R&D Engineer (Computer Vision & Generative AI)
Panasonic R D Center Singapore · Singapore
Responsibilities:1) Research, design, and develop computer vision and deep learning models for image and video understanding. 2) Work on Generative AI systems, including: a. Large Language Models (LLMs)b. Vision-Language Models (VLMs)c. Multimodal and generative architectures.3) Develop and own the full AI lifecycle: a. Data preparation and experimentationb. Model training and fine-tuningc. Evaluation, optimization, and benchmarkingd. Deployment to local, edge, or cloud environments.4) Collaborate with cross-functional teams and clearly communicate progress and results.Requirements:1) Degree in Electronic/Computer Engineering/Computer Science/AI or related discipline2) Strong foundation in Computer Vision and Deep Learning.3) Hands-on experience with Generative AI, including LLMs, VLMs, or related multimodal models.4) Experience in:a. Model training and fine-tuning with real-world datasetsb. Deployment and inference optimization5) Strong programming skills in Python, C++6) Solid understanding of software engineering principles and application development.7) Ability to work independently, manage projects end-to-end, and learn new technologies quickly.8) Strong problem-solving, communication, and teamwork skills.Preferred / Added Advantages:- Experience with Pytorch / TensorFlow, OpenCV, Hugging Face ecosystem.- Exposure to Video models, Temporal modelling, or Multimodal transformers.- Experience with cloud, edge, or on-device deployment.- Familiarity with Docker, REST APIs, FastAPI/Flask, or similar frameworks.- Prior experience with:o Publications (journals, conferences)o AI competitions (e.g., Kaggle, CV challenges)o Open-source contributions or research prototypes.