Lead Machine Learning Scientist

About the job

Dream11 is seeking a highly skilled Lead Machine Learning Scientist to drive the development and implementation of scalable ML solutions. If you have 5-10 years of experience in building and maintaining ML systems, are proficient in predictive modeling, and have a proven track record of leading data science teams, you'll be instrumental in shaping our product's intelligence and impact. Your Role • ... Implement appropriate success metrics, drive rapid experimentation of new POCs, and present the impacts to stakeholders. • Drive knowledge sharing sessions within and across teams while maintaining continuous feedback channels with teammates to ensure building growth paths. • Own respective services by following best practices in service maintainability, understanding and acting on the risks and opportunities involved. • Prioritize roadmaps while balancing impact, effort, resources, and team requirements to complete initiatives within committed timelines. • Develop and evaluate predictive and prescriptive models using appropriate mathematical methods like supervised and unsupervised learning, frequentist statistics, and estimation methods. • Design large-scale ML systems with advanced ML frameworks like TensorFlow/Keras/PyTorch for training and inferencing at scale. • Ensure cross-team alignment towards business/project goals by driving visibility of initiatives, managing conflicts, and highlighting implementation blocks.