Machine Learning Engineer Graduate

1 week ago


Seattle, Washington, United States TikTok Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer Graduate to join our team at TikTok. As a key member of our e-commerce alliance team, you will play a crucial role in designing and implementing cutting-edge machine learning algorithms to enhance our recommendation systems.

Key Responsibilities
  • Design and Implement Machine Learning Algorithms: Develop and deploy machine learning models to improve our recommendation systems, ensuring they are scalable, efficient, and effective.
  • Analyze E-commerce Data: Apply machine learning, natural language processing, and computer vision techniques to analyze e-commerce data and interactions, providing valuable insights to inform strategic decisions.
  • Deploy and Maintain Recommendation Models: Deploy and maintain scalable recommendation models for real-time query handling and product suggestions, ensuring seamless user experiences.
  • Stay Up-to-Date with Industry Developments: Stay current with the latest machine learning advancements, incorporating them into your work to drive innovation and improvement.
Requirements
  • Master's Degree in Computer Science or Related Field: Possess a strong foundation in computer science, engineering, or a related field, with a focus on machine learning and data analysis.
  • Excellent Problem-Solving Skills: Demonstrate exceptional problem-solving abilities, with a strong understanding of data structures and algorithms.
  • Deep Understanding of Machine Learning: Possess a thorough understanding of machine learning concepts, including statistics, scaling distributed computing, and big data engineering.
Preferred Qualifications
  • Software Engineering Experience: Showcase demonstrated software engineering experience through previous internships, work experience, coding competitions, or publications.
  • Research Experience: Highlight research experience, especially in e-commerce, recommendation, or search engine, demonstrating a strong understanding of machine learning applications.
  • Publications and Presentations: Showcase publications at conferences such as KDD, NeurIPS, WWW, SIGIR, WSDM, ICLR, ICML, IJCAI, AAAI, demonstrating expertise in machine learning and data analysis.
About TikTok

TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to users worldwide. Our mission is to create an inclusive space where employees are valued for their skills, experiences, and unique perspectives. We are committed to celebrating our diverse voices and creating an environment that reflects the many communities we reach.



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