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Machine Learning Engineer, App Ads and Gaming Specialist
2 months ago
We are seeking a highly skilled Machine Learning Engineer to join our App Ads and Gaming team. As a key member of our team, you will be responsible for developing novel machine learning solutions for ranking, building scalable foundations, and launching various products that maximize the efficiency of deep funnel app ads delivery.
Key Responsibilities- Develop and improve large-scale App Ads delivery systems using machine learning methods.
- Explore and implement multi-stage ranking models, conduct data analysis, and develop feature engineering.
- Participate in the innovation of core App Ads systems using machine learning models, ranking algorithms, and other technologies.
- Collaborate with product managers, data scientists, and product strategy & operation teams to launch new App Ads products and features.
- BS/MS degree in Computer Science, Computer Engineering, or other relevant majors.
- 1-3 years of hands-on experience with applying machine learning methods for ranking.
- 1-3 years of software development experience and strong coding skills, especially in Python/C++. Experience with Tensorflow/PyTorch/MXNet is a plus.
- Experience with recommender system projects.
- Familiarity with online experimentation methods and analytics. Essential knowledge and skills in statistics.
- Curiosity toward new technologies and entrepreneurship.
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.
