1 день назад
Machine Learning Engineer, Search (AI)
136 800 - 359 720$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer, Search (AI) (Python/Java/C++): Building large-scale search and recommendation systems for TikTok video, ecommerce, local service, and AI search with an accent on query understanding, multimodal matching, personalization, and generative recommendation. Focus on designing end-to-end ranking pipelines, modeling behavioral data, integrating LLM-based recommendations, and solving supply-demand matching and business growth challenges.
Location: San Jose R&D; fully in-person schedule up to 5 days a week
Salary: $136,800–$359,720 annually, plus potential bonuses, incentives, and restricted stock units.
Company
operates TikTok apps and a U.S. data privacy and cybersecurity program focused on protecting national security and U.S. user data.
What you will do
- Improve search quality and user experience through query analysis, text relevance matching, video understanding, and multimodal matching.
- Design and implement end-to-end ranking systems covering recall, first-stage ranking, final-stage ranking, and mixed-row ranking.
- Model large-scale behavioral data to personalize user interests and recommendations.
- Solve supply-and-demand matching, business cold-start, and sustainable growth challenges.
- Integrate generative recommendation systems using LLMs and frameworks such as GenRec.
- Collaborate with product managers, data scientists, infrastructure engineers, and operations teams.
Requirements
- Bachelor’s or advanced degree in Computer Science, Machine Learning, or a related field.
- Proficiency with machine learning frameworks including TensorFlow or PyTorch.
- Proficiency in Python, Java, or C++ and a strong understanding of data structures and algorithms.
- At least 2 years of experience developing large-scale search or recommendation systems.
- Experience with search, recommendation, or advertising algorithms is preferred.
- Publication records in journals or conferences are preferred.
Nice to have
- Familiarity with generative recommendation frameworks and their use in large-scale systems.
- Experience with LLMs, VLMs, NLP, computer vision, and multimodal technologies.
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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