Data Science Product Lead

1 day ago

Singapore BYTEDANCE PTE. LTD. Full time
About the Role

We are seeking an experienced Data Science Product Lead to join our team at ByteDance PTE. LTD. as a key player in optimizing Large Language Models (LLMs). This is a fantastic opportunity for a talented individual to leverage their skills and expertise to drive innovation and growth within our organization.

Job Description

The successful candidate will be responsible for collaborating with business teams to integrate our self-developed LLM into new and existing product offerings, identifying areas for improvement through studies of user behavior and feedback. They will also work closely with technical teams to precisely define data requirements necessary for aligning LLMs across global markets.

In this role, you will develop methodologies for data acquisition and production while monitoring costs and assessing the effectiveness and efficiency of these processes. Your primary focus will be on ensuring data quality is maintained at high standards and continually enhancing processes based on both quantitative and qualitative feedback.

You will evaluate the impact of data production tools on the effectiveness and quality of data production, working closely with technical teams to enhance both the quality and effectiveness of these tools.

Responsibilities
  • Collaborate with business teams to integrate LLM into new and existing product offerings and services;
  • Collaborate with technical teams to precisely define data requirements necessary for aligning LLMs across global markets;
  • Develop methodologies for data acquisition and production, while monitoring costs and assessing the effectiveness and efficiency of these processes;
  • Evaluate the impact of data production tools on the effectiveness and quality of data production;
Qualifications

To be considered for this role, you should have:

  • A solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF);
  • A minimum of three years of experience as a product manager for algorithm-driven products or features, or as an algorithm engineer;
  • Proficiency in English (spoken and written).

Preferred qualifications include a strong interest in both LLMs and human behavior/experience/wellbeing, as well as being a collaborative team player who knows how to assertively advocate for their ideas without being overbearing.

About Us

ByteDance PTE. LTD. 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. We aim to inspire creativity and enrich life by celebrating our diverse voices and creating an environment that reflects the many communities we reach.

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