Machine Learning Infrastructure Specialist

16 hours ago


Ajmer, Rajasthan, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 24,00,000
Senior Machine Learning Infrastructure Specialist

As a seasoned machine learning infrastructure specialist, you will play a pivotal role in designing and deploying scalable data pipelines. Your expertise will be crucial in developing and maintaining enterprise machine learning systems at scale.

Key Responsibilities:
  • Design and develop data engineering infrastructure to support clients' machine learning needs.
  • Take offline models built by data scientists and turn them into production-ready machine learning systems.
  • Develop and deploy scalable tools and services for clients to handle machine learning training and inference.
  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of clients' machine learning systems.
  • Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
  • Support model development with an emphasis on auditability, versioning, and data security.
  • Facilitate the development and deployment of proof-of-concept machine learning systems.
  • Communicate with clients to build requirements and track progress.
Requirements:
  • University Degree in Computer Science, Information Technology, or related field.
  • 5+ years of experience in Machine Learning Operations role.
  • Strong analytic skills related to working with structured, semi-structured, and unstructured datasets.
  • Advanced knowledge of machine learning techniques, including Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, and Feature Reduction.


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