Sr. Machine Learning Engineer, Aws Applied AI Solution

Amazon Amazon · Big Tech · Seattle, WA · Software Development

Senior Machine Learning Engineer at AWS Applied AI Solutions focused on building a new agentic product. The role involves transforming research into production systems, owning end-to-end deployment of Generative AI and ML methods, and establishing scalable processes for model development, validation, and serving. Requires expertise in agentic systems, production ML, and scalable deployment architectures, bridging research and customer-facing products.

What you'd actually do

  1. Work closely with Applied Scientists and cross-functional engineering teams to transform research code into robust, scalable production systems
  2. Own end-to-end deployment at scale of Generative AI and ML methods, ensuring reliability and performance
  3. Establish scalable, efficient, automated processes for large-scale data analysis, machine learning model development, model validation and serving
  4. Research and implement innovative approaches for efficient model deployment, training, and optimization
  5. Document processes and methods for both technical and non-technical audiences, ensuring knowledge transfer and best practices

Skills

Required

  • Python
  • C++
  • Machine Learning fundamentals
  • LLM fundamentals
  • transformer architecture
  • training/inference lifecycles
  • optimization techniques
  • software development experience
  • programming experience
  • design or architecture of new and existing systems experience
  • mentor, tech lead or leading an engineering team experience

Nice to have

  • full software development life cycle experience
  • coding standards
  • code reviews
  • source control management
  • build processes
  • testing
  • operations experience
  • Bachelor's degree in computer science or equivalent

What the JD emphasized

  • expertise in agentic system
  • production ML systems
  • scalable deployment architectures
  • customer-facing products
  • production-ready ML solutions
  • agentic product

Other signals

  • building a new agentic product from the ground up
  • expertise in agentic system, production ML systems, and scalable deployment architectures
  • bridge the gap between state-of-art research and customer-facing products
  • deliver production-ready ML solutions