3 дня назад
Engineer II, Machine Learning (AI)
100 000 - 110 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Engineer II, Machine Learning (AI) (PyTorch/TensorFlow/C++): Developing state-of-the-art audio and vision models and ML infrastructure for deployment on edge AI devices with an accent on performance optimization, latency, memory bandwidth, and hardware utilization. Focus on prototyping and productionizing ML solutions, optimizing models for custom neural processors, and solving field issues across modeling and embedded software systems.
Location: On-site in Irvine, California, United States
Base pay: $100,000–$110,000 per year
Company
develops hardware and software solutions for edge AI deployment, including low-power neural processors and compute-efficient models for speech, audio, sensor, and vision applications.
What you will do
- Develop machine learning tools and infrastructure for deploying PyTorch and TensorFlow/Keras models on Neural Decision Processors.
- Implement prototypes to evaluate new machine learning approaches and translate research into robust solutions.
- Deliver production-ready audio and vision model solutions within tight timeframes.
- Collaborate with modeling and embedded software teams to run models efficiently on chips.
- Investigate and resolve machine learning issues reported from the field.
Requirements
- MS in Computer Science, Engineering, Machine Learning, or a related field.
- 0–2 years of experience implementing high-performance machine learning kernels on custom hardware accelerators or GPUs.
- Experience optimizing latency, memory bandwidth, data flow, and hardware utilization.
- Strong C/C++ and Python programming skills.
- Experience with PyTorch, TensorFlow, LLVM, and MLIR.
- Strong analytical, problem-solving, prototyping, and iteration skills.
Culture & Benefits
- Medical coverage with PPO and HSA-compatible plan options, including company-paid coverage for employees and families.
- Company-paid dental and vision PPO coverage.
- Company-paid life, AD&D, short-term disability, and long-term disability coverage.
- 401(k) retirement plan, flexible spending accounts, and health savings accounts.
- Employee assistance program and optional accident, critical illness, hospital indemnity, legal support, and identity fraud protection benefits.
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