AI Edge Innovator, Amazon Devices
1 week ago
Transforming Machine Learning for Edge Devices: A Cutting-Edge Opportunity
About the RoleWe're seeking an experienced Applied Scientist to join our pioneering Edge AI & ML team at Amazon. As a key contributor, you'll be at the forefront of innovation, developing cutting-edge compression algorithms that enable AI models to run efficiently on resource-constrained hardware.
This is a unique opportunity to revolutionize machine learning for edge devices and transform the way Amazon customers interact with our devices. Our work is pushing the boundaries of what's possible with AI, creating novel experiences that directly impact millions of Amazon customers.
Your Key Responsibilities- Develop and implement novel algorithms for compressing and optimizing deep learning models for edge devices
- Conduct experiments to evaluate and benchmark model performance across various hardware platforms
- Collaborate with product teams to integrate our technology into Amazon devices and services
- Innovate on techniques to achieve state-of-the-art efficiency in AI model deployment
- Explore and adapt emerging ML architectures (e.g., transformers, neural architecture search) for edge computing
- Investigate hardware-aware ML techniques to tailor models for specific edge devices
To succeed in this role, you'll need:
- 3+ years of experience building models for business applications
- PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience programming in Java, C++, Python or related languages
- Strong programming skills in Python and experience with deep learning frameworks like PyTorch or TensorFlow
- Experience using Unix/Linux
- Experience in professional software development
- Familiarity with deploying ML models on edge devices or mobile platforms
- Background in optimization, information theory, or signal processing
- Track record of developing novel ML algorithms and seeing them through to practical implementation
- Publication record in top-tier ML conferences (e.g. NeurIPS, ICML, ICLR)
As an Amazon employee, you'll enjoy:
- A highly competitive salary range: $149,300/year - $249,300/year, based on your job-related knowledge, skills, and experience
- Total compensation package, including equity, sign-on payments, and other benefits
- Opportunities for career growth and professional development
- A dynamic, inclusive work environment with talented colleagues
We are committed to diversity and inclusion. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, disability, age, or other legally protected status.
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