AI Algorithm Software Engineer
NVIDIA is searching for Deep Learning algorithms architect to develop artificial intelligence (AI), computer vision algorithms and applications for our Metropolis for Factories and Manufacturing platforms. Artificial Intelligence is transforming how we collect, inspect, and analyze different kinds of sensor data that impacts everything from manufacturing automation, warehouse management, product inspections to safety workflows. NVIDIA Metropolis is leading this AI revolution, providing the tools, technologies, and expertise to meet every challenge with smarter, faster applications.
This challenging role will require someone who deeply understands and can architect algorithms with Large Language and Multi-modal (LLM/LMM) Foundation models to advance the application of artificial intelligence and machine learning to the Manufacturing AI market. Practical experience in the use and the building of Computer Vision algorithms, models and tools will be critical.
What You’ll Be Doing
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
This challenging role will require someone who deeply understands and can architect algorithms with Large Language and Multi-modal (LLM/LMM) Foundation models to advance the application of artificial intelligence and machine learning to the Manufacturing AI market. Practical experience in the use and the building of Computer Vision algorithms, models and tools will be critical.
What You’ll Be Doing
- Architect, analyze, develop, and prototype key deep learning algorithms and solutions as a core member of our growing software team.
- Collaborate with diverse software, research, and hardware teams across geographies to analyze the interplay of hardware and software architectures solve critical problems and future applications
- Support engagements with customers and their third-party software providers. Collaborate with Product Management, Marketing, and Developer Technology teams.
- Develop algorithms (such as zero/few-shot learning, unsupervised learning) to address data scarcity and collection challenges.
- Utilize generative models (Diffusion, GANs, VAEs) for data generation to overcome data scarcity issues.
- MS or PhD in Computer Science, Computer Engineering, Electrical Engineering, or a related field with a focus on Deep Learning, Machine Learning, and Computer Vision with 2+ years of work experience.
- Proven experience in algorithm development for data analytics, especially with LLMs and Multi-Modal Foundation models. Experience working and curation with multi-modal datasets.
- Experience with algorithms including zero/few-shot learning, self-supervised and unsupervised learning techniques, generative AI models for synthetic dataset
- Proficiency in working with deep learning frameworks such as TensorFlow and PyTorch, Strong programming skills in Python and/or C++
- Strong communication skills and ability to work in a collaborative environment.
- Track record of contributions to academic publications in the field of AI/ML or open-source projects.
NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
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職階等級
初階 -
工作類型
全職 -
工作職能
工程 -
所屬產業
電腦硬體製造、軟體開發和電腦與電子產品製造
內薦能讓您在NVIDIA獲得面試的機會增加 2 倍
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