13 дней назад
Software Engineer, Ads ML Infrastructure - USDS (AI)
129 960 - 341 734$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Engineer, Ads ML Infrastructure - USDS (AI) (Ads machine learning infrastructure): Building and operating efficient, scalable infrastructure for large-scale advertising machine learning model training and serving with an accent on ranking systems, big data, and ML hardware acceleration. Focus on optimizing ML frameworks, processing petabyte-scale data, and designing reliable systems for high-volume advertising workloads.
Location: Los Angeles R&D; fully in-person schedule up to 5 days a week
Salary: $129,960–$341,734 annually, with potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok apps with a focus on U.S. user data protection, privacy, cybersecurity, and trust and safety.
What you will do
- Build, optimize, and operate machine learning frameworks for large-scale Ads model training and serving.
- Develop efficient, scalable, and stable infrastructure for advertising machine learning, ranking, and big data systems.
- Drive key technical projects and engineering innovation initiatives.
- Collaborate with internal teams, external stakeholders, and cross-functional organizations.
Requirements
- Bachelor’s degree or higher in computer science or a related technical discipline.
- 3+ years of hands-on experience building and training complex, scalable machine learning systems.
- Knowledge of mainstream machine learning frameworks such as TensorFlow and PyTorch.
- Understanding of high-performance computing, applied ML models including MLP, Transformer, and MoE, and hardware acceleration technologies such as GPU and RDMA.
- Strong foundations in coding, algorithms, data structures, software design, and problem-solving.
- Project management experience, effective communication skills, ownership, and initiative.
Nice to have
- Experience in the advertising domain.
- Experience building large-scale ranking and machine learning infrastructure.
- Experience processing petabyte-scale data.
Culture & Benefits
- Medical, dental, and vision insurance from day one.
- 401(k) savings plan with company match.
- Paid parental leave, disability coverage, life insurance, and wellbeing benefits.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace with reasonable accommodations available during recruitment.
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