Product ML Engineer
Core
Build and ship ML-powered product features for e-commerce businesses (SMB, Scaler, Enterprise) to enhance visual content and user experience.
Role type
Product ML Engineer (Applied Scientist with product focus)
Builds
Production ML features and models integrated into mobile apps, web platforms, and APIs
Domain
E-commerce, Computer Vision, Generative AI
Deliverable
production ML models | product features
Required skills
PyTorch, TensorFlow, JAX, model fine-tuning, vision/diffusion models, production code, rapid iteration, problem framing, build vs buy decision
Preferred skills
generative image models, diffusion models, third-party AI API evaluation, startup experience
Technologies
PyTorch, TensorFlow, JAX
Responsibilities
Embed within product teams to solve focused ML problems, own end-to-end ML projects from problem framing to production monitoring, decide between building custom models or integrating external APIs, write production code in product codebases, monitor performance and investigate failures, gather user feedback to drive iterations
Seniority
Mid-level, hands-on IC
