Machine Learning Engineer Intern
4 weeks ago
About the Role
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. As a Machine Learning Engineer Intern, you will be part of our pioneering Machine Learning team, committed to spearheading innovation in leveraging cutting-edge technologies in foundation models to enhance TikTok's experience.
Responsibilities
- Understand and optimize TikTok's industry-leading recommendation system
- Deploy, prompt, and fine-tune cutting-edge foundation models
- Apply foundation models to enhance TikTok's recommendation system and product offerings, improving the experience of billion-scale consumers and creators
- Collaborate with cross-functional teams, including product managers, data scientists, and product engineers, to form and solve problems, refine machine learning algorithms, and communicate results
- Regularly run A/B tests, perform analyses, and iterate algorithms based on results
- Work with infrastructure teams on improving the efficiency and stability of machine learning systems
Requirements
- Currently pursuing PHD degree
- Graduating December 2024 onwards with the intent to return to degree program after the completion of the internship
- Able to commit to working for 12 weeks during Summer 2024
- Hands-on experience in one or more of the following areas: Machine Learning, Deep Learning, Recommender Systems, Data Mining, Natural Language Processing, or Computer Vision
- Strong programming skills in Python and/or C/C++, and a deep understanding of data structures and algorithms
- Familiar with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/PyTorch/MXNet)
- Excellent communication and teamwork skills, and a passion for learning new techniques and tackling challenging problems
About TikTok
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.
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