Generative AI Engineer, Senior Staff/Manager (LLM/VLM)
Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Mjukvaruutveckling
I korthet
Qualcomm AI Research is seeking a Senior Staff/Manager Generative AI Engineer to lead on-device generative AI development. This role involves training and fine-tuning large-scale LLMs and VLMs for multi-modal tasks, optimizing model efficiency, and collaborating with cross-functional teams to bring AI research to real-world products used by billions.
Ansvarsområden
- Train and fine-tune large-scale LLMs and VLMs for multi-modal and agentic tasks.
- Build end-to-end agentic AI prototypes for both on-device and cloud deployment.
- Drive model efficiency through quantization, pruning, and distillation without sacrificing accuracy.
- Collaborate closely with hardware, software, and systems teams to bring research to real-world products.
- Implement experiments in Python and PyTorch; manage benchmarks across large-scale distributed setups.
- Share knowledge and best practices across teams, supporting the growth of junior engineers organically.
Krav
- Bachelor's, Master's, or PhD in Computer Science, Machine Learning, or related field.
- 3+ years of hands-on experience designing, training, or optimizing LLMs, VLMs, or foundation models in real-world settings.
- Strong grasp of generative AI, multi-modal architecture, and training strategies at scale.
- Proficiency in Python and PyTorch; experience with distributed training frameworks (e.g., DeepSpeed, FSDP, or equivalent).
- Track record applying quantization, pruning, or distillation to reduce model footprint without degrading quality.
Önskade kvalifikationer
- PhD in Computer Science or Machine Learning.
- Familiarity with hardware-aware AI optimization and deploying models on edge devices.
- Publications at top ML/AI venues — NeurIPS, ICML, CVPR, ACL, etc.
- Experience mentoring engineers or leading cross-functional research initiatives.
Förmåner
- Work on state-of-the-art foundation models and deploy intelligence that reaches billions of people worldwide.
- Power next-generation AI experiences on Qualcomm Snapdragon platforms.
- Be part of a world-class team that turns research papers into products.
#Generative AI#LLM#VLM#Machine Learning#AI Research#On-device AI