Machine Learning Engineer for Large-Scale Advertising Systems

2 days ago


Seattle, Washington, United States Tik Tok Full time
About the Role
We are looking for a skilled Machine Learning Engineer to join our App Ads and Gaming team. As a key contributor, you will work on developing novel machine learning solutions for ranking, building scalable foundations, and launching various products that maximize the efficiency of deep funnel app ads delivery. This role offers opportunities for growth and innovation, with the potential to directly impact our billion-dollar business.

Key Responsibilities
- Develop large-scale App Ads delivery systems and improve their accuracy
- Explore multi-stage ranking models, conduct data analysis, and develop feature engineering
- Participate in the innovations of core App Ads systems using machine learning models, ranking algorithms, etc.
- Partner with product managers, data scientists, and product strategy & operation teams to launch new App Ads products and features

Requirements
- BS/MS degree in Computer Science, Computer Engineering, or relevant majors
- 5+ years of hands-on experience applying machine learning methods for ranking
- 5+ years of software development experience and strong coding skills, especially in Python/C++. Experience with TensorFlow/PyTorch/MXNet is essential
- Hands-on experience with industry-level recommender systems
- Proficient in online experimentation methods and analytics
- Essential knowledge and skills in statistics
- Curiosity toward new technologies and entrepreneurship

Salary and Benefits
This role comes with a competitive salary range of $250,000 - $350,000 per annum, based on location and experience. Additionally, we offer a comprehensive benefits package, including health insurance, retirement plans, and paid time off.

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