Improve LLM's fundamental capabilities in retrieval and ranking for Google's generative AI experiences, rethinking how retrieval and ranking can be done and building the next-generation LLM-powered solutions.
Requirements
- Demonstrated experience in data preparation, training, and evaluation of LLM models.
- Experience in low-level programming optimizing LLM training and inference efficiency.
- Experience in information retrieval and ranking.
Responsibilities
- Develop new model architecture, training and inference techniques.
- Conduct large-scale analysis and experiment.
- Collaborate with different teams in the GenAI org and PAs and apply the techniques to real-world applications.
Other
- PhD in Computer Science, or Machine Learning related field.
- A strong record of publications in top-tier machine-learning related conferences
- We value diversity of experience, knowledge, backgrounds and perspectives and harness these qualities to create extraordinary impact.
- We are committed to equal employment opportunity regardless of sex, race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity, pregnancy, or related condition (including breastfeeding) or any other basis as protected by applicable law.
- If you have a disability or additional need that requires accommodation, please do not hesitate to let us know.
