AI SW Stack Deployment Architect (12+ years)
Sandisk- Location
- Bengaluru, KA, India
- Workplace
- —
- Employment
- Full Time
- Salary
- —
Posted 2mo ago
Role Overview
We are looking for a Software Architect (12+ years experience) to lead the application/framework layer and deployment stack for the Next Generation Accelerator AI platform. This role owns how models run on Next Generation Accelerator—from vLLM / PyTorch / TensotFlow/XLA to production deployment—ensuring correctness, performance, and scalability.
Key Responsibilities
- Architect integration of vLLM, PyTorch, and TensorFlow, JAX/XLA into Next Generation Accelerator stack
- Define framework → compiler → runtime APIs and contracts
- Own LLM execution behavior (batching, KV cache, streaming inference)
- Design and implement end-to-end deployment workflows (packaging, versioning, reproducibility)
- Drive performance optimization across model → framework → runtime
- Work cross-functionally with compiler, runtime, and low-level SW teams
- Support customer workloads, model onboarding, and debugging
Impact
Own customer-visible AI execution and deployment on Next Generation Accelerator, closing the gap between models and system performance, and enabling enterprise-grade AI solutions
Required Qualifications
- 10+ years in AI/ML systems or software architecture
- Strong experience with PyTorch / Transformers / LLMs
- Hands-on experience with LLM deployment and scalable inference engine systems e.g. vLLM, Triton, SGLang etc.
- Experience building scalable AI platforms (cloud/edge)
- Expertise in system design, APIs, and cross-layer integration
Preferred Qualifications
- Experience with vLLM or similar LLM serving systems
- Familiarity with XLA / MLIR / compiler frameworks
- Exposure to AI accelerators (GPU/NPU) and runtime systems
Experience in distributed or multi-agent AI systems
Sandisk thrives on the power and potential of diversity. As a global company, we believe the most effective way to embrace the diversity of our customers and communities is to mirror it from within. We believe the fusion of various perspectives results in the best outcomes for our employees, our company, our customers, and the world around us. We are committed to an inclusive environment where every individual can thrive through a sense of belonging, respect and contribution.
Sandisk is committed to offering opportunities to applicants with disabilities and ensuring all candidates can successfully navigate our careers website and our hiring process. Please contact us at jobs.accommodations@sandisk.com to advise us of your accommodation request. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
Skills
- vLLM
- PyTorch
- TensorFlow
- JAX
- LLM
- Hugging Face Transformers
- Triton
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