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Dream11

Lead Machine Learning Scientist

Department
Engineering
Job Type / Location
Mumbai
Experience Required
6+ years
Posted On

Your Role:

  • Implementing appropriate success metrics, driving rapid experimentation of new POCs and presenting the impacts to stakeholders
  • Driving knowledge sharing sessions within and across teams while maintaining continuous feedback channels with teammates to ensure building growth paths
  • Owning respective services by following best practices in service maintainability, understanding and acting on the risks and opportunities involved
  • Prioritising roadmaps while balancing impact, effort, resources and team's requirements to complete initiatives within committed timelines
  • Developing and evaluating predictive and prescriptive models using appropriate mathematical methods like supervised and unsupervised learning, frequentist statistics, estimation methods
  • Designing large-scale ML systems with advanced ML frameworks like TensorFlow/Keras/PyTorch for training and inferencing at scale
  • Ensuring cross team alignment towards business/project goals by driving visibility of initiatives, managing conflicts, and highlighting implementation blocks

Qualifiers:

  • 6 - 10 years of experience in building and maintaining ML solutions at scale
  • Proficient in predictive modelling (ML,DL/RL) and experimentation/causal inference methods
  • Atleast 1 year of experience in managing team of data scientists and handling cross functional stakeholders
  • Proven track record of designing end to end ML systems which can handle the scale

View Assessment Process

Think you'll be a good fit?