Responsibilities
- Develop and architect advanced machine learning models to address critical business challenges and drive company-wide strategic initiatives
- Take ownership of the end-to-end modeling process, from initial ideation to model deployment and maintenance
- Conduct thorough data preparation and analysis to ensure the quality and relevance of input data for modeling tasks
- Collaborate closely with cross-functional teams, including Product and Data Engineering to productize and deploy models into production systems
- Contribute to large-scale company initiatives aimed at solving problems that haven’t yet been touched by anyone at Jerry
Requirements
- PhD in Physics or related field
- Deep understanding of machine learning algorithms and techniques, with experience in building and deploying models from scratch
- Strong analytical and problem-solving skills, with the ability to translate complex business requirements into practical modeling solutions
- Passion for real-world application of machine learning, with a desire to make a significant impact on large-scale business initiatives
