Strong background in applied AI/ML research, development, and deployment Significant experience in leading and executing machine learning initiatives Proven track record in managing and growing ML/Data Scientist teams Deep understanding of ML engineering practices, including MLOps and data engineering Expertise in collaborating with Product and Engineering teams Strong communication skills Strong analytical and troubleshooting skills