Senior / Staff Computer Vision & AI Algorithm Engineer (Core R&D)
Core
Develop and advance core AI capabilities for an internally developed vision platform, driving research-to-production delivery of state-of-the-art computer vision, deep learning, and multimodal foundation model techniques for industrial-grade performance.
Role type
Senior IC Computer Vision & AI Algorithm Engineer (Core R&D)
Builds
Industrial-grade computer vision models, deep learning pipelines, and multimodal foundation model applications for manufacturing and inspection scenarios.
Domain
Industrial manufacturing / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Deep learning for computer vision, CNN-based classification and detection, Transformer-based architectures, few-shot learning, LLM/VLM fine-tuning, graph neural networks, C++ and Python engineering, performance optimization (CUDA/SIMD), PyTorch
Preferred skills
Meta-learning, prompt-based learning, retrieval-enhanced learning, parameter-efficient fine-tuning (LoRA/PEFT), RLHF/DPO, vector data processing, engineering drawing analysis
Technologies
PyTorch, CUDA, SIMD, C++, Python, Transformers, GNNs
Responsibilities
Research and optimize computer vision algorithms (classification, detection, segmentation); Build and improve Transformer-based detection/recognition architectures; Implement few-shot learning methods for industrial use cases; Develop post-training pipelines for LLM/VLMs (SFT, PEFT, alignment); Research and develop models for vector data scenarios (CAD/PCB) using GNNs; Write efficient C++ and Python code for training/inference pipelines; Develop high-performance compute kernels using SIMD/CUDA; Reproduce core algorithms from top-tier research papers.
Seniority
Senior, hands-on IC
