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13 часов назад

Senior Machine Learning Engineer, E-Commerce (LLM)

177 688 - 341 734$
Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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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

hirify.global 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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