Senior Machine Learning Engineer
3 weeks ago
TikTok is seeking a highly skilled Senior Machine Learning Engineer to join our Ads Core team. As a key member of this team, you will be responsible for developing and optimizing machine learning systems to improve ads ranking results. Your expertise in machine learning and deep learning concepts will be crucial in driving the success of our ad technologies.
Key Responsibilities
* Develop highly scalable machine learning systems to improve ads ranking results
* Explore and develop new features to improve model accuracy
* Collaborate with cross-functional teams to understand ads platform objectives and leverage modern machine learning techniques to improve ad quality and relevance
* Develop robust core systems and algorithms, including ads format selection, ads ranking, and model serving systems
Requirements
* BS/MS degree in Computer Science, Computer Engineering, or a related technical discipline with 7+ years industry experience and 3+ year model optimization experience
* Solid programming skills in C/C++ and Python, with familiarity with basic data structures and algorithms, and Linux development environment
* Good analytical thinking capability and essential knowledge and skills in statistics
* Good theoretical grounding in deep learning concepts and techniques
* Familiarity with architecture and implementation of mainstream machine learning programming frameworks, such as TensorFlow or PyTorch
Preferred Qualifications
* Good understanding of ads bidding and auction, ads quality control, and online advertising systems
* Experience in resource management and task scheduling with large-scale distributed software
TikTok is committed to creating an inclusive and diverse workplace where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe, and so does our workplace. We are passionate about inspiring creativity and bringing joy to our users, and we believe that our employees are the key to achieving this goal. If you are a motivated and talented individual who is passionate about machine learning and advertising, we encourage you to apply for this exciting opportunity.
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