Tiktok - San Jose, CA

posted 11 days ago

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

About the position

The E-commerce Recommendation Team at TikTok is focused on developing and scaling recommendation systems to enhance the shopping experience for users. This role is ideal for recent graduates looking to kickstart their careers in machine learning and e-commerce, with opportunities to work on innovative projects that drive user engagement and satisfaction.

Responsibilities

  • Conduct cutting-edge research in machine learning algorithms, including retrieval and recommendation algorithms.
  • Build large-scale e-commerce recommendation algorithms and systems, such as commodity recommendations and live stream recommendations.
  • Develop long and short term user interest models and analyze large datasets to design algorithms that efficiently explore users' latent interests.
  • Apply machine learning algorithms to improve various business scenarios, including search ranking and video understanding.

Requirements

  • Current or recent graduates with a background in Computer Science or a related technical field.
  • Experience in applied machine learning, familiar with algorithms such as Collaborative Filtering and Deep Neural Networks.
  • Proficiency in Deep Learning Tools such as TensorFlow or PyTorch.
  • Experience with programming languages like C++ or Python.
  • Must obtain and maintain work authorization in the country of employment.

Nice-to-haves

  • Familiarity with additional machine learning algorithms and techniques.
  • Experience in e-commerce or related fields.

Benefits

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