Machine Learning Engineer - GenAI, Creative-X, Amazon Advertising

Amazon is one of the world's largest e-commerce and cloud computing companies, known for innovation in various tech fields.
$129,300 - $223,600
Machine Learning
Senior Software Engineer
Contact Company
5,000+ Employees
3+ years of experience
AI · Advertising · E-Commerce

Description For Machine Learning Engineer - GenAI, Creative-X, Amazon Advertising

Amazon Advertising is one of Amazon's fastest growing and most profitable businesses. The Creative X team within Amazon Advertising aims to democratize access to high-quality creatives (audio, images, videos, description) by building AI-driven solutions for advertisers. We are investing in latent-diffusion models, large language models (LLM), generative audio, computer vision (CV), reinforced learning (RL) and related methods.

As a Machine Learning Engineer in this team, you will:

  • Work closely with Applied Scientists and other MLE and Engineering team members to transform research code into production.
  • Own end to end deployment at scale of Generative and ML methods.
  • Establish scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation and serving.
  • Research new and innovative approaches to do efficient model deployment and training.
  • Document processes and methods for technical and non technical audiences.
  • Contribute to code reviews.
  • Mentor and help recruit MLEs to the team.
  • Present outcomes and explain approaches to senior leadership.

Why you will love this opportunity: Amazon is investing heavily in building a world-class advertising business. This team defines and delivers a collection of advertising products that drive discovery and sales. Our solutions generate billions in revenue and drive long-term growth for Amazon's Retail and Marketplace businesses. We deliver billions of ad impressions, millions of clicks daily, and break fresh ground to create world-class products. We are a highly motivated, collaborative, and fun-loving team with an entrepreneurial spirit - with a broad mandate to experiment and innovate.

The team consists of applied scientists and machine learning engineers. We reside in the Creative X organization, which focuses on creating products for advertisers that will improve the quality of the creatives within Amazon Ads.

Last updated a month ago

Responsibilities For Machine Learning Engineer - GenAI, Creative-X, Amazon Advertising

  • Transform research code into production
  • Own end to end deployment at scale of Generative and ML methods
  • Establish scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation and serving
  • Research new and innovative approaches to do efficient model deployment and training
  • Document processes and methods for technical and non technical audiences
  • Contribute to code reviews
  • Mentor and help recruit MLEs to the team
  • Present outcomes and explain approaches to senior leadership

Requirements For Machine Learning Engineer - GenAI, Creative-X, Amazon Advertising

Python
  • 3+ years of non-internship professional software development experience
  • 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
  • Experience programming with at least one software programming language
  • Experience with data curation processes
  • Experience setting up distributed training infrastructure
  • Familiarity with Deep Learning and Machine Learning models
  • Experience with Machine Learning Code optimization for efficiency

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