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Applied Science Manager

3 months ago


San Jose, California, United States ByteDance Full time

Lead Applied Scientist at TikToks Data Cycling Center Team

TikToks Data Cycling Center Team is currently looking for a skilled Lead Applied Scientist to strengthen our data management and analytics capabilities. In this role, you will have a key role in managing data annotation, enhancing data analytics support, and effectively handling stakeholders in various business sectors. Your contribution will be crucial in improving our data-driven initiatives, ensuring top-notch data quality, and optimizing machine learning performance across all business areas.

Key Responsibilities:

  • Drive clarity and tackle complex business challenges using data-driven methods
  • Create innovative solutions and prototypes for business issues using machine learning algorithms
  • Automate and enhance current analysis techniques and introduce new approaches to modeling and analysis
  • Understand advertiser and creator interactions, develop predictive modeling processes, and derive insights from advertiser engagement data
  • Recruit, mentor, empower, and motivate team members in a culture that values rapid iteration and constructive discussions

Requirements:

  • 5+ years of experience in ML/AI
  • 3+ years of experience leading Data Science teams
  • Bachelor's degree in Statistics, Economics, Computer Science, or related quantitative fields
  • Proven expertise in AI/ML disciplines, including model building with libraries like Tensorflow, PyTorch, and OpenAI
  • Strategic mindset with the ability to translate complex concepts into actionable data products
  • Proficient in machine learning fundamentals, A/B testing, and hypothesis testing

Preferred Qualifications:

  • Experience in human-in-the-loop ML, active learning, and data labeling
  • Familiarity with knowledge graphs and graph databases
  • Strong communication skills for effective documentation and presentations

Working at TikTok means being part of an inclusive environment that appreciates employees for their skills and diverse perspectives. Our mission is to inspire creativity and happiness, and we are dedicated to fostering a workplace that mirrors the global communities we serve. TikTok is committed to accommodating candidates with disabilities, pregnancy, religious beliefs, or other protected reasons during our recruitment processes. Should you require assistance or accommodation, please contact us.