AI Engineer

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UMILIFE (SINGAPORE) PTE. LTD.
Singapore
SGD 80,000 - 100,000
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Yesterday
Job description

Job Overview:

As an AIGC/ Gen AI Architect, you will be responsible for pushing the boundaries of image & video generation technology for online AI applications. You will design and implement advanced image & video generation models capable of generating target images with different styles (e.g., in news, gaming applications). Additionally, you will stay abreast of the latest research developments in the image & video generative-AI technology field to ensure our solutions remain industry-leading.

Responsibilities:

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

Requirements:

  • Bachelor's degree or above in Computer Science, Artificial Intelligence, Electronic Engineering, Data Science, or related fields.
  • A minimum of 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 (e.g., PyTorch, TensorFlow) with experience in building end-to-end online image/video generation applications (e.g., in chatbots/agents).
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