Advanced Machine Learning Engineer
2 days ago
As an Advanced Machine Learning Engineer at TikTok's Ads Core team, you will be responsible for developing and optimizing machine learning models to deliver exceptional ad experiences. Your mission will be to create automatic delivery products that revolutionize the way advertisers interact with our platform.
Your Key Responsibilities:
- Develop state-of-the-art ad technologies, including ranking, retrieval, targeting, bidding, auction, and more.
- Ongoing optimization of ads format and ranking strategies to ensure a better return on investment for advertisers.
- Evaluate and improve the efficiency of automatic delivery products to increase penetration rates and lifts compared to manual delivery.
- Establish a robust framework for multiple teams to iteratively develop related models in the delivery funnel.
- Achieve extreme iteration and optimization of advertising models to enhance TikTok's overall revenue and system efficiency.
- Provide a diagnosis platform to solve user and advertiser issues.
Why You'll Thrive Here:
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, we aim to inspire creativity and bring joy through innovative technology and talented individuals like you.
About the Role:
This role is open to highly motivated Machine Learning Engineers who can contribute to the development of cutting-edge ad technologies. You will have opportunities to collaborate with experienced professionals, work on challenging projects, and explore new areas of interest. If you're passionate about delivering exceptional ad experiences, this is the ideal opportunity to join our dynamic team.
Requirements:
- Bachelor's or Master's degree in Computer Science, Computer Engineering, or a related technical field.
- Solid programming skills in C/C++ and Python, familiarity with Linux development environment, and basic data structures and algorithms.
- Good analytical thinking capability, essential knowledge of statistics, and theoretical grounding in deep learning concepts.
- Familiarity with mainstream machine learning frameworks like TensorFlow, PyTorch, or MXNet.
- Experience with resource management and task scheduling with large-scale distributed software (e.g., Spark and TensorFlow).
Estimated Salary: $150,000 - $200,000 per year
TikTok offers competitive salaries and benefits packages to its employees. This salary range is based on industry standards, location, and job requirements. As an employee, you will have access to comprehensive health insurance, retirement plans, and other perks designed to support your well-being and growth.
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