Senior Software Engineer(Aprisa)
Core
Develop and implement AI-driven solutions to optimize Power, Performance, and Area (PPA) in semiconductor design tools and workflows.
Role type
Senior IC R&D engineer (AI/ML for EDA)
Builds
AI/ML algorithms and tool integrations for chip design optimization
Domain
Semiconductor design automation (EDA) and machine learning
Deliverable
production ML models
Required skills
Python, C++, machine learning frameworks (TensorFlow, PyTorh), PPA optimization concepts, chip design flow understanding, algorithm design
Preferred skills
AI/ML in EDA, optimization algorithms, Siemens EDA tools, large-scale data processing
Technologies
TensorFlow, PyTorch
Responsibilities
Design and develop machine learning models for PPA optimization, integrate AI/ML solutions into EDA tools, conduct research on AI techniques for semiconductor design, evaluate and benchmark AI-enabled solutions, collaborate with design engineers and data scientists, maintain user documentation and research publications
Seniority
Senior, hands-on IC