Related skills
llm rlhf vlm diffusion transformer📋 Description
- Architect generative pipelines for ad creative; preserve brand assets with IP-Adapters and LoRAs.
- End-to-end image & video editing: smart-crop, inpaint/outpaint, resize with brand guidelines.
- LLM/VLM fine-tuning and RAG; optimize ad aesthetics with CTR/CVR feedback via RLHF/RLPF.
- Production-grade serving: low-latency inference for diffusion and transformer models.
- Safety & compliance layer: robust filtering to prevent non-compliant or copyrighted content.
- Partner broadly: work with Product, Sales, Policy, UX, and Ads ML teams to embed ACE into the Ad Manager UI and delivery path.
🎯 Requirements
- Deep ML expertise: tree models, neural nets, ranking; LLM/VLM fine-tuning and RLHF/RLPF.
- Quant & experimentation chops: uplift metrics, variance, MDEs, A/B test setups for generative systems.
- Ads/Marketplace insight: understanding auction dynamics to drive revenue and retention.
- Startup mindset: bias to action, comfort with ambiguity, scrappiness.
- Communication superpowers: distill ML trade-offs for executives, PMs, and non-technical stakeholders.
- Prior work on ad creative tooling: headline generators, image generators, and editing flows.
🎁 Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
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