Senior AI Image Generation Architect

2 weeks ago


Singapore MARINE ONLINE (SINGAPORE) PTE. LTD. Full time
AIGC/Gen AI Architect Role

At Marine Online (Singapore) Pte. Ltd., we are seeking an exceptional AIGC/Gen AI Architect to join our team. As a key member, you will be responsible for pushing the boundaries of image and video generation technology for our online AI applications.

You will design and implement advanced image and video generation models capable of generating target images with different styles, such as those used in news and gaming applications. Additionally, you will stay abreast of the latest research developments in the image and video generative-AI technology field to ensure our solutions remain industry-leading.

In this role, you will also be responsible for designing and implementing image and video generation models to support content generation tasks in AI applications. Key domains of focus include text-to-image generation, image-to-image generation, text-to-video generation, and image-to-video generation.

Responsibilities:

  • Investigate and apply the latest image/video generation models for various AI applications.
  • Design and develop text-to-image, image-to-image, and text-to-video generation methods based on application objectives.
  • Fine-tune image and video generation models based on different targets, such as generating images/video in different styles.
  • Develop and train other relevant models, such as LoRA and ControlNet, to optimize generative content quality.
  • Model inference and speed optimization to achieve online application latency requirements.
  • Ability to identify reasons for generated image/video quality issues and find possible solutions.

Requirements:

  • Bachelor's degree or above in Computer Science, Artificial Intelligence, Electronic Engineering, Data Science, or related fields.
  • A minimum of 2-5 years of hands-on experience with the latest image or video generation models, such as SDXL, SD 3 Medium, Stable Video Diffusion, etc.
  • Proficiency in deep learning frameworks, such as PyTorch and TensorFlow, with experience in building end-to-end online image/video generation applications.


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