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13 дней назад

Software Engineer, Ads ML Infrastructure - USDS (AI)

129 960 - 341 734$
Формат работы
onsite
Тип работы
fulltime
Грейд
middle
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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

hirify.global 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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