Machine Learning Engineer Graduate (E-Commerce) - 2027 Start
Role Overview
Global E-commerce is a content-driven business powered by short-form video and livestreaming, focused on helping users discover affordable, high-quality products.
The team develops tailored shopping experiences while maintaining governance, risk control, merchant compliance, and platform integrity.
Graduate employees will pursue new ideas, tackle complex challenges, and develop professionally.
Key Skills for This Role
Full Job Posting
About the Team
Global E-commerce is a content-driven business powered by short-form video and livestreaming, focused on helping users discover affordable, high-quality products.
The team develops tailored shopping experiences while maintaining governance, risk control, merchant compliance, and platform integrity.
Graduate employees will pursue new ideas, tackle complex challenges, and develop professionally.
Graduate Timing
- Successful candidates must commit to an onboarding date by the end of the year and should state availability and graduation date clearly in their resume.
- Candidates may apply to a maximum of two positions and applications are reviewed on a rolling basis.
Responsibilities
- Architect and develop LLM-based systems for high-dimensional unstructured data such as text, logs, and conversations.
- Define semantic understanding frameworks for fine-grained intent classification and entity extraction.
- Use instruction tuning, RLHF/DPO, and contextual prompt engineering to improve model performance.
- Optimize production model serving with quantization, distillation, and efficient attention mechanisms such as FlashAttention and vLLM.
Minimum Qualifications
- Completing or recently completed a Bachelor's or Master's degree in Computer Science, Engineering, Math, Statistics, or a related discipline.
- Experience in one or more of Machine Learning, Natural Language Processing, or Computer Vision.
- Software development proficiency in at least one of C++, Python, Go, or Java.
Preferred Qualifications
- Experience in fine-tuning, distillation, or reinforcement learning for large language models in conversational AI applications.
- Proficiency in multilingual NLP, machine translation, and cross-lingual dialogue modeling.
- Experience developing and optimizing e-commerce video and product multimodal large models.
- Understanding of e-commerce policies, dispute resolution workflows, and merchant-buyer interactions.
Job Information
- The base salary range for this position in the selected city is $100,320 to $177,840 annually.
- Compensation may vary based on qualifications, skills, competencies, experience, and location, and may include discretionary bonuses or restricted stock units.
Benefits
- Benefits may include medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, disability coverage, life insurance, wellbeing benefits, paid holidays, sick days, and paid personal time.
Workplace
- On-site presence across teams supports speed, alignment, and integrated execution.
- The company is shifting from a hybrid work model to a fully in-person schedule of up to five days per week.
About USDS
TikTok USDS Joint Venture focuses on safety, security, data privacy, cybersecurity, trust and safety policies, and protection of U.S. user data and content ecosystems.
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