Ecommerce Machine Learning Engineer
3 weeks ago
We are seeking a highly skilled Ecommerce Machine Learning Engineer to join our team at TikTok. This is a challenging and rewarding role that requires expertise in machine learning, natural language processing, and software engineering.
Responsibilities:- Design and develop intent classifiers using taxonomy, labeled data, and machine learning models.
- Build prediction models by mapping user shopping journeys to chatbot actions.
- Develop generation models by understanding business requests, exploring instructions, and fine-tuning large language models.
- Work closely with product and operation teams to quantify the impact of chatbots and bridge business improvement actions to model optimization actions.
- Bachelor's degree or above in computer science or related field.
- Solid coding skills in Python, Go, or C++.
- 5+ years of experience in data structures/algorithms, machine learning/deep learning theory, and practical experience.
- Familiarity with 1-2 areas in natural language processing, computer vision, multimodal, graph algorithms, search algorithms, text/data mining, and LLM.
- Excellent analytical and problem-solving skills.
- Good team spirit and strong communication skills.
TikTok offers a competitive salary of $180,000 - $220,000 per year, depending on experience. We also offer a comprehensive benefits package, including health insurance, retirement plan, and paid time off. Our team is passionate about creating an inclusive work environment where employees are valued for their skills, experiences, and unique perspectives.
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