ml engineer Agents

ОписаниеpeBay is a global ecommerce platform connecting buyers and sellers in more than 190 markets. Its Search Recommendations team delivers large-scale, near-real-time personalized recommendations across web and native app platforms, including agentic workflows, deep learning retrieval systems, machine-learned ranking models, and advanced MLOps. /pbrZorg ervoor dat u solliciteert met alle gevraagde informatie, zoals uiteengezet in het functieoverzicht hieronder.brЗадачиpDesign and architect robust, multi-step multi-agent systems across customer-facing eBay surfaces; Build and evaluate architectures where multiple agents coordinate, delegate, and communicate to solve complex user intents; Investigate and implement techniques for agent interaction patterns, including structured communication protocols, reflection loops, evaluator-generator frameworks, and tool-augmented reasoning; Address latency optimization, cost management, safety and guardrails, and cascading failures in multi-agent production systems; Use large-scale unstructured and multimodal inventory datasets to improve core marketplace metrics through A/B testing of autonomous user experiences; Collaborate with applied researchers and engineers specializing in NLP, large language models, AI, agentic workflows, recommender systems, and ML production engineering. /pТребованияpMS/PhD in Computer Science or a related area; 5+ Years of relevant work experience in Machine Learning, AI, or ML Engineering; Experience researching, building, or studying systems where multiple agents interact, exchange information, critique reasoning, and coordinate decisions over time, such as ReAct, tool-calling loops, and planning systems; Extensive development experience in an ML/AI technology environment; Experience with Python and PyTorch; Experience using cloud services, big data pipelines, and databases in an industrial setting; Experience in Natural Language Processing (NLP) and industrial recommender systems; Nice to have: No preferred qualifications specified. xgiwjmb /pУсловияpAmsterdam, North Holland, Netherlands. /pbr