Algorithm Engineer (Multimodal AI Direction)

7 Minutes ago • 3 Years + • Research Development

Job Summary

Job Description

Responsible for developing intelligent solutions based on multimodal large models, promoting the application of AI technology in game products. This includes designing and implementing multimodal AI Agent systems for automated analysis and interaction in game scenarios, optimizing and deploying multimodal large models for efficient production, researching visual algorithms like object detection and image segmentation, and exploring innovative applications of LLM and AIGC in gaming.
Must have:
  • Solid foundation in deep learning, familiar with Transformer architecture and its variants.
  • Practical application experience with multimodal models (e.g., CLIP, BLIP, LLaVA).
  • Proficient in object detection (YOLO, DETR, etc.) and image segmentation algorithms.
  • Proficient in Python, familiar with PyTorch/TensorFlow, with good engineering implementation skills.

Job Details

Job Description

Responsible for developing intelligent solutions based on multimodal large models, promoting the application of AI technology in game products.

1. Multimodal AI Agent Development: Design and implement intelligent Agent systems based on vision-language models to support automated analysis and interaction in game scenarios.

2. Model Optimization and Deployment: Fine-tune, quantize, and engineer optimize multimodal large models to ensure efficient operation in production environments.

3. Visual Algorithm Research and Development: Develop visual algorithm modules such as object detection, image segmentation, and OCR for game scenarios.

4. Technological Innovation: Track cutting-edge AI technologies and explore innovative applications of LLM, AIGC, and other technologies in the gaming field.

Job Requirements

  • Solid foundation in deep learning, familiar with Transformer architecture and its variants.
  • Practical application experience with multimodal models (e.g., CLIP, BLIP, LLaVA).
  • Proficient in object detection (YOLO, DETR, etc.) and image segmentation algorithms.
  • Proficient in Python, familiar with PyTorch/TensorFlow, with good engineering implementation skills.
  • 3+ years of relevant work experience.

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