Software Engineer, Ads Targeting

DescriptionTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo. Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible. Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day. To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve. Join us.The Ads Targeting's goal is to help advertisers reach their desired audience and optimize advertisement performance. As a member of the Ads Targeting, Ads Core team, you will apply machine learning models to scale budgets by understanding user interest and intention, and build large-scale foundations for data processing and serving for next-generation ad targeting products. This team is working on a variety of products such as custom audience, interest, behavior, lookalike, auto targeting etc., as well as new innovative features.The Ads Targeting team's goal is to optimize advertisement placement and help advertisers run their ads more effectively. As a Software Engineer on the Ads Targeting team, you will design and build large-scale foundations for data processing and serving for next-generation ads targeting products, and applied machine learning models to scale budgets by understanding user interest and intention. This team is working on a variety of products such as custom audience, lookalike, interest, behavior, etc., as well as new innovative features.What You'll Do• Work with product managers to define ad targeting product strategy and features based on data-driven methods and industry trends.• Design, optimize, and implement ad targeting strategies; improve infrastructure design and machine-learning methods; maintain and troubleshoot offline and online ads targeting products.• Extract, aggregate, and sync all pertinent data to generate audience insights and help advertisers discover the demographics, locations, devices, and interests that make up their remarketing lists.QualificationsMinimum Qualifications:• BS/MS degree in Computer Science or related engineering fields with 3+ 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.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. We are passionate about this and hope you are too.TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at tt.accommodations@tiktok.comRegularExperienced