Amazon - Boston, MA

posted 3 months ago

Full-time - Mid Level
Boston, MA
Sporting Goods, Hobby, Musical Instrument, Book, and Miscellaneous Retailers

About the position

As a Machine Learning Engineer at AWS Field Experiences (AFX), you will be at the forefront of developing innovative AI-driven software tools that empower our field teams to seize opportunities and generate revenue for AWS. This role is centered around the design, development, and enhancement of generative AI and traditional machine learning models that drive various software products. You will collaborate with a team of dedicated scientists and engineers, leveraging your expertise in machine learning and deep learning to create impactful solutions. In this position, you will innovate system architectures utilizing Large Language Models (LLMs) and other forms of generative AI. Your responsibilities will include leveraging diverse data sources to maximize business impact through machine learning and AI methodologies. You will design and develop end-to-end, robust, and scalable pipelines for data preparation, model training, deployment, and monitoring. Collaboration is key, as you will work closely with scientists, engineers, and product partners to deliver intelligent, feature-rich software solutions. Additionally, you will play a crucial role in mentoring and educating colleagues and customers about AI technology, demonstrating how it can transform knowledge work. This position offers a unique opportunity to work with cutting-edge concepts and tools in a dynamic environment that values innovation and creativity.

Responsibilities

  • Innovate system architectures using Large Language Models (LLMs) and other forms of generative AI
  • Leverage diverse data sources to maximize business impact through ML and AI methods
  • Design and develop end-to-end, robust, and scalable pipelines for data preparation, model training, deployment, and monitoring
  • Collaborate with scientists, engineers, and product partners to deliver intelligent, feature-rich software
  • Mentor and educate colleagues and customers about AI technology and its impact on knowledge work

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

Nice-to-haves

  • Master's degree in computer science or equivalent
  • 3+ years of machine learning, statistical modeling, data mining, and analytics techniques experience

Benefits

  • Work-life balance
  • Inclusive team culture
  • Mentorship and career growth opportunities
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