LLM Serving Engineer
Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Mjukvaruutveckling · Inbyggda system
I korthet
Qualcomm is looking for an LLM Serving Engineer in San Diego, California. This role involves developing and optimizing machine learning frameworks, hardware, and software for inference and training solutions, requiring collaboration across teams. The position demands significant experience with ML frameworks, operating systems, and programming languages, with a focus on embedded systems and ML applications.
Ansvarsområden
- Leverages advanced Machine Learning knowledge to extend training or runtime frameworks or model efficiency software tools with new features and optimizations.
- Models, architects, and develops highly advanced machine learning hardware (co-designed with machine learning software) for inference or training solutions.
- Develops critical optimized software to enable AI models deployed on hardware (e.g., machine learning kernels, compiler tools, or model efficiency tools, etc.) to allow specific hardware features; collaborates with hardware teams for joint design and development.
- Leads the development and application of machine learning techniques into products and/or AI solutions to enable customers to do the same.
- Develops, adapts, or prototypes novel machine learning solutions aligned with and motivated by proposals or roadmaps for complex products and system-level features.
- Oversees and provides technical expertise to others conducting experiments to train and evaluate machine learning solutions.
Krav
- Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 6+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- Master's degree in Computer Science, Engineering, Information Systems, or related field and 5+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- PhD in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- 5+ years of experience with Machine Learning frameworks (e.g., Tensor Flow, Caffe, Caffe 2, Pytorch, Keras).
- 5+ years of experience with low level interactions between operating systems (e.g., Linux, Android, QNX) and Hardware.
- 5+ years of experience in embedded system development and optimization with application to a specific problem domain in ML (e.g., NLP, multi-media).
- 5+ years of experience with one or more programming language suitable for machine learning (e.g., Python, R, C, C++)
- 5+ years of experience using statistics and probability (e.g., conditional probability, Bayes rule).
Önskade kvalifikationer
- Master's degree in Computer Science, Engineering, Information Systems, or related field.
- 3+ years experience working in a large matrixed organization.
- 2+ years of work experience in a role requiring interaction with senior leadership (e.g., Director and above).
- 1+ year in a technical leadership role with or without direct reports (only applies to positions with direct reports).
- Developed 1+ novel Machine Learning architecture(s).
Förmåner
- Competitive annual discretionary bonus program
- Opportunity for annual RSU grants
- Highly competitive benefits package designed to support your success at work, at home, and at play.
Färdigheter
TensorFlowCaffeCaffe 2PyTorchKerasLinuxAndroidQNXPythonRCC++
#Machine Learning#LLM#Engineering#Inference#Training#Optimization#Embedded Systems#Software#Hardware
Om Qualcomm
Enabling a world where everyone and everything can be intelligently connected.
Enabling a world where everyone and everything can be intelligently connected.\n\n
Företag
QualcommPublicerade jobb
för 1 vecka sedan
Anställningstyp
Heltid
Arbetsform
På plats
Lön
122 800–184 200 US$ / år
Erfarenhetsnivå
Senior
Platser
San Diego, United States of America
Kvalifikation
Kandidatexamen, Masterexamen, Doktorand
Sökande
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