Machine Learning Engineer
Job Description
Machine Learning Engineer in New York, NY for Amazon.com Services LLC to design, deploy, and scale real-time ML models for dynamic creative optimization and ad personalization, while building data pipelines and evaluating cutting-edge generative AI technologies.
Responsibilities
- Quickly learn and apply new Generative AI technologies to address complex problems in the Dynamic Creative Optimization (DCO) domain.
- Explore design approaches, prototype new technologies, and assess their feasibility, including Auto ML and real-time ML serving systems.
- Partner with scientists to design and build data pipelines capable of processing massive datasets and enabling scalable machine learning model deployment.
- Develop and maintain platforms for developing, evaluating, and deploying machine learning models for real-world applications.
Requirements
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture experience (design patterns, reliability and scaling) of new and existing systems
- Experience programming with at least one software programming language
Technologies
- latent diffusion models
- large language models (LLM)
- reinforced learning (RL)
- computer vision
- Auto ML
Benefits
- Health insurance
- 401(k) matching
- Paid time off
- Parental leave