SDE II - Gen AI
Core
Engineer responsible for end-to-end deployment of generative AI models (image generation, VTON) to iOS and Android devices, optimizing for latency, memory, and battery constraints.
Role type
Senior IC machine-learning engineer (on-device generative AI)
Builds
Production-ready model pipelines for image generation and personalization on consumer mobile devices
Domain
Mobile computing + Generative AI
Deliverable
production ML models
Required skills
Python, PyTorch, Computer Vision, Generative AI, LoRA, Model optimization, Quantization, Inference runtimes (ONNX, TensorRT, Core ML, TFLite), Debugging, Profiling
Preferred skills
FLUX, Stable Diffusion, SDXL, ControlNet, CUDA, Metal, Android NNAPI, C++, Distributed training, Model compression
Technologies
PyTorch, ONNX, TensorRT, Core ML, TFLite, ONNX Runtime, CUDA, Metal, NNAPI
Responsibilities
Train and fine-tune image-generation models using LoRA and adapter techniques; Optimize model inference for on-device constraints (latency, memory, thermal); Convert and deploy models using ONNX/TensorRT/Core ML/TFLite; Profile and debug performance across CPU/GPU/NPU; Build production pipelines from training to device deployment.
Seniority
Mid-level, hands-on IC
