Staff Machine Learning Engineer, Ads Creative Effectiveness
Core
Architect and implement state-of-the-art GenAI pipelines for ad creative generation, editing, and safety filtering to maximize ad performance.
Role type
Staff Machine Learning Engineer (Generative AI for Ads)
Builds
Best-in-class image, video, and copy generators; performance-guided generation systems; brand-safe editing pipelines.
Domain
Advertising / Generative AI / Computer Vision / LLMs
Deliverable
production ML models
Required skills
LLM/VLM fine-tuning, RLHF/RLPF, Generative AI workflows (IP-Adapters, LoRAs), Image/Video editing (inpainting, outpainting, style transfer), Uplift metrics & experimentation, Auction dynamics
Preferred skills
Brand-safety frameworks, Privacy regulations, Copyright frameworks
Technologies
LLMs, VLMs, Tree models, Neural nets, RLHF, IP-Adapters, LoRAs
Responsibilities
Architect state-of-the-art pipelines for ad creative generation; Build editing capabilities for smart-crop, inpaint, outpaint, resize, and style-transfer; Adapt large vision-language models using ad performance metrics; Engineer robust filtering and safety systems; Collaborate with Product, Sales, Policy, UX, and Ads ML teams.
Seniority
Staff, hands-on IC
