Job
Machine Learning Engineer Graduate (E-Commerce Supply Chain & Logistics - CV/Multimodal)- 2024 Start (MS/Phd)
TikTok
•
Sep 24
💼 Graduate Job
San Jose
AI generated summary
- The ideal candidate should possess a Master's or PhD degree in relevant fields, strong software development skills, knowledge of TensorFlow/PyTorch, and demonstrated experience in e-commerce, multimodal/AIGC, and computer vision research with a focus on publications and conference participation. Good communication skills and a proactive attitude are also essential.
- The Machine Learning Engineer Graduate at Tiktok will explore and implement cutting-edge technologies like computer vision and multimodal machine learning in content commerce, leveraging AIGC technology to enhance various e-commerce aspects and optimizing and iterating CV/multimodal/AIGC-related models.
Description
- Join the E-commerce Global Supply Chain and Logistics team at TikTok! We're enhancing the shopping experience and reducing logistics operational costs. We are seeking brilliant and motivated graduate software engineers, who are eager to apply their knowledge in machine learning (ML), operations research (OR), data mining, and statistical inference to real-world challenges.
- We are looking for talented individuals to join our team in 2024. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with TikTok.
Requirements
- Master's or PhD degree in Computer Science, Engineering, Operations Research, or related fields.
- Graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline
- Understanding of TensorFlow/PyTorch or similar training frameworks. Familiarity with mixed precision training, distributed training, and TensorRT deployment.
- Preferred Qualifications:
- Demonstrated software engineering experience from previous internship, work experience, coding competitions, or publications
- Internship experience or research experience, especially in e-commerce, multimodal/AIGC, including image and video understanding, generation.
- Research in a specific area of computer vision/multimodality and publications at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, CIKM, ICLR, ICML, IJCAI, AAAI.
- Excellent communication skills, strong learning ability, proactive, and enthusiastic attitude.
Education requirements
Masters
PhD
Area of Responsibilities
Software Engineering
Responsibilities
- Explore and implement cutting-edge technologies like computer vision, AIGC, and multimodal machine learning in content commerce.
- Leverage AIGC technology to enhance various aspects of e-commerce, including merchandising, product image optimization, and intelligent design.
- Optimize and iterate CV/multimodal/AIGC-related models, focusing on image understanding, generation, and editing.
Details
Work type
Full time
Work mode
office
Location
San Jose