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Senior Machine Learning Scientist

Senior Machine Learning Scientist

ConfidentialMumbai
30+ days ago
Job description

Dream11 is seeking a talented Senior Machine Learning Scientist to drive the development and deployment of our ML solutions. If you have experience in building, deploying, and maintaining ML systems at scale, along with a strong foundation in Python, SQL, and ML frameworks, you'll be crucial in executing experiments, managing project lifecycles, and mentoring the team.

Your Role

  • Execute clean experiments rigorously against pertinent performance guardrails and analyze performance metrics to infer actionable findings.
  • Develop and maintain services with proactive monitoring , incorporating best industry practices for optimal service quality and risk mitigation.
  • Break down complex projects into actionable tasks that adhere to set management practices and ensure stakeholder visibility.
  • Manage the end-to-end lifecycle of large-scale ML projects from data preparation, model training, deployment, monitoring, and upgrading experiments.
  • Leverage a strong foundation in ML, statistics, and deep learning to adeptly implement research-backed techniques for model development.
  • Stay abreast of the best ML practices and industry developments to mentor and guide team members.

Qualifiers

  • 3-5 years of experience in building, deploying, and maintaining ML solutions .
  • Extensive experience with Python, SQL, TensorFlow / PyTorch , and at least one distributed data framework (Spark / Ray / Dask).
  • Working knowledge of Machine Learning, probability statistics, and Deep Learning Fundamentals .
  • Experience in designing end-to-end machine learning systems that work at scale.
  • Skills Required

    Python, Sql, proactive monitoring , Tensorflow, Pytorch

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