Enterprise Machine Learning Systems Engineer

14 hours ago


Vijayawada, Andhra Pradesh, India beBeeMachineLearning Full time ₹ 20,00,000 - ₹ 25,00,000

Overview:

A data-driven professional with expertise in MLOps is required to spearhead the development of scalable machine learning systems. This role involves designing and engineering infrastructure to support large-scale enterprise machine learning deployments.

Key Responsibilities:

  • Evaluate and select technologies that enhance the performance, maintainability, and reliability of machine learning systems.
  • Design and deploy data pipelines and engineering infrastructure to support enterprise machine learning systems at scale.
  • Develop and deploy tools and services for handling machine learning training and inference.
  • Implement software engineering rigor and best practices to machine learning, including CI/CD and automation.
  • Support model development focusing on auditability, versioning, and data security.
  • Foster the development and deployment of proof-of-concept machine learning systems.
  • Collaborate with clients to build requirements and track progress.

Requirements:

  • Degree in Computer Science or related field.
  • At least 5 years of experience in Machine Learning Operations role.
  • Strong analytical skills for working with structured, semi-structured, and unstructured datasets.
  • Advanced knowledge of machine learning techniques such as Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction.


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