AI Infrastructure Engineer for Large Scale Retrieval Systems
hace 3 semanas
Amazon is a leader in AI and machine learning, constantly pushing the boundaries of what is possible. We are seeking an experienced Machine Learning Engineer to join our team developing the services required to query the Amazon Knowledge Graph (AKG), an LLM-optimized component in our AGI tech stack.
The successful candidate will have the power to lead the charge in developing algorithms and modeling techniques to push the boundaries of model training and deployment at scale. Key responsibilities include:
- Developing and maintaining key platforms needed for developing, evaluating, and deploying ML models for real-world applications
- Working with other team members to investigate design approaches, prototype new technology, and evaluate technical feasibility
- Collaborating with applied scientists to develop and scale machine learning models
A day in the life of this role involves working with a strong team of engineers and collaborating with applied scientists to develop novel processes for constructing and enhancing structured information retrieval systems; and enabling high precision/recall & low latency access to knowledge in AKG.
We are looking for candidates with 3+ years of professional software development experience in distributed systems with emphasis on ML infrastructure. A deep understanding of AI frameworks such as PyTorch, TensorFlow, and JAX, and their demands on underlying compute infrastructure, memory bandwidth, network interconnect, and storage as scale goes up is essential. Experience with containerization and orchestration technologies (Docker, Kubernetes) is also highly desirable.
In addition to the skills mentioned above, we are looking for candidates who have:
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture experience (design patterns, reliability, and scaling)
- Experience programming with at least one software programming language
As an Amazon employee, you will be part of a diverse and inclusive workplace that offers a range of benefits, including a competitive salary and stock options. The estimated annual salary for this role is $175,000 - $250,000 depending on experience. If you are passionate about AI and machine learning and want to work on challenging projects with a talented team, please apply now.
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