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About Carnegie Mellon University
Carnegie Mellon University is a leading private research university in Pittsburgh, Pennsylvania, internationally recognized for programs in computer science, engineering, business, the arts, and artificial intelligence. Industry: Higher Education & Research
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The Senior Machine Learning Research Scientist joins the Secure AI Lab within the SEI AI Division to improve the security and robustness of artificial intelligence systems. This role involves conducting and leading novel research in applied machine learning to protect systems from adversaries who aim to manipulate algorithms. You will identify emerging technologies, perform and publish original research on vulnerabilities, and develop practical mitigations for observed attacks. Key responsibilities include turning research into prototype operational capabilities for government customers, developing research strategies, and mentoring junior team members. The position requires comprehensive knowledge of machine learning, experience in adversarial machine learning, and proficiency in scientific methods. You will solve practical engineering problems to ensure AI capabilities are robust, secure, scalable, and human-centered for defense and national security missions.
PyTorch
Python
Deep Learning
LLM
DeepSpeed
FairScale
torch.distributed
ML Infrastructure
On-device Inference
software–hardware co-design
Foundation Models
Parallelization Algorithms
Generative AI
PyTorch
Python
Deep Learning
LLM
DeepSpeed
FairScale
torch.distributed
ML Infrastructure
On-device Inference
software–hardware co-design
Foundation Models
Parallelization Algorithms
Generative AI