1 день назад
Machine Learning Engineer, E-Commerce - USDS (LLM)
122 574 - 259 200$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer, E-Commerce - USDS (LLM): Architecting and developing LLM-based systems for e-commerce content, product, and conversational data with an accent on semantic understanding, fine-grained intent classification, and entity extraction. Focus on instruction tuning, RLHF/DPO, multimodal model development, and production optimization with quantization, distillation, FlashAttention, and vLLM.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $122,574–$259,200 annually, plus potential bonuses, incentives, and restricted stock units
Company
operates a data privacy and cybersecurity program focused on protecting U.S. user data, applications, algorithms, and the content ecosystem.
What you will do
- Architect and develop LLM-based systems processing high-dimensional unstructured data from text, logs, conversations, and other sources.
- Design semantic understanding frameworks for fine-grained intent classification and entity extraction.
- Improve model performance through instruction tuning, RLHF/DPO, and contextual prompt engineering.
- Optimize production model serving with quantization, distillation, FlashAttention, and vLLM.
- Develop e-commerce video and product multimodal models for classification, video question answering, and cross-modal retrieval.
Requirements
- MS or PhD in Computer Science, AI, Mathematics, or a related field.
- At least 1 year of professional experience in machine learning, natural language processing, or computer vision.
- Proficiency in at least one of C++, Python, Go, or Java.
- Ability to work onsite in San Jose up to 5 days per week.
Nice to have
- Experience fine-tuning, distilling, or applying reinforcement learning to large language models for conversational AI.
- Experience with multilingual NLP, machine translation, or cross-lingual dialogue modeling.
- Understanding of e-commerce policies, dispute resolution workflows, and merchant-buyer interactions.
Culture & Benefits
- Medical, dental, and vision insurance from the first day.
- 401(k) savings plan with company match.
- Paid parental leave, disability coverage, life insurance, and wellbeing benefits.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace with reasonable accommodations available during recruitment.
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