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What you'll do:
- Architect and implement state-of-the-art pipelines for ad creative generation, preserving product, font, logo, and brand assets.
- Build end-to-end image and video editing capabilities including smart-crop, inpaint, outpaint, resize, and style-transfer.
- Fine-tune large vision-language models and build feedback loops using ad performance metrics (CTR, CVR) via RLHF/RLPF.
What we're looking for:
- Deep ML expertise with tree models, neural nets, ranking, and LLM/VLM fine-tuning.
- Comfort with uplift metrics, variance, and experimentation for generative systems.
- Prior work on ad creative tooling and communication superpowers for cross-functional partners.
Benefits:
- Comprehensive healthcare benefits and income replacement programs.
- 401k with employer match and global benefit programs.
- Flexible vacation, paid volunteer time off, and generous paid parental leave.
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