AI Marketplace Product Manager vs AI Model Compression Engineer

A AI Marketplace Product Manager Only

• Platform marketplace strategy and two-sided network economics
• AI model evaluation: benchmark design, human preference scoring, automated eval pipelines
• LLM and foundation model literacy: transformers, fine-tuning methods, inference optimization
• Developer experience (DX) design for API-first and model-first products
• Token economics and compute cost modeling (GPU-hour pricing, per-token billing)
• Data-driven prioritization using experimentation frameworks and marketplace health metrics
• AI trust and safety: content moderation pipelines, red-teaming, bias auditing
• Technical writing and model documentation standards (Model Cards, datasheets)