Machine Learning Engineer

4 weeks ago


Bengaluru, Karnataka, India Sumo Logic Full time
Job Summary

We are seeking a highly skilled Software Engineer-II, Machine Learning to join our team at Sumo Logic. As a key member of our organization, you will be responsible for identifying and validating opportunities for the application of machine learning or data-driven techniques.

Key Responsibilities
  • Assessing requirements and approaches for large-scale data and machine learning platform components
  • Driving technical delivery through the full feature lifecycle, from idea to production and operations
  • Collaborating within and beyond the team to identify problems and deliver solutions
Requirements
  • B.Tech / M.Tech in Computer Science or related disciplines
  • 2-4 years of industry experience with a proven track record of ownership and delivery
  • Experience formulating use cases as machine learning problems and putting machine learning models into production
  • Solid grounding in core machine learning concepts and basic statistics
  • Experience with software engineering of production-grade services in cloud environments
Desirable Skills
  • Cloud-based application and infrastructure deployment and management
  • Common machine learning libraries (e.g., scikit-learn, PyTorch) and components (e.g., Airflow, MLFlow)
  • Relevant cloud provider services (e.g., AWS Sagemaker)
  • LLM core concepts, libraries, and application design patterns


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