12 дней назад
Senior Software Engineer, Ads Core & Commerce Ads - USDS (Machine Learning)
177 688 - 416 100$
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Описание вакансии
Текст:
TL;DR
Senior Software Engineer, Ads Core & Commerce Ads - USDS (Machine Learning): Building highly scalable machine learning systems and models for TikTok Shop Ads with an accent on ad ranking, click-through and conversion prediction, intelligent format selection, and user journey optimization. Focus on experimenting with new features, improving ads relevance and quality, and developing high-throughput, low-latency advertising infrastructure.
Location: Los Angeles R&D; fully in-person schedule up to 5 days a week
Salary: $177,688–$416,100 annually, plus potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok-related apps and focuses on protecting U.S. user data, national security, privacy, cybersecurity, and the U.S. content ecosystem.
What you will do
- Build scalable machine learning systems and advanced models for TikTok Shop Ads.
- Improve ad ranking quality and optimize advertiser marketing strategies through click-through rate and conversion rate prediction.
- Develop intelligent format selection and user journey optimization solutions.
- Explore and experiment with new features to improve model accuracy.
- Improve ads relevance, quality, and delivery using modern machine learning methods.
- Collaborate with Product Managers, Designers, and other disciplines on next-generation shopping experiences.
Requirements
- Bachelor’s degree or higher in computer science or a related technical discipline.
- 3+ years of hands-on experience with big data processing and storage frameworks such as Hadoop, Flink, Spark, Kafka, Hive, HBase, Redis, or RocksDB.
- Strong foundations in coding, algorithms, data structures, software design, and problem-solving.
- Clear critical thinking, concise solution formulation, effective communication, ownership, and drive.
- Ability to work fully in person in Los Angeles, with on-site presence up to 5 days per week.
Nice to have
- Experience in the ads domain.
- Strong programming expertise in C++ or Go, including debugging and performance optimization.
- Experience with large-scale advertising infrastructure or other high-throughput, low-latency systems.
- Strong business and data intuition, project execution, abstraction, and innovation skills.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 401(k) savings plan with company match, paid parental leave, disability coverage, and life insurance.
- Wellbeing benefits, 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace focused on diverse perspectives, curiosity, humility, resilience, and continuous learning.
- Reasonable accommodations are available during recruitment for eligible candidates.
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