 (81.25%) Docker
2 13 (81.25%) DevOps
2 13 (81.25%) AWS Lambda
3 11 (68.75%) Serverless
4 9 (56.25%) REST
4 9 (56.25%) Agile Software Development
5 8 (50.00%) Microservices
6 7 (43.75%) Amazon CloudWatch
6 7 (43.75%) Deployment Automation
6 7 (43.75%) Amazon EC2
6 7 (43.75%) Python
6 7 (43.75%) PostgreSQL
7 6 (37.50%) SOAP
7 6 (37.50%) Elasticsearch
7 6 (37.50%) Amazon S3
7 6 (37.50%) Bitbucket
8 5 (31.25%) Dropwizard
8 5 (31.25%) Confluence
8 5 (31.25%) Cucumber
8 5 (31.25%) Puppet
8 5 (31.25%) Opscode Chef
8 5 (31.25%) TDD
8 5 (31.25%) Linux
8 5 (31.25%) JSON
8 5 (31.25%) JIRA
9 4 (25.00%) PKI
9 4 (25.00%) Release Management

Amazon DynamoDB
Co-occurring IT Skills in West Yorkshire 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 6 (37.50%) Elasticsearch
2 5 (31.25%) Confluence
3 1 (6.25%) Cloud Foundry
Cloud Services
1 14 (87.50%) Amazon AWS
2 13 (81.25%) AWS Lambda
3 11 (68.75%) Serverless
4 7 (43.75%) Amazon CloudWatch
4 7 (43.75%) Amazon EC2
5 6 (37.50%) Amazon S3
6 2 (12.50%) Amazon SQS
6 2 (12.50%) AWS CloudFormation
6 2 (12.50%) Datadog
7 1 (6.25%) Amazon ElastiCache
7 1 (6.25%) GitHub
7 1 (6.25%) Google Cloud Platform
7 1 (6.25%) IaaS
7 1 (6.25%) Microsoft Azure
7 1 (6.25%) OpenShift
7 1 (6.25%) PaaS
7 1 (6.25%) Route 53
7 1 (6.25%) SaaS
7 1 (6.25%) Tricentis Tosca
7 1 (6.25%) Virtual Private Cloud
Communications & Networking
1 4 (25.00%) SSH
2 1 (6.25%) DNS
2 1 (6.25%) Firewall
2 1 (6.25%) ICMP
2 1 (6.25%) TCP/IP
2 1 (6.25%) VPN
Database & Business Intelligence
1 7 (43.75%) PostgreSQL
2 3 (18.75%) Amazon RDS
2 3 (18.75%) NoSQL
3 1 (6.25%) Apache Cassandra
3 1 (6.25%) Couchbase
3 1 (6.25%) Redis
Development Applications
1 13 (81.25%) Jenkins
2 6 (37.50%) Bitbucket
3 5 (31.25%) Cucumber
3 5 (31.25%) JIRA
4 4 (25.00%) git-flow
5 3 (18.75%) Selenium
6 2 (12.50%) IntelliJ
6 2 (12.50%) JSUnit
7 1 (6.25%) Artifactory
7 1 (6.25%) Atlassian Bamboo
7 1 (6.25%) Git (software)
7 1 (6.25%) GitLab
7 1 (6.25%) HP UFT
7 1 (6.25%) Maven
7 1 (6.25%) Octopus Deploy
7 1 (6.25%) Subversion
Job Titles
1 8 (50.00%) AWS Engineer
2 7 (43.75%) DevOps Engineer
3 6 (37.50%) AWS DevOps
3 6 (37.50%) AWS DevOps Engineer
3 6 (37.50%) Developer
4 5 (31.25%) Java Developer
5 3 (18.75%) AWS Developer
6 2 (12.50%) AWS Software Engineer
6 2 (12.50%) Java Engineer
6 2 (12.50%) Java Software Engineer
6 2 (12.50%) Software Engineer
7 1 (6.25%) Cloud Engineer
7 1 (6.25%) Java Team Leader
7 1 (6.25%) Lead Developer
7 1 (6.25%) Lead Java Developer
7 1 (6.25%) Linux Engineer
7 1 (6.25%) Linux/Unix DevOps
7 1 (6.25%) Platform Engineer
7 1 (6.25%) Python Developer
7 1 (6.25%) Team Leader
Libraries, Frameworks & Software Standards
1 9 (56.25%) REST
2 6 (37.50%) SOAP
3 5 (31.25%) Dropwizard
3 5 (31.25%) JSON
4 4 (25.00%) OAuth
4 4 (25.00%) Web Services
4 4 (25.00%) XML
5 3 (18.75%) Node.js
5 3 (18.75%) Serverless Framework
5 3 (18.75%) Spring Boot
5 3 (18.75%) Swagger
6 2 (12.50%) JAXB
6 2 (12.50%) XSD
7 1 (6.25%) Hibernate
7 1 (6.25%) J2EE
Miscellaneous
1 4 (25.00%) Enterprise Software
1 4 (25.00%) PKI
2 2 (12.50%) Greenfield Project
2 2 (12.50%) Public Cloud
3 1 (6.25%) Virtual Team
Operating Systems
1 5 (31.25%) Linux
2 3 (18.75%) Red Hat Enterprise Linux
3 1 (6.25%) Unix
Processes & Methodologies
1 13 (81.25%) DevOps
2 9 (56.25%) Agile Software Development
3 8 (50.00%) Microservices
4 7 (43.75%) Deployment Automation
5 5 (31.25%) TDD
6 4 (25.00%) Data Extraction
6 4 (25.00%) Migration
6 4 (25.00%) OOD
6 4 (25.00%) Release Management
7 3 (18.75%) Auto-Scaling
7 3 (18.75%) Continuous Integration
7 3 (18.75%) Test Automation
8 2 (12.50%) BDD
8 2 (12.50%) Configuration Management
8 2 (12.50%) Don't repeat yourself (DRY)
8 2 (12.50%) Event-Driven Architecture
8 2 (12.50%) Integration Testing
8 2 (12.50%) OO
8 2 (12.50%) Software Engineering
8 2 (12.50%) Unit Testing
Programming Languages
1 13 (81.25%) Java
2 7 (43.75%) Python
3 4 (25.00%) Bash Shell
4 3 (18.75%) Shell Script
5 2 (12.50%) Java 8
6 1 (6.25%) PowerShell
Qualifications
1 1 (6.25%) SC Cleared
1 1 (6.25%) Security Cleared
System Software
1 13 (81.25%) Docker
Systems Management
1 5 (31.25%) Opscode Chef
1 5 (31.25%) Puppet
2 4 (25.00%) Ansible
2 4 (25.00%) Rancher
2 4 (25.00%) Terraform
3 1 (6.25%) Kubernetes
3 1 (6.25%) OpenView
3 1 (6.25%) SCOM
3 1 (6.25%) ZABBIX
Vendors
1 3 (18.75%) Oracle
2 2 (12.50%) Microsoft
2 2 (12.50%) Splunk
3 1 (6.25%) Apigee
3 1 (6.25%) Google
3 1 (6.25%) HP
3 1 (6.25%) Red Hat