Machine Learning Engineer
2 weeks ago
TikTok is a leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. We are committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.
Job Summary:We are seeking a highly skilled Machine Learning Engineer to join our Global Supply Chain and Logistics team. As a Machine Learning Engineer, you will be responsible for developing and deploying machine learning models to optimize the supply chain and logistics of international E-commerce business.
Key Responsibilities:- Develop and deploy machine learning models to optimize supply chain and logistics operations
- Participate in the process of optimizing business results using computer vision, natural language processing, sales prediction, time-series, geo-coding, etc.
- Keep track of cutting-edge technologies in the fields of computer vision, natural language processing, and multi-modal machine learning
- Make use of these technologies to optimize results in tasks such as fine-grained product style analysis, product similarity analysis, and product attribute recognition, etc.
- Have in-depth study in a certain field of natural language processing or computer vision
- Familiar with at least one framework of TensorFlow / PyTorch / MXNet and its training and deployment details
- Familiar with the latest research and technology in model compression acceleration
- Have strong practical ability, winners in Kaggle, COCO, ImageNet, NOI/IOI, and other competitions are preferred
TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs, or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at wenru.chen@tiktok.com
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