Senior Data Scientist for Advertising
2 days ago
TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to users worldwide. Our mission is to help imaginations thrive, and our global offices reflect this goal.
Job Summary
The Ads Targeting team at TikTok focuses on optimizing advertisement placement to help advertisers run their ads more effectively. As a Senior Software Engineer on this team, you will design and build large-scale foundations for data processing and serving for next-generation ads targeting products, applying machine learning models to scale budgets by understanding user interest and intention.
Key Responsibilities
• Work with product managers to define ads targeting product strategy and features based on data-driven methods and industry trends.
• Design, optimize, and implement ads targeting strategies; improve infrastructure design and machine-learning methods; maintain and troubleshoot offline and online ad targeting products.
• Extract, aggregate, and sync all pertinent data to generate audience insights and help advertisers discover demographics, locations, devices, and interests that make up remarketing lists.
Requirements
Minimum Qualifications:
• BS/MS degree in Computer Science or related engineering fields with 5+ years of software development experience.
• Strong coding skills, especially in Python/C++/Go/SQL, and solid foundation of knowledge in data structures and algorithms.
• Knowledge of and hands-on experience with big data processing and parallel computing frameworks, such as Hadoop and Spark.
• Business acumen and excellent problem-solving, project management, and analytical skills.
Preferred Qualifications
• Experience in building high-load distributed systems or data processing pipelines.
• Experience in building and troubleshooting machine learning workloads on distributed systems is a plus.
• Experience in developing modern ads ranking/retrieval/targeting systems and recommender systems.
Salary and Benefits
TikTok offers a competitive salary of $160,000 - $220,000 per year, depending on experience. We also provide a comprehensive benefits package, including medical, dental, and vision coverage, paid time off, and opportunities for professional growth and development.
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