4 дня назад
Sr Staff Application Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr Staff Application Engineer (AI): Defining AI/ML architectures and deployment strategies for embedded, edge-computing, and cloud-connected intelligent systems with an accent on sensor analytics, computer vision, signal processing, and heterogeneous semiconductor platforms. Focus on optimizing models for accuracy, latency, memory, power, and cost while building reusable AI frameworks, inference pipelines, and reference architectures.
Location: Austin, Texas, United States; onsite, with remote work unavailable
Company
is a global semiconductor provider developing embedded solutions for AI infrastructure, cloud and networking, automotive, industrial automation, robotics, and IoT applications.
What you will do
- Define AI and machine-learning architectures for embedded systems, edge computing, cloud-connected systems, and intelligent sensors.
- Translate customer challenges, market opportunities, and technology trends into AI solution architectures and technology roadmaps.
- Develop reusable AI frameworks, software architectures, inference pipelines, model-deployment methodologies, and reference implementations.
- Evaluate and adopt machine learning, deep learning, foundation-model, and agentic-AI technologies.
- Design architectures for sensor intelligence, signal processing, computer vision, anomaly detection, predictive analytics, sensor fusion, autonomous decision-making, and multimodal AI.
- Lead hardware/software partitioning and collaborate with product, software, systems, research, and customer teams while mentoring engineers and contributing to technical publications, patents, and ecosystem initiatives.
Requirements
- Master’s or Ph.D. degree in computer science, applied mathematics, artificial intelligence, electrical engineering, physics, data science, or a related field.
- 10+ years of experience in AI/ML, advanced analytics, signal processing, computer vision, or intelligent embedded systems.
- Track record as an AI Architect, Principal AI Engineer, Chief Architect, AI Research Lead, or equivalent technical leadership role.
- Expertise in machine learning, deep learning, statistical modeling, signal processing, computer vision, sensor analytics, data fusion, pattern recognition, predictive analytics, time-series analysis, explainable AI, and edge AI.
- Strong experience with PyTorch, TensorFlow, ONNX, model optimization, data pipelines, and AI deployment frameworks.
- Understanding of embedded systems, edge platforms, heterogeneous compute architectures, MCUs, MPUs, NPUs, DSPs, AI accelerators, and performance, power, and memory optimization.
Nice to have
- Ph.D. in applied mathematics, machine learning, signal processing, computer vision, or a related discipline.
- Patented AI technologies, algorithms, or publications in AI, machine learning, signal processing, or computer vision.
- Experience with foundation models, multimodal AI, agentic AI, sensor analytics, anomaly detection, and embedded AI deployment.
- Familiarity with semiconductor architectures and AI acceleration technologies.
- Industry experience in industrial automation, automotive, healthcare, robotics, aerospace, IoT, or consumer electronics.
Culture & Benefits
- Regular permanent employment with a competitive benefits package.
- Collaborative culture built around transparency, agility, global collaboration, innovation, and entrepreneurship.
- Opportunity to work with a global semiconductor organization operating across more than 30 countries.
- Work focused on automotive, industrial, infrastructure, and IoT technologies.
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