AI Engineer – Model Optimization & Acceleration

AMD; Bengaluru; On-site; INR 2,500,000 - 4,500,000; Full time

Job summary

AMD in Bangalore, India is hiring an AI Engineer to optimize and deploy ML models across CPU, GPU, and NPU. You will work on scalable, production-ready AI systems for robotics, healthcare, and automotive.

Responsibilities include optimizing diverse models (LLMs, vision, multi-modal), porting across frameworks, deploying on accelerators, and improving latency and memory usage. Prior experience with PyTorch, ONNX, and CUDA is valued.

Qualifications

• Strong experience with PyTorch and ONNX for model deployment.
• Proficient in Python and C++.
• Experience with GPU/hardware acceleration (CUDA/ROCm).
• Solid understanding of deep learning models (transformers, CNNs).
• Knowledge of optimization, quantization, and performance tuning.

Responsibilities

• Optimize diverse models: generative (LLMs, diffusion), vision (classification, detection, segmentation), multi-modal, and speech.
• Port models across frameworks (e.g., PyTorch → ONNX → runtimes).
• Deploy on hardware accelerators (GPU/NPU) and optimize performance.
• Improve inference latency, throughput, and memory (batching, caching, parallelism, fusion).
• Apply quantization and model compression (FP32 → lower precision).
• Profile and debug system and model performance.

Skills

PyTorch

ONNX

Python

C++

Transformers

Tools

CUDA

ROCm

Job description

WHAT YOU DO AT AMD CHANGES EVERYTHING

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.

Together, we advance your career.

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond.

Job Title: AI Engineer – Model Optimization & Acceleration

Location: Bangalore, India

Role Overview

Seeking an AI Engineer to optimize and deploy ML models across heterogeneous platforms (CPU, GPU, NPU).

Work on scalable, production-ready AI systems across domains like robotics, healthcare, and automotive.

Key Responsibilities

• Optimize diverse models: generative (LLMs, diffusion), vision (classification, detection, segmentation), multi-modal, and speech
• Port models across frameworks (e.g., PyTorch → ONNX → runtimes)
• Deploy on hardware accelerators (GPU/NPU) and optimize performance
• Improve inference latency, throughput, and memory (batching, caching, parallelism, fusion)
• Apply quantization and model compression (FP32 → lower precision)
• Profile and debug system and model performance

Required Skills

• Strong in PyTorch (or similar), ONNX (or equivalent)
• Proficient in Python and C++
• Experience with GPU/hardware acceleration (CUDA/ROCm or similar)
• Solid understanding of deep learning models (transformers, CNNs)
• Knowledge of optimization, quantization, and performance tuning

Good to Have

• Edge AI or embedded deployment
• Generative or multi-modal AI systems
• Distributed inference or streaming pipelines

Benefits offered are described: AMD benefits at a glance.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.

AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD’s “Responsible AI Policy” is available here.

This posting is for an existing vacancy.