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R&D Engineer (Computer Vision & Generative AI)

External
PANASONIC R&D CENTER SINGAPORE logoPanasonic R&d Center Singapore · Bedok South Avenue 1, Singapore
ContractUnknown2w ago
Computer VisionDeep LearningDockerFastAPIFlaskGenerative AI
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Responsibilities

  • Research, design, and develop computer vision and deep learning models for image and video understanding.
  • Work on Generative AI systems, including:
  • a. Large Language Models (LLMs)
  • b. Vision-Language Models (VLMs)
  • c. Multimodal and generative architectures.
  • Develop and own the full AI lifecycle:
  • a. Data preparation and experimentation
  • b. Model training and fine-tuning
  • c. Evaluation, optimization, and benchmarking
  • d. Deployment to local, edge, or cloud environments.
  • Collaborate with cross-functional teams and clearly communicate progress and results.

Requirements

  • Degree in Electronic/Computer Engineering/Computer Science/AI or related discipline
  • Strong foundation in Computer Vision and Deep Learning.
  • Hands-on experience with Generative AI, including LLMs, VLMs, or related multimodal models.
  • Experience in:
  • a. Model training and fine-tuning with real-world datasets
  • b. Deployment and inference optimization
  • Strong programming skills in Python, C++
  • Solid understanding of software engineering principles and application development.
  • Ability to work independently, manage projects end-to-end, and learn new technologies quickly.
  • 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.

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