Machine Learning Engineer, Design Verification, Silicon

Role Responsibilities:

• Research, design, and implement ML/AI techniques for verification tasks like test case generation, coverage analysis, and performance optimization.
• Analyze large datasets of simulation results to identify patterns and trends for verification applications.
• Build and train ML models for anomaly detection, pattern recognition, and prediction.
• Develop and maintain verification tools, test plans, and scripts to automate tasks and improve model performance.

Job Requirements:

• Bachelor's degree in Computer Engineering, Electrical Engineering, Computer Science, or a related field.
• 5 years of experience with ML/AI frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
• Experience with hardware description languages (e.g., Verilog, SystemVerilog, VHDL).
• Experience applying ML/AI techniques to hardware design and verification.