29 Aug
|
Sunrise BizTech Systems
|
Bangalore Rural
29 Aug
Sunrise BizTech Systems
Bangalore Rural
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), CPU,NPU,GPU,AI,multi-modal,speech,LLMS,PyTorch,ONNX,runtimes,GNU,NPU,FP32,debug,lower precision
- 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
- Solid 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
Experience 710 years
- Role & responsibilities
Preferred candidate profile
Perks and benefits
📌 AI Engineer Model Optimization & Acceleration (Bangalore Rural)
🏢 Sunrise BizTech Systems
📍 Bangalore Rural