NVIDIA razvija tehnologije pospešenega računalništva in umetne inteligence, ki se uporabljajo v igrah, podatkovnih centrih, računalništvu v oblaku, zdravstvu, proizvodnji, avtomobilski industriji in robotiki. Njeno delo obsega grafične procesne enote, platforme umetne inteligence, simulacije in rešitve za posamezne panoge, vključno z NVIDIA Omniverse za sodelovalne 3D-delovne tokove, NVIDIA DRIVE za razvoj avtonomnih vozil in NVIDIA Clara za zdravstvene aplikacije. Podjetje združuje velike tehnične ekipe, ki delajo na infrastrukturi in programski opremi za napredno računalništvo, simulacije in analitiko, ki jo poganja umetna inteligenca.
ML and AI Physical Design Methodology Engineer
Develop automated ML and AI methods for NVIDIA networking silicon physical design. Improve PPA across timing, power, noise, verification, and chip assembly flows.
Opis
- Build and deploy AI and ML solutions for production physical design flows
- Create methods to improve power, performance, and area in advanced physical design
- Develop machine learning approaches for physical design challenges
- Create flow and tool methods spanning place and route, timing closure, IR and signal electromigration convergence, power and noise analysis, back-end verification, floorplanning, power and clock distribution, and chip assembly
- Use data analysis and algorithms to assess and improve PPA
Zahteve
- Master’s degree in electrical engineering, computer engineering, computer science, or equivalent experience
- At least five years of experience developing ML or AI solutions
- Ability to design and automate workflows
- Strong Python and Tcl programming skills
- Familiarity with machine learning frameworks
- Experience implementing ML-based solutions
- Exposure to physical design workflows
Ugodnosti
- Competitive salary
- Comprehensive benefits package
- Equity