DMTS Physical AI SW Stack

GlobalFoundries Engineering Private Limited; Bengaluru; On-site; INR 4,000,000 - 7,000,000; Full time

Job summary

GlobalFoundries in Bengaluru seeks an experienced Senior AI Architect to lead the AI software stack, set architectural standards, and guide multiple teams across AI platforms and hardware acceleration.

You will architect production-grade pipelines, optimize workloads, and drive model lowering for RISCV-based MIPS platforms, shaping the company’s AI strategy and roadmap.

Qualifications

• Experience: 15+ years in software engineering, with 5+ years specifically focused on AI/ML SW for Processor Sub-systems, Hardware Accelerators and distributed systems architecture.
• AI & Frameworks: Deep hands-on experience with Neural networks, Vision Transformers, Vision Language Action Models
• Software Engineering: Strong background in Python, Java, C/C++, and architecture level optimization.
• Infrastructure: Knowledge and hands-on experience with Github, Docker, Kubernetes, and AI acceleration hardware.

Responsibilities

• Architect AI Platforms: Design and deploy production-grade software stack for MIPS AI Platforms, encompassing the ONNX/PyTorch and other framework kernels.
• Hardware/Software Optimization: Oversee workload performance, operators/kernel optimization, optimize deployment stacks and ensure cost-efficient scalability.
• Model Lowering: Define the architecture and framework for model lowering to the RISCV based MIPS platform, enable faster transfer.
• Technical Leadership: Define the long-term technical roadmap, establish architectural standards, and mentor engineering teams.

Skills

Neural networks

Distributed systems

Kernel optimization

Tools

Github

Docker

Kubernetes

AI acceleration hardware

Job description

About GlobalFoundries GlobalFoundries (GF) is a leading manufacturer of essential semiconductors, enabling AI at scale from the cloud to the physical world. Through deep partnerships with customers, GF delivers differentiated, power-efficient and high-growth markets. With global manufacturing operations across the U.S., Europe and Asia, GF is a trusted and holistic technology partner for customers around the world. GF’s talented, global team remains focused every day on security, longevity, and sustainability. For more information, visit www.gf.com.

Your Role

Leads and sets the technical vision and architectural standards for the Product's AI Software Stack. This senior role involves infrastructure and application, building scalable AI platforms, kernel optimizations, graph simulators and model lowering architecture and guiding teams through this journey.

Core Responsibilities

• Architect AI Platforms: Design and deploy production-grade software stack for MIPS AI Platforms, encompassing the ONNX/PyTorch and other framework kernels.
• Hardware/Software Optimization: Oversee workload performance, operators/kernel optimization, optimize deployment stacks and ensure cost-efficient scalability.
• Model Lowering: Define the architecture and framework for model lowering to the RISCV based MIPS platform, enable faster transfer
• Technical Leadership: Define the long-term technical roadmap, establish architectural standards, and mentor engineering teams.

Required Qualifications

• Experience: 15+ years in software engineering, with 5+ years specifically focused on AI/ML SW for Processor Sub-systems, Hardware Accelerators and distributed systems architecture.
• AI & Frameworks: Deep hands-on experience with Neural networks, Vision Transformers, Vision Language Action Models
• Software Engineering: Strong background in Python, Java, C/C++, and architecture level optimization.
• Infrastructure: Knowledge and hands-on experience with Github, Docker, Kubernetes, and AI acceleration hardware.

GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency and innovation whilst our employees feel truly respected, valued and heard. As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities. All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations.

Information about our benefits you can find here: https://gf.com/about-us/careers/opportunities-asia

We shape what's essential. At GlobalFoundries you will find a vibrant work environment where collaboration and innovation thrive. Our diverse and global team shares a culture of respect and inclusivity, representing the best in the industry. We celebrate success together and are united by our dedication to excellence and our desire to improve and empower the world.