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14 часов назад

Senior Machine Learning Engineer (Recommendations)

187 040 - 359 720$
Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Senior Machine Learning Engineer (Recommendations): Building large-scale machine learning algorithms and recommendation systems for TikTok's e-commerce platform with an accent on real-time creator-interest modeling, product retrieval and ranking, and merchant monetization. Focus on designing deep learning strategies, mining large-scale commodity relationships, and improving conversion efficiency and GMV for millions of merchants.

Location: San Jose, United States; fully in-person schedule of up to 5 days a week

Salary: $187,040–$359,720 annually, plus 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, trust and safety, and e-commerce.

What you will do

  • Build and design large-scale machine learning algorithms to model creators' real-time interests and improve conversion efficiency.
  • Optimize commodity relationship mining, product recommendation recall, and ranking for creators.
  • Analyze creator and merchant behavior using large-scale data.
  • Develop targeted algorithm strategies to improve merchant monetization efficiency and support business growth.
  • Improve the shopping experience for TikTok users and support millions of merchants.

Requirements

  • Bachelor's degree or higher in Computer Science or a related field.
  • Strong programming and problem-solving abilities.
  • Knowledge of applied machine learning algorithms, including collaborative filtering, matrix factorization, factorization machines, gradient boosting, deep neural networks, and learning-to-rank methods.
  • Experience with deep learning tools such as TensorFlow or PyTorch.
  • Programming experience in Python, C++, or an equivalent language.

Nice to have

  • Experience with recommendation systems, search engines, online advertising, information retrieval, natural language processing, machine learning, or large-scale data mining.
  • Publications in relevant machine learning and information retrieval conferences or journals.
  • Participation in data mining or machine learning competitions such as Kaggle or KDD Cup.

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.
  • Work in an in-person environment focused on speed, alignment, collaboration, curiosity, and continuous iteration.

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