Lead Machine Learning Scientist

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.

Qualifiers

• 5 - 10 years of experience in building and maintaining ML solutions at scale.
• Proficient in predictive modeling (ML, DL/RL) and experimentation/causal inference methods.
• At least 1 year of experience in managing a team of data scientists and handling cross-functional stakeholders.
• Proven track record of designing end-to-end ML systems which can handle the scale.