Product Operations Manager, AI Model Training

2 weeks ago


Singapur, Singapore TikTok Full time
About the Role

We are seeking a highly skilled Product Operations Manager to lead our AI model training and evaluation efforts. As a key member of our team, you will be responsible for developing data operation strategies, collaborating with the AI model algorithm team, and ensuring high-quality data support for large-scale model projects.

Key Responsibilities
  • Lead data operations related to AI model training and evaluation, specifically prompt engineering.
  • Collaborate closely with the AI model algorithm team to continually optimize and enhance AI model performance.
  • Develop data operation strategies tailored to AI model training and evaluation scenarios.
  • Provide effective data support for large-scale model projects.
  • Align models and policies, manage end-to-end prompt generation for model training, and establish standards and SOPs to ensure prompt quality and consistency.
  • Maintain clear communication with internal and external stakeholders.
  • Engage with labeling teams, coordinate data requirements internally, and ensure orderly progress of data operation tasks.
  • Ensure high-quality operation and delivery of data for AI model training and evaluation.
Requirements
  • Bachelor's degree or higher, preferably in law, sociology, political science, public policy, mass or media communications, journalism, or business.
  • 5 years of experience in content/data management, or related roles.
  • Familiarity with content management frameworks and optimization.
  • Passion for applying these skills to human/AI alignment.
  • Understanding machine learning concepts.
  • Strong data sensitivity, proficient in in-depth data interpretation, and committed to data-driven decision-making.
  • Self-starter with a passion for continuous learning and experimentation.
  • Excellent verbal and written communication in English.
  • Comfortable working in a fast-paced, results-driven environment.
  • Excellent cross-functional communication and coordination skills. Ability to manage stakeholders at various levels effectively.
Preferred Qualifications
  • Working in the internet or a related field is a plus.
  • Direct experience in LLM model training is preferred.
  • Prior experience working across different time zones is advantageous for effectively communicating with internal stakeholders across the EU.


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