Research Scientist, Snowflake

• Ph.D. or Master’s degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field
• Proven experience in training and optimizing reward models for large language models
• Strong proficiency in machine learning frameworks such as TensorFlow or PyTorch
• Deep understanding of natural language processing techniques and applications
• Hands-on experience with reinforcement learning and optimization algorithms
• Strong programming skills in Python or similar languages
• Demonstrated ability to work on complex projects, from conceptualization to deployment
• Excellent problem-solving skills and a passion for advancing AI technologies

Desirable

• We are seeking an experienced Research Scientist specializing in reward model training and data generation for large language models
• In this role, you will design and implement reward models to enhance the performance, accuracy, and efficiency of our language models
• Your expertise in machine learning, natural language processing (NLP), and reinforcement learning will drive the development of innovative solutions that push the boundaries of AI capabilities
• Design, develop, and implement reward models to optimize large language model performance
• Generate high-quality training datasets tailored for reward model training and evaluation
• Develop and refine algorithms to optimize reward functions, ensuring alignment with desired model outcomes
• Conduct iterative testing, validation, and fine-tuning of reward models to enhance reliability and accuracy
• Collaborate with cross-functional teams to integrate reward models into broader AI systems
• Stay abreast of the latest research and advancements in reinforcement learning, NLP, and large-scale machine learning frameworks
• Publish and present findings in leading conferences and journals to contribute to the broader AI research community