13 дней назад
Senior Software Engineer (Machine Learning)
177 688 - 341 734$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Software Engineer (Machine Learning/Ads): 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 ad relevance and quality, and designing high-throughput, low-latency advertising infrastructure.
Location: Seattle, United States; fully in-person schedule up to 5 days a week
Salary: $177,688–$341,734 annually, with potential discretionary bonuses, incentives, and restricted stock units.
Company
Joint Venture operates TikTok apps with a focus on U.S. user data protection, cybersecurity, trust and safety, and the content ecosystem.
What you will do
- Build scalable machine learning systems and 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.
- Use machine learning to improve ad relevance, quality, and delivery volume.
- Collaborate with Product Managers, Designers, and other disciplines on next-generation shopping experiences.
Requirements
- Bachelor’s degree or above 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 computer science fundamentals, including coding, algorithms, data structures, software design, and problem-solving.
- Clear critical thinking, effective communication, ownership, and initiative.
- Ability to work on-site in Seattle, with in-person attendance up to 5 days per week.
Nice to have
- Experience in the advertising domain.
- Strong programming expertise in C++ or Go, including debugging and performance optimization.
- Experience with large-scale advertising infrastructure or high-throughput, low-latency systems.
- 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 with reasonable accommodations available during recruitment.
- In-person collaboration focused on speed, alignment, team development, and integrated execution.
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