9 дней назад
Software Engineer, Machine Learning Infrastructure - USDS (AI)
136 800 - 359 720$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Software Engineer, Machine Learning Infrastructure - USDS (AI): Designing and developing global-scale machine learning infrastructure for feed, ads, and search ranking systems with an accent on model training and serving workflows, data pipelines, storage, and resource management. Focus on building distributed multi-tenant systems, improving infrastructure flexibility, and developing key components for large-scale machine learning platforms.
Location: San Jose, United States; fully in-person up to 5 days a week
Salary: $136,800–$359,720 annually, with potential bonuses, incentives, and restricted stock units.
Company
operates data privacy, cybersecurity, trust and safety, and content ecosystem programs for U.S. users of TikTok-operated apps.
What you will do
- Design and implement global-scale machine learning systems for feed, ads, and search ranking models.
- Improve the usability, flexibility, and reliability of machine learning infrastructure.
- Develop workflows for model training and serving, data pipelines, storage, and resource management.
- Build key components for multi-tenant machine learning systems and large-scale distributed platforms.
- Mentor interns and contribute to the development of next-generation AI infrastructure.
Requirements
- Bachelor’s or master’s degree in computer science, computer engineering, or a related field, or equivalent software engineering experience.
- Proficiency in at least one programming language such as Go or Python in a Linux environment.
- Practical experience developing machine learning systems and large-scale systems.
- Experience with distributed scheduling, orchestration, and storage frameworks such as Kubernetes, Yarn, Mesos, Celery, HDFS, Redis, or S3.
Nice to have
- Contributions to an open-source machine learning framework such as TensorFlow or PyTorch.
- Experience with Spark, Hadoop, or Flink, as well as resource management and task scheduling for large-scale distributed systems.
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.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Inclusive workplace focused on curiosity, humility, resilience, continuous learning, and impact.
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