Data Scientist for LLM Development and Strategy

4 weeks ago


Singapore BYTEDANCE PTE. LTD. Full time
About BYTEDANCE PTE. LTD.

BYTEDANCE PTE. LTD. is a cutting-edge technology company that aims to inspire creativity and enrich life through its innovative products and services.

Founded in 2012, our mission is to make it easier and more fun for people to connect with, consume, and create content.

We are committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.

Job Description

As a Product Manager for LLM Training, you will be responsible for requirement analysis and strategy optimization of Big Language Models.

You will work closely with multiple teams, including evaluation and R&D, to improve model effect.

Your key responsibilities will include:

  • Collaborating with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services;
  • Defining data requirements necessary for aligning Large Language Models across global markets;
  • Developing methodologies for data acquisition and production, while monitoring costs and assessing effectiveness and efficiency;
  • Evaluating the impact of data production tools on the quality of data production.

You will also be responsible for ensuring data quality is maintained at high standards and continually enhancing processes based on both quantitative and qualitative feedback.

Requirements

To succeed in this role, you will need:

  • 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

We are looking for someone with:

  • A strong interest in both LLMs and human behavior/experience/wellbeing;
  • Collaborative team player skills, who knows how to assertively advocate for their ideas without being overbearing;
  • Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.
Salary and Benefits

We offer a competitive salary range of $120,000 - $180,000 per annum, depending on experience.

In addition to a generous salary, we offer a range of benefits, including health insurance, retirement plans, and paid time off.



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