Qualifications

• Master's or PhD in a quantitative field or equivalent experience
• 3+ years of hands-on experience in production ML model development
• Proficient in Python and major ML frameworks
• Deep understanding of statistical modeling and experimental design
• Experience with cloud platforms for model serving
• Familiar with LLM fine-tuning techniques
• Utilizes AI coding assistants to enhance development efficiency

Responsibilities

• Develop and deploy machine learning models for production
• Design experiments and run evaluations to gauge model success
• Fine-tune and evaluate large language models for specific tasks
• Work with data engineering to establish necessary training data and pipelines
• Collaborate across teams to create scoped modeling solutions
• Build frameworks to monitor and evaluate model performance
• Communicate insights and recommendations through visualizations and reports
• Mentor fellow data scientists to promote modeling rigor

Benefits

• Opportunity to work at the cutting edge of AI and machine learning
• Cross-functional collaboration with engineering, product, and business teams
• Ability to mentor and shape junior talent within the organization
• Engagement with complex, high-impact business problems
• Potential participation in innovative research and open-source contributions