AI/ML Research Scientist, Edge AI
Core
Researches, develops, and deploys machine learning models for production edge AI environments, optimizing performance and ensuring seamless integration.
Role type
Senior IC machine learning research scientist (edge AI)
Builds
Scalable ML models and pipelines for edge devices
Domain
Edge AI, Deep Learning, Computer Vision/NLP (via careerplan.io/jobs/3168414-2-aiml-research-scientist-edge-ai-at-hp)
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, C++, CUDA kernel programming, Python, PyTorch, Scikit-learn, Triton kernel programming, Llama.cpp, Hyperparameter tuning, Model deployment, ML pipeline design
Preferred skills
Natural Language Processing, Statistical modeling, Software Engineering
Responsibilities
Develop integrated software solutions for ML model lifecycle; Train and validate models using evaluation metrics; Optimize hyperparameters for performance; Deploy models to production ensuring scalability; Monitor and maintain deployed models; Design and maintain efficient ML pipelines; Partner with engineering teams on automated training techniques.
Seniority
Mid-Senior, hands-on IC
