Data Scientist

3 weeks ago


San Jose, California, United States Tik Tok Full time

About the Role

TikTok's Data Cycling Center Team is seeking a skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for building content, understanding, and data-driven solutions for both internal stakeholders and tools for external users.

You will focus on delivering human understanding and direct content understanding to help solve large impact problems from that understanding.

Key Responsibilities

  • Advanced Project Management: Direct and coordinate projects, orchestrating efforts across a large, interdisciplinary team of policy, product managers, and data labelers, ensuring timely and efficient execution of tasks.
  • Clarification and Simplification of Product Requirements: Diligently comprehend product needs, drive clear communication, and decompose technical tasks into more manageable units, ensuring a smooth execution path.
  • Strong Data Insights: Responsible for building dashboards and delivering analytical reports to identify improvement opportunities across Policy, Modeling, and Product Management teams.
  • Collaborative Experimentation and Documentation: Work in tandem with various teams to formulate meticulous experiment plans, documenting results with utmost precision, and patiently addressing inquiries from both technical and nontechnical stakeholders.

Qualifications

  • Bachelor's/Master's degree in Computer Science, Computer Engineering, or other relevant majors.
  • 5 years of experience working with SQL, Dashboarding, and Analytical Expertise.
  • 5 years of experience working with Python: Possesses intermediate-to-advanced skills in Python programming, showcasing the ability to develop and implement robust data science solutions.
  • Statistical Knowledge: Demonstrates strong statistical background and can leverage statistical knowledge in solving business analytical requirements.
  • Strategic Interpersonal Skills: Displays formidable interpersonal skills, embodying an ability to seize new opportunities, be able to set product directions strategically, ignite innovative ideas, and marshal support to bring products from conceptualization to realization.
  • Machine Learning: Demonstrated fundamental knowledge of the end-of-end machine learning model development process. Understand how data plays a crucial role in terms of model quality and model iteration.

Preferred Qualifications

  • Creative thinking and a passion for innovation.
  • Knowledge of the AIGC modeling process: Demonstrate a basic understanding of transformer architecture and MLLM models (T2I and T2V).

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. We are passionate about this and hope you are too.

TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws.


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