Senior Staff / Staff Machine Learning Engineer
Core
Building GenAI agents, LLMs, and foundational models to solve complex eCommerce scenarios and enhance customer experience.
Role type
Senior Staff Machine Learning Engineer (GenAI/LLM/Foundation Models)
Builds
Large-scale foundational models, AI agents, and E2E AI pipelines for eCommerce.
Domain
eCommerce, Generative AI, Large Language Models, Knowledge Graphs
Deliverable
production ML models
Required skills
Large-scale foundational model development, LLM post-training and deployment, AI/LLM/AIGC/ML architecture design, statistical and mathematical modeling, E2E AI pipeline construction, data lake and normalization expertise, security and compliance awareness for model training
Preferred skills
Experience with semantic knowledge bases, AI agents, NLP, CV, multi-modal models, RL
Technologies
LLMs, AIGC, Knowledge Graphs, GenAI, NLP, CV, RL
Responsibilities
Work on GenAI agent systems for eCommerce; Develop LLM and vision understanding/generation models; Train foundational models; Define processes and experiments for E2E foundation models; Build E2E AI pipelines for model storage and servicing; Mentor team members on data methodologies; Ensure model training security and compliance; Collaborate cross-team to align models with company AI strategy
Seniority
Senior Staff, hands-on IC with mentorship
