AI/ML Physical Design Flow Engineer
Austin, Texas, United States; Fort Collins, Colorado, United States; Santa Clara, California, United States
USD 100K-500K Senior-level Full Time
Tasks
- Architect AI ML driven design flow solutions
- Collaborate with verification extraction timing and DFT teams
- Develop RTL to GDS methodologies
- Enhance synthesis place and route and STA flows
- Improve QoR using data driven and ML techniques
- Integrate and deploy custom CAD tools
- Lead cross functional physical design projects
- Optimize PPA and runtime in taped out designs
- Perform floorplanning and assembly for advanced nodes
Perks/Benefits
Skills/Tech-stack
Assembly | CAD Tools | Custom CAD Tools | Data Analysis | Data-Driven Modeling | Data-driven | EDA Tool | EDA tool integration | Floorplanning | Hierarchical design | Machine Learning | Physical Design | Place and route | PyTorch | Python | RTL to GDS | Signoff | Static Timing | Static Timing Analysis | Synthesis | TCL | TensorFlow | Timing Analysis | Tool integration
Education
Regions
Countries
States
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