Senior Machine Learning Scientist
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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.
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