Associate Director - AI/ML Performance Architecture - Semiconductor/NanoTech

Associate Director - AI/ML Performance Architecture - Semiconductor, NanoTech

Our Client is a Global Leader - SemiConductor/ AI/Nano Tech / Machine Learning - literally builds the foundation on which silicon valley stands!

Role Summary :

Associate Director / Head the India team for building simulation framework and performance models for highly innovative platform architectures, including AI accelerator, and computer vision blocks;

Your Opportunity :

- Interested in accelerating the AI and Big Data inflection across industries? Are you customer-obsessed, experienced, entrepreneurial, and looking for your next challenge?

- Our clients AI team is actively recruiting for a highly motivated and energetic AI/ML performance architect to lead and drive modeling framework development and performance analysis effort for innovative platform architectures and roadmaps. The ideal candidate will analyze key architectural and implementation trade-offs such as power, performance, area, cost while considering technological innovations. This role requires strong communication, in addition to being comfortable with working through ambiguities.

Roles and Responsibility :

Build simulation framework and performance models for highly innovative platform architectures, including AI accelerator, and computer vision blocks; Prior experience with simulator design/development and performance modeling and analysis for CPU/GPU/SoC/ML accelerators; C/C++/SystemC/Python; Understanding of architecture/micro-architecture trade-offs for performance and power analysis; Understanding of computer vision AI workloads a plus.

Our Ideal Candidate:

- Should have extensive experience in performance simulation model development and performance analysis

- Should have very good development experience in C++/SystemC/Python

- Familiarity with AI accelerators and GPUs is a plus

- Preferably, good exposure to computer vision related AI models (e.g. ResNet, Yolo) and AI frameworks (e.g. TensorFlow, Pytorch)

Qualifications :

- Must to have Bachelor degree in Computer Engineering/Computer Science, Minimum relevant work experience 10+ years

- Preferable to have Masters or PhD in Computer Engineering/Computer Science