Seed - Llm Performance Operation Analyst (Non-safety)

1 week ago

Singapore ByteDance Full time

Responsibilities
About Doubao (Seed)
Founded in 2023, the ByteDance Doubao (Seed) Team, is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements.
With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US.
Why Join Us
Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.
As a core member of our LLM Global Data Team, you'll be at the heart of our operations. Gain first-hand experience in understanding how to measure and analyze performance of LLM on various dimensions.
**Your Role Will Involve**:
1. Gaining direct experience in LLM and LLM-relevant product performance measurement, including creating metrics & designing and conducting tests, to help tech and product teams to understand LLM and product performance.
2. Delivering performance and feedback analysis to identify issues in LLM training and product design.
3. Collaborating with product managers and engineers to build testing workflows, create feedback loops, and enhance the effectiveness of testing processes and standards.
4. Working closely with the annotation team to gauge the quality of training data sets.

**Qualifications**:
**Minimum Qualifications**:
1. Professional proficiency in English with excellent writing and critique skills.
2. Critical thinking, numerate and analytical skills are required
3. Strong project management capabilities with proven ability to work effectively with both internal and external stakeholders; comfortable handling ambiguous requirements and adapting to changes while maintaining project momentum
4. Comfortable with meeting deadlines and generating creative solutions, including the use of technology and tools, to enhance the quality of both individual and team outputs
**Preferred Qualifications**:
1. Experience in consulting, market research, auditing, operational process design and improvement is valued. Experience as NLP model and search product performance evaluation is strongly preferred.
ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

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