ML Systems Engineer

1 week ago


Davangere, Karnataka, India beBeeMachineLearning Full time US$ 80,000 - US$ 1,20,000

Job Title: Machine Learning Engineering Specialist

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Job Description:

The ideal candidate will have a strong background in machine learning engineering, with 5+ years of experience designing data pipelines and developing infrastructure to support enterprise machine learning systems at scale.

Responsibilities include transforming offline models into real machine learning production systems, creating scalable tools and services for training and inference, identifying new technologies to improve performance, maintainability, and reliability, applying software engineering best practices to machine learning, supporting model development with emphasis on auditability, versioning, and data security, facilitating the development and deployment of proof-of-concept machine learning systems, communicating with clients to build requirements and track progress, and possessing strong analytic skills related to structured, semi-structured, and unstructured datasets.

The candidate should also have advanced knowledge of machine learning techniques such as decision trees, random forests, boosting algorithms, neural networks, deep learning, support vector machines, clustering, Bayesian networks, reinforcement learning, and feature reduction.

Requirements:



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