13 часов назад
Senior Machine Learning Engineer, E-Commerce (LLM)
177 688 - 341 734$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer, E-Commerce (LLM): Architecting and developing LLM-based systems for semantic understanding of high-dimensional unstructured data in global e-commerce with an accent on intent classification, entity extraction, and multimodal product and video intelligence. Focus on instruction tuning, RLHF/DPO, contextual prompt engineering, and optimizing production model serving with quantization, distillation, FlashAttention, and vLLM.
Location: Seattle, United States; fully in-person schedule up to 5 days a week
Salary: $177,688–$341,734 annually, with potential additional discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok apps with a focus on U.S. user data protection, cybersecurity, trust and safety, and a global e-commerce ecosystem.
What you will do
- Architect and develop LLM-based systems for processing text, logs, conversations, and other unstructured data.
- 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 multimodal AI capabilities combining language models with video and product representations for e-commerce use cases.
Requirements
- MS or PhD in Computer Science, AI, Mathematics, or a related field.
- 5+ years of professional experience in machine learning, NLP, or computer vision.
- Software development proficiency in at least one of C++, Python, Go, or Java.
- Experience with fine-tuning, distillation, or reinforcement learning for large language models is preferred.
- Experience with multilingual NLP, machine translation, or cross-lingual dialogue modeling is preferred.
Nice to have
- Experience optimizing multimodal large models for e-commerce video and product applications.
- Knowledge of e-commerce policies, dispute resolution workflows, and merchant-buyer interactions.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 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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