12 часов назад
Machine Learning Engineer Graduate (E-Commerce) - 2027 Start (PhD) (AI)
136 800 - 259 200$
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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer Graduate (E-Commerce) - 2027 Start (PhD) (AI): Architecting and developing LLM-based systems for e-commerce data and multimodal shopping experiences with an accent on semantic understanding, model fine-tuning, and production serving. Focus on building intent classification and entity extraction frameworks, applying RLHF/DPO and contextual prompt engineering, and optimizing models with quantization, distillation, FlashAttention, and vLLM.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $136,800–$259,200 annually, with potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok-related applications and focuses on U.S. data privacy, cybersecurity, trust and safety, and e-commerce experiences.
What you will do
- Architect and develop LLM-based systems for high-dimensional unstructured data, including text, logs, and conversations.
- Build 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
- Completing or recently completed a PhD in Computer Science, Engineering, Mathematics, Statistics, or a related discipline.
- Experience in machine learning, natural language processing, or computer vision.
- Proficiency in at least one of: C++, Python, Go, or Java.
- Ability to commit to an onboarding date by the end of 2027; availability and graduation date must be stated in the resume.
- On-site presence in San Jose, up to five days per week.
Nice to have
- Experience fine-tuning or distilling large language models, or applying reinforcement learning to 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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