Visual Model Transformer

2 weeks ago

Singapore beBeeDiffusion Full time $80,000 - $120,000

In this role, you will transform cutting-edge visual models into practical real-world applications. We are building AI systems for a global audience, and this position is part of our international team with remote work arrangements.

Job Description

As a member of our team, you will fine-tune state-of-the-art models, design evaluation frameworks, and bring AI features into production. Your work ensures that our models are not only intelligent but also safe, trustworthy, and impactful at scale.

Responsibilities
  • Fine-tune and adapt diffusion models using LoRA, DreamBooth, and other parameter-efficient methods.
  • Curate datasets by building, cleaning, and annotating large-scale image datasets with captioning, tagging, and NSFW filtering for safe and aligned generation.
  • Evaluate and align generated outputs across fidelity, diversity, style adherence, and safety.
  • Optimize performance by applying GPU memory optimization, latent diffusion tricks, and distributed training for efficient scaling.
  • Deploy and monitor diffusion-powered features in production with monitoring for drift, latency, and quality.
  • Collaborate with product and design to integrate generative vision capabilities into user experiences.
Required Skills and Qualifications
  • Strong experience with diffusion models and generative vision.
  • Hands-on skills with DreamBooth, LoRA/QLoRA, and fine-tuning methods.
  • Proficiency with PyTorch.
  • Experience in dataset preparation (captioning, tagging, filtering, augmentation).
  • Knowledge of GPU optimization, latent diffusion, and efficient training techniques.
  • Strong foundations in software engineering, algorithms, and clean code practices.
Benefits
  • This role is a global opportunity with remote work arrangement.

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