Machine Learning Operations Professional

2 days ago


Mumbai, Maharashtra, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Title:

ML Operations Specialist

Job Description:

Our organization is seeking a skilled ML Operations Specialist to join our team. The successful candidate will be responsible for designing and implementing data pipelines and engineering infrastructure to support large-scale machine learning systems.

Key Responsibilities:
  • Design and implement scalable data pipelines and engineering infrastructure to support machine learning systems at scale.
  • Transform offline models into production-ready machine learning systems.
  • Develop and deploy tools and services for machine learning training and inference.
  • Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems.
  • Apply software engineering rigor and best practices to machine learning.
  • 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 machine learning techniques: Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction.



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