Senior Machine Learning Architect
AmazonJob Description
Amazon Devices is seeking a Senior Machine Learning Architect to join our innovative research and development team. This role is pivotal in designing and engineering high-profile devices such as the Kindle, Fire Tablets, Fire TV, and Amazon Echo. You will be part of a team developing the next generation of System on Chips (SoCs) for machine learning-enabled consumer products.
Key Responsibilities
- Analyze Deep Learning Workloads: Map these workloads to Amazon’s Neural Edge Engine and propose new hardware architectures or improvements to existing ones.
- Collaborate Across Teams: Work closely with compiler engineers, model developers, hardware architects, and product teams to build the best ML-centric hardware and software solutions.
- Deliver Design Collateral: Provide hardware architecture, microarchitecture, and other design collateral for next-generation ML accelerators.
- Develop Modeling Tools: Build tools for modeling and performance evaluation to enable power, performance, and cost trade-offs.
- Realize Architecture on Silicon: Collaborate with full-stack silicon designers to implement the architecture on silicon.
Basic Qualifications
- Experience with neural deep learning methods and machine learning.
- 3+ years of experience building machine learning models for business applications.
- Proficiency in programming languages such as Java, C++, or Python.
- PhD or Master’s degree with 6+ years of applied research experience.
- 3+ years of experience designing hardware IP, preferably for machine learning workloads.
Preferred Qualifications
- Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy, etc.
- Experience with large-scale distributed systems like Hadoop and Spark.
- Proficiency in HDL languages like Verilog, VHDL, or High-Level Synthesis (HLS).
About Amazon
Amazon is committed to a diverse and inclusive workplace. We are an equal opportunity employer and do not discriminate based on race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
Compensation
The base pay for this position ranges from $150,400/year to $260,000/year, depending on market location and job-related knowledge, skills, and experience. Additional compensation may include equity, sign-on payments, and other benefits.
Join us in this exciting opportunity to work hard, have fun, and make history with Amazon Devices.
Benefits Extracted with AI
- Medical insurance
- Financial benefits
- Equity options
- Sign-on payments
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