14 часов назад
Senior Machine Learning Engineer (Recommendations)
187 040 - 359 720$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
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
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.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
1 день назад
Machine Learning Engineer Graduate (Recommendations and Search)
100 320 - 177 840$
21 час назад
Machine Learning Engineer (TikTok Risk & Integrity - USDS)
136 800 - 359 720$
21 час назад
Machine Learning Engineer Graduate (Tech and Product, USDS) - 2027 Start (Recommendation Systems)
122 574 - 187 200$
Reddit
5 дней назад
Senior Machine Learning Infrastructure Engineer (AI)
190 800 - 267 100$
1 день назад
Senior Machine Learning Engineer (Shop Ads)
177 688 - 416 100$
15 часов назад
Machine Learning Engineer Graduate (E-Commerce) - 2027 Start (PhD) (AI)
129 960 - 246 240$