Tiktok - San Jose, CA

posted 3 days ago

Full-time - Senior
San Jose, CA
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services

About the position

As a Senior Machine Learning Engineer specializing in Natural Language Processing (NLP) and Large Language Models (LLM) at TikTok, you will play a pivotal role in developing innovative products that enhance user experience through advanced recommendation algorithms. TikTok is a leading platform for short-form mobile video, and our mission is to inspire creativity and bring joy to our users. The recommendation algorithm team is central to our operations, driving critical product decisions and contributing to the platform's growth. This dynamic team consists of machine learning researchers and engineers who are dedicated to supporting and innovating production recommendation models that have a significant impact on our products. In this role, you will be responsible for developing a critical natural language product for TikTok, focusing on the application of large language models to improve information retrieval, analysis, and copiloting functionalities. You will design end-to-end machine learning products with a strong product mindset, collaborating with engineers from diverse technical backgrounds to ensure the successful implementation of these products. Your work will not only involve technical expertise but also require strong communication and teamwork skills to effectively collaborate with cross-functional teams. At TikTok, we believe that every challenge is an opportunity for learning, innovation, and growth. We are committed to creating an inclusive environment where every team member is valued for their unique skills and perspectives. Join us in our mission to inspire creativity and bring joy to our global community.

Responsibilities

  • Develop a critical natural language product for TikTok.
  • Innovate Large language model applications to enhance information retrieval, analysis, and copiloting.
  • Design end-to-end machine learning products with a strong product mindset and cross-functional ability.
  • Work with engineers in diverse technical backgrounds.

Requirements

  • Bachelor degree in computer science or a related major, with 4 years of related work experience.
  • Experience with at least one programming language like C++/Python or equivalent.
  • Proficiency in information retrieval, natural language processing, and trend analysis.
  • Passion for adopting large language model techniques to application; relevant experience is preferred.
  • Strong product design and abstraction skills.
  • Excellent communication and teamwork abilities.

Benefits

  • 100% premium coverage for employee medical insurance
  • Approximately 75% premium coverage for dependents
  • Health Savings Account (HSA) with company match
  • Dental insurance
  • Vision insurance
  • Short/Long term Disability insurance
  • Basic Life, Voluntary Life and AD&D insurance plans
  • Flexible Spending Account (FSA) options
  • 10 paid holidays per year
  • 17 days of Paid Personal Time Off (PPTO)
  • 10 paid sick days per year
  • 12 weeks of paid Parental leave
  • 8 weeks of paid Supplemental Disability
  • Mental and emotional health benefits through EAP and Lyra
  • 401K company match
  • Gym reimbursement
  • Cellphone service reimbursement
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