24 часа назад
Machine Learning Engineer Graduate (E-Commerce)
122 574 - 187 200$
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Описание вакансии
Текст:
TL;DR
Machine Learning Engineer Graduate (E-Commerce) (LLM/NLP): Building LLM-based systems for e-commerce data and multimodal shopping experiences with an accent on semantic understanding, model fine-tuning, and production serving optimization. Focus on intent classification, entity extraction, RLHF/DPO, quantization, distillation, and efficient attention mechanisms.
Location: San Jose, United States; fully in-person schedule up to 5 days a week
Salary: $122,574–$187,200 annually
Company
operates TikTok apps and services with a focus on U.S. data privacy, cybersecurity, trust and safety, and content moderation.
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 using quantization, distillation, FlashAttention, and vLLM.
- Develop AI capabilities for e-commerce video, products, multimodal classification, video question answering, and cross-modal retrieval.
Requirements
- Completing or recently completed a Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, Statistics, or a related field.
- Experience in machine learning, natural language processing, or computer vision.
- Software development proficiency in at least one of: C++, Python, Go, or Java.
- Ability to commit to an onboarding date by the end of 2027.
- Resume must clearly state availability and graduation date.
Nice to have
- Experience fine-tuning, distilling, or applying reinforcement learning to large language models for conversational AI.
- Experience with multilingual NLP, machine translation, and cross-lingual dialogue modeling.
- Experience developing e-commerce video and product multimodal large models.
- Understanding of e-commerce policies, dispute resolution, 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, and life insurance.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace focused on curiosity, humility, resilience, continuous learning, and innovation.
Hiring process
- Applications are reviewed on a rolling basis.
- Candidates may apply to a maximum of two positions across the company and its affiliates.
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